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Busis NA, Marolia D, Montgomery R, Balcer LJ, Galetta SL, Grossman SN. Navigating the U.S. regulatory landscape for neurologic digital health technologies. NPJ Digit Med 2024; 7:94. [PMID: 38609447 PMCID: PMC11014948 DOI: 10.1038/s41746-024-01098-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Affiliation(s)
- Neil A Busis
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA.
| | | | - Robert Montgomery
- Clinical Affairs and Ambulatory Care, NYU Langone Health System, New York, NY, USA
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Scott N Grossman
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA
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Banks SJ, Yhang E, Tripodis Y, Su Y, Protas H, Adler CH, Balcer LJ, Bernick C, Mez JB, Palmisano J, Barr WB, Wethe JV, Dodick DW, Mcclean MD, Martin B, Hartlage K, Turner A, Turner RW, Malhotra A, Colman M, Pasternak O, Lin AP, Koerte IK, Bouix S, Cummings JL, Shenton ME, Reiman EM, Stern RA, Alosco ML. Clinical Outcomes and Tau Pathology in Retired Football Players: Associations With Diagnosed and Witnessed Sleep Apnea. Neurol Clin Pract 2024; 14:e200263. [PMID: 38425491 PMCID: PMC10900387 DOI: 10.1212/cpj.0000000000200263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/30/2023] [Indexed: 03/02/2024]
Abstract
Background and Objectives Obstructive sleep apnea (SA) is common in older men and a contributor to negative cognitive, psychiatric, and brain health outcomes. Little is known about SA in those who played contact sports and are at increased risk of neurodegenerative disease(s) and other neuropathologies associated with repetitive head impacts (RHI). In this study, we investigated the frequency of diagnosed and witnessed SA and its contribution to clinical symptoms and tau pathology using PET imaging among male former college and former professional American football players. Methods The sample included 120 former National Football League (NFL) players, 60 former college players, and 60 asymptomatic men without exposure to RHI (i.e., controls). Diagnosed SA was self-reported, and all participants completed the Mayo Sleep Questionnaire (MSQ, informant version), the Epworth Sleepiness Scale (ESS), neuropsychological testing, and tau (flortaucipir) PET imaging. Associations between sleep indices (diagnosed SA, MSQ items, and the ESS) and derived neuropsychological factor scores, self-reported depression (Beck Depression Inventory-II [BDI-II]), informant-reported neurobehavioral dysregulation (Behavior Rating Inventory of Executive Function-Adult Version [BRIEF-A] Behavioral Regulation Index [BRI]), and tau PET uptake, were tested. Results Approximately 36.7% of NFL players had diagnosed SA compared with 30% of the former college football players and 16.7% of the controls. Former NFL players and college football players also had higher ESS scores compared with the controls. Years of football play was not associated with any of the sleep metrics. Among the former NFL players, diagnosed SA was associated with worse Executive Function and Psychomotor Speed factor scores, greater BDI-II scores, and higher flortaucipir PET standard uptake value ratios, independent of age, race, body mass index, and APOE ε4 gene carrier status. Higher ESS scores correlated with higher BDI-II and BRIEF-A BRI scores. Continuous positive airway pressure use mitigated all of the abovementioned associations. Among the former college football players, witnessed apnea and higher ESS scores were associated with higher BRIEF-A BRI and BDI-II scores, respectively. No other associations were observed in this subgroup. Discussion Former elite American football players are at risk of SA. Our findings suggest that SA might contribute to cognitive, neuropsychiatric, and tau outcomes in this population. Like all neurodegenerative diseases, this study emphasizes the multifactorial contributions to negative brain health outcomes and the importance of sleep for optimal brain health.
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Affiliation(s)
- Sarah J Banks
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Eukyung Yhang
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Yorghos Tripodis
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Yi Su
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Hillary Protas
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Charles H Adler
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Laura J Balcer
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Charles Bernick
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Jesse B Mez
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Joseph Palmisano
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - William B Barr
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Jennifer V Wethe
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - David W Dodick
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Michael D Mcclean
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Brett Martin
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Kaitlin Hartlage
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Arlener Turner
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Robert W Turner
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Atul Malhotra
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Michael Colman
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Ofer Pasternak
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Alexander P Lin
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Inga K Koerte
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Sylvain Bouix
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Jeffrey L Cummings
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Martha E Shenton
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Eric M Reiman
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Robert A Stern
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Michael L Alosco
- Departments of Neuroscience and Psychiatry (SJB), University of California, San Diego; Department of Biostatistics (EY, YT), Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (YT, JBM, RAS, MLA), Boston University CTE Center, Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, MA; Banner Alzheimer's Institute (YS), Arizona State University,; Banner Alzheimer's Institute (HP), Arizona Alzheimer's Consortium, Phoenix; Department of Neurology (CHA, DWD), Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (LJB), Population Health and Ophthalmology, NYU Grossman School of Medicine, New York; Cleveland Clinic Lou Ruvo Center for Brain Health (CB), Las Vegas, NV; Biostatistics and Epidemiology Data Analytics Center (BEDAC) (JP, BM, KH), Boston University School of Public Health, MA; Department of Neurology (WBB), NYU Grossman School of Medicine, New York; Department of Psychiatry and Psychology (JVW), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Department of Environmental Health (MDM), Boston University School of Public Health, MA; Department of Psychiatry and Behavioral Sciences (AT), University of Miami; Department of Clinical Research and Leadership (RWT), The George Washington University School of Medicine and Health Sciences, Washington, DC; Department of Medicine (AM), UCSD, San Diego, CA; Psychiatry Neuroimaging Laboratory (MC, OP, APL, IKK, SB), Department of Psychiatry, Brigham and Women's Hospital; Massachusetts General Hospital (IKK), Boston, MA; cBRAIN (IKK), Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy; Graduate School of Systemic Neurosciences (IKK); NICUM (NeuroImaging Core Unit Munich) (IKK), Ludwig Maximilians University, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (JLC), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Psychiatry Neuroimaging Laboratory (MES), Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, Boston, MA; Department of Software Engineering and Information Technology (SB), École de technologie supérieure, Montreal, QC; Banner Alzheimer's Institute (EMR), University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix; Department of Anatomy and Neurobiology (RAS); and Department of Neurosurgery (RAS), Boston University Chobanian and Avedisian School of Medicine, Boston, MA
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Arciniega H, Baucom ZH, Tuz-Zahra F, Tripodis Y, John O, Carrington H, Kim N, Knyazhanskaya EE, Jung LB, Breedlove K, Wiegand TLT, Daneshvar DH, Rushmore RJ, Billah T, Pasternak O, Coleman MJ, Adler CH, Bernick C, Balcer LJ, Alosco ML, Koerte IK, Lin AP, Cummings JL, Reiman EM, Stern RA, Shenton ME, Bouix S. Brain morphometry in former American football players: Findings from the DIAGNOSE CTE research project. Brain 2024:awae098. [PMID: 38533783 DOI: 10.1093/brain/awae098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 02/16/2024] [Accepted: 03/07/2024] [Indexed: 03/28/2024] Open
Abstract
Exposure to repetitive head impacts (RHIs) in contact sports is associated with neurodegenerative disorders including chronic traumatic encephalopathy (CTE) which currently can be diagnosed only at postmortem. American football players are at higher risk of developing CTE given their exposure to RHIs. One promising approach for diagnosing CTE in vivo is to explore known neuropathological abnormalities at postmortem in living individuals using structural magnetic resonance imaging (MRI). MRI brain morphometry was evaluated in 170 male former American football players ages 45-74 years (n = 114 professional; n = 56 college) and 54 same-age unexposed asymptomatic male controls (n = 58 age range 45-74). Cortical thickness and volume of regions of interest were selected based on established CTE pathology findings and were assessed using FreeSurfer. Group differences and interactions with age and exposure factors were evaluated using a generalized least squares model. A separate logistic regression and independent multinomial model were performed to predict each Traumatic Encephalopathy Syndrome (TES) diagnosis core clinical features and provisional level of certainty for CTE pathology using brain regions of interest. Former college and professional American football players (combined) showed significant cortical thickness and/or volume reductions compared to unexposed asymptomatic controls in the hippocampus amygdala entorhinal cortex parahippocampal gyrus insula temporal pole and superior frontal gyrus. Post-hoc analyses identified group-level differences between former professional players and unexposed asymptomatic controls in the hippocampus amygdala entorhinal cortex parahippocampal gyrus insula and superior frontal gyrus. Former college players showed significant volume reductions in the hippocampus amygdala and superior frontal gyrus compared to the unexposed asymptomatic controls. We did not observe age-by-group interactions for brain morphometric measures. Interactions between morphometry and exposure measures were limited to a single significant positive association between the age of first exposure to organized tackle football and right insular volume. We found no significant relationship between brain morphometric measures and the TES diagnosis core clinical features and provisional level of certainty for CTE pathology outcomes. These findings suggest that MRI morphometrics detects abnormalities in individuals with a history of RHI exposure that resemble the anatomic distribution of pathological findings from postmortem CTE studies. The lack of findings associating MRI measures with exposure metrics (except for one significant relationship) or TES diagnosis and core clinical features suggests that brain morphometry must be complemented by other types of measures to characterize individuals with RHIs.
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Affiliation(s)
- Hector Arciniega
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
- NYU Concussion Center, NYU Langone Health, New York, NY 10016, USA
| | - Zachary H Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Fatima Tuz-Zahra
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Omar John
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
- NYU Concussion Center, NYU Langone Health, New York, NY 10016, USA
| | - Holly Carrington
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
| | - Nicholas Kim
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
| | - Evdokiya E Knyazhanskaya
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
| | - Leonard B Jung
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- cBRAIN, Department of Child and Adolescent Psychiatry Psychosomatics and Psychotherapy, University Hospital Ludwig-Maximilians-Universität, 80336 Munich, Bavaria, Germany
| | - Katherine Breedlove
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Tim L T Wiegand
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- cBRAIN, Department of Child and Adolescent Psychiatry Psychosomatics and Psychotherapy, University Hospital Ludwig-Maximilians-Universität, 80336 Munich, Bavaria, Germany
| | - Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA 02115, USA
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA 02129, USA
| | - R Jarrett Rushmore
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Tashrif Billah
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
| | - Ofer Pasternak
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Michael J Coleman
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona Scottsdale, AZ 85259, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV 89106, USA
- Department of Neurology, University of Washington, Seattle, WA 98195, USA
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, NY 10017, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY,10017, USA
| | - Michael L Alosco
- Department of Neurology, Boston University Alzheimer's Disease Research Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Inga K Koerte
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- cBRAIN, Department of Child and Adolescent Psychiatry Psychosomatics and Psychotherapy, University Hospital Ludwig-Maximilians-Universität, 80336 Munich, Bavaria, Germany
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
- Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität, 82152 Munich, Bavaria, Germany
| | - Alexander P Lin
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jeffrey L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Pam Quirk Brain Health and Biomarker Laboratory, Department of Brain Health School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV 89154, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute and Arizona Alzheimer's Consortium, Phoenix, AZ 85006, USA
- Department of Psychiatry, University of Arizona, Phoenix, AZ 85004, USA
- Department of Psychiatry, Arizona State University, Phoenix, AZ 85008, USA
- Neurogenomics Division, Translational Genomics Research Institute and Alzheimer's Consortium, Phoenix, AZ 85004, USA
| | - Robert A Stern
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University Alzheimer's Disease Research Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02145, USA
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sylvain Bouix
- Department of Software Engineering and Information Technology, École de technologie supérieure, Université du Québec, Montréal, QC, H3C 1K3, Canada
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Ross R, Kenney R, Balcer LJ, Galetta SL, Krupp L, O'Neill KA, Grossman SN. Myelin Oligodendrocyte Glycoprotein Antibody Disease Optic Neuritis: A Structure-Function Paradox? J Neuroophthalmol 2024:00041327-990000000-00598. [PMID: 38526582 DOI: 10.1097/wno.0000000000002124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
BACKGROUND Myelin oligodendrocyte glycoprotein antibody disease (MOGAD) is a demyelinating disorder that most commonly presents with optic neuritis (ON) and affects children more often than adults. We report 8 pediatric patients with MOG-associated ON and characterize focal optical coherence tomography (OCT) abnormalities over time that help distinguish this condition from the trajectories of other demyelinating disorders. These OCT findings are examined in the context of longitudinal visual function testing. METHODS This is a retrospective case series of 8 pediatric patients with MOG-associated ON who were referred for neuro-ophthalmic evaluation. Longitudinal data for demographics, clinical history, physical examination, and OCT obtained in the course of clinical evaluations were collected through retrospective medical record review. RESULTS Patients demonstrated acute peripapillary retinal nerve fiber layer (RNFL) thickening in one or both eyes, consistent with optic disc swelling. This was followed by steady patterns of average RNFL thinning, with 9 of 16 eyes reaching significantly low RNFL thickness using OCT platform reference databases (P < 0.01), accompanied by paradoxical recovery of high-contrast visual acuity (HCVA) in every patient. There was no correlation between HCVA and any OCT measures, although contrast sensitivity (CS) was associated with global thickness, PMB thickness, and nasal/temporal (N/T) ratio, and color vision was associated with PMB thickness. There was a lower global and papillomacular bundle (PMB) thickness (P < 0.01) in clinically affected eyes compared with unaffected eyes. There was also a significantly higher N:T ratio in clinically affected eyes compared with unaffected eyes in the acute MOG-ON setting (P = 0.03), but not in the long-term setting. CONCLUSIONS MOG shows a pattern of prominent retinal atrophy, as demonstrated by global RNFL thinning, with remarkable preservation of HCVA but remaining deficits in CS and color vision. These tests may be better clinical markers of vision changes secondary to MOG-ON. Of the OCT parameters measured, PMB thickness demonstrated the most consistent correlation between structural and functional measures. Thus, it may be a more sensitive marker of clinically significant retinal atrophy in MOG-ON. The N:T ratio in acute clinically affected MOG-ON eyes in our study was higher than the N:T ratio of neuromyelitis optica (NMO)-ON eyes and similar to the N:T ratio in multiple sclerosis (MS)-ON eyes as presented in the prior literature. Therefore, MOG may share a more similar pathophysiology to MS compared with NMO.
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Affiliation(s)
- Ruby Ross
- Department of Neurology (RR, RK, LJB, SLG, LK, KAON, SNG), Department of Population Health (RK, LJB), and Department of Ophthalmology (LJB, SLG), New York University Grossman School of Medicine, New York, New York
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Su Y, Protas H, Luo J, Chen K, Alosco ML, Adler CH, Balcer LJ, Bernick C, Au R, Banks SJ, Barr WB, Coleman MJ, Dodick DW, Katz DI, Marek KL, McClean MD, McKee AC, Mez J, Daneshvar DH, Palmisano JN, Peskind ER, Turner RW, Wethe JV, Rabinovici G, Johnson K, Tripodis Y, Cummings JL, Shenton ME, Stern RA, Reiman EM. Flortaucipir tau PET findings from former professional and college American football players in the DIAGNOSE CTE research project. Alzheimers Dement 2024; 20:1827-1838. [PMID: 38134231 PMCID: PMC10984430 DOI: 10.1002/alz.13602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 10/27/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023]
Abstract
INTRODUCTION Tau is a key pathology in chronic traumatic encephalopathy (CTE). Here, we report our findings in tau positron emission tomography (PET) measurements from the DIAGNOSE CTE Research Project. METHOD We compare flortaucipir PET measures from 104 former professional players (PRO), 58 former college football players (COL), and 56 same-age men without exposure to repetitive head impacts (RHI) or traumatic brain injury (unexposed [UE]); characterize their associations with RHI exposure; and compare players who did or did not meet diagnostic criteria for traumatic encephalopathy syndrome (TES). RESULTS Significantly elevated flortaucipir uptake was observed in former football players (PRO+COL) in prespecified regions (p < 0.05). Association between regional flortaucipir uptake and estimated cumulative head impact exposure was only observed in the superior frontal region in former players over 60 years old. Flortaucipir PET was not able to differentiate TES groups. DISCUSSION Additional studies are needed to further understand tau pathology in CTE and other individuals with a history of RHI.
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Affiliation(s)
- Yi Su
- Banner Alzheimer's Institute and Arizona Alzheimer's ConsortiumPhoenixArizonaUSA
| | - Hillary Protas
- Banner Alzheimer's Institute and Arizona Alzheimer's ConsortiumPhoenixArizonaUSA
| | - Ji Luo
- Banner Alzheimer's Institute and Arizona Alzheimer's ConsortiumPhoenixArizonaUSA
| | - Kewei Chen
- Banner Alzheimer's Institute and Arizona Alzheimer's ConsortiumPhoenixArizonaUSA
| | - Michael L. Alosco
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Charles H. Adler
- Department of NeurologyMayo Clinic College of Medicine, Mayo Clinic ArizonaScottsdaleArizonaUSA
| | - Laura J. Balcer
- Departments of NeurologyNYU Grossman School of MedicineNew YorkNew YorkUSA
- Department of Population Health and OphthalmologyNYU Grossman School of MedicineNew YorkNew YorkUSA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain HealthLas VegasNevadaUSA
- Department of NeurologyUniversity of WashingtonSeattleWashingtonUSA
| | - Rhoda Au
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Framingham Heart StudyFraminghamMassachusettsUSA
- Slone Epidemiology Center; Departments of Anatomy & Neurobiology, Neurology, and MedicineDepartment of EpidemiologyBoston University Chobanian & Avedisian School of Medicine; Boston University School of Public HealthBostonMassachusettsUSA
| | - Sarah J. Banks
- Departments of Neuroscience and PsychiatryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - William B. Barr
- Departments of NeurologyNYU Grossman School of MedicineNew YorkNew YorkUSA
| | - Michael J. Coleman
- Departments of Psychiatry and RadiologyPsychiatry Neuroimaging LaboratoryBrigham and Women's Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - David W. Dodick
- Department of NeurologyMayo Clinic College of Medicine, Mayo Clinic ArizonaScottsdaleArizonaUSA
| | - Douglas I. Katz
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Encompass Health Braintree Rehabilitation HospitalBraintreeMassachusettsUSA
| | - Kenneth L. Marek
- Institute for Neurodegenerative Disorders, Invicro, LLCNew HavenConnecticutUSA
| | - Michael D. McClean
- Department of Environmental HealthBoston University School of Public HealthBostonMassachusettsUSA
| | - Ann C. McKee
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- VA Boston Healthcare SystemBostonMassachusettsUSA
| | - Jesse Mez
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Framingham Heart StudyFraminghamMassachusettsUSA
| | - Daniel H. Daneshvar
- Department of Physical Medicine & RehabilitationMassachusetts General Hospital, Spaulding Rehabilitation Hospital, Harvard Medical SchoolCharlestownMassachusettsUSA
| | - Joseph N. Palmisano
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public HealthBostonMassachusettsUSA
| | - Elaine R. Peskind
- Department of Psychiatry and Behavioral SciencesVA Northwest Mental Illness Research, Education, and Clinical Center, VA Puget Sound Health Care System; University of Washington School of MedicineSeattleWashingtonUSA
| | - Robert W. Turner
- Department of Clinical Research & LeadershipThe George Washington University School of Medicine & Health SciencesWashingtonDistrict of ColumbiaUSA
| | - Jennifer V. Wethe
- Department of Psychiatry and PsychologyMayo Clinic School of Medicine, Mayo Clinic ArizonaScottsdaleArizonaUSA
| | - Gil Rabinovici
- Department of NeurologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Keith Johnson
- Gordon Center for Medical Imaging, Mass General Research Institute, Harvard Medical SchoolBostonMassachusettsUSA
| | - Yorghos Tripodis
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
| | - Jeffrey L. Cummings
- Department of Brain HealthChambers‐Grundy Center for Transformative NeuroscienceSchool of Integrated Health Sciences, University of Nevada Las VegasLas VegasNevadaUSA
| | - Martha E. Shenton
- Departments of Psychiatry and RadiologyPsychiatry Neuroimaging LaboratoryBrigham and Women's Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Robert A. Stern
- Department of NeurologyBoston University Alzheimer's Disease Research CenterBoston University CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Eric M. Reiman
- Banner Alzheimer's Institute and Arizona Alzheimer's ConsortiumPhoenixArizonaUSA
- University of Arizona, Arizona State University, Translational Genomics Research InstitutePhoenixArizonaUSA
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Thawani SP, Minen MT, Grossman SN, Friedman S, Bhatt JM, Foo FYA, Torres DM, Weinberg HJ, Kim NH, Levitan V, Cardiel MI, Zakin E, Conway JM, Kurzweil AM, Hasanaj L, Stainman RS, Seixas A, Galetta SL, Balcer LJ, Busis NA. A Comparison of Patients' and Neurologists' Assessments of their Teleneurology Encounter: A Cross-Sectional Analysis. Telemed J E Health 2024; 30:841-849. [PMID: 37624656 DOI: 10.1089/tmj.2023.0168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2023] Open
Abstract
Background and Objectives: To better understand patients' and neurologists' assessments of their experiences regarding effectiveness of teleneurology encounters. Methods: Following an audio-video telehealth visit, neurologists asked patients to participate in a survey-based research study about the encounter, and then, the neurologists also recorded their own evaluations. Data were analyzed using standard quantitative and qualitative techniques for dichotomous and ordered-category survey responses in this cross-sectional analysis. Results: The study included unique encounters between 187 patients and 11 general neurologists. The mean patient age was 49 ± 17.5 years. Two thirds of the patients (66.8%, 125/187) were female. One third (33.2%; 62) were patients new to the NYU Langone Health neurology practices. The most common patient chief complaints were headache (69/187, 36.9%), focal and generalized numbness or tingling (21, 11.2%), memory difficulty (15, 8%), spine-related symptoms (12, 6.4%), and vertigo (11, 5.9%). Most patients (94.7%, 177/187) reported that the teleneurology encounter satisfied their needs. Patients and their neurologists agreed that the experience was effective in 91% (162/178) of encounters, regardless of whether the visit was for a new or established patient visit. Discussion: More than 90% of new and established patients and their neurologists agreed that teleneurology encounters were effective despite some limitations of the examination, the occasional need for patient assistance, and technical difficulties. Our results provide further evidence to justify and to expand the clinical use of teleneurology.
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Affiliation(s)
- Sujata P Thawani
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Mia T Minen
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Scott N Grossman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Steven Friedman
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Jaydeep M Bhatt
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Farng-Yang A Foo
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Daniel M Torres
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Harold J Weinberg
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Nina H Kim
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Valeriya Levitan
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Myrna I Cardiel
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Elina Zakin
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Jenna M Conway
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Arielle M Kurzweil
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Lisena Hasanaj
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Rebecca S Stainman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Azizi Seixas
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Informatics and Health Data Science, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Steven L Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Neil A Busis
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
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O'Neill KA, Dugue A, Abreu NJ, Balcer LJ, Branche M, Galetta S, Graves J, Kister I, Magro C, Miller C, Newsome SD, Pappas J, Rucker J, Steigerwald C, William CM, Zamvil SS, Grossman SN, Krupp LB. Relapsing White Matter Disease and Subclinical Optic Neuropathy: From the National Multiple Sclerosis Society Case Conference Proceedings. Neurol Neuroimmunol Neuroinflamm 2024; 11:e200194. [PMID: 38181317 DOI: 10.1212/nxi.0000000000200194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 11/28/2023] [Indexed: 01/07/2024]
Abstract
A 16-year-old adolescent boy presented with recurrent episodes of weakness and numbness. Brain MRI demonstrated subcortical, juxtacortical, and periventricular white matter T2 hyperintensities with gadolinium enhancement. CSF was positive for oligoclonal bands that were not present in serum. Despite treatment with steroids, IV immunoglobulins, plasmapheresis, and rituximab, he continued to have episodes of weakness and numbness and new areas of T2 hyperintensity on imaging. Neuro-ophthalmologic examination revealed a subclinical optic neuropathy with predominant involvement of the papillomacular bundle. Genetic evaluation and brain biopsy led to an unexpected diagnosis.
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Affiliation(s)
- Kimberly A O'Neill
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Andrew Dugue
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Nicolas J Abreu
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Laura J Balcer
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Marc Branche
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Steven Galetta
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Jennifer Graves
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Ilya Kister
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Cynthia Magro
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Claire Miller
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Scott D Newsome
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - John Pappas
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Janet Rucker
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Connolly Steigerwald
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Christopher M William
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Scott S Zamvil
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Scott N Grossman
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
| | - Lauren B Krupp
- From the Department of Neurology (K.A.O., A.D., N.J.A., L.J.B., S.G., I.K., C.M., J.R., C.M.W., S.N.G., L.B.K.); Department of Ophthalmology (A.D.); Division of Neurogenetics (NJA, CS); Department of Ophthalmology (L.J.B., S.G., S.N.G.); Department of Population Health (L.J.B.); Department of Radiology (M.B.), NYU Grossman School of Medicine, New York, NY; Department of Neurosciences (J.G.), University of California, San Diego; Department of Pathology (C.M.), Weill Cornell Medicine, New York, NY; Department of Neurology (S.D.N.), Johns Hopkins University, Baltimore, MD; Departments of Pediatrics (J.P.) and Pathology (C.M.W.), NYU Grossman School of Medicine, New York, NY; and Department of Neurology (S.S.Z.), University of California, San Francisco
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Alosco ML, Adler CH, Dodick DW, Tripodis Y, Balcer LJ, Bernick C, Banks SJ, Barr WB, Wethe JV, Palmisano JN, Martin B, Hartlage K, Cantu RC, Geda YE, Katz DI, Mez J, Cummings JL, Shenton ME, Reiman EM, Stern RA. Examination of parkinsonism in former elite American football players. Parkinsonism Relat Disord 2024; 120:105903. [PMID: 37981539 PMCID: PMC10922636 DOI: 10.1016/j.parkreldis.2023.105903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 10/20/2023] [Accepted: 10/21/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Former American football players are at risk for chronic traumatic encephalopathy (CTE) which may have parkinsonism as a clinical feature. OBJECTIVE Former football players were prospectively assessed for parkinsonism. METHODS 120 former professional football players, 58 former college football players, and 60 same-age asymptomatic men without repetitive head impacts, 45-74 years, were studied using the MDS-UPDRS to assess for parkinsonism, and the Timed Up and Go (TUG). Traumatic encephalopathy syndrome (TES), the clinical syndrome of CTE, was adjudicated and includes parkinsonism diagnosis. Fisher's Exact Test compared groups on parkinsonism due to small cell sizes; analysis of covariance or linear regressions controlling for age and body mass index were used otherwise. RESULTS Twenty-two (12.4%) football players (13.3% professional, 10.3% college) met parkinsonism criteria compared with two (3.3%) in the unexposed group. Parkinsonism was higher in professional (p = 0.037) but not college players (p = 0.16). There were no differences on the MDS-UPDRS Part III total scores. Scores on the individual MDS-UPDRS items were low. TUG times were longer in former professional but not college players compared with unexposed men (13.09 versus 11.35 s, p < 0.01). There were no associations between years of football, age of first exposure, position or level of play on motor outcomes. TES status was not associated with motor outcomes. CONCLUSIONS Parkinsonism rates in this sample of football players was low and highest in the professional football players. The association between football and parkinsonism is inconclusive and depends on factors related to sample selection, comparison groups, and exposure characteristics.
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Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA.
| | - David W Dodick
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Laura J Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, USA
| | - Sarah J Banks
- Departments of Neuroscience and Psychiatry, University of California, San Diego, CA, USA
| | - William B Barr
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA
| | - Jennifer V Wethe
- Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Joseph N Palmisano
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Kaitlin Hartlage
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Robert C Cantu
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | | | - Douglas I Katz
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA; Framingham Heart Study, Framingham, MA, USA
| | - Jeffery L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Department of Radiology, Brigham and Women's Hospital, And Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA; Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian, Boston, MA, USA
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9
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van Amerongen S, Pulukuri SV, Tuz-Zahra F, Tripodis Y, Cherry JD, Bernick C, Geda YE, Wethe JV, Katz DI, Alosco ML, Adler CH, Balcer LJ, Ashton NJ, Blennow K, Zetterberg H, Daneshvar DH, Colasurdo EA, Iliff JJ, Li G, Peskind ER, Shenton ME, Reiman EM, Cummings JL, Stern RA. Inflammatory biomarkers for neurobehavioral dysregulation in former American football players: findings from the DIAGNOSE CTE Research Project. J Neuroinflammation 2024; 21:46. [PMID: 38336728 PMCID: PMC10854026 DOI: 10.1186/s12974-024-03034-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Traumatic encephalopathy syndrome (TES) is defined as the clinical manifestation of the neuropathological entity chronic traumatic encephalopathy (CTE). A core feature of TES is neurobehavioral dysregulation (NBD), a neuropsychiatric syndrome in repetitive head impact (RHI)-exposed individuals, characterized by a poor regulation of emotions/behavior. To discover biological correlates for NBD, we investigated the association between biomarkers of inflammation (interleukin (IL)-1β, IL-6, IL-8, IL-10, C-reactive protein (CRP), tumor necrosis factor (TNF)-α) in cerebrospinal fluid (CSF) and NBD symptoms in former American football players and unexposed individuals. METHODS Our cohort consisted of former American football players, with (n = 104) or without (n = 76) NBD diagnosis, as well as asymptomatic unexposed individuals (n = 55) from the DIAGNOSE CTE Research Project. Specific measures for NBD were derived (i.e., explosivity, emotional dyscontrol, impulsivity, affective lability, and a total NBD score) from a factor analysis of multiple self-report neuropsychiatric measures. Analyses of covariance tested differences in biomarker concentrations between the three groups. Within former football players, multivariable linear regression models assessed relationships among log-transformed inflammatory biomarkers, proxies for RHI exposure (total years of football, cumulative head impact index), and NBD factor scores, adjusted for relevant confounding variables. Sensitivity analyses tested (1) differences in age subgroups (< 60, ≥ 60 years); (2) whether associations could be identified with plasma inflammatory biomarkers; (3) associations between neurodegeneration and NBD, using plasma neurofilament light (NfL) chain protein; and (4) associations between biomarkers and cognitive performance to explore broader clinical symptoms related to TES. RESULTS CSF IL-6 was higher in former American football players with NBD diagnosis compared to players without NBD. Furthermore, elevated levels of CSF IL-6 were significantly associated with higher emotional dyscontrol, affective lability, impulsivity, and total NBD scores. In older football players, plasma NfL was associated with higher emotional dyscontrol and impulsivity, but also with worse executive function and processing speed. Proxies for RHI exposure were not significantly associated with biomarker concentrations. CONCLUSION Specific NBD symptoms in former American football players may result from multiple factors, including neuroinflammation and neurodegeneration. Future studies need to unravel the exact link between NBD and RHI exposure, including the role of other pathophysiological pathways.
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Affiliation(s)
- Suzan van Amerongen
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
| | - Surya V Pulukuri
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Fatima Tuz-Zahra
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jonathan D Cherry
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, USA
| | - Yonas E Geda
- Department of Neurology and the Franke Global Neuroscience Education Center, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Jennifer V Wethe
- Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Douglas I Katz
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Brain Injury Program, Encompass Health Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Michael L Alosco
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Laura J Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Institute Clinical Neuroscience Institute, London, UK
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Institute Clinical Neuroscience Institute, London, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53792, USA
| | - Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | - Elizabeth A Colasurdo
- Veterans Affairs Northwest Mental Illness Research, Education, and Clinical Center, Seattle, WA, USA
| | - Jeffrey J Iliff
- Veterans Affairs Northwest Mental Illness Research, Education, and Clinical Center, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Gail Li
- Veterans Affairs Northwest Mental Illness Research, Education, and Clinical Center, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
- Education, and Clinical Center, Veterans Affairs Puget Sound Health Care System Geriatric Research, Seattle, WA, USA
| | - Elaine R Peskind
- Veterans Affairs Northwest Mental Illness Research, Education, and Clinical Center, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Harvard Medical School, Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Jeffrey L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Robert A Stern
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Departments of Neurosurgery, and Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
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10
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Ly MT, Tuz-Zahra F, Tripodis Y, Adler CH, Balcer LJ, Bernick C, Zetterberg H, Blennow K, Peskind ER, Au R, Banks SJ, Barr WB, Wethe JV, Bondi MW, Delano-Wood LM, Cantu RC, Coleman MJ, Dodick DW, McClean MD, Mez JB, Palmisano J, Martin B, Hartlage K, Lin AP, Koerte IK, Cummings JL, Reiman EM, Shenton ME, Stern RA, Bouix S, Alosco ML. Association of Vascular Risk Factors and CSF and Imaging Biomarkers With White Matter Hyperintensities in Former American Football Players. Neurology 2024; 102:e208030. [PMID: 38165330 PMCID: PMC10870736 DOI: 10.1212/wnl.0000000000208030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 10/13/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Recent data link exposure to repetitive head impacts (RHIs) from American football with increased white matter hyperintensity (WMH) burden. WMH might have unique characteristics in the context of RHI beyond vascular risk and normal aging processes. We evaluated biological correlates of WMH in former American football players, including markers of amyloid, tau, inflammation, axonal injury, neurodegeneration, and vascular health. METHODS Participants underwent clinical interviews, MRI, and lumbar puncture as part of the Diagnostics, Imaging, and Genetics Network for the Objective Study and Evaluation of Chronic Traumatic Encephalopathy Research Project. Structural equation modeling tested direct and indirect effects between log-transformed total fluid-attenuated inversion recovery (FLAIR) lesion volumes (TLV) and the revised Framingham stroke risk profile (rFSRP), MRI-derived global metrics of cortical thickness and fractional anisotropy (FA), and CSF levels of amyloid β1-42, p-tau181, soluble triggering receptor expressed on myeloid cells 2 (sTREM2), and neurofilament light. Covariates included age, race, education, body mass index, APOE ε4 carrier status, and evaluation site. Models were performed separately for former football players and a control group of asymptomatic men unexposed to RHI. RESULTS In 180 former football players (mean age = 57.2, 36% Black), higher log(TLV) had direct associations with the following: higher rFSRP score (B = 0.26, 95% CI 0.07-0.40), higher p-tau181 (B = 0.17, 95% CI 0.01-0.43), lower FA (B = -0.28, 95% CI -0.42 to -0.13), and reduced cortical thickness (B = -0.25, 95% CI -0.45 to -0.08). In 60 asymptomatic unexposed men (mean age = 59.3, 40% Black), there were no direct effects on log(TLV) (rFSRP: B = -0.03, 95% CI -0.48 to 0.57; p-tau181: B = -0.30, 95% CI -1.14 to 0.37; FA: B = -0.07, 95% CI -0.48 to 0.42; or cortical thickness: B = -0.28, 95% CI -0.64 to 0.10). The former football players showed stronger associations between log(TLV) and rFSRP (1,069% difference in estimates), p-tau181 (158%), and FA (287%) than the unexposed men. DISCUSSION Risk factors and biological correlates of WMH differed between former American football players and asymptomatic unexposed men. In addition to vascular health, p-tau181 and diffusion tensor imaging indices of white matter integrity showed stronger associations with WMH in the former football players. FLAIR WMH may have specific risk factors and pathologic underpinnings in RHI-exposed individuals.
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Affiliation(s)
- Monica T Ly
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Fatima Tuz-Zahra
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Yorghos Tripodis
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Charles H Adler
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Laura J Balcer
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Charles Bernick
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Henrik Zetterberg
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Kaj Blennow
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Elaine R Peskind
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Rhoda Au
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Sarah J Banks
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - William B Barr
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Jennifer V Wethe
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Mark W Bondi
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Lisa M Delano-Wood
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Robert C Cantu
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Michael J Coleman
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - David W Dodick
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Michael D McClean
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Jesse B Mez
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Joseph Palmisano
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Brett Martin
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Kaitlin Hartlage
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Alexander P Lin
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Inga K Koerte
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Jeffrey L Cummings
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Eric M Reiman
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Martha E Shenton
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Robert A Stern
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Sylvain Bouix
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
| | - Michael L Alosco
- From the VA San Diego Healthcare System (M.T.L., M.W.B., L.M.D.-W.), CA; Department of Psychiatry (M.T.L., S.J.B., M.W.B., L.M.D.-W.), University of California San Diego Health, La Jolla; Departments of Biostatistics (F.T.-Z., Y.T.), Epidemiology (R.A.), Environmental Health (M.D.M.), Biostatistics and Epidemiology Data Analytics Center (J.P., B.M., K.H.), Boston University School of Public Health, MA; Boston University Alzheimer's Disease Research Center (Y.T., J.B.M., M.L.A., R.A., R.C.C., R.A.S.), Boston University CTE Center; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine; Departments of Neurology (C.H.A., D.W.D.) and Psychiatry and Psychology (J.V.W.), Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale; Departments of Neurology (L.J.B.), Population Health and Ophthalmology, (L.J.B.), and Neurology (W.B.B.), NYU Grossman School of Medicine; Cleveland Clinic Lou Ruvo Center for Brain Health (C.B.), Las Vegas, NV; Department of Neurology (C.B.), University of Washington, Seattle; Department of Neurodegenerative Disease (H.Z.), and UK Dementia Research Institute (H.Z.), University College London Institute of Neurology, UK; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Wisconsin Alzheimer's Disease Research Center (H.Z.), University of Wisconsin-Madison; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Department of Psychiatry and Neurochemistry (K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Sweden; VA Northwest Mental Illness Research, Education, and Clinical Center (E.R.P.), Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Framingham Heart Study (R.A., J.B.M.); Slone Epidemiology Center (R.A.), Boston University, MA; Department of Neurosciences (S.J.B.), University of California San Diego; Psychiatry Neuroimaging Laboratory (M.J.C., A.P.L., I.K.K., M.E.S., S.B.), Departments of Psychiatry Radiology (M.E.S.), and Center for Clinical Spectroscopy (A.P.L.), Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; cBRAIN (I.K.K.), Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas; Banner Alzheimer's Institute (E.M.R.), Phoenix; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix; Arizona State University (E.M.R.), Phoenix; Translational Genomics Research Institute (E.M.R.), Phoenix; Arizona Alzheimer's Consortium (E.M.R.), Phoenix; and Department of Software Engineering and Information Technology (S.B.), École de technologie supérieure, Université du Québec, Montréal, Canada
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Patil SA, Joseph B, Tagliani P, Sastre-Garriga J, Montalban X, Vidal-Jordana A, Galetta SL, Balcer LJ, Kenney RC. Corrigendum to "Longitudinal stability of inter-eye differences in optical coherence tomography measures for identifying unilateral optic nerve lesions in multiple sclerosis" [Journal of the Neurological Sciences 449C (2023) Start page-End page/JOTNS D-23-00048R2]. J Neurol Sci 2023; 453:120695. [PMID: 37468371 DOI: 10.1016/j.jns.2023.120695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/21/2023]
Affiliation(s)
- Sachi A Patil
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
| | - Binu Joseph
- Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Paula Tagliani
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Jaume Sastre-Garriga
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Xavier Montalban
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Angela Vidal-Jordana
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Steven L Galetta
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Laura J Balcer
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Rachel C Kenney
- Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA; Departments of Radiology and Radiological Sciences, Vanderbilt University School of Medicine, Nashville, TN, USA; Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
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Stern RA, Trujillo-Rodriguez D, Tripodis Y, Pulukuri SV, Alosco ML, Adler CH, Balcer LJ, Bernick C, Baucom Z, Marek KL, McClean MD, Johnson KA, McKee AC, Stein TD, Mez J, Palmisano JN, Cummings JL, Shenton ME, Reiman EM. Amyloid PET across the cognitive spectrum in former professional and college American football players: findings from the DIAGNOSE CTE Research Project. Alzheimers Res Ther 2023; 15:166. [PMID: 37798671 PMCID: PMC10552261 DOI: 10.1186/s13195-023-01315-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/26/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Exposure to repetitive head impacts (RHI) in American football players can lead to cognitive impairment and dementia due to neurodegenerative disease, particularly chronic traumatic encephalopathy (CTE). The pathognomonic lesion of CTE consists of perivascular aggregates of hyper-phosphorylated tau in neurons at the depths of cortical sulci. However, it is unclear whether exposure to RHI accelerates amyloid-β (Aβ) plaque formation and increases the risk for Alzheimer's disease (AD). Although the Aβ neuritic plaques characteristic of AD are observed in a minority of later-stage CTE cases, diffuse plaques are more common. This study examined whether former professional and college American football players, including those with cognitive impairment and dementia, have elevated neuritic Aβ plaque density, as measured by florbetapir PET. Regardless of cognitive and functional status, elevated levels of florbetapir uptake were not expected. METHODS We examined 237 men ages 45-74, including 119 former professional (PRO) and 60 former college (COL) football players, with and without cognitive impairment and dementia, and 58 same-age men without a history of contact sports or TBI (unexposed; UE) and who denied cognitive or behavioral symptoms at telephone screening. Former players were categorized into four diagnostic groups: normal cognition, subjective memory impairment, mild cognitive impairment, and dementia. Positive florbetapir PET was defined by cortical-cerebellar average SUVR of ≥ 1.10. Multivariable linear regression and analysis of covariance (ANCOVA) compared florbetapir average SUVR across diagnostic and exposure groups. Multivariable logistic regression compared florbetapir positivity. Race, education, age, and APOE4 were covariates. RESULTS There were no diagnostic group differences either in florbetapir average SUVR or the proportion of elevated florbetapir uptake. Average SUVR means also did not differ between exposure groups: PRO-COL (p = 0.94, 95% C.I. = [- 0.033, 0.025]), PRO-UE (p = 0.40, 95% C.I. = [- 0.010, 0.029]), COL-UE (p = 0.36, 95% CI = [0.0004, 0.039]). Florbetapir was not significantly associated with years of football exposure, cognition, or daily functioning. CONCLUSIONS Cognitive impairment in former American football players is not associated with PET imaging of neuritic Aβ plaque deposition. These findings are inconsistent with a neuropathological diagnosis of AD in individuals with substantial RHI exposure and have both clinical and medico-legal implications. TRIAL REGISTRATION NCT02798185.
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Affiliation(s)
- Robert A Stern
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA.
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Departments of Neurosurgery, and Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
| | - Diana Trujillo-Rodriguez
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Graduate Program in Neuroscience, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Surya V Pulukuri
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
| | - Michael L Alosco
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Laura J Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, USA
| | - Zachary Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Kenneth L Marek
- Institute for Neurodegenerative Disorders, Invicro, LLC, New Haven, CT, USA
| | - Michael D McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Keith A Johnson
- Massachusetts General Hospital, Harvard Medical School, Gordon Center for Medical Imaging, Brigham and Women's Hospital, Boston, MA, USA
| | - Ann C McKee
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Thor D Stein
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jesse Mez
- Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, 72 E. Concord Street, Boston, MA, L525, USA
- Boston University Alzheimer's Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Joseph N Palmisano
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Jeffrey L Cummings
- Department of Brain Health, School of Integrated Health Sciences, Chambers-Grundy Center for Transformative Neuroscience, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Harvard Medical School, Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
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de Souza DN, Jarmol M, Bell CA, Marini C, Balcer LJ, Galetta SL, Grossman SN. Precision Concussion Management: Approaches to Quantifying Head Injury Severity and Recovery. Brain Sci 2023; 13:1352. [PMID: 37759953 PMCID: PMC10526525 DOI: 10.3390/brainsci13091352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/18/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023] Open
Abstract
Mitigating the substantial public health impact of concussion is a particularly difficult challenge. This is partly because concussion is a highly prevalent condition, and diagnosis is predominantly symptom-based. Much of contemporary concussion management relies on symptom interpretation and accurate reporting by patients. These types of reports may be influenced by a variety of factors for each individual, such as preexisting mental health conditions, headache disorders, and sleep conditions, among other factors. This can all be contributory to non-specific and potentially misleading clinical manifestations in the aftermath of a concussion. This review aimed to conduct an examination of the existing literature on emerging approaches for objectively evaluating potential concussion, as well as to highlight current gaps in understanding where further research is necessary. Objective assessments of visual and ocular motor concussion symptoms, specialized imaging techniques, and tissue-based concentrations of specific biomarkers have all shown promise for specifically characterizing diffuse brain injuries, and will be important to the future of concussion diagnosis and management. The consolidation of these approaches into a comprehensive examination progression will be the next horizon for increased precision in concussion diagnosis and treatment.
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Affiliation(s)
- Daniel N. de Souza
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
| | - Mitchell Jarmol
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
| | - Carter A. Bell
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
| | - Christina Marini
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
| | - Laura J. Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10017, USA
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10017, USA
| | - Steven L. Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10017, USA
| | - Scott N. Grossman
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10017, USA; (D.N.d.S.); (M.J.); (C.A.B.); (C.M.); (L.J.B.); (S.L.G.)
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10017, USA
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Rodden LN, McIntyre K, Keita M, Wells M, Park C, Profeta V, Waldman A, Rummey C, Balcer LJ, Lynch DR. Retinal hypoplasia and degeneration result in vision loss in Friedreich ataxia. Ann Clin Transl Neurol 2023; 10:1397-1406. [PMID: 37334854 PMCID: PMC10424660 DOI: 10.1002/acn3.51830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/16/2023] [Accepted: 05/26/2023] [Indexed: 06/21/2023] Open
Abstract
OBJECTIVE Friedreich ataxia (FRDA) is an inherited condition caused by a GAA triplet repeat (GAA-TR) expansion in the FXN gene. Clinical features of FRDA include ataxia, cardiomyopathy, and in some, vision loss. In this study, we characterize features of vision loss in a large cohort of adults and children with FRDA. METHODS Using optical coherence tomography (OCT), we measured peripapillary retinal nerve fiber layer (RNFL) thickness in 198 people with FRDA, and 77 controls. Sloan letter charts were used to determine visual acuity. RNFL thickness and visual acuity were compared to measures of disease severity obtained from the Friedreich Ataxia Clinical Outcomes Measures Study (FACOMS). RESULTS The majority of patients, including children, had pathologically thin RNFLs (mean = 73 ± 13 μm in FRDA; 98 ± 9 μm in controls) and low-contrast vision deficits early in the disease course. Variability in RNFL thickness in FRDA (range: 36 to 107 μm) was best predicted by disease burden (GAA-TR length X disease duration). Significant deficits in high-contrast visual acuity were apparent in patients with an RNFL thickness of ≤68 μm. RNFL thickness decreased at a rate of -1.2 ± 1.4 μm/year and reached 68 μm at a disease burden of approximately 12,000 GAA years, equivalent to disease duration of 17 years for participants with 700 GAAs. INTERPRETATION These data suggest that both hypoplasia and subsequent degeneration of the RNFL may be responsible for the optic nerve dysfunction in FRDA and support the development of a vision-directed treatment for selected patients early in the disease to prevent RNFL loss from reaching the critical threshold.
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Affiliation(s)
- Layne N. Rodden
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Kellie McIntyre
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Medina Keita
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Mckenzie Wells
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Courtney Park
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Victoria Profeta
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Amy Waldman
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | | | - Laura J. Balcer
- Departments of Neurology, Population Health and OphthalmologyNYU Grossman School of MedicineNew YorkNew YorkUSA
| | - David R. Lynch
- Departments of Pediatrics and Neurology, Children's Hospital of Philadelphia, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
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Bell CA, Grossman SN, Balcer LJ, Galetta SL. Vision as a piece of the head trauma puzzle. Eye (Lond) 2023; 37:2385-2390. [PMID: 36801966 PMCID: PMC10397310 DOI: 10.1038/s41433-023-02437-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 12/07/2022] [Accepted: 01/31/2023] [Indexed: 02/19/2023] Open
Abstract
Approximately half of the brain's circuits are involved in vision and control of eye movements. Therefore, visual dysfunction is a common symptom of concussion, the mildest form of traumatic brain injury (TBI). Photosensitivity, vergence dysfunction, saccadic abnormalities, and distortions in visual perception have been reported as vision-related symptoms following concussion. Impaired visual function has also been reported in populations with a lifetime history of TBI. Consequently, vision-based tools have been developed to detect and diagnose concussion in the acute setting, and characterize visual and cognitive function in those with a lifetime history of TBI. Rapid automatized naming (RAN) tasks have provided widely accessible and quantitative measures of visual-cognitive function. Laboratory-based eye tracking approaches demonstrate promise in measuring visual function and validating results from RAN tasks in patients with concussion. Optical coherence tomography (OCT) has detected neurodegeneration in patients with Alzheimer's disease and multiple sclerosis and may provide critical insight into chronic conditions related to TBI, such as traumatic encephalopathy syndrome. Here, we review the literature and discuss the future directions of vision-based assessments of concussion and conditions related to TBI.
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Affiliation(s)
- Carter A Bell
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Scott N Grossman
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Laura J Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
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16
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Patil SA, Joseph B, Tagliani P, Sastre-Garriga J, Montalban X, Vidal-Jordana A, Galetta SL, Balcer LJ, Kenney RC. Longitudinal stability of inter-eye differences in optical coherence tomography measures for identifying unilateral optic nerve lesions in multiple sclerosis. J Neurol Sci 2023; 449:120669. [PMID: 37167654 DOI: 10.1016/j.jns.2023.120669] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 04/27/2023] [Accepted: 04/30/2023] [Indexed: 05/13/2023]
Abstract
INTRODUCTION Optical coherence tomography (OCT)-derived peripapillary retinal nerve fiber layer (pRNFL) and ganglion cell+inner plexiform layer (GCIPL) thickness inter-eye differences (IEDs) are robust measurements for identifying clinical history acute ON in people with MS (PwMS). This study investigated the utility and durability of these measures as longitudinal markers to identify optic nerve lesions. METHODS Prospective, multi-center international study of PwMS (with/without clinical history of ON) and healthy controls. Data from two sites in the International MS Visual System Consortium (IMSVISUAL) were analyzed. Mixed-effects models were used to compare inter-eye differences based on MS and acute ON history. RESULTS Average age of those with MS (n = 210) was 39.1 ± 10.8 and 190 (91%) were relapsing-remitting. Fifty-nine (28.1%) had a history of acute unilateral ON, while 9/210 (4.3%) had >1 IB episode. Median follow-up between OCT scans was 9 months. By mixed-effects modeling, IEDs were stable between first and last visits within groups for GCIPL for controls (p = 0.18), all PwMS (p = 0.74), PwMs without ON (p = 0.22), and PwMS with ON (p = 0.48). For pRNFL, IEDs were within controls (p = 0.10), all PwMS (p = 0.53), PwMS without ON history (p = 0.98), and PwMS with history of ON (p = 0.81). CONCLUSION We demonstrated longitudinal stability of pRNFL and GCIPL IEDs as markers for optic nerve lesions in PwMS, thus reinforcing the role for OCT in demonstrating optic nerve lesions.
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Affiliation(s)
- Sachi A Patil
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Binu Joseph
- Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Paula Tagliani
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Jaume Sastre-Garriga
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Xavier Montalban
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Angela Vidal-Jordana
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Steven L Galetta
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Laura J Balcer
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Rachel C Kenney
- Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA; Departments of Radiology and Radiological Sciences, Vanderbilt University School of Medicine, Nashville, TN, USA; Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA.
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17
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Alosco ML, Tripodis Y, Baucom ZH, Adler CH, Balcer LJ, Bernick C, Mariani ML, Au R, Banks SJ, Barr WB, Wethe JV, Cantu RC, Coleman MJ, Dodick DW, McClean MD, McKee AC, Mez J, Palmisano JN, Martin B, Hartlage K, Lin AP, Koerte IK, Cummings JL, Reiman EM, Stern RA, Shenton ME, Bouix S. White matter hyperintensities in former American football players. Alzheimers Dement 2023; 19:1260-1273. [PMID: 35996231 PMCID: PMC10351916 DOI: 10.1002/alz.12779] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 06/24/2022] [Accepted: 07/27/2022] [Indexed: 11/11/2022]
Abstract
INTRODUCTION The presentation, risk factors, and etiologies of white matter hyperintensities (WMH) in people exposed to repetitive head impacts are unknown. We examined the burden and distribution of WMH, and their association with years of play, age of first exposure, and clinical function in former American football players. METHODS A total of 149 former football players and 53 asymptomatic unexposed participants (all men, 45-74 years) completed fluid-attenuated inversion recovery magnetic resonance imaging, neuropsychological testing, and self-report neuropsychiatric measures. Lesion Segmentation Toolbox estimated WMH. Analyses were performed in the total sample and stratified by age 60. RESULTS In older but not younger participants, former football players had greater total, frontal, temporal, and parietal log-WMH compared to asymptomatic unexposed men. In older but not younger former football players, greater log-WMH was associated with younger age of first exposure to football and worse executive function. DISCUSSION In older former football players, WMH may have unique presentations, risk factors, and etiologies. HIGHLIGHTS Older but not younger former football players had greater total, frontal, temporal, and parietal lobe white matter hyperintensities (WMH) compared to same-age asymptomatic unexposed men. Younger age of first exposure to football was associated with greater WMH in older but not younger former American football players. In former football players, greater WMH was associated with worse executive function and verbal memory.
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Affiliation(s)
- Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Boston University School of Medicine, Boston, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Zachary H. Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Charles H. Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ
| | - Laura J. Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV
- Department of Neurology, University of Washington, Seattle, WA
| | - Megan L. Mariani
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Boston University School of Medicine, Boston, MA
| | - Rhoda Au
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
- Framingham Heart Study, Framingham, MA
- Slone Epidemiology Center, Boston University, Boston, MA
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA
| | - Sarah J. Banks
- Departments of Neuroscience and Psychiatry, University of California, San Diego, CA
| | - William B. Barr
- Department of Neurology, NYU Grossman School of Medicine, New York, NY
| | - Jennifer V. Wethe
- Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ
| | - Robert C. Cantu
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
| | - Michael J. Coleman
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
| | - David W. Dodick
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ
| | - Michael D. McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, MA
| | - Ann C. McKee
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
- VA Boston Healthcare System, Boston, MA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
- Framingham Heart Study, Framingham, MA
| | - Joseph N. Palmisano
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA
| | - Kaitlin Hartlage
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA
| | - Alexander P. Lin
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Inga K. Koerte
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany
| | - Jeffrey L. Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV
| | - Eric M. Reiman
- Banner Alzheimer’s Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer’s Consortium, Phoenix, AZ
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA
- Department of Neurosurgery, Boston University School of Medicine, Boston, MA
| | - Martha E. Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Sylvain Bouix
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
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Hurtubise B, Frohman EM, Galetta S, Balcer LJ, Frohman TC, Lisak RP, Newsome SD, Graves JS, Zamvil SS, Amezcua L. MOG Antibody-Associated Disease and Thymic Hyperplasia: From the National Multiple Sclerosis Society Case Conference Proceedings. Neurol Neuroimmunol Neuroinflamm 2023; 10:e200077. [PMID: 36517233 PMCID: PMC9753285 DOI: 10.1212/nxi.0000000000200077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 10/26/2022] [Indexed: 12/15/2022]
Abstract
Myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD) is a recently described CNS inflammatory disorder that may manifest with optic neuritis, myelitis, seizures, and/or acute disseminated encephalomyelitis. While MOG-specific antibodies in patients with MOGAD are IgG1, a T-cell-dependent antibody isotype, immunologic mechanisms of this disease are not fully understood. Thymic hyperplasia can be associated with certain autoimmune diseases. In this report we describe a case of MOGAD associated with thymic hyperplasia in a young adult.
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Affiliation(s)
- Brigitte Hurtubise
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Elliot M Frohman
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Steven Galetta
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Laura J Balcer
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Teresa C Frohman
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Robert P Lisak
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Scott D Newsome
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Jennifer S Graves
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
| | - Scott S Zamvil
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco.
| | - Lilyana Amezcua
- From the Department of Neurology (B.H., L.A.), University of Southern California (USC), Keck School of Medicine; Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA; Departments of Neurology (S.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Department of Neurology (S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurosciences (J.S.G.), University of California, San Diego; and Department of Neurology and Program in Immunology (S.S.Z.), University of California, San Francisco
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Perumal J, Balabanov R, Su R, Chang R, Balcer LJ, Galetta SL, Avila RL, Rutledge D, Fox RJ. Correction to: Improvements in Cognitive Processing Speed, Disability, and Patient‑Reported Outcomes in Patients with Early Relapsing‑Remitting Multiple Sclerosis Treated with Natalizumab: Results of a 4‑year, Real‑World, Open‑Label Study. CNS Drugs 2023; 37:275-289. [PMID: 36780107 PMCID: PMC10024661 DOI: 10.1007/s40263-022-00982-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
BACKGROUND STRIVE was a prospective, 4-year, multicenter, observational, open-label, single-arm study of natalizumab treatment in anti-JC virus antibody-negative patients with early relapsing-remitting multiple sclerosis (RRMS). OBJECTIVE Study objectives examined the effects of natalizumab on cognitive processing speed, confirmed disability improvement (CDI), and patient-reported outcomes (PROs). METHODS Clinical and PRO secondary endpoints were assessed annually over 4 years in STRIVE. The Symbol Digit Modalities Test (SDMT) was used as a measure of cognitive processing speed. PROs were assessed using the Multiple Sclerosis Impact Score (MSIS-29) and the Work Productivity and Activity Impairment Questionnaire (WPAI). RESULTS At all four annual assessments, the proportion of patients in the intent-to-treat (ITT) population (N = 222) who exhibited clinically meaningful improvement in their SDMT score from baseline (i.e., change ≥ 4 points) ranged from 41.9 to 54.0%. The cumulative probability of CDI at 4 years in patients in the ITT population with a baseline Expanded Disability Status Scale score ≥ 2 (N = 133) was 43.9%. Statistically significant reductions in the mean change from screening in the MSIS-29 physical and psychological scores, indicating improved quality of life, were observed over all 4 years (P ≤ 0.0012 for all). A statistically significant decrease from screening in the impact of MS on regular activities, signifying an improvement in this WPAI measure, was also observed over all 4 years of the study. CONCLUSION These results further extend our knowledge of the effectiveness, specifically regarding improvements in cognitive processing speed, disability and PROs, of long-term natalizumab treatment in early RRMS patients. CLINICALTRIALS GOV: NCT01485003 (5 December 2011).
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Affiliation(s)
- Jai Perumal
- Weill Cornell Medical College, Cornell University, 1305 York Ave #2F, New York, NY, 10065, USA.
| | | | - Ray Su
- Biogen, Cambridge, MA, USA
| | | | - Laura J Balcer
- New York University Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- New York University Grossman School of Medicine, New York, NY, USA
| | | | | | - Robert J Fox
- Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, OH, USA
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20
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Zhang C, Kurzweil A, Pleninger P, Nelson A, Gurin L, Zabar S, Galetta SL, Balcer LJ, Lewis A. Neurology faculty comfort and experience with communication skills. J Clin Neurosci 2023; 109:21-25. [PMID: 36642032 DOI: 10.1016/j.jocn.2022.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Neurology faculty care for complex patients, teach, and work within multidisciplinary teams. It is imperative for faculty to have strong communication skills. METHODS We surveyed NYU neurology teaching faculty to determine levels of comfort and experience over the past year with providing negative feedback to a trainee; debriefing after an adverse clinical outcome; and assisting a struggling colleague. We examined the relationship between levels of comfort and experience with 1) faculty self-identified sex and 2) number of years since completion of medical training. RESULTS The survey was completed by 36/83 teaching neurology faculty (43 %); 17 (47 %) respondents were female and 21 (58 %) were ≤10 years post-training. The proportions of faculty who reported feeling uncomfortable were 44 % (16/36) for assisting a struggling colleague, 28 % (10/36) for providing negative feedback, and 19 % (7/36) for debriefing an adverse outcome. Proportions of faculty who reported they had no experience were 75 % (27/36) for assisting a struggling colleague, 39 % (14/36) for debriefing an adverse clinical event, and 17 % (6/36) for providing negative feedback. Female respondents and faculty who were ≤10 years post-training were more likely to report feeling uncomfortable with assisting a struggling colleague and to have had no experience doing so in the past year. On multivariate analyses accounting for sex and experience, sex remained independently associated with feeling uncomfortable with assisting a struggling colleague (OR = 12.2, 95 % CI: 2.1-69.6, p = 0.005). CONCLUSION Faculty development may be needed to improve comfort and experience with challenging communication-based interactions. Female faculty and faculty early in their careers may benefit most.
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Affiliation(s)
- Cen Zhang
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States.
| | - Arielle Kurzweil
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States
| | - Perrin Pleninger
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States
| | - Aaron Nelson
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States
| | - Lindsey Gurin
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Physical Medicine and Rehabilitation Medicine, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Psychiatry, NY, NY 10016, United States
| | - Sondra Zabar
- New York University Grossman School of Medicine, Department of Medicine, NY, NY 10016, United States
| | - Steven L Galetta
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Ophthalmology, NY, NY 10016, United States
| | - Laura J Balcer
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Ophthalmology, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Population Health, NY, NY 10016, United States
| | - Ariane Lewis
- New York University Grossman School of Medicine, Department of Neurology, NY, NY 10016, United States; New York University Grossman School of Medicine, Department of Neurosurgery, NY, NY 10016, United States
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21
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Thawani SP, Minen MT, Stainman RS, Friedman S, Bhatt JM, Foo FYA, Torres DM, Weinberg HJ, Kim NH, Levitan V, Cardiel MI, Zakin E, Conway JM, Kurzweil AM, Hasanaj L, Galetta SL, Balcer LJ, Busis NA. Neurologists' Evaluations of Experience and Effectiveness of Teleneurology Encounters. Telemed J E Health 2023; 29:442-453. [PMID: 35834603 DOI: 10.1089/tmj.2021.0551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background and Objectives: To better understand neurologists' assessments of the experiences and effectiveness of teleneurology encounters. Methods: After completing an audio-video telehealth visit with verbally consenting patients, neurologists recorded their evaluations of the encounter. Data were analyzed using standard quantitative and qualitative techniques. Results: The study included unique encounters between 187 patients and 11 neurologists. The mean patient age was 49 ± 17.5 years. Two thirds of patients (66.8%, 125/187) were female. One third of patients (33.2%; 62) were new patients. The most common patient complaints were headache (69/187, 36.9%), focal and generalized numbness or tingling (21, 11.2%), memory difficulty (15, 8%), spine-related symptoms (12, 6.4%), and vertigo (11, 5.9%). Neurologists reported that they completed a virtual examination that provided enough information for medical decision-making in 94.9% of encounters (169/178, 9 missing responses). Fourteen of 25 examination elements important for medical decision-making could be performed sufficiently during virtual encounters. Examination assistance was needed for 16.4% (30/183) of patients, who were, on average, 17.3 years older than those who did not require assistance (62.9 years vs. 45.6 years, p = 0.0002). In 19.1% (34/178) of encounters, neurologists learned clinically relevant information from seeing patients in their homes. Neurologists' assessments of the effectiveness of encounters were not related to the presence (97.2%, 35/36 effective) or absence (95%, 134/141 effective) of technical difficulties (p = 0.5729) in 177 encounters (10 missing responses). Discussion: Neurologists reported that nearly 95% of teleneurology encounters were effective despite limitations of the virtual examination, occasional need for patient assistance, and technical difficulties.
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Affiliation(s)
- Sujata P Thawani
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Mia T Minen
- Department of Neurology and NYU Langone Health, New York, New York, USA.,Department of Population Health, NYU Langone Health, New York, New York, USA
| | - Rebecca S Stainman
- Department of Neurology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Steven Friedman
- Department of Population Health, NYU Langone Health, New York, New York, USA
| | - Jaydeep M Bhatt
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Farng-Yang A Foo
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Daniel M Torres
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Harold J Weinberg
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Nina H Kim
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Valeriya Levitan
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Myrna I Cardiel
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Elina Zakin
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Jenna M Conway
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | | | - Lisena Hasanaj
- Department of Neurology and NYU Langone Health, New York, New York, USA
| | - Steven L Galetta
- Department of Neurology and NYU Langone Health, New York, New York, USA.,Department of Ophthalmology, NYU Langone Health, New York, New York, USA
| | - Laura J Balcer
- Department of Neurology and NYU Langone Health, New York, New York, USA.,Department of Population Health, NYU Langone Health, New York, New York, USA.,Department of Ophthalmology, NYU Langone Health, New York, New York, USA
| | - Neil A Busis
- Department of Neurology and NYU Langone Health, New York, New York, USA
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22
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Schaffer O, Xie F, Cheng D, Grossman SN, Galetta SL, Balcer LJ, Balcer LJ. Trends in concussion mechanism of injury during the COVID-19 pandemic. J Neurol Sci 2023; 445:120538. [PMID: 36608628 PMCID: PMC9797225 DOI: 10.1016/j.jns.2022.120538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 12/25/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVE The primary objective was to determine the effect of the COVID-19 pandemic on volume, demographics, and mechanisms of injury (MOI) for patients seen at an urban multidisciplinary concussion center. During the first phase of the pandemic in the United States, stay-at-home orders led to decreased group activities and required cancellation of outpatient appointments or initiation of telemedicine visits. METHODS This study was a retrospective chart review of 3500 patient electronic medical records (EMR). Patients aged 1-99 years were eligible if they had been seen at New York University Langone Health Concussion Center during March 1-December 31, 2019 (control/pre-pandemic period) or during the same period in 2020 (pandemic period). Injury date, appointment date, age, sex, and MOI were captured; statistical analyses were performed using Stata17 (StataCorp, College Station, TX). RESULTS There were 48% fewer visits during the COVID-19 pandemic period compared to the 2019 control period. There was a decreased proportion of pediatric patients (15% control, 6% pandemic; p = 0.007, chi-square test). Fewer concussions were related to team sports (21% control, 5% pandemic; p < 0.001), and a greater proportion were caused by bicycle accidents (4% control, 8% pandemic; p = 0.037) and assault/domestic violence (3% control, 9% pandemic; p < 0.001). CONCLUSION The relative proportions of concussion MOI, age distributions, and visit volumes were significantly associated with pre-pandemic vs. pandemic periods, suggesting that COVID-19 changed concussion epidemiology during the pandemic period. This study demonstrates how epidemiologic data may inform future resource allocation during public health emergencies.
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Affiliation(s)
- Olivia Schaffer
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America
| | - Frank Xie
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America
| | - Debby Cheng
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America
| | - Scott N Grossman
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America; Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, United States of America
| | - Steven L Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America; Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, United States of America
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, United States of America; Department of Population Health, NYU Grossman School of Medicine, New York, NY, United States of America; Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, United States of America.
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23
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Patil SA, Grossman S, Kenney R, Balcer LJ, Galetta S. Where's the Vision? The Importance of Visual Outcomes in Neurologic Disorders: The 2021 H. Houston Merritt Lecture. Neurology 2023; 100:244-253. [PMID: 36522160 PMCID: PMC9931086 DOI: 10.1212/wnl.0000000000201490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/14/2022] [Indexed: 12/23/2022] Open
Abstract
Neurologists have long recognized the importance of the visual system in the diagnosis and monitoring of neurologic disorders. This is particularly true because approximately 50% of the brain's pathways subserve afferent and efferent aspects of vision. During the past 30 years, researchers and clinicians have further refined this concept to include investigation of the visual system for patients with specific neurologic diagnoses, including multiple sclerosis (MS), concussion, Parkinson disease (PD), and conditions along the spectrum of Alzheimer disease (AD, mild cognitive impairment, and subjective cognitive decline). This review highlights the visual "toolbox" that has been developed over the past 3 decades and beyond to capture both structural and functional aspects of vision in neurologic disease. Although the efforts to accelerate the emphasis on structure-function relationships in neurologic disorders began with MS during the early 2000s, such investigations have broadened to recognize the need for outcomes of visual pathway structure, function, and quality of life for clinical trials of therapies across the spectrum of neurologic disorders. This review begins with a patient case study highlighting the importance using the most modern technologies for visual pathway assessment, including optical coherence tomography. We emphasize that both structural and functional tools for vision testing can be used in parallel to detect what might otherwise be subclinical events or markers of visual and, perhaps, more global neurologic decline. Such measures will be critical because clinical trials and therapies become more available across the neurologic disease spectrum.
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Affiliation(s)
- Sachi A Patil
- From the Department of Ophthalmology (S.A.P., L.J.B, S.G.), New York University Grossman School of Medicine, NY; Department of Neurology (S.G., L.J.B., S. Galetta), New York University Grossman School of Medicine, NY; Department of Radiology and Radiological Sciences (R.K.), Vanderbilt University School of Medicine, Nashville, TN; Department of Population Health (L.J.B.), New York University Grossman School of Medicine, NY.
| | - Scott Grossman
- From the Department of Ophthalmology (S.A.P., L.J.B, S.G.), New York University Grossman School of Medicine, NY; Department of Neurology (S.G., L.J.B., S. Galetta), New York University Grossman School of Medicine, NY; Department of Radiology and Radiological Sciences (R.K.), Vanderbilt University School of Medicine, Nashville, TN; Department of Population Health (L.J.B.), New York University Grossman School of Medicine, NY
| | - Rachel Kenney
- From the Department of Ophthalmology (S.A.P., L.J.B, S.G.), New York University Grossman School of Medicine, NY; Department of Neurology (S.G., L.J.B., S. Galetta), New York University Grossman School of Medicine, NY; Department of Radiology and Radiological Sciences (R.K.), Vanderbilt University School of Medicine, Nashville, TN; Department of Population Health (L.J.B.), New York University Grossman School of Medicine, NY
| | - Laura J Balcer
- From the Department of Ophthalmology (S.A.P., L.J.B, S.G.), New York University Grossman School of Medicine, NY; Department of Neurology (S.G., L.J.B., S. Galetta), New York University Grossman School of Medicine, NY; Department of Radiology and Radiological Sciences (R.K.), Vanderbilt University School of Medicine, Nashville, TN; Department of Population Health (L.J.B.), New York University Grossman School of Medicine, NY
| | - Steven Galetta
- From the Department of Ophthalmology (S.A.P., L.J.B, S.G.), New York University Grossman School of Medicine, NY; Department of Neurology (S.G., L.J.B., S. Galetta), New York University Grossman School of Medicine, NY; Department of Radiology and Radiological Sciences (R.K.), Vanderbilt University School of Medicine, Nashville, TN; Department of Population Health (L.J.B.), New York University Grossman School of Medicine, NY
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24
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Alosco ML, Barr WB, Banks SJ, Wethe JV, Miller JB, Pulukuri SV, Culhane J, Tripodis Y, Adler CH, Balcer LJ, Bernick C, Mariani ML, Cantu RC, Dodick DW, McClean MD, Au R, Mez J, Turner RW, Palmisano JN, Martin B, Hartlage K, Cummings JL, Reiman EM, Shenton ME, Stern RA, Chen K, Protas H, Boker C, Farrer L, Helm R, Katz DI, Kowall N, Mercier G, Otis J, Weller J, Simkin I, Andino A, Conneely S, Diamond C, Fagle T, Haller O, Hunt T, Gullotti N, Mayville B, McLaughlin K, Nanna M, Platt T, Rice F, Sestak M, Annis D, Chaisson C, Dixon DB, Finney C, Gallagher K, Lu J, Ojo E, Pine B, Ramachandran J, Bouix S, Fitzsimmons J, Lin AP, Koerte IK, Pasternak O, Arciniega H, Billah T, Bonke E, Breedlove K, Coello E, Coleman MJ, Jung L, Liao H, Loy M, Rizzoni E, Schultz V, Silva A, Vessey B, Wiegand TLT, Ritter A, Sabbagh M, de la Cruz R, Durant J, Golceker M, Harmon N, Kaylegian K, Long R, Nance C, Sandoval P, Marek KL, Serrano A, Geda Y, Falk B, Duffy A, Howard M, Montague M, Osgood T, Babcock D, Bellgowan P, Goldberg J, Wisniewski T, Kirov I, Lui Y, Marmar C, Hasanaj L, Serrano L, Al-Kharafi A, George A, Martin S, Riley E, Runge W, Peskind ER, Colasurdo E, Marcus DS, Gurney J, Greenwald R, Johnson KA. Neuropsychological test performance of former American football players. Alzheimers Res Ther 2023; 15:1. [PMID: 36597138 PMCID: PMC9808953 DOI: 10.1186/s13195-022-01147-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/16/2022] [Indexed: 01/04/2023]
Abstract
BACKGROUND Patterns of cognitive impairment in former American football players are uncertain because objective neuropsychological data are lacking. This study characterized the neuropsychological test performance of former college and professional football players. METHODS One hundred seventy male former football players (n=111 professional, n=59 college; 45-74 years) completed a neuropsychological test battery. Raw scores were converted to T-scores using age, sex, and education-adjusted normative data. A T-score ≤ 35 defined impairment. A domain was impaired if 2+ scores fell in the impaired range except for the language and visuospatial domains due to the limited number of tests. RESULTS Most football players had subjective cognitive concerns. On testing, rates of impairments were greatest for memory (21.2% two tests impaired), especially for recall of unstructured (44.7%) versus structured verbal stimuli (18.8%); 51.8% had one test impaired. 7.1% evidenced impaired executive functions; however, 20.6% had impaired Trail Making Test B. 12.1% evidenced impairments in the attention, visual scanning, and psychomotor speed domain with frequent impairments on Trail Making Test A (18.8%). Other common impairments were on measures of language (i.e., Multilingual Naming Test [21.2%], Animal Fluency [17.1%]) and working memory (Number Span Backward [14.7%]). Impairments on our tasks of visuospatial functions were infrequent. CONCLUSIONS In this sample of former football players (most of whom had subjective cognitive concerns), there were diffuse impairments on neuropsychological testing with verbal memory being the most frequently impaired domain.
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Affiliation(s)
- Michael L. Alosco
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA
| | - William B. Barr
- grid.137628.90000 0004 1936 8753Department of Neurology, NYU Grossman School of Medicine, New York, NY USA
| | - Sarah J. Banks
- grid.266100.30000 0001 2107 4242Department of Neuroscience, University of California, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Department of Psychiatry, University of California, San Diego, CA USA
| | - Jennifer V. Wethe
- grid.417468.80000 0000 8875 6339Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ USA
| | - Justin B. Miller
- grid.239578.20000 0001 0675 4725Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV USA
| | - Surya Vamsi Pulukuri
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA
| | - Julia Culhane
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA
| | - Yorghos Tripodis
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA USA ,grid.189504.10000 0004 1936 7558Department of Biostatistics, Boston University School of Public Health, Boston, MA USA
| | - Charles H. Adler
- grid.417468.80000 0000 8875 6339Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ USA
| | - Laura J. Balcer
- grid.137628.90000 0004 1936 8753Department of Neurology, NYU Grossman School of Medicine, New York, NY USA ,grid.137628.90000 0004 1936 8753Department of Population Health, NYU Grossman School of Medicine, New York, NY USA ,grid.137628.90000 0004 1936 8753Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY USA
| | - Charles Bernick
- grid.239578.20000 0001 0675 4725Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV USA ,grid.34477.330000000122986657Department of Neurology, University of Washington, Seattle, WA USA
| | - Megan L. Mariani
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA
| | - Robert C. Cantu
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA
| | - David W. Dodick
- grid.417468.80000 0000 8875 6339Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ USA
| | - Michael D. McClean
- grid.189504.10000 0004 1936 7558Department of Environmental Health, Boston University School of Public Health, Boston, MA USA
| | - Rhoda Au
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA ,grid.510954.c0000 0004 0444 3861Framingham Heart Study, Framingham, MA USA ,grid.189504.10000 0004 1936 7558Slone Epidemiology Center, Boston University, Boston, MA USA ,grid.189504.10000 0004 1936 7558Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA USA ,grid.189504.10000 0004 1936 7558Department of Epidemiology, Boston University School of Public Health, Boston, MA USA
| | - Jesse Mez
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA ,grid.510954.c0000 0004 0444 3861Framingham Heart Study, Framingham, MA USA
| | - Robert W. Turner
- grid.253615.60000 0004 1936 9510Department of Clinical Research & Leadership, The George Washington University School of Medicine & Health Sciences, Washington, DC, USA
| | - Joseph N. Palmisano
- grid.189504.10000 0004 1936 7558Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA USA
| | - Brett Martin
- grid.189504.10000 0004 1936 7558Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA USA
| | - Kaitlin Hartlage
- grid.189504.10000 0004 1936 7558Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA USA
| | - Jeffrey L. Cummings
- grid.272362.00000 0001 0806 6926Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV USA
| | - Eric M. Reiman
- Banner Alzheimer’s Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer’s Consortium, Phoenix, AZ USA
| | - Martha E. Shenton
- grid.62560.370000 0004 0378 8294Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Department of Radiology, Brigham and Women’s Hospital, Boston, MA USA ,grid.410370.10000 0004 4657 1992VA Boston Healthcare System, Boston, MA USA
| | - Robert A. Stern
- grid.189504.10000 0004 1936 7558Boston University Alzheimer’s Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Robinson Building, Suite B7800, Boston, MA 02118 USA ,grid.189504.10000 0004 1936 7558Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA USA ,grid.189504.10000 0004 1936 7558Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA USA
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25
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Goldschmidt C, Galetta SL, Lisak RP, Balcer LJ, Hellman A, Racke MK, Lovett-Racke AE, Cruz R, Parsons MS, Sattarnezhad N, Steinman L, Zamvil SS, Frohman EM, Frohman TC. Multiple Sclerosis Followed by Neuromyelitis Optica Spectrum Disorder: From the National Multiple Sclerosis Society Case Conference Proceedings. Neurol Neuroimmunol Neuroinflamm 2023; 10:e200037. [PMID: 36270950 PMCID: PMC9673749 DOI: 10.1212/nxi.0000000000200037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/12/2022] [Indexed: 06/16/2023]
Abstract
A woman presented at age 18 years with partial myelitis and diplopia and experienced multiple subsequent relapses. Her MRI demonstrated T2 abnormalities characteristic of multiple sclerosis (MS) (white matter ovoid lesions and Dawson fingers), and CSF demonstrated an elevated IgG index and oligoclonal bands restricted to the CSF. Diagnosed with clinically definite relapsing-remitting MS, she was treated with various MS disease-modifying therapies and eventually began experiencing secondary progression. At age 57 years, she developed an acute longitudinally extensive transverse myelitis and was found to have AQP4 antibodies by cell-based assay. Our analysis of the clinical course, radiographic findings, molecular diagnostic methods, and treatment response characteristics support the hypothesis that our patient most likely had 2 CNS inflammatory disorders: MS, which manifested as a teenager, and neuromyelitis optica spectrum disorder, which evolved in her sixth decade of life. This case emphasizes a key principle in neurology practice, which is to reconsider whether the original working diagnosis remains tenable, especially when confronted with evidence (clinical and/or paraclinical) that raises the possibility of a distinctively different disorder.
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Affiliation(s)
- Carolyn Goldschmidt
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Steven L Galetta
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Robert P Lisak
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Laura J Balcer
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Andrew Hellman
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Michael K Racke
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Amy E Lovett-Racke
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Roberto Cruz
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Matthew S Parsons
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Neda Sattarnezhad
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Lawrence Steinman
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Scott S Zamvil
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
| | - Elliot M Frohman
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA.
| | - Teresa C Frohman
- From the Mellen Center for Multiple Sclerosis Treatment and Research (C.G.), Cleveland Clinic, OH; Departments of Neurology (S.L.G., L.J.B.), Population Health (L.J.B.) and Ophthalmology (L.J.B., S.L.G.), New York University Grossman School of Medicine; Department of Neurology (R.P.L.), Wayne State University, Detroit MI; Quest Diagnostics (A.H., M.K.R.), Secaucus, NJ; Department of Microbial Infection and Immunity (A.E.L.-R.), Department of Neuroscience Ohio State University Wexner Medical Center, Columbus; Department of Neurology (R.C.), Doctors Hospital at Renaissance; Department of Neurology (R.C.), University of Texas Rio Grande Valley; Division of Microbiology and Immunology (M.S.P.), Yerkes National Primate Research Center, and Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA; Department of Neurology (N.S., L.S.), Stanford University School of Medicine, Palo Alto, CA; Department of Neurology and Program in Immunology (S.S.Z.), University of California San Francisco; and Distinguished Senior Fellows (Sabbatical) Neuroimmunology Laboratory of Professor Lawrence Steinman (E.M.F., T.C.F.), Stanford University School of Medicine, Palo Alto, CA
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Alosco ML, Su Y, Stein TD, Protas H, Cherry JD, Adler CH, Balcer LJ, Bernick C, Pulukuri SV, Abdolmohammadi B, Coleman MJ, Palmisano JN, Tripodis Y, Mez J, Rabinovici GD, Marek KL, Beach TG, Johnson KA, Huber BR, Koerte I, Lin AP, Bouix S, Cummings JL, Shenton ME, Reiman EM, McKee AC, Stern RA. Associations between near end-of-life flortaucipir PET and postmortem CTE-related tau neuropathology in six former American football players. Eur J Nucl Med Mol Imaging 2023; 50:435-452. [PMID: 36152064 PMCID: PMC9816291 DOI: 10.1007/s00259-022-05963-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/01/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE Flourine-18-flortaucipir tau positron emission tomography (PET) was developed for the detection for Alzheimer's disease. Human imaging studies have begun to investigate its use in chronic traumatic encephalopathy (CTE). Flortaucipir-PET to autopsy correlation studies in CTE are needed for diagnostic validation. We examined the association between end-of-life flortaucipir PET and postmortem neuropathological measurements of CTE-related tau in six former American football players. METHODS Three former National Football League players and three former college football players who were part of the DIAGNOSE CTE Research Project died and agreed to have their brains donated. The six players had flortaucipir (tau) and florbetapir (amyloid) PET prior to death. All brains from the deceased participants were neuropathologically evaluated for the presence of CTE. On average, the participants were 59.0 (SD = 9.32) years of age at time of PET. PET scans were acquired 20.33 (SD = 13.08) months before their death. Using Spearman correlation analyses, we compared flortaucipir standard uptake value ratios (SUVRs) to digital slide-based AT8 phosphorylated tau (p-tau) density in a priori selected composite cortical, composite limbic, and thalamic regions-of-interest (ROIs). RESULTS Four brain donors had autopsy-confirmed CTE, all with high stage disease (n = 3 stage III, n = 1 stage IV). Three of these four met criteria for the clinical syndrome of CTE, known as traumatic encephalopathy syndrome (TES). Two did not have CTE at autopsy and one of these met criteria for TES. Concomitant pathology was only present in one of the non-CTE cases (Lewy body) and one of the CTE cases (motor neuron disease). There was a strong association between flortaucipir SUVRs and p-tau density in the composite cortical (ρ = 0.71) and limbic (ρ = 0.77) ROIs. Although there was a strong association in the thalamic ROI (ρ = 0.83), this is a region with known off-target binding. SUVRs were modest and CTE and non-CTE cases had overlapping SUVRs and discordant p-tau density for some regions. CONCLUSIONS Flortaucipir-PET could be useful for detecting high stage CTE neuropathology, but specificity to CTE p-tau is uncertain. Off-target flortaucipir binding in the hippocampus and thalamus complicates interpretation of these associations. In vivo biomarkers that can detect the specific p-tau of CTE across the disease continuum are needed.
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Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Yi Su
- Banner Alzheimer's Institute, Arizona State University, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
| | - Hillary Protas
- Banner Alzheimer's Institute, Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Jonathan D Cherry
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Laura J Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, USA
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Surya Vamsi Pulukuri
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Bobak Abdolmohammadi
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Michael J Coleman
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Joseph N Palmisano
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
| | - Gil D Rabinovici
- Memory & Aging Center, Departments of Neurology, Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | - Kenneth L Marek
- Institute for Neurodegenerative Disorders, Invicro, LLC, New Haven, CT, USA
| | - Thomas G Beach
- Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Keith A Johnson
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Gordon Center for Medical Imaging, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Bertrand Russell Huber
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- National Center for PTSD, VA Boston Healthcare, Jamaica Plain, MA, USA
| | - Inga Koerte
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig Maximilians University, Munich, Germany
- Graduate School of Systemic Neurosciences, Ludwig Maximilians University, Munich, Germany
- NICUM (NeuroImaging Core Unit Munich), Ludwig Maximilians University, Munich, Germany
| | - Alexander P Lin
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sylvain Bouix
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Jeffrey L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Martha E Shenton
- VA Boston Healthcare System, Boston, MA, USA
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
- Departments of Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, USA.
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Frontera JA, Sabadia S, Yang D, de Havenon A, Yaghi S, Lewis A, Lord AS, Melmed K, Thawani S, Balcer LJ, Wisniewski T, Galetta SL. Life stressors significantly impact long-term outcomes and post-acute symptoms 12-months after COVID-19 hospitalization. J Neurol Sci 2022; 443:120487. [PMID: 36379135 PMCID: PMC9637014 DOI: 10.1016/j.jns.2022.120487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/12/2022] [Accepted: 11/01/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Limited data exists evaluating predictors of long-term outcomes after hospitalization for COVID-19. METHODS We conducted a prospective, longitudinal cohort study of patients hospitalized for COVID-19. The following outcomes were collected at 6 and 12-months post-diagnosis: disability using the modified Rankin Scale (mRS), activities of daily living assessed with the Barthel Index, cognition assessed with the telephone Montreal Cognitive Assessment (t-MoCA), Neuro-QoL batteries for anxiety, depression, fatigue and sleep, and post-acute symptoms of COVID-19. Predictors of these outcomes, including demographics, pre-COVID-19 comorbidities, index COVID-19 hospitalization metrics, and life stressors, were evaluated using multivariable logistic regression. RESULTS Of 790 COVID-19 patients who survived hospitalization, 451(57%) completed 6-month (N = 383) and/or 12-month (N = 242) follow-up, and 77/451 (17%) died between discharge and 12-month follow-up. Significant life stressors were reported in 121/239 (51%) at 12-months. In multivariable analyses, life stressors including financial insecurity, food insecurity, death of a close contact and new disability were the strongest independent predictors of worse mRS, Barthel Index, depression, fatigue, and sleep scores, and prolonged symptoms, with adjusted odds ratios ranging from 2.5 to 20.8. Other predictors of poor outcome included older age (associated with worse mRS, Barthel, t-MoCA, depression scores), baseline disability (associated with worse mRS, fatigue, Barthel scores), female sex (associated with worse Barthel, anxiety scores) and index COVID-19 severity (associated with worse Barthel index, prolonged symptoms). CONCLUSIONS Life stressors contribute substantially to worse functional, cognitive and neuropsychiatric outcomes 12-months after COVID-19 hospitalization. Other predictors of poor outcome include older age, female sex, baseline disability and severity of index COVID-19.
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Affiliation(s)
- Jennifer A Frontera
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Sakinah Sabadia
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Dixon Yang
- Department of Neurology, New York Presbyterian, Columbia Medical Center, New York, NY, USA
| | - Adam de Havenon
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Shadi Yaghi
- Department of Neurology, Brown University School of Medicine, Providence, RI, USA
| | - Ariane Lewis
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Aaron S Lord
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Kara Melmed
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Sujata Thawani
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Laura J Balcer
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA; Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
| | - Thomas Wisniewski
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Pathology, New York University Grossman School of Medicine, New York, NY, USA; Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
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Kenney R, Liu M, Hasanaj L, Joseph B, Al-Hassan AA, Balk L, Behbehani R, Brandt AU, Calabresi PA, Frohman EM, Frohman T, Havla J, Hemmer B, Jiang H, Knier B, Korn T, Leocani L, Martínez-Lapiscina EH, Papadopoulou A, Paul F, Petzold A, Pisa M, Villoslada P, Zimmermann H, Ishikawa H, Schuman JS, Wollstein G, Chen Y, Saidha S, Thorpe LE, Galetta SL, Balcer LJ. Normative Data and Conversion Equation for Spectral-Domain Optical Coherence Tomography in an International Healthy Control Cohort. J Neuroophthalmol 2022; 42:442-453. [PMID: 36049213 PMCID: PMC10350791 DOI: 10.1097/wno.0000000000001717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Spectral-domain (SD-) optical coherence tomography (OCT) can reliably measure axonal (peripapillary retinal nerve fiber layer [pRNFL]) and neuronal (macular ganglion cell + inner plexiform layer [GCIPL]) thinning in the retina. Measurements from 2 commonly used SD-OCT devices are often pooled together in multiple sclerosis (MS) studies and clinical trials despite software and segmentation algorithm differences; however, individual pRNFL and GCIPL thickness measurements are not interchangeable between devices. In some circumstances, such as in the absence of a consistent OCT segmentation algorithm across platforms, a conversion equation to transform measurements between devices may be useful to facilitate pooling of data. The availability of normative data for SD-OCT measurements is limited by the lack of a large representative world-wide sample across various ages and ethnicities. Larger international studies that evaluate the effects of age, sex, and race/ethnicity on SD-OCT measurements in healthy control participants are needed to provide normative values that reflect these demographic subgroups to provide comparisons to MS retinal degeneration. METHODS Participants were part of an 11-site collaboration within the International Multiple Sclerosis Visual System (IMSVISUAL) consortium. SD-OCT was performed by a trained technician for healthy control subjects using Spectralis or Cirrus SD-OCT devices. Peripapillary pRNFL and GCIPL thicknesses were measured on one or both devices. Automated segmentation protocols, in conjunction with manual inspection and correction of lines delineating retinal layers, were used. A conversion equation was developed using structural equation modeling, accounting for clustering, with healthy control data from one site where participants were scanned on both devices on the same day. Normative values were evaluated, with the entire cohort, for pRNFL and GCIPL thicknesses for each decade of age, by sex, and across racial groups using generalized estimating equation (GEE) models, accounting for clustering and adjusting for within-patient, intereye correlations. Change-point analyses were performed to determine at what age pRNFL and GCIPL thicknesses exhibit accelerated rates of decline. RESULTS The healthy control cohort (n = 546) was 54% male and had a wide distribution of ages, ranging from 18 to 87 years, with a mean (SD) age of 39.3 (14.6) years. Based on 346 control participants at a single site, the conversion equation for pRNFL was Cirrus = -5.0 + (1.0 × Spectralis global value). Based on 228 controls, the equation for GCIPL was Cirrus = -4.5 + (0.9 × Spectralis global value). Standard error was 0.02 for both equations. After the age of 40 years, there was a decline of -2.4 μm per decade in pRNFL thickness ( P < 0.001, GEE models adjusting for sex, race, and country) and -1.4 μm per decade in GCIPL thickness ( P < 0.001). There was a small difference in pRNFL thickness based on sex, with female participants having slightly higher thickness (2.6 μm, P = 0.003). There was no association between GCIPL thickness and sex. Likewise, there was no association between race/ethnicity and pRNFL or GCIPL thicknesses. CONCLUSIONS A conversion factor may be required when using data that are derived between different SD-OCT platforms in clinical trials and observational studies; this is particularly true for smaller cross-sectional studies or when a consistent segmentation algorithm is not available. The above conversion equations can be used when pooling data from Spectralis and Cirrus SD-OCT devices for pRNFL and GCIPL thicknesses. A faster decline in retinal thickness may occur after the age of 40 years, even in the absence of significant differences across racial groups.
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Affiliation(s)
- Rachel Kenney
- Departments of Neurology (RK, LH, BJ, SLG, LJB) and Population Health (RK, ML, YC, LET, LJB), New York University Grossman School of Medicine, New York, New York; Al-Bahar Ophthalmology Center (AAA-H, RB), Ibn Sina Hospital, Kuwait City, Kuwait; Centre for Research on Sports in Society (LB), Mulier Institute, Utrecht, Netherlands; Experimental and Clinical Research Center (AUB, AP, FP, HZ), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Berlin, Germany; Department of Neurology (AUB), University of California, Irvine, California; Department of Neurology (PAC, SS), Johns Hopkins University, Baltimore, Maryland; Laboratory of Neuroimmunology (EMF, TF), Stanford University School of Medicine, Palo Alto, California; Institute of Clinical Neuroimmunology (JH), LMU Hospital, Ludwig Maximilians Universität München, Munich, Germany; Data Integration for Future Medicine consortium (DIFUTURE) (JH), Ludwig-Maximilians University, Munich, Germany; Department of Neurology (BH, BK, TK), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy) (BH, TK), Munich, Germany; Department of Neurology (HJ), Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida; Vita-Salute University & Hospital San Raffaele (LL, MP), Milano, Italy; Center of Neuroimmunology and Department of Neurology (EHM-L, PV), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain; Neurologic Clinic and Policlinic (AP), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Basel, Switzerland; NeuroCure Clinical Research Center (FP, HZ), Charité-Universitätsmedizin Berlin, Berlin, Germany; Moorfields Eye Hospital (AP), London, United Kingdom ; The National Hospital for Neurology and Neurosurgery (AP), Queen Square, UCL Institute of Neurology, London, United Kingdom; Dutch Neuro-Ophthalmology Expertise Centre (AP), Amsterdam UMC, Amsterdam, the Netherlands; Oregon Health and Science University (HI), Portland, Oregon; Department of Ophthalmology (JSS, GW, SLG, LJB), New York University Grossman School of Medicine, New York, New York; Departments of Biomedical Engineering and Electrical and Computer Engineering (JSS), Tandon School of Engineering, New York University, Brooklyn, New York; Center for Neural Science (JSS), NYU, New York, New York; and Neuroscience Institute (JSS), NYU Langone Health, New York, New York
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Grossman SN, Calix R, Hudson T, Rizzo JR, Selesnick I, Frucht S, Galetta SL, Balcer LJ, Rucker JC. Accuracy of clinical versus oculographic detection of pathological saccadic slowing. J Neurol Sci 2022; 442:120436. [PMID: 36183516 DOI: 10.1016/j.jns.2022.120436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/23/2022] [Accepted: 09/18/2022] [Indexed: 10/31/2022]
Abstract
Saccadic slowing as a component of supranuclear saccadic gaze palsy is an important diagnostic sign in multiple neurologic conditions, including degenerative, inflammatory, genetic, or ischemic lesions affecting brainstem structures responsible for saccadic generation. Little attention has been given to the accuracy with which clinicians correctly identify saccadic slowing. We compared clinician (n = 19) judgements of horizontal and vertical saccade speed on video recordings of saccades (from 9 patients with slow saccades, 3 healthy controls) to objective saccade peak velocity measurements from infrared oculographic recordings. Clinician groups included neurology residents, general neurologists, and fellowship-trained neuro-ophthalmologists. Saccades with normal peak velocities on infrared recordings were correctly identified as normal in 57% (91/171; 171 = 9 videos × 19 clinicians) of clinician decisions; saccades determined to be slow on infrared recordings were correctly identified as slow in 84% (224/266; 266 = 14 videos × 19 clinicians) of clinician decisions. Vertical saccades were correctly identified as slow more often than horizontal saccades (94% versus 74% of decisions). No significant differences were identified between clinician training levels. Reliable differentiation between normal and slow saccades is clinically challenging; clinical performance is most accurate for detection of vertical saccade slowing. Quantitative analysis of saccade peak velocities enhances accurate detection and is likely to be especially useful for detection of mild saccadic slowing.
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Affiliation(s)
- Scott N Grossman
- Department of Neurology, New York University Grossman School of Medicine, United States of America.
| | - Rachel Calix
- Department of Neurology, New York University Grossman School of Medicine, United States of America
| | - Todd Hudson
- Department of Neurology, New York University Grossman School of Medicine, United States of America; Rusk Institute of Rehabilitation, New York University Grossman School of Medicine, United States of America
| | - John Ross Rizzo
- Department of Neurology, New York University Grossman School of Medicine, United States of America; Rusk Institute of Rehabilitation, New York University Grossman School of Medicine, United States of America
| | - Ivan Selesnick
- Department of Electrical and Computer Engineering, New York University Tandon School of Engineering, United States of America
| | - Steven Frucht
- Department of Neurology, New York University Grossman School of Medicine, United States of America
| | - Steven L Galetta
- Department of Neurology, New York University Grossman School of Medicine, United States of America; Department of Ophthalmology, New York University Grossman School of Medicine, United States of America
| | - Laura J Balcer
- Department of Neurology, New York University Grossman School of Medicine, United States of America; Department of Ophthalmology, New York University Grossman School of Medicine, United States of America; Department of Population Health, New York University Grossman School of Medicine, United States of America
| | - Janet C Rucker
- Department of Neurology, New York University Grossman School of Medicine, United States of America; Department of Ophthalmology, New York University Grossman School of Medicine, United States of America
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Motamedi S, Yadav SK, Kenney RC, Lin T, Kauer‐Bonin J, Zimmermann HG, Galetta SL, Balcer LJ, Paul F, Brandt AU. Prior optic neuritis detection on peripapillary ring scans using deep learning. Ann Clin Transl Neurol 2022; 9:1682-1691. [DOI: 10.1002/acn3.51632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/22/2022] [Accepted: 07/07/2022] [Indexed: 11/11/2022] Open
Affiliation(s)
- Seyedamirhosein Motamedi
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
| | - Sunil Kumar Yadav
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
- Nocturne GmbH Berlin Germany
| | - Rachel C. Kenney
- Departments of Radiology and Radiological Sciences and Electrical and Computer Engineering Vanderbilt University Medical Center Nashville Tennessee USA
- Departments of Neurology, Population Health and Ophthalmology New York University New York New York USA
| | - Ting‐Yi Lin
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
| | - Josef Kauer‐Bonin
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
- Nocturne GmbH Berlin Germany
| | - Hanna G. Zimmermann
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
| | - Steven L. Galetta
- Departments of Neurology, Population Health and Ophthalmology New York University New York New York USA
| | - Laura J. Balcer
- Departments of Neurology, Population Health and Ophthalmology New York University New York New York USA
| | - Friedemann Paul
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
- Department of Neurology Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
| | - Alexander U. Brandt
- Experimental and Clinical Research Center a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu Berlin Berlin Germany
- Department of Neurology University of California Irvine California USA
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Frontera JA, Thorpe LE, Simon NM, de Havenon A, Yaghi S, Sabadia SB, Yang D, Lewis A, Melmed K, Balcer LJ, Wisniewski T, Galetta SL. Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study. PLoS One 2022; 17:e0275274. [PMID: 36174032 PMCID: PMC9521913 DOI: 10.1371/journal.pone.0275274] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 09/13/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Post-acute sequelae of COVID-19 (PASC) includes a heterogeneous group of patients with variable symptomatology, who may respond to different therapeutic interventions. Identifying phenotypes of PASC and therapeutic strategies for different subgroups would be a major step forward in management. METHODS In a prospective cohort study of patients hospitalized with COVID-19, 12-month symptoms and quantitative outcome metrics were collected. Unsupervised hierarchical cluster analyses were performed to identify patients with: (1) similar symptoms lasting ≥4 weeks after acute SARS-CoV-2 infection, and (2) similar therapeutic interventions. Logistic regression analyses were used to evaluate the association of these symptom and therapy clusters with quantitative 12-month outcome metrics (modified Rankin Scale, Barthel Index, NIH NeuroQoL). RESULTS Among 242 patients, 122 (50%) reported ≥1 PASC symptom (median 3, IQR 1-5) lasting a median of 12-months (range 1-15) post-COVID diagnosis. Cluster analysis generated three symptom groups: Cluster1 had few symptoms (most commonly headache); Cluster2 had many symptoms including high levels of anxiety and depression; and Cluster3 primarily included shortness of breath, headache and cognitive symptoms. Cluster1 received few therapeutic interventions (OR 2.6, 95% CI 1.1-5.9), Cluster2 received several interventions, including antidepressants, anti-anxiety medications and psychological therapy (OR 15.7, 95% CI 4.1-59.7) and Cluster3 primarily received physical and occupational therapy (OR 3.1, 95%CI 1.3-7.1). The most severely affected patients (Symptom Cluster 2) had higher rates of disability (worse modified Rankin scores), worse NeuroQoL measures of anxiety, depression, fatigue and sleep disorder, and a higher number of stressors (all P<0.05). 100% of those who received a treatment strategy that included psychiatric therapies reported symptom improvement, compared to 97% who received primarily physical/occupational therapy, and 83% who received few interventions (P = 0.042). CONCLUSIONS We identified three clinically relevant PASC symptom-based phenotypes, which received different therapeutic interventions with varying response rates. These data may be helpful in tailoring individual treatment programs.
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Affiliation(s)
- Jennifer A. Frontera
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Lorna E. Thorpe
- Department of Population Health, New York University, New York, New York, United States of America
| | - Naomi M. Simon
- Department of Psychiatry, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Adam de Havenon
- Department of Neurology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Shadi Yaghi
- Department of Neurology, Brown University School of Medicine, Providence, Rhode Island, United States of America
| | - Sakinah B. Sabadia
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Dixon Yang
- Department of Neurology, New York Presbyterian, Columbia Medical Center, New York, New York, United States of America
| | - Ariane Lewis
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Kara Melmed
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Laura J. Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Thomas Wisniewski
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
- Department of Pathology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Steven L. Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, New York, United States of America
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, New York, United States of America
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Kenney RC, Liu M, Hasanaj L, Joseph B, Abu Al-Hassan A, Balk LJ, Behbehani R, Brandt A, Calabresi PA, Frohman E, Frohman TC, Havla J, Hemmer B, Jiang H, Knier B, Korn T, Leocani L, Martinez-Lapiscina EH, Papadopoulou A, Paul F, Petzold A, Pisa M, Villoslada P, Zimmermann H, Thorpe LE, Ishikawa H, Schuman JS, Wollstein G, Chen Y, Saidha S, Galetta S, Balcer LJ. The Role of Optical Coherence Tomography Criteria and Machine Learning in Multiple Sclerosis and Optic Neuritis Diagnosis. Neurology 2022; 99:e1100-e1112. [PMID: 35764402 PMCID: PMC9536738 DOI: 10.1212/wnl.0000000000200883] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 05/11/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Recent studies have suggested that intereye differences (IEDs) in peripapillary retinal nerve fiber layer (pRNFL) or ganglion cell + inner plexiform (GCIPL) thickness by spectral domain optical coherence tomography (SD-OCT) may identify people with a history of unilateral optic neuritis (ON). However, this requires further validation. Machine learning classification may be useful for validating thresholds for OCT IEDs and for examining added utility for visual function tests, such as low-contrast letter acuity (LCLA), in the diagnosis of people with multiple sclerosis (PwMS) and for unilateral ON history. METHODS Participants were from 11 sites within the International Multiple Sclerosis Visual System consortium. pRNFL and GCIPL thicknesses were measured using SD-OCT. A composite score combining OCT and visual measures was compared individual measurements to determine the best model to distinguish PwMS from controls. These methods were also used to distinguish those with a history of ON among PwMS. Receiver operating characteristic (ROC) curve analysis was performed on a training data set (2/3 of cohort) and then applied to a testing data set (1/3 of cohort). Support vector machine (SVM) analysis was used to assess whether machine learning models improved diagnostic capability of OCT. RESULTS Among 1,568 PwMS and 552 controls, variable selection models identified GCIPL IED, average GCIPL thickness (both eyes), and binocular 2.5% LCLA as most important for classifying PwMS vs controls. This composite score performed best, with area under the curve (AUC) = 0.89 (95% CI 0.85-0.93), sensitivity = 81%, and specificity = 80%. The composite score ROC curve performed better than any of the individual measures from the model (p < 0.0001). GCIPL IED remained the best single discriminator of unilateral ON history among PwMS (AUC = 0.77, 95% CI 0.71-0.83, sensitivity = 68%, specificity = 77%). SVM analysis performed comparably with standard logistic regression models. DISCUSSION A composite score combining visual structure and function improved the capacity of SD-OCT to distinguish PwMS from controls. GCIPL IED best distinguished those with a history of unilateral ON. SVM performed as well as standard statistical models for these classifications. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that SD-OCT accurately distinguishes multiple sclerosis from normal controls as compared with clinical criteria.
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Affiliation(s)
- Rachel C Kenney
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Mengling Liu
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Lisena Hasanaj
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Binu Joseph
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Abdullah Abu Al-Hassan
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Lisanne J Balk
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Raed Behbehani
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Alexander Brandt
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Peter A Calabresi
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Elliot Frohman
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Teresa C Frohman
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Joachim Havla
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Bernhard Hemmer
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Hong Jiang
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Benjamin Knier
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Thomas Korn
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Letizia Leocani
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Elena Hernandez Martinez-Lapiscina
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Athina Papadopoulou
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Friedemann Paul
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Axel Petzold
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Marco Pisa
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Pablo Villoslada
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Hanna Zimmermann
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Lorna E Thorpe
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Hiroshi Ishikawa
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Joel S Schuman
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Gadi Wollstein
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Yu Chen
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Shiv Saidha
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Steven Galetta
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Laura J Balcer
- From the Departments of Neurology (R.C.K., L.H., B.J., S.G., L.J. Balcer) and Population Health (R.C.K., M.L., L.E.T., Y.C., L.J. Balcer), New York University Grossman School of Medicine; Al-Bahar Ophthalmology Center (A.A.A.-H., R.B.), Ibn Sina Hospital, Kuwait City, Kuwait; Mulier Institute (L.J. Balk), Centre for Research on Sports in Society, Utrecht, the Netherlands; Experimental and Clinical Research Center (A.B., A. Papadopoulou, F.P., H.Z.), Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin; Department of Neurology (A.B.), University of California, Irvine; Department of Neurology (P.A.C., S.S.), Johns Hopkins University, Baltimore, MD; Laboratory of Neuroimmunology (E.F., T.C.F.), of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig Maximilians Universität München; Data Integration for Future Medicine Consortium (DIFUTURE) (J.H.), Ludwig-Maximilians University, Munich; Department of Neurology (B.H., B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich; Munich Cluster for Systems Neurology (SyNergy) (B.H., T.K.), Germany; Bascom Palmer Eye Institute (H.J.), Department of Neurology, University of Miami Miller School of Medicine, FL; Vita-Salute University & Hospital San Raffaele (L.L., M.P.), Milano, Italy; Center of Neuroimmunology and Department of Neurology (E.H.M.-L., P.V.), Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), University of Barcelona, Spain; Neurologic Clinic and Policlinic (A. Papadopoulou), MS Center and Research Center for Clinical Neuroimmunology and Neuroscience (RCN2NB) Basel, University Hospital Basel and University of Basel, Switzerland; NeuroCure Clinical Research Center (F.P., H.Z.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfields Eye Hospital (Axel Petzold), London; The National Hospital for Neurology and Neurosurgery (A. Petzold), Queen Square, UCL Institute of Neurology, United Kingdom; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam UMC, the Netherlands; Oregon Health and Science University (H.I.), Portland; Department of Ophthalmology (J.S.S., G.W., S.G., Laura J. Balcer), New York University Grossman School of Medicine; Departments of Biomedical Engineering and Electrical and Computer Engineering (J.S.S.), New York University Tandon School of Engineering, Brooklyn; Center for Neural Science (J.S.S.), New York University; and Neuroscience Institute (J.S.S.), NYU Langone Health. Dr. Kenney is currently at the Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN.
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Frontera JA, Yang D, Medicherla C, Baskharoun S, Bauman K, Bell L, Bhagat D, Bondi S, Chervinsky A, Dygert L, Fuchs B, Gratch D, Hasanaj L, Horng J, Huang J, Jauregui R, Ji Y, Kahn DE, Koch E, Lin J, Liu S, Olivera A, Rosenthal J, Snyder T, Stainman R, Talmasov D, Thomas B, Valdes E, Zhou T, Zhu Y, Lewis A, Lord AS, Melmed K, Meropol SB, Thawani S, Troxel AB, Yaghi S, Balcer LJ, Wisniewski T, Galetta S. Trajectories of Neurologic Recovery 12 Months After Hospitalization for COVID-19: A Prospective Longitudinal Study. Neurology 2022; 99:e33-e45. [PMID: 35314503 PMCID: PMC9259089 DOI: 10.1212/wnl.0000000000200356] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 02/22/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Little is known about trajectories of recovery 12 months after hospitalization for severe COVID-19. METHODS We conducted a prospective, longitudinal cohort study of patients with and without neurologic complications during index hospitalization for COVID-19 from March 10, 2020, to May 20, 2020. Phone follow-up batteries were performed at 6 and 12 months after COVID-19 onset. The primary 12-month outcome was the modified Rankin Scale (mRS) score comparing patients with or without neurologic complications using multivariable ordinal analysis. Secondary outcomes included activities of daily living (Barthel Index), telephone Montreal Cognitive Assessment (t-MoCA), and Quality of Life in Neurologic Disorders (Neuro-QoL) batteries for anxiety, depression, fatigue, and sleep. Changes in outcome scores from 6 to 12 months were compared using nonparametric paired-samples sign test. RESULTS Twelve-month follow-up was completed in 242 patients (median age 65 years, 64% male, 34% intubated during hospitalization) and 174 completed both 6- and 12-month follow-up. At 12 months, 197/227 (87%) had ≥1 abnormal metric: mRS >0 (75%), Barthel Index <100 (64%), t-MoCA ≤18 (50%), high anxiety (7%), depression (4%), fatigue (9%), or poor sleep (10%). Twelve-month mRS scores did not differ significantly among those with (n = 113) or without (n = 129) neurologic complications during hospitalization after adjusting for age, sex, race, pre-COVID-19 mRS, and intubation status (adjusted OR 1.4, 95% CI 0.8-2.5), although those with neurologic complications had higher fatigue scores (T score 47 vs 44; p = 0.037). Significant improvements in outcome trajectories from 6 to 12 months were observed in t-MoCA scores (56% improved, median difference 1 point; p = 0.002) and Neuro-QoL anxiety scores (45% improved; p = 0.003). Nonsignificant improvements occurred in fatigue, sleep, and depression scores in 48%, 48%, and 38% of patients, respectively. Barthel Index and mRS scores remained unchanged between 6 and 12 months in >50% of patients. DISCUSSION At 12 months after hospitalization for severe COVID-19, 87% of patients had ongoing abnormalities in functional, cognitive, or Neuro-QoL metrics and abnormal cognition persisted in 50% of patients without a history of dementia/cognitive abnormality. Only fatigue severity differed significantly between patients with or without neurologic complications during index hospitalization. However, significant improvements in cognitive (t-MoCA) and anxiety (Neuro-QoL) scores occurred in 56% and 45% of patients, respectively, between 6 and 12 months. These results may not be generalizable to those with mild or moderate COVID-19.
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Affiliation(s)
- Jennifer A Frontera
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Dixon Yang
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Chaitanya Medicherla
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Samuel Baskharoun
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Kristie Bauman
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Lena Bell
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Dhristie Bhagat
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Steven Bondi
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Alexander Chervinsky
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Levi Dygert
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Benjamin Fuchs
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Daniel Gratch
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Lisena Hasanaj
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Jennifer Horng
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Joshua Huang
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Ruben Jauregui
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Yuan Ji
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - D Ethan Kahn
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Ethan Koch
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Jessica Lin
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Susan Liu
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Anlys Olivera
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Jonathan Rosenthal
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Thomas Snyder
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Rebecca Stainman
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Daniel Talmasov
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Betsy Thomas
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Eduard Valdes
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Ting Zhou
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Yingrong Zhu
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Ariane Lewis
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Aaron S Lord
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Kara Melmed
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Sharon B Meropol
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Sujata Thawani
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Andrea B Troxel
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Shadi Yaghi
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Laura J Balcer
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Thomas Wisniewski
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
| | - Steven Galetta
- From the Department of Neurology (J.A.F., C.M., S.B., K.B., L.B., D.B., S.B., A.C., L.D., B.F., G.G., L.H., J. Horng, R.J., Y.J., D.E.K., E.K., J.L., S.L., A.O., J.R., T.S., D.T., B.T., E.V., T.Z., Y.Z., A.L., A.S.L., K.M., S.T., L.J.B., T.W., S.G.), New York University Grossman School of Medicine; Department of Neurology (D.Y.), New York Presbyterian, Columbia Medical Center, New York; Medical Informatics (J. Huang), NYU Langone Hospitals, New York, NY; Department of Neurology (R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Population Health (S.B.M., A.B.T.), New York University, New York; and Department of Neurology (S.Y.), Brown University School of Medicine, Providence, RI
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Merati M, Rucker JC, McKeon A, Frucht SJ, Hu J, Balcer LJ, Galetta SL. A Case of Opsoclonus-Myoclonus-Ataxia With Neuronal Intermediate Filament IgG Detected in Cerebrospinal Fluid. J Neuroophthalmol 2022; 42:278-281. [PMID: 35594157 PMCID: PMC9620397 DOI: 10.1097/wno.0000000000001599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
ABSTRACT A 62-year-old man presented with headache, fever, and malaise. He was diagnosed with Anaplasma phagocytophilum, confirmed by serum polymerase chain reaction, and started on oral doxycycline. After 5 days of treatment, the patient began to experience gait imbalance with frequent falls, as well as myoclonus, and confusion. Examination was notable for opsoclonus-myoclonus-ataxia (OMA) and hypometric saccades. Cerebrospinal fluid (CSF) autoimmune encephalitis panel demonstrated a markedly elevated neuronal intermediate filament (NIF) immunoglobulin G antibody titer of 1:16, with positive neurofilament light- and heavy-chain antibodies. These antibodies were suspected to have been triggered by the Anaplasma infection. Repeat CSF examination 8 days later still showed a positive immunofluorescence assay for NIF antibodies, but the CSF titer was now less than 1:2. Body computed tomography imaging was unrevealing for an underlying cancer. Our patient illustrates a postinfectious mechanism for OMA and saccadic hypometria after Anaplasma infection.
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Affiliation(s)
- Melody Merati
- Department of Neurology (MM, JCR, SJF, LJB, SLG), New York University Grossman School of Medicine, New York, New York; Department of Neurology (AM, MDM), Mayo Clinic, Rochester, MN; and Departments of Radiology (JH), Ophthalmology (JCR, LJB, SLG), and Department of Population Health (LJB), New York University Grossman School of Medicine, New York, New York
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35
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Patil SA, Dygert L, Galetta SL, Balcer LJ, Cohen EJ. Apparent lack of association of COVID-19 vaccination with Herpes Zoster. Am J Ophthalmol Case Rep 2022; 26:101549. [PMID: 35474754 PMCID: PMC9021123 DOI: 10.1016/j.ajoc.2022.101549] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 04/14/2022] [Accepted: 04/18/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose Herpes zoster (HZ) has been identified as a potential association with the BNT162b2 COVID-19 vaccination. This study evaluated this possible association in a cohort of patients receiving the vaccination. Methods Epic electronic health records of adult patients who received at least one COVID-19 vaccination between January 12, 2020 and 9/30/2021 within the NYU Langone Health were reviewed to analyze a new diagnosis of herpes zoster within 3 months before compared to 3 months after vaccination. Results Of the 596,111 patients who received at least one COVID-19 vaccination, 716 patients were diagnosed with HZ within three months prior to vaccination, compared to 781 patients diagnosed within 3 months afterwards. Using the chi-square test for independence of proportions, there was not a statistically significant difference in frequency of HZ before (proportion: 0.0012, 95% CI: [0.0011, 0.0013]) vs. after vaccination (proportion: 0.0013, 95% CI: [0.0012, 0.0014]); (p = 0.093). Conclusions and importance This study did not find evidence of an association between COVID-19 vaccination and a new diagnosis of HZ. We encourage health care professionals to strongly recommend COVID-19 vaccinations per Centers for Disease Control (CDC) recommendations and vaccination against HZ according to Food and Drug Administration (FDA) approval for the recombinant zoster vaccine.
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Affiliation(s)
- Sachi A. Patil
- NYU Grossman School of Medicine, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
| | - Levi Dygert
- NYU Grossman School of Medicine, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Neurology, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
| | - Steven L. Galetta
- NYU Grossman School of Medicine, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Neurology, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Ophthalmology, NYU Langone Health, 220 E. 41st St. 4floor, New York, NY, 10017, USA
| | - Laura J. Balcer
- NYU Grossman School of Medicine, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Neurology, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Ophthalmology, NYU Langone Health, 220 E. 41st St. 4floor, New York, NY, 10017, USA
- NYU Grossman School of Medicine, Department of Population Health, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
| | - Elisabeth J. Cohen
- NYU Grossman School of Medicine, NYU Langone Health, 550 1st Ave., New York, NY, 10016, USA
- NYU Grossman School of Medicine, Department of Ophthalmology, NYU Langone Health, 220 E. 41st St. 4floor, New York, NY, 10017, USA
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Wu SZ, Nolan-Kenney R, Moehringer NJ, Hasanaj LF, Joseph BM, Clayton AM, Rucker JC, Galetta SL, Wisniewski TM, Masurkar AV, Balcer LJ. Exploration of Rapid Automatized Naming and Standard Visual Tests in Prodromal Alzheimer Disease Detection. J Neuroophthalmol 2022; 42:79-87. [PMID: 34029274 PMCID: PMC8595455 DOI: 10.1097/wno.0000000000001228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2022]
Abstract
BACKGROUND Visual tests in Alzheimer disease (AD) have been examined over the last several decades to identify a sensitive and noninvasive marker of the disease. Rapid automatized naming (RAN) tasks have shown promise for detecting prodromal AD or mild cognitive impairment (MCI). The purpose of this investigation was to determine the capacity for new rapid image and number naming tests and other measures of visual pathway structure and function to distinguish individuals with MCI due to AD from those with normal aging and cognition. The relation of these tests to vision-specific quality of life scores was also examined in this pilot study. METHODS Participants with MCI due to AD and controls from well-characterized NYU research and clinical cohorts performed high and low-contrast letter acuity (LCLA) testing, as well as RAN using the Mobile Universal Lexicon Evaluation System (MULES) and Staggered Uneven Number test, and vision-specific quality of life scales, including the 25-Item National Eye Institute Visual Function Questionnaire (NEI-VFQ-25) and 10-Item Neuro-Ophthalmic Supplement. Individuals also underwent optical coherence tomography scans to assess peripapillary retinal nerve fiber layer and ganglion cell/inner plexiform layer thicknesses. Hippocampal atrophy on brain MRI was also determined from the participants' Alzheimer disease research center or clinical data. RESULTS Participants with MCI (n = 14) had worse binocular LCLA at 1.25% contrast compared with controls (P = 0.009) and longer (worse) MULES test times (P = 0.006) with more errors in naming images (P = 0.009) compared with controls (n = 16). These were the only significantly different visual tests between groups. MULES test times (area under the receiver operating characteristic curve [AUC] = 0.79), MULES errors (AUC = 0.78), and binocular 1.25% LCLA (AUC = 0.78) showed good diagnostic accuracy for distinguishing MCI from controls. A combination of the MULES score and 1.25% LCLA demonstrated the greatest capacity to distinguish (AUC = 0.87). These visual measures were better predictors of MCI vs control status than the presence of hippocampal atrophy on brain MRI in this cohort. A greater number of MULES test errors (rs = -0.50, P = 0.005) and worse 1.25% LCLA scores (rs = 0.39, P = 0.03) were associated with lower (worse) NEI-VFQ-25 scores. CONCLUSIONS Rapid image naming (MULES) and LCLA are able to distinguish MCI due to AD from normal aging and reflect vision-specific quality of life. Larger studies will determine how these easily administered tests may identify patients at risk for AD and serve as measures in disease-modifying therapy clinical trials.
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Affiliation(s)
- Shirley Z Wu
- Departments of Neurology (SZW, RNK, NM, LH, BJ, AC, JCR, SLG, TMW, AVM, and LJB), Population Health (RNK and LJB), and Ophthalmology (SZW, JCR, SLG, and LJB), New York University Grossman School of Medicine, New York, New York
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Minen MT, Busis NA, Friedman S, Campbell M, Sahu A, Maisha K, Hossain Q, Soviero M, Verma D, Yao L, Foo FYA, Bhatt JM, Balcer LJ, Galetta SL, Thawani S. The use of virtual complementary and integrative therapies by neurology outpatients: An exploratory analysis of two cross-sectional studies assessing the use of technology as treatment in an academic neurology department in New York City. Digit Health 2022; 8:20552076221109545. [PMID: 35874862 PMCID: PMC9297463 DOI: 10.1177/20552076221109545] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 06/08/2022] [Indexed: 11/17/2022] Open
Abstract
Background Prior to the COVID-19 pandemic, about half of patients from populations that sought care in neurology tried complementary and integrative therapies (CITs). With the increased utilization of telehealth services, we sought to determine whether patients also increased their use of virtual CITs. Methods We examined datasets from two separate cross-sectional surveys that included cohorts of patients with neurological disorders. One was a dataset from a study that examined patient and provider experiences with teleneurology visits; the other was a study that assessed patients with a history of COVID-19 infection who presented for neurologic evaluation. We assessed and reported the use of virtual (and non-virtual) CITs using descriptive statistics, and determined whether there were clinical characteristics that predicted the use of CITs using logistic regression analyses. Findings Patients who postponed medical treatment for non-COVID-19-related problems during the pandemic were more likely to seek CITs. Virtual exercise, virtual psychotherapy, and relaxation/meditation smartphone applications were the most frequent types of virtual CITs chosen by patients. In both studies, age was a key demographic factor associated with mobile/virtual CIT usage. Interpretations Our investigation demonstrates that virtual CIT-related technologies were utilized in the treatment of neurologic conditions during the pandemic, particularly by those patients who deferred non-COVID-related care.
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Affiliation(s)
- Mia T Minen
- Department of Neurology, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Langone Health, New York, NY, USA
| | - Neil A Busis
- Department of Neurology, NYU Langone Health, New York, NY, USA
| | - Steven Friedman
- Department of Population Health, NYU Langone Health, New York, NY, USA
| | - Maya Campbell
- Barnard College, Columbia University, New York, NY, USA
| | - Ananya Sahu
- The City College of New York, New York, NY, USA
| | - Kazi Maisha
- Department of Ophthalmology, NYU Langone Health, New York, NY, USA
| | - Quazi Hossain
- Department of Ophthalmology, NYU Langone Health, New York, NY, USA
| | - Mia Soviero
- The City College of New York, New York, NY, USA
| | | | - Leslie Yao
- Barnard College, Columbia University, New York, NY, USA
| | | | - Jaydeep M Bhatt
- Department of Neurology, NYU Langone Health, New York, NY, USA
| | - Laura J Balcer
- Department of Neurology, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Langone Health, New York, NY, USA
- Department of Ophthalmology, NYU Langone Health, New York, NY, USA
| | - Steven L Galetta
- Department of Neurology, NYU Langone Health, New York, NY, USA
- Department of Ophthalmology, NYU Langone Health, New York, NY, USA
| | - Sujata Thawani
- Department of Neurology, NYU Langone Health, New York, NY, USA
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Gold DM, Rizzo JR, Lee YSC, Childs A, Hudson TE, Martone J, Matsuzawa YK, Fraser F, Ricker JH, Dai W, Selesnick I, Balcer LJ, Galetta SL, Rucker JC. King-Devick Test Performance and Cognitive Dysfunction after Concussion: A Pilot Eye Movement Study. Brain Sci 2021; 11:brainsci11121571. [PMID: 34942873 PMCID: PMC8699706 DOI: 10.3390/brainsci11121571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/17/2021] [Accepted: 11/24/2021] [Indexed: 11/30/2022] Open
Abstract
(1) Background: The King-Devick (KD) rapid number naming test is sensitive for concussion diagnosis, with increased test time from baseline as the outcome measure. Eye tracking during KD performance in concussed individuals shows an association between inter-saccadic interval (ISI) (the time between saccades) prolongation and prolonged testing time. This pilot study retrospectively assesses the relation between ISI prolongation during KD testing and cognitive performance in persistently-symptomatic individuals post-concussion. (2) Results: Fourteen participants (median age 34 years; 6 women) with prior neuropsychological assessment and KD testing with eye tracking were included. KD test times (72.6 ± 20.7 s) and median ISI (379.1 ± 199.1 msec) were prolonged compared to published normative values. Greater ISI prolongation was associated with lower scores for processing speed (WAIS-IV Coding, r = 0.72, p = 0.0017), attention/working memory (Trails Making A, r = −0.65, p = 0.006) (Digit Span Forward, r = 0.57, p = −0.017) (Digit Span Backward, r= −0.55, p = 0.021) (Digit Span Total, r = −0.74, p = 0.001), and executive function (Stroop Color Word Interference, r = −0.8, p = 0.0003). (3) Conclusions: This pilot study provides preliminary evidence suggesting that cognitive dysfunction may be associated with prolonged ISI and KD test times in concussion.
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Affiliation(s)
- Doria M. Gold
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
| | - John-Ross Rizzo
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
- Department of Mechanical & Aerospace Engineering, New York University Tandon School of Engineering, New York, NY 11201, USA
- Department of Biomedical Engineering, New York University Tandon School of Engineering, New York, NY 11201, USA
| | - Yuen Shan Christine Lee
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
| | - Amanda Childs
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
| | - Todd E. Hudson
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
| | - John Martone
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
| | - Yuka K. Matsuzawa
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
| | - Felicia Fraser
- Department of Physical Medicine & Rehabilitation, MetroHeath System, Cleveland, OH 44109, USA;
| | - Joseph H. Ricker
- Department of Physical Medicine & Rehabilitation, New York University Grossman School of Medicine, New York, NY 10016, USA; (Y.S.C.L.); (A.C.); (Y.K.M.); (J.H.R.)
| | - Weiwei Dai
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Electrical & Computer Engineering, New York University Tandon School of Engineering, New York, NY 11201, USA;
| | - Ivan Selesnick
- Department of Electrical & Computer Engineering, New York University Tandon School of Engineering, New York, NY 11201, USA;
| | - Laura J. Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Steven L. Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Janet C. Rucker
- Department of Neurology, New York University Grossman School of Medicine, New York, NY 10016, USA; (D.M.G.); (J.-R.R.); (T.E.H.); (J.M.); (W.D.); (L.J.B.); (S.L.G.)
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY 10016, USA
- Correspondence: ; Tel.: +1-212-263-7744
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Kenney R, Liu M, Patil S, Alroughani R, Ampapa R, Bergamaschi R, Boz C, Butzkueven H, Gomez JC, Cartechini E, Madueño SE, Ferraro D, Grand-Maison F, Granella F, Horakova D, Izquierdo Ayuso G, Kalincik T, Lizrova Preiningerova J, Lugaresi A, Onofrj M, Ozakbas S, Patti F, Sola P, Soysal A, Spitaleri DLA, Terzi M, Turkoglu R, van Pesch V, Saidha S, Thorpe LE, Galetta SL, Balcer LJ, Kister I, Spelman T. Long-term outcomes in patients presenting with optic neuritis: Analyses of the MSBase registry. J Neurol Sci 2021; 430:118067. [PMID: 34537678 DOI: 10.1016/j.jns.2021.118067] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/11/2021] [Accepted: 09/01/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Short-term outcomes of optic neuritis (ON) have been well characterized. Limited data exists on longer-term visual outcomes in patients who present with ON. The large MSBase registry allows for characterization of long-term visual outcomes after ON. METHODS Via the MSBase Registry, data on patients from 41 centers was collected during routine clinical and research visits. Physical and visual disability were measured using the expanded disability status scale (EDSS) and the visual function score (VFS). Inclusion criteria for this analysis included age ≥ 18 years, clinically isolated syndrome (CIS), ON-onset, baseline visit within 6 months of onset, and at least one follow-up visit. Survival analysis was used to evaluate the association of disease-modifying treatment with time to conversion to clinically definite MS or sustained EDSS/VFS progression. RESULTS Data from 60,933 patients were obtained from the MSBase registry in July 2019. Of these, 1317 patients met inclusion criteria; 935 were treated at some point in disease course, while 382 were never treated. At baseline, mean age was 32.3 ± 8.8 years, 74% were female, median EDSS was 2 (IQR 1-2), and median VFS was 1 (IQR 0-2). Median follow-up time was 5.2 years (IQR 2.4-9.3). Treatment was associated with reduced risk and delayed conversion to clinically definite MS (HR = 0.70, p < 0.001), sustained EDSS progression (HR = 0.46, p < 0.0001) and sustained VFS (HR = 0.41, p < 0.001) progression. CONCLUSIONS In the MSBase cohort, treatment after ON was associated with better visual and neurological outcomes compared to no treatment. These results support early treatment for patients presenting with ON as the first manifestation of MS.
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Affiliation(s)
- Rachel Kenney
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Mengling Liu
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Sachi Patil
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | | | - Radek Ampapa
- Neurologicka Klinika Jihlava, Jihlava, Czech Republic
| | | | - Cavit Boz
- KTU Medical Faculty Farabi Hospital, Trabzon, Turkey
| | | | | | | | | | - Diana Ferraro
- University of Modena and Reggio Emilia, Modena, Province of Modena, Italy.
| | | | - Franco Granella
- Department of Medicine and Surgery, University of Parma, Italy.
| | - Dana Horakova
- Charles University in Prague and General University Hospital, Prague, Czech Republic.
| | | | - Tomas Kalincik
- MS Centre, Royal Melbourne Hospital, CORe, Department of Medicine, University of Melbourne, Melbourne, AU.
| | | | - Alessandra Lugaresi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy; Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy.
| | - Marco Onofrj
- University G. d'Annunzio, Chieti-Pescara, Italy.
| | | | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, University of Catania, Catania, Italy.
| | - Patrizia Sola
- Nuovo Ospedale Civile S. Agostino-Estense, Baggiovara, MO, Italy.
| | - Aysun Soysal
- Bakirkoy Hospital Of Mental Disorders And Neuro, Bakirkoy/Istanbul, Turkey
| | | | | | - Recai Turkoglu
- Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey
| | | | - Shiv Saidha
- Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Lorna E Thorpe
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Steven L Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Laura J Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA; Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Ilya Kister
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Tim Spelman
- MSBase Foundation, Alfred Centre, Melbourne, Australia; Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden.
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Levin LA, Sengupta M, Balcer LJ, Kupersmith MJ, Miller NR. Report From the National Eye Institute Workshop on Neuro-Ophthalmic Disease Clinical Trial Endpoints: Optic Neuropathies. Invest Ophthalmol Vis Sci 2021; 62:30. [PMID: 34846515 PMCID: PMC8648055 DOI: 10.1167/iovs.62.14.30] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Leonard A Levin
- Departments of Ophthalmology and Visual Sciences, Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Mohor Sengupta
- National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States
| | - Laura J Balcer
- Departments of Neurology, Ophthalmology, and Population Health, New York University Grossman School of Medicine, New York, New York, United States
| | - Mark J Kupersmith
- Departments of Neurology, Ophthalmology, and Neurosurgery, Icahn School of Medicine at Mount Sinai and New York Eye and Ear Infirmary, New York, New York, United States
| | - Neil R Miller
- Neuro-Ophthalmology Division, Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States
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Alosco ML, Mariani ML, Adler CH, Balcer LJ, Bernick C, Au R, Banks SJ, Barr WB, Bouix S, Cantu RC, Coleman MJ, Dodick DW, Farrer LA, Geda YE, Katz DI, Koerte IK, Kowall NW, Lin AP, Marcus DS, Marek KL, McClean MD, McKee AC, Mez J, Palmisano JN, Peskind ER, Tripodis Y, Turner RW, Wethe JV, Cummings JL, Reiman EM, Shenton ME, Stern RA. Developing methods to detect and diagnose chronic traumatic encephalopathy during life: rationale, design, and methodology for the DIAGNOSE CTE Research Project. Alzheimers Res Ther 2021; 13:136. [PMID: 34384490 PMCID: PMC8357968 DOI: 10.1186/s13195-021-00872-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 06/29/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease that has been neuropathologically diagnosed in brain donors exposed to repetitive head impacts, including boxers and American football, soccer, ice hockey, and rugby players. CTE cannot yet be diagnosed during life. In December 2015, the National Institute of Neurological Disorders and Stroke awarded a seven-year grant (U01NS093334) to fund the "Diagnostics, Imaging, and Genetics Network for the Objective Study and Evaluation of Chronic Traumatic Encephalopathy (DIAGNOSE CTE) Research Project." The objectives of this multicenter project are to: develop in vivo fluid and neuroimaging biomarkers for CTE; characterize its clinical presentation; refine and validate clinical research diagnostic criteria (i.e., traumatic encephalopathy syndrome [TES]); examine repetitive head impact exposure, genetic, and other risk factors; and provide shared resources of anonymized data and biological samples to the research community. In this paper, we provide a detailed overview of the rationale, design, and methods for the DIAGNOSE CTE Research Project. METHODS The targeted sample and sample size was 240 male participants, ages 45-74, including 120 former professional football players, 60 former collegiate football players, and 60 asymptomatic participants without a history of head trauma or participation in organized contact sports. Participants were evaluated at one of four U.S. sites and underwent the following baseline procedures: neurological and neuropsychological examinations; tau and amyloid positron emission tomography; magnetic resonance imaging and spectroscopy; lumbar puncture; blood and saliva collection; and standardized self-report measures of neuropsychiatric, cognitive, and daily functioning. Study partners completed similar informant-report measures. Follow-up evaluations were intended to be in-person and at 3 years post-baseline. Multidisciplinary diagnostic consensus conferences are held, and the reliability and validity of TES diagnostic criteria are examined. RESULTS Participant enrollment and all baseline evaluations were completed in February 2020. Three-year follow-up evaluations began in October 2019. However, in-person evaluation ceased with the COVID-19 pandemic, and resumed as remote, 4-year follow-up evaluations (including telephone-, online-, and videoconference-based cognitive, neuropsychiatric, and neurologic examinations, as well as in-home blood draw) in February 2021. CONCLUSIONS Findings from the DIAGNOSE CTE Research Project should facilitate detection and diagnosis of CTE during life, and thereby accelerate research on risk factors, mechanisms, epidemiology, treatment, and prevention of CTE. TRIAL REGISTRATION NCT02798185.
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Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Megan L Mariani
- Boston University CTE Center, Boston University School of Medicine, Boston, MA, USA
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Laura J Balcer
- Departments of Neurology, Population Health and Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Charles Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, USA
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Rhoda Au
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Framingham Heart Study, and Slone Epidemiology Center, Boston, MA, USA
- Departments of Anatomy & Neurobiology and Neurology, Boston University School of Medicine, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Sarah J Banks
- Departments of Neuroscience and Psychiatry, University of California, San Diego, CA, USA
| | - William B Barr
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA
| | - Sylvain Bouix
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Research Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, Boston, MA, USA
| | - Michael J Coleman
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Boston, MA, USA
| | - David W Dodick
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Lindsay A Farrer
- Departments of Medicine (Biomedical Genetics), Neurology, Ophthalmology, Epidemiology, and Biostatistics, BU Schools of Medicine and Public Health, Boston, MA, USA
| | - Yonas E Geda
- Alzheimer's Disease and Memory Disorders Program, Department of Neurology, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Douglas I Katz
- Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- Encompass Health Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Inga K Koerte
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwigs-Maximilians-Universität, Munich, Germany
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Alexander P Lin
- Center for Clinical Spectroscopy, Department of Radiology, Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel S Marcus
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Kenneth L Marek
- Institute for Neurodegenerative Disorders, Invicro, LLC, New Haven, CT, USA
| | - Michael D McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Framingham Heart Study, Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Joseph N Palmisano
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA
| | - Elaine R Peskind
- VA Northwest Mental Illness Research, Education, and Clinical Center, VA Puget Sound Health Care System, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Robert W Turner
- Department of Clinical Research & Leadership, The George Washington University School of Medicine & Health Sciences, Washington, DC, USA
| | - Jennifer V Wethe
- Department of Psychiatry and Psychology, Mayo Clinic School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Jeffrey L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, University of Arizona, Arizona State University, Translational Genomics Research Institute, and Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, USA.
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Aytulun A, Cruz-Herranz A, Aktas O, Balcer LJ, Balk L, Barboni P, Blanco AA, Calabresi PA, Costello F, Sanchez-Dalmau B, DeBuc DC, Feltgen N, Finger RP, Frederiksen JL, Frohman E, Frohman T, Garway-Heath D, Gabilondo I, Graves JS, Green AJ, Hartung HP, Havla J, Holz FG, Imitola J, Kenney R, Klistorner A, Knier B, Korn T, Kolbe S, Krämer J, Lagrèze WA, Leocani L, Maier O, Martínez-Lapiscina EH, Meuth S, Outteryck O, Paul F, Petzold A, Pihl-Jensen G, Preiningerova JL, Rebolleda G, Ringelstein M, Saidha S, Schippling S, Schuman JS, Sergott RC, Toosy A, Villoslada P, Wolf S, Yeh EA, Yu-Wai-Man P, Zimmermann HG, Brandt AU, Albrecht P. APOSTEL 2.0 Recommendations for Reporting Quantitative Optical Coherence Tomography Studies. Neurology 2021; 97:68-79. [PMID: 33910937 PMCID: PMC8279566 DOI: 10.1212/wnl.0000000000012125] [Citation(s) in RCA: 90] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 03/15/2021] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE To update the consensus recommendations for reporting of quantitative optical coherence tomography (OCT) study results, thus revising the previously published Advised Protocol for OCT Study Terminology and Elements (APOSTEL) recommendations. METHODS To identify studies reporting quantitative OCT results, we performed a PubMed search for the terms "quantitative" and "optical coherence tomography" from 2015 to 2017. Corresponding authors of the identified publications were invited to provide feedback on the initial APOSTEL recommendations via online surveys following the principle of a modified Delphi method. The results were evaluated and discussed by a panel of experts and changes to the initial recommendations were proposed. A final survey was recirculated among the corresponding authors to obtain a majority vote on the proposed changes. RESULTS A total of 116 authors participated in the surveys, resulting in 15 suggestions, of which 12 were finally accepted and incorporated into an updated 9-point checklist. We harmonized the nomenclature of the outer retinal layers, added the exact area of measurement to the description of volume scans, and suggested reporting device-specific features. We advised to address potential bias in manual segmentation or manual correction of segmentation errors. References to specific reporting guidelines and room light conditions were removed. The participants' consensus with the recommendations increased from 80% for the previous APOSTEL version to greater than 90%. CONCLUSIONS The modified Delphi method resulted in an expert-led guideline (evidence Class III; Grading of Recommendations, Assessment, Development and Evaluations [GRADE] criteria) concerning study protocol, acquisition device, acquisition settings, scanning protocol, funduscopic imaging, postacquisition data selection, postacquisition analysis, nomenclature and abbreviations, and statistical approach. It will be essential to update these recommendations to new research and practices regularly.
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Affiliation(s)
- Aykut Aytulun
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Andrés Cruz-Herranz
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Orhan Aktas
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Laura J Balcer
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Lisanne Balk
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Piero Barboni
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Augusto Azuara Blanco
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Peter A Calabresi
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Fiona Costello
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Bernardo Sanchez-Dalmau
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Delia Cabrera DeBuc
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Nicolas Feltgen
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Robert P Finger
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Jette Lautrup Frederiksen
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Elliot Frohman
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Teresa Frohman
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - David Garway-Heath
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Iñigo Gabilondo
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Jennifer S Graves
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Ari J Green
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Hans-Peter Hartung
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Joachim Havla
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Frank G Holz
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Jaime Imitola
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Rachel Kenney
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Alexander Klistorner
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Benjamin Knier
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Thomas Korn
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Scott Kolbe
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Julia Krämer
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Wolf A Lagrèze
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Letizia Leocani
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Oliver Maier
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Elena H Martínez-Lapiscina
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Sven Meuth
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Olivier Outteryck
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Friedemann Paul
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Axel Petzold
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Gorm Pihl-Jensen
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Jana Lizrova Preiningerova
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Gema Rebolleda
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Marius Ringelstein
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Shiv Saidha
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Sven Schippling
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Joel S Schuman
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Robert C Sergott
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Ahmed Toosy
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Pablo Villoslada
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Sebastian Wolf
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - E Ann Yeh
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Patrick Yu-Wai-Man
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Hanna G Zimmermann
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Alexander U Brandt
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI
| | - Philipp Albrecht
- From the Department of Neurology, Medical Faculty (A.A., O.A., H.-P.H., O.M., S.M., M.R., P.A.), Heinrich-Heine University Düsseldorf, Germany; Department of Neurology (A.C.-H., A.J.G.), University of California San Francisco; Departments of Neurology, Population Health, and Ophthalmology (L.J.B., R.K.), NYU Grossman School of Medicine, New York, NY; Mulier Institute (L.B.), Centre for Research on Sports in Society, Utrecht, the Netherlands; Scientific Institute San Raffaele (P.B.), Milan, Italy; Centre for Public Health (A.A.B.), Queen's University Belfast, Northern Ireland, UK; Division of Neuroimmunology (P.A.C., S. Saidha), Johns Hopkins University, Baltimore, MD; Departments of Clinical Neurosciences and Surgery (F.C.), University of Calgary, Alberta, Canada; Institut d'Investigacións Biomediques August Pi iSunyer (IDIBAPS) and Hospital Clinic (B.S.-D., E.H.M.-L., P.V.), University of Barcelona, Spain; Bascom Palmer Eye Institute (D.C.D.), University of Miami Miller School of Medicine, FL; Department of Ophthalmology (N.F.), University Medical Center, Göttingen; Department of Ophthalmology (R.P.F., F.G.H.), University of Bonn, Germany; Department of Neurology (J.L.F., G.P.-J.), Rigshospitalet Glostrup and University of Copenhagen, Denmark; Laboratory of Neuroimmunology (E.F., T.F.), Stanford University School of Medicine, CA; Institute of Ophthalmology (D.G.-H.), National Institute for Health Research (NIHR) Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology (D.G.-H.), London, UK; Biocruces Bizkaia Health Research Institute (I.G.), Barakaldo, Spain; Department of Neurosciences (J.S.G.), University of California, San Diego; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Medical University of Vienna, Austria; Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians Universität München, Germany; UConn Health Comprehensive MS Center, Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology (J.I.), University of Connecticut School of Medicine, Farmington; Faculty of Medicine and Health Sciences (A.K.), Macquarie University, Sydney, Australia; Department of Neurology (B.K., T.K.), Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Germany; Department of Medicine and Radiology (S.K.), University of Melbourne, Australia; Department of Neurology with Institute of Translational Neurology (J.K.), University of Münster; Eye Center, Medical Center, Faculty of Medicine (W.A.L.), University of Freiburg, Germany; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), IRCCS San Raffaele, University Vita-Salute San Raffaele, Milan, Italy; Lille Neurosciences & Cognition (O.O.), Univ Lille, Inserm, CHU Lille, U1172-LilNCog (JPARC), France; Experimental and Clinical Research Center (F.P., H.G.Z., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany; Moorfields Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square, UCL Institute of Neurology, London, UK; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, the Netherlands; Department of Neurology, First Faculty of Medicine (J.L.P.), Charles University and General University Hospital in Prague, Czech Republic; Department of Ophthalmology (G.R.), Ramon y Cajal Hospital, Medicine University of Alcalá, Madrid, Spain; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Germany; Department of Neurology (S. Schippling), University Hospital Zurich, Switzerland; Departments of Ophthalmology, Neuroscience, and Physiology (J.S.S.), NYU Langone Health, NYU Grossman School of Medicine, New York; Departments of Biomedical Engineering, Electrical and Computer Engineering (J.S.S.), NYU Tandon School of Engineering, Brooklyn, NY; Thomas Jefferson University Medical College (R.C.S.), Philadelphia, PA; Queen Square MS Centre, Department of Neuroinflammation (A.T.), UCL Institute of Neurology, University College London, UK; Departments of Ophthalmology and Clinical Research (S.W.), Bern University Hospital, University of Bern, Switzerland; Division of Neurology, Department of Pediatrics (E.A.Y.), Hospital for Sick Children, Division of Neurosciences and Mental Health SickKids Research Institute, University of Toronto, Canada; Department of Clinical Neurosciences (P.Y.-W.-M.), University of Cambridge; Moorfields Eye Hospital (P.Y.-W.-M.), London, UK; University of California (A.U.B.), Irvine; and IMSVISUAL (A.A., A.C.-H., O.A., L.J.B., L.B., P.A.C., F.C., J.L.F., E.F., T.F., I.G., J.S.G., A.J.G., H.-P.H., J.H., J.I., R.K., A.K., B.K., T.K., J.K., L.L., E.H.M.-L., S.M., O.O., F.P., A.P., G.P.-J., J.L.P., M.R., S. Saidha, S. Schippling, R.C.S., P.V., E.A.Y., H.G.Z., A.U.B., P.A.), International Multiple Sclerosis Visual System Consortium, Middleton, WI.
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Katz DI, Bernick C, Dodick DW, Mez J, Mariani ML, Adler CH, Alosco ML, Balcer LJ, Banks SJ, Barr WB, Brody DL, Cantu RC, Dams-O'Connor K, Geda YE, Jordan BD, McAllister TW, Peskind ER, Petersen RC, Wethe JV, Zafonte RD, Foley ÉM, Babcock DJ, Koroshetz WJ, Tripodis Y, McKee AC, Shenton ME, Cummings JL, Reiman EM, Stern RA. National Institute of Neurological Disorders and Stroke Consensus Diagnostic Criteria for Traumatic Encephalopathy Syndrome. Neurology 2021; 96:848-863. [PMID: 33722990 PMCID: PMC8166432 DOI: 10.1212/wnl.0000000000011850] [Citation(s) in RCA: 130] [Impact Index Per Article: 43.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 02/01/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To develop evidence-informed, expert consensus research diagnostic criteria for traumatic encephalopathy syndrome (TES), the clinical disorder associated with neuropathologically diagnosed chronic traumatic encephalopathy (CTE). METHODS A panel of 20 expert clinician-scientists in neurology, neuropsychology, psychiatry, neurosurgery, and physical medicine and rehabilitation, from 11 academic institutions, participated in a modified Delphi procedure to achieve consensus, initiated at the First National Institute of Neurological Disorders and Stroke Consensus Workshop to Define the Diagnostic Criteria for TES, April, 2019. Before consensus, panelists reviewed evidence from all published cases of CTE with neuropathologic confirmation, and they examined the predictive validity data on clinical features in relation to CTE pathology from a large clinicopathologic study (n = 298). RESULTS Consensus was achieved in 4 rounds of the Delphi procedure. Diagnosis of TES requires (1) substantial exposure to repetitive head impacts (RHIs) from contact sports, military service, or other causes; (2) core clinical features of cognitive impairment (in episodic memory and/or executive functioning) and/or neurobehavioral dysregulation; (3) a progressive course; and (4) that the clinical features are not fully accounted for by any other neurologic, psychiatric, or medical conditions. For those meeting criteria for TES, functional dependence is graded on 5 levels, ranging from independent to severe dementia. A provisional level of certainty for CTE pathology is determined based on specific RHI exposure thresholds, core clinical features, functional status, and additional supportive features, including delayed onset, motor signs, and psychiatric features. CONCLUSIONS New consensus diagnostic criteria for TES were developed with a primary goal of facilitating future CTE research. These criteria will be revised as updated clinical and pathologic information and in vivo biomarkers become available.
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Affiliation(s)
- Douglas I. Katz
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Charles Bernick
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - David W. Dodick
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Jesse Mez
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Megan L. Mariani
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Charles H. Adler
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Michael L. Alosco
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Laura J. Balcer
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Sarah J. Banks
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - William B. Barr
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - David L. Brody
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Robert C. Cantu
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Kristen Dams-O'Connor
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Yonas E. Geda
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Barry D. Jordan
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Thomas W. McAllister
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Elaine R. Peskind
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Ronald C. Petersen
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Jennifer V. Wethe
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Ross D. Zafonte
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Éimear M. Foley
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Debra J. Babcock
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Walter J. Koroshetz
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Yorghos Tripodis
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Ann C. McKee
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Martha E. Shenton
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Jeffrey L. Cummings
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Eric M. Reiman
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
| | - Robert A. Stern
- From the Boston University CTE Center (D.I.K.), Department of Neurology, Boston University School of Medicine, Boston; Brain Injury Program (D.I.K.), Encompass Health Braintree Rehabilitation Hospital, Braintree, MA; University of Washington Memory & Brain Wellness Clinic (C.B.), Department of Neurology, University of Washington School of Medicine, Seattle; Department of Neurology (D.W.D., C.H.A.), Mayo Clinic, Scottsdale, AZ; Boston University CTE Center (J.M., M.L.A.), Boston University Alzheimer's Disease Center, Department of Neurology, Boston University School of Medicine; Boston University CTE Center (M.L.M.), Boston University School of Medicine, MA; Departments of Neurology (L.J.B.), Ophthalmology, and Population Health, New York University Grossman School of Medicine; Departments of Neurosciences and Psychiatry University of California San Diego (S.J.B.), La Jolla; Departments of Neurology and Psychiatry (W.B.B.), New York University Grossman School of Medicine; Center for Neuroscience and Regenerative Medicine (D.L.B.), Uniformed Services University of the Health Sciences, Department of Neurology, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD; Boston University CTE Center (R.C.C.), Boston University Alzheimer's Disease Center, Departments of Neurology and Neurosurgery, Boston University School of Medicine, MA; Departments of Rehabilitation Medicine and Neurology (K.D.-O.C.), Icahn School of Medicine, Mount Sinai, New York; Department of Neurology (Y.E.G.), Barrow Neurological Institute, Phoenix, AZ; Rancho Los Amigos National Rehabilitation Center (B.D.J.), Downey, CA; Department of Neurology (B.D.J.), Keck School of Medicine of USC. Los Angeles, CA; Departments of Psychiatry and Neurology (T.W.M.), Indiana University School of Medicine, Indianapolis; Veterans Affairs Northwest Mental Illness (E.R.P.), Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA; Department of Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Mayo Clinic Alzheimer's Disease Research Center (R.C.P.), Mayo Clinic, Rochester, MN; Department of Psychiatry and Psychology (J.V.W.), Mayo Clinic, Scottsdale, AZ; Department of Physical Medicine and Rehabilitation (R.D.Z.), Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston; Faculty of Psychology and Neuroscience (É.M.F.), Maastricht University, the Netherlands, Department of Psychiatry, University of Cambridge, United Kingdom; National Institute of Neurological Disorders and Stroke (D.J.B.), National Institutes of Health; National Institute of Neurological Disorders and Stroke (W.J.K.), Bethesda, MD; Boston University CTE Center (Y.T.), Boston University Alzheimer's Disease Center, Boston University School of Medicine, Department of Biostatistics, Boston University School of Public Health; Boston University CTE Center (A.C.M.), Boston University Alzheimer's Disease Center, Departments of Neurology and Pathology & Laboratory Medicine, Boston University School of Medicine; VA Boston Healthcare System (A.C.M.), US Department of Veteran Affairs, MA; Psychiatry Neuroimaging Laboratory (M.E.S.), Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Chambers-Grundy Center for Transformative Neuroscience (J.L.C.), Department of Brain Health, University of Nevada School of Integrated Health Sciences; Cleveland Clinic Lou Ruvo Center for Brain Health (J.L.C.), Las Vegas, NV; Banner Alzheimer's Institute (E.M.R.), Arizona State University; Department of Psychiatry (E.M.R.), University of Arizona, Phoenix, AZ; and Boston University CTE Center (R.A.S.), Boston University Alzheimer's Disease Center, Departments of Neurology, Neurosurgery, and Anatomy & Neurobiology, Boston University School of Medicine, MA
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Conway J, Moretti L, Nolan-Kenney R, Akhand O, Serrano L, Kurzweil A, Rucker JC, Galetta SL, Balcer LJ. Sleep-deprived residents and rapid picture naming performance using the Mobile Universal Lexicon Evaluation System (MULES) test. eNeurologicalSci 2021; 22:100323. [PMID: 33604461 PMCID: PMC7876539 DOI: 10.1016/j.ensci.2021.100323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/31/2020] [Accepted: 01/31/2021] [Indexed: 12/03/2022] Open
Abstract
Objective The Mobile Universal Lexicon Evaluation System (MULES) is a rapid picture naming task that captures extensive brain networks involving neurocognitive, afferent/efferent visual, and language pathways. Many of the factors captured by MULES may be abnormal in sleep-deprived residents. This study investigates the effect of sleep deprivation in post-call residents on MULES performance. Methods MULES, consisting of 54 color photographs, was administered to a cohort of neurology residents taking 24-hour in-hospital call (n = 18) and a group of similar-aged controls not taking call (n = 18). Differences in times between baseline and follow-up MULES scores were compared between the two groups. Results MULES time change in call residents was significantly worse (slower) from baseline (mean 1.2 s slower) compared to non-call controls (mean 11.2 s faster) (P < 0.001, Wilcoxon rank sum test). The change in MULES time from baseline was significantly correlated to the change in subjective level of sleepiness for call residents and to the amount of sleep obtained in the 24 h prior to follow-up testing for the entire cohort. For call residents, the duration of sleep obtained during call did not significantly correlate with change in MULES scores. There was no significant correlation between MULES change and sleep quality questionnaire score for the entire cohort. Conclusion The MULES is a novel test for effects of sleep deprivation on neurocognition and vision pathways. Sleep deprivation significantly worsens MULES performance. Subjective sleepiness may also affect MULES performance. MULES may serve as a useful performance assessment tool for sleep deprivation in residents. MULES is a rapid picture naming test that captures extensive brain networks. MULES performance is impaired in sleep deprived residents. Subjective sleepiness may also affect MULES performance. MULES may serve as an assessment tool for sleep deprivation in residents.
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Affiliation(s)
- Jenna Conway
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Luke Moretti
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Rachel Nolan-Kenney
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA.,Departments of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Omar Akhand
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Liliana Serrano
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Arielle Kurzweil
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Janet C Rucker
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA.,Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA.,Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA
| | - Laura J Balcer
- Departments of Neurology, New York University Grossman School of Medicine, New York, NY, USA.,Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.,Departments of Population Health, New York University Grossman School of Medicine, New York, NY, USA
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Rizzo JR, Hudson TE, Martone J, Dai W, Ihionu O, Chaudhry Y, Selesnick I, Balcer LJ, Galetta SL, Rucker JC. How sandbag-able are concussion sideline assessments? A close look at eye movements to uncover strategies. Brain Inj 2021; 35:426-435. [PMID: 33529094 DOI: 10.1080/02699052.2021.1878554] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: Sideline diagnostic tests for concussion are vulnerable to volitional poor performance ("sandbagging") on baseline assessments, motivated by desire to subvert concussion detection and potential removal from play. We investigated eye movements during sandbagging versus best effort on the King-Devick (KD) test, a rapid automatized naming (RAN) task.Methods: Participants performed KD testing during oculography following instructions to sandbag or give best effort.Results: Twenty healthy participants without concussion history were included (mean age 27 ± 8 years). Sandbagging resulted in longer test times (89.6 ± 39.2 s vs 48.2 ± 8.5 s, p < .001), longer inter-saccadic intervals (459.5 ± 125.4 ms vs 311.2 ± 79.1 ms, p < .001) and greater numbers of saccades (171.4 ± 47 vs 138 ± 24.2, p < .001) and reverse saccades (wrong direction for reading) (21.2% vs 11.3%, p < .001). Sandbagging was detectable using a logistic model with KD times as the only predictor, though more robustly detectable using eye movement metrics.Conclusions: KD sandbagging results in eye movement differences that are detectable by eye movement recordings and suggest an invalid test score. Objective eye movement recording during the KD test shows promise for distinguishing between best effort and post-injury performance, as well as for identifying sandbagging red flags.
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Affiliation(s)
- John-Ross Rizzo
- Department of Physical Medicine & Rehabilitation, NYU School of Medicine, New York, NY, United States.,Department of Neurology, NYU School of Medicine, New York, NY, United States.,Department of Mechanical & Aerospace Engineering, NYU Tandon School of Engineering, New York, NY, United States.,Department of Biomedical Engineering, NYU Tandon School of Engineering, New York, NY, United States
| | - Todd E Hudson
- Department of Physical Medicine & Rehabilitation, NYU School of Medicine, New York, NY, United States.,Department of Neurology, NYU School of Medicine, New York, NY, United States
| | - John Martone
- Department of Neurology, NYU School of Medicine, New York, NY, United States
| | - Weiwei Dai
- Department of Electrical & Computer Engineering, NYU Tandon School of Engineering, New York, NY, United States
| | - Oluchi Ihionu
- Department of Neurology, NYU School of Medicine, New York, NY, United States
| | - Yash Chaudhry
- Department of Neurology, NYU School of Medicine, New York, NY, United States
| | - Ivan Selesnick
- Department of Electrical & Computer Engineering, NYU Tandon School of Engineering, New York, NY, United States
| | - Laura J Balcer
- Department of Neurology, NYU School of Medicine, New York, NY, United States.,Department of Population Health, NYU School of Medicine, New York, NY, United States.,Department of Ophthalmology, NYU School of Medicine, New York, NY, United States
| | - Steven L Galetta
- Department of Neurology, NYU School of Medicine, New York, NY, United States.,Department of Ophthalmology, NYU School of Medicine, New York, NY, United States
| | - Janet C Rucker
- Department of Neurology, NYU School of Medicine, New York, NY, United States.,Department of Ophthalmology, NYU School of Medicine, New York, NY, United States
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Ilardi M, Nolan-Kenney R, Fatterpekar G, Hasanaj L, Serrano L, Joseph B, Wu S, Rucker JC, Balcer LJ, Galetta SL. Role for OCT in detecting hemi-macular ganglion cell layer thinning in patients with multiple sclerosis and related demyelinating diseases. J Neurol Sci 2020; 419:117159. [PMID: 33035869 DOI: 10.1016/j.jns.2020.117159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 09/16/2020] [Accepted: 09/24/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Investigations have found associations of homonymous thinning of the macular ganglion cell/ inner-plexiform layer (GCIPL) with demyelinating lesions in the post-chiasmal visual pathway among patients with multiple sclerosis (MS). Retinal thinning may also occur through retrograde trans-synaptic degeneration, a process by which lesions in post-geniculate visual pathway structures lead to thinning of the GCIPL across thalamic synapses. The purpose of our study was to determine the frequency of homonymous hemimacular thinning that occurs in association with post-chiasmal visual pathway demyelinating lesions in patients with MS and other demyelinating diseases. METHODS Adult patients with demyelinating diseases (MS, neuromyelitis optica spectrum disorder [NMOSD], myelin oligodendrocyte glycoprotein antibody disease (anti-MOG)) who were participants in an ongoing observational study of visual pathway structure and function were analyzed for the presence of hemimacular GCIPL thinning on OCT scans. Brain MRI scans were examined for the presence of post-geniculate visual pathway demyelinating lesions. RESULTS Among 135 participants in the visual pathway study, 5 patients (3.7%) had homonymous hemimacular GCIPL thinning. Eleven patients (8.1%) had a whole+half pattern of GCIPL thinning, characterized by hemimacular thinning in one eye and circumferential macular thinning in the contralateral eye. All but one patient with homonymous hemimacular thinning had demyelinating lesions in the post-geniculate visual pathway; however, these lesions were located in both cerebral hemispheres. CONCLUSION Homonymous hemimacular thinning in the GCIPL by OCT is associated with post-chiasmal visual pathway demyelinating lesions but it appears to be a relatively uncommon contributor to GCIPL loss. Patients with this pattern of GCIPL often fail to complain of hemifield visual loss. Future studies with prospective and detailed MR imaging may be able to more closely associate demyelinating lesions in anatomically appropriate regions of the post-chiasmal visual pathways with homonymous hemimacular thinning.
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Affiliation(s)
- Marissa Ilardi
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Rachel Nolan-Kenney
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Girish Fatterpekar
- Department Radiology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Lisena Hasanaj
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Liliana Serrano
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Binu Joseph
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Shirley Wu
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Janet C Rucker
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Laura J Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA; Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Steven L Galetta
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA; Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
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Rizzo JR, Beheshti M, Naeimi T, Feiz F, Fatterpekar G, Balcer LJ, Galetta SL, Shaikh AG, Rucker JC, Hudson TE. The complexity of eye-hand coordination: a perspective on cortico-cerebellar cooperation. Cerebellum Ataxias 2020; 7:14. [PMID: 33292609 PMCID: PMC7666466 DOI: 10.1186/s40673-020-00123-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 11/02/2020] [Indexed: 12/04/2022]
Abstract
Background Eye–hand coordination (EHC) is a sophisticated act that requires interconnected processes governing synchronization of ocular and manual motor systems. Precise, timely and skillful movements such as reaching for and grasping small objects depend on the acquisition of high-quality visual information about the environment and simultaneous eye and hand control. Multiple areas in the brainstem and cerebellum, as well as some frontal and parietal structures, have critical roles in the control of eye movements and their coordination with the head. Although both cortex and cerebellum contribute critical elements to normal eye-hand function, differences in these contributions suggest that there may be separable deficits following injury. Method As a preliminary assessment for this perspective, we compared eye and hand-movement control in a patient with cortical stroke relative to a patient with cerebellar stroke. Result We found the onset of eye and hand movements to be temporally decoupled, with significant decoupling variance in the patient with cerebellar stroke. In contrast, the patient with cortical stroke displayed increased hand spatial errors and less significant temporal decoupling variance. Increased decoupling variance in the patient with cerebellar stroke was primarily due to unstable timing of rapid eye movements, saccades. Conclusion These findings highlight a perspective in which facets of eye-hand dyscoordination are dependent on lesion location and may or may not cooperate to varying degrees. Broadly speaking, the results corroborate the general notion that the cerebellum is instrumental to the process of temporal prediction for eye and hand movements, while the cortex is instrumental to the process of spatial prediction, both of which are critical aspects of functional movement control.
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Affiliation(s)
- John-Ross Rizzo
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY, USA. .,Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA. .,Department of Biomedical Engineering, NYU Tandon School of Engineering, New York, NY, USA. .,Department of Mechanical & Aerospace Engineering, NYU Tandon School of Engineering, New York, NY, USA.
| | - Mahya Beheshti
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY, USA.,Department of Mechanical & Aerospace Engineering, NYU Tandon School of Engineering, New York, NY, USA
| | - Tahereh Naeimi
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Farnia Feiz
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Girish Fatterpekar
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA.,Department. of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA.,Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Steven L Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA.,Department. of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Aasef G Shaikh
- Department of Neurology, University Hospitals Cleveland Medical Center and Louis Stokes Cleveland VA Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Janet C Rucker
- Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA.,Department. of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Todd E Hudson
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY, USA.,Department of Neurology, NYU Grossman School of Medicine, New York, NY, USA.,Department of Biomedical Engineering, NYU Tandon School of Engineering, New York, NY, USA
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Frontera JA, Rahimian JO, Yaghi S, Liu M, Lewis A, de Havenon A, Mainali S, Huang J, Scher E, Wisniewski T, Troxel AB, Meropol S, Balcer LJ, Galetta SL. Treatment with Zinc is Associated with Reduced In-Hospital Mortality Among COVID-19 Patients: A Multi-Center Cohort Study. Res Sq 2020:rs.3.rs-94509. [PMID: 33140042 PMCID: PMC7605567 DOI: 10.21203/rs.3.rs-94509/v1] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background Zinc impairs replication of RNA viruses such as SARS-CoV-1, and may be effective against SARS-CoV-2. However, to achieve adequate intracellular zinc levels, administration with an ionophore, which increases intracellular zinc levels, may be necessary. We evaluated the impact of zinc with an ionophore (Zn+ionophore) on COVID-19 in-hospital mortality rates. Methods A multicenter cohort study was conducted of 3,473 adult hospitalized patients with reverse-transcriptase-polymerase-chain-reaction (RT-PCR) positive SARS-CoV-2 infection admitted to four New York City hospitals between March 10 through May 20, 2020. Exclusion criteria were: death or discharge within 24h, comfort-care status, clinical trial enrollment, treatment with an IL-6 inhibitor or remdesivir. Patients who received Zn+ionophore were compared to patients who did not using multivariable time-dependent cox proportional hazards models for time to in-hospital death adjusting for confounders including age, sex, race, BMI, diabetes, week of admission, hospital location, sequential organ failure assessment (SOFA) score, intubation, acute renal failure, neurological events, treatment with corticosteroids, azithromycin or lopinavir/ritonavir and the propensity score of receiving Zn+ionophore. A sensitivity analysis was performed using a propensity score-matched cohort of patients who did or did not receive Zn+ionophore matched by age, sex and ventilator status. Results Among 3,473 patients (median age 64, 1947 [56%] male, 522 [15%] ventilated, 545[16%] died), 1,006 (29%) received Zn+ionophore. Zn+ionophore was associated with a 24% reduced risk of in-hospital mortality (12% of those who received Zn+ionophore died versus 17% who did not; adjusted Hazard Ratio [aHR] 0.76, 95% CI 0.60-0.96, P=0.023). More patients who received Zn+ionophore were discharged home (72% Zn+ionophore vs 67% no Zn+ionophore, P=0.003) Neither Zn nor the ionophore alone were associated with decreased mortality rates. Propensity score-matched sensitivity analysis (N=1356) validated these results (Zn+ionophore aHR for mortality 0.63, 95%CI 0.44-0.91, P=0.015). There were no significant interactions for Zn+ionophore with other COVID-19 specific medications. Conclusions Zinc with an ionophore was associated with increased rates of discharge home and a 24% reduced risk of in-hospital mortality among COVID-19 patients, while neither zinc alone nor the ionophore alone reduced mortality. Further randomized trials are warranted.
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Croll L, Kurzweil A, Hasanaj L, Serrano L, Balcer LJ, Galetta SL. The psychosocial implications of COVID-19 for a neurology program in a pandemic epicenter. J Neurol Sci 2020; 416:117034. [PMID: 32683274 PMCID: PMC7358162 DOI: 10.1016/j.jns.2020.117034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Revised: 06/23/2020] [Accepted: 07/09/2020] [Indexed: 11/15/2022]
Abstract
Objective We discuss the psychosocial implications of the COVID-19 pandemic as self-reported by housestaff and faculty in the NYU Langone Health Department of Neurology, and summarize how our program is responding to these ongoing challenges. Methods During the period of May 1–4, 2020, we administered an anonymous electronic survey to all neurology faculty and housestaff to assess the potential psychosocial impacts of COVID-19. The survey also addressed how our institution and department are responding to these challenges. This report outlines the psychosocial concerns of neurology faculty and housestaff and the multifaceted support services that our department and institution are offering in response. Faculty and housestaff cohorts were compared with regard to frequencies of binary responses (yes/ no) using the Fisher's exact test. Results Among 130 total survey respondents (91/191 faculty [48%] and 37/62 housestaff [60%]), substantial proportions of both groups self-reported having increased fear (79%), anxiety (83%) and depression (38%) during the COVID-19 pandemic. These proportions were not significantly different between the faculty and housestaff groups. Most respondents reported that the institution had provided adequate counseling and support services (91%) and that the department had rendered adequate emotional support (92%). Participants offered helpful suggestions regarding additional resources that would be helpful during the COVID-19 pandemic. Conclusion COVID-19 has affected the lives and minds of faculty and housestaff in our neurology department at the epicenter of the pandemic. Efforts to support these providers during this evolving crisis are imperative for promoting the resilience necessary to care for our patients and colleagues. The psychosocial impact of the COVID-19 pandemic on healthcare providers is enormous. Neurology faculty and trainees are feeling anxiety and depression during this crisis. Neurology departments must implement innovative support strategies in response.
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Affiliation(s)
- Leah Croll
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA.
| | - Arielle Kurzweil
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA.
| | - Lisena Hasanaj
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA.
| | - Liliana Serrano
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA.
| | - Laura J Balcer
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA; New York University Grossman School of Medicine Department of Ophthalmology, New York, NY, USA; New York University Grossman School of Medicine Department of Population Health, New York, NY, USA.
| | - Steven L Galetta
- New York University Grossman School of Medicine Department of Neurology, New York, NY, USA; New York University Grossman School of Medicine Department of Ophthalmology, New York, NY, USA.
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50
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Wu SZ, Masurkar AV, Balcer LJ. Afferent and Efferent Visual Markers of Alzheimer's Disease: A Review and Update in Early Stage Disease. Front Aging Neurosci 2020; 12:572337. [PMID: 33061906 PMCID: PMC7518395 DOI: 10.3389/fnagi.2020.572337] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 08/20/2020] [Indexed: 01/06/2023] Open
Abstract
Vision, which requires extensive neural involvement, is often impaired in Alzheimer's disease (AD). Over the last few decades, accumulating evidence has shown that various visual functions and structures are compromised in Alzheimer's dementia and when measured can detect those with dementia from those with normal aging. These visual changes involve both the afferent and efferent parts of the visual system, which correspond to the sensory and eye movement aspects of vision, respectively. There are fewer, but a growing number of studies, that focus on the detection of predementia stages. Visual biomarkers that detect these stages are paramount in the development of successful disease-modifying therapies by identifying appropriate research participants and in identifying those who would receive future therapies. This review provides a summary and update on common afferent and efferent visual markers of AD with a focus on mild cognitive impairment (MCI) and preclinical disease detection. We further propose future directions in this area. Given the ease of performing visual tests, the accessibility of the eye, and advances in ocular technology, visual measures have the potential to be effective, practical, and non-invasive biomarkers of AD.
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Affiliation(s)
- Shirley Z. Wu
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, United States
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, United States
| | - Arjun V. Masurkar
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, United States
| | - Laura J. Balcer
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, United States
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, NY, United States
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States
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