1
|
Culhane JE, Jackson CE, Tripodis Y, Nowinski CJ, Dams-O'Connor K, Pettway E, Uretsky M, Abdolmohammadi B, Nair E, Martin B, Palmisano J, Katz DI, Dwyer B, Daneshvar DH, Goldstein LE, Kowall NW, Cantu RC, Stern RA, Huber BR, Crary JF, Mez J, Stein TD, McKee AC, Alosco ML. Lack of Association of Informant-Reported Traumatic Brain Injury and Chronic Traumatic Encephalopathy. J Neurotrauma 2024. [PMID: 38445389 DOI: 10.1089/neu.2023.0391] [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: 03/07/2024] Open
Abstract
Repetitive head impacts (RHIs) from football are associated with the neurodegenerative tauopathy chronic traumatic encephalopathy (CTE). It is unclear whether a history of traumatic brain injury (TBI) is sufficient to precipitate CTE neuropathology. We examined the association between TBI and CTE neuropathology in 580 deceased individuals exposed to RHIs from football. TBI history was assessed using a modified version of the Ohio State University TBI Identification Method Short Form administered to informants. There were 22 donors who had no TBI, 213 who had at least one TBI without loss of consciousness (LOC), 345 who had TBI with LOC, and, of those with a history of TBI with LOC, 36 who had at least one moderate-to-severe TBI (msTBI, LOC >30 min). CTE neuropathology was diagnosed in 405. There was no association between CTE neuropathology status or severity and TBI with LOC (odds ratio [OR] = 0.95, 95% confidence interval [CI] = 0.64-1.41; OR = 1.22, 95% CI = 0.71-2.09) or msTBI (OR = 0.70, 95% CI = 0.33-1.50; OR = 1.01, 95% CI = 0.30-3.41). There were no associations with other neurodegenerative or cerebrovascular pathologies examined. TBI with LOC and msTBI were not associated with CTE neuropathology in this sample of brain donors exposed to RHIs from American football.
Collapse
Affiliation(s)
- Julia E Culhane
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Colleen E Jackson
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Christopher J Nowinski
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Concussion Legacy Foundation, Boston, Massachusetts, USA
| | - Kristen Dams-O'Connor
- Brain Injury Research Center, Department of Rehabilitation and Human Performance, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Erika Pettway
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Madeline Uretsky
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Bobak Abdolmohammadi
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Evan Nair
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Joseph Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Douglas I Katz
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Brigid Dwyer
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Charlestown, Massachusetts, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, Massachusetts, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Boston, Massachusetts, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Concussion Legacy Foundation, Boston, Massachusetts, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Bertrand Russell Huber
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Boston, Massachusetts, USA
- VA Bedford Healthcare System, Bedford, Massachusetts, USA
- National Center for PTSD, VA Boston Healthcare, Boston, Massachusetts, USA
| | - John F Crary
- Brain Injury Research Center, Department of Rehabilitation and Human Performance, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Pathology, Molecular, and Cell-Based Medicine, Nash Family Department of Neuroscience, Friedman Brain Institute, Mount Sinai, New York, New York, USA
- Department of Artificial Intelligence & Human Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Neuropathology Brain Bank & Research Core, Friedman Brain Institute, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Boston, Massachusetts, USA
- VA Bedford Healthcare System, Bedford, Massachusetts, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Boston, Massachusetts, USA
- VA Bedford Healthcare System, Bedford, Massachusetts, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research Center, BU CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| |
Collapse
|
2
|
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.
Collapse
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
| |
Collapse
|
3
|
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.
Collapse
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
| |
Collapse
|
4
|
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.
Collapse
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
| | | |
Collapse
|
5
|
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.
Collapse
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
| |
Collapse
|
6
|
Alexander A, Alvarez VE, Huber BR, Alosco ML, Mez J, Tripodis Y, Nicks R, Katz DI, Dwyer B, Daneshvar DH, Martin B, Palmisano J, Goldstein LE, Crary JF, Nowinski C, Cantu RC, Kowall NW, Stern RA, Delalle I, McKee AC, Stein TD. Cortical-sparing chronic traumatic encephalopathy (CSCTE): a distinct subtype of CTE. Acta Neuropathol 2024; 147:45. [PMID: 38407651 DOI: 10.1007/s00401-024-02690-5] [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: 07/31/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 02/27/2024]
Abstract
Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease caused by repetitive head impacts (RHI) and pathologically defined as neuronal phosphorylated tau aggregates around small blood vessels and concentrated at sulcal depths. Cross-sectional studies suggest that tau inclusions follow a stereotyped pattern that begins in the neocortex in low stage disease, followed by involvement of the medial temporal lobe and subcortical regions with significant neocortical burden in high stage CTE. Here, we define a subset of brain donors with high stage CTE and with a low overall cortical burden of tau inclusions (mean semiquantitative value ≤1) and classify them as cortical-sparing CTE (CSCTE). Of 620 brain donors with pathologically diagnosed CTE, 66 (11%) met criteria for CSCTE. Compared to typical high stage CTE, those with CSCTE had a similar age at death and years of contact sports participation and were less likely to carry apolipoprotein ε4 (p < 0.05). CSCTE had less overall tau pathology severity, but a proportional increase of disease burden in medial temporal lobe and brainstem regions compared to the neocortex (p's < 0.001). CSCTE also had lower prevalence of comorbid neurodegenerative disease. Clinically, CSCTE participants were less likely to have dementia (p = 0.023) and had less severe cognitive difficulties (as reported by informants using the Functional Activities Questionnaire (FAQ); p < 0.001, meta-cognitional index T score; p = 0.002 and Cognitive Difficulties Scale (CDS); p < 0.001,) but had an earlier onset age of behavioral (p = 0.006) and Parkinsonian motor (p = 0.013) symptoms when compared to typical high stage CTE. Other comorbid tauopathies likely contributed in part to these differences: when cases with concurrent Alzheimer dementia or frontal temporal lobar degeneration with tau pathology were excluded, differences were largely retained, but only remained significant for FAQ (p = 0.042), meta-cognition index T score (p = 0.014) and age of Parkinsonian motor symptom onset (p = 0.046). Overall, CSCTE appears to be a distinct subtype of high stage CTE with relatively greater involvement of subcortical and brainstem regions and less severe cognitive symptoms.
Collapse
Affiliation(s)
- Abigail Alexander
- Division of Neuropathology, Lifespan Academic Medical Center, The Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
| | - Bertrand R Huber
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Raymond Nicks
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
| | - Douglas I Katz
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Brigid Dwyer
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Joseph Palmisano
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Radiology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Pathology and Laboratory Medicine, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Psychiatry, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, MA, USA
| | - John F Crary
- Department of Pathology, Nash Family Department of Neuroscience, Department of Artificial Intelligence and Human Health, Ronald M. Loeb Center for Alzheimer's Disease, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christopher Nowinski
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA
| | - Ivana Delalle
- Division of Neuropathology, Lifespan Academic Medical Center, The Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, 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, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- VA Bedford Healthcare System, Bedford, MA, USA.
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA.
- Departments of Pathology and Laboratory Medicine, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- , 150 S. Huntington Avenue, Boston, MA, 02130, USA.
| |
Collapse
|
7
|
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.
Collapse
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.
| |
Collapse
|
8
|
Alosco ML, White M, Bell C, Faheem F, Tripodis Y, Yhang E, Baucom Z, Martin B, Palmisano J, Dams-O'Connor K, Crary JF, Goldstein LE, Katz DI, Dwyer B, Daneshvar DH, Nowinski C, Cantu RC, Kowall NW, Stern RA, Alvarez VE, Huber BR, Stein TD, McKee AC, Mez J. Cognitive, functional, and neuropsychiatric correlates of regional tau pathology in autopsy-confirmed chronic traumatic encephalopathy. Mol Neurodegener 2024; 19:10. [PMID: 38317248 PMCID: PMC10845638 DOI: 10.1186/s13024-023-00697-2] [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: 04/19/2023] [Accepted: 12/11/2023] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease characterized by hyperphosphorylated tau (p-tau) accumulation. The clinical features associated with CTE pathology are unclear. In brain donors with autopsy-confirmed CTE, we investigated the association of CTE p-tau pathology density and location with cognitive, functional, and neuropsychiatric symptoms. METHODS In 364 brain donors with autopsy confirmed CTE, semi-quantitative p-tau severity (range: 0-3) was assessed in 10 cortical and subcortical regions. We summed ratings across regions to form a p-tau severity global composite (range: 0-30). Informants completed standardized scales of cognition (Cognitive Difficulties Scale, CDS; BRIEF-A Metacognition Index, MI), activities of daily living (Functional Activities Questionnaire), neurobehavioral dysregulation (BRIEF-A Behavioral Regulation Index, BRI; Barratt Impulsiveness Scale, BIS-11), aggression (Brown-Goodwin Aggression Scale), depression (Geriatric Depression Scale-15, GDS-15), and apathy (Apathy Evaluation Scale, AES). Ordinary least squares regression models examined associations between global and regional p-tau severity (separate models for each region) with each clinical scale, adjusting for age at death, racial identity, education level, and history of hypertension, obstructive sleep apnea, and substance use treatment. Ridge regression models that incorporated p-tau severity across all regions in the same model assessed which regions showed independent effects. RESULTS The sample was predominantly American football players (333; 91.2%); 140 (38.5%) had low CTE and 224 (61.5%) had high CTE. Global p-tau severity was associated with higher (i.e., worse) scores on the cognitive and functional scales: MI ([Formula: see text] standardized = 0.02, 95%CI = 0.01-0.04), CDS ([Formula: see text] standardized = 0.02, 95%CI = 0.01-0.04), and FAQ ([Formula: see text] standardized = 0.03, 95%CI = 0.01-0.04). After false-discovery rate correction, p-tau severity in the frontal, inferior parietal, and superior temporal cortex, and the amygdala was associated with higher CDS ([Formula: see text] sstandardized = 0.17-0.29, ps < 0.01) and FAQ ([Formula: see text] sstandardized = 0.21-0.26, ps < 0.01); frontal and inferior parietal cortex was associated with higher MI ([Formula: see text] sstandardized = 0.21-0.29, ps < 0.05); frontal cortex was associated with higher BRI ([Formula: see text] standardized = 0.21, p < 0.01). Regions with effects independent of other regions included frontal cortex (CDS, MI, FAQ, BRI), inferior parietal cortex (CDS) and amygdala (FAQ). P-tau explained 13-49% of variance in cognitive and functional scales and 6-14% of variance in neuropsychiatric scales. CONCLUSION Accumulation of p-tau aggregates, especially in the frontal cortex, are associated with cognitive, functional, and certain neurobehavioral symptoms in CTE.
Collapse
Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer's Disease Center and 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
| | - Micaela White
- Davis School of Medicine, University of California, Sacramento, CA, USA
| | - Carter Bell
- Department of Neurology, New York University Grossman School of Medicine, New York, NY, USA
| | - Farwa Faheem
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Eukyung Yhang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Zachary Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Joseph Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Kristen Dams-O'Connor
- Department of Rehabilitation and Human Performance, Brain Injury Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John F Crary
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, MA, USA
| | - Douglas I Katz
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Brigid Dwyer
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | - Christopher Nowinski
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Center and 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
| | - Robert A Stern
- Boston University Alzheimer's Disease Center and 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
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Center and 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
- System, U.S. Department of Veteran Affairs, VA Boston Healthcare, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Bertrand Russell Huber
- Boston University Alzheimer's Disease Center and 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
- System, U.S. Department of Veteran Affairs, VA Boston Healthcare, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Center and CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- System, U.S. Department of Veteran Affairs, VA Boston Healthcare, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Center and 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
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- System, U.S. Department of Veteran Affairs, VA Boston Healthcare, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Center and 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.
| |
Collapse
|
9
|
Saltiel N, Tripodis Y, Menzin T, Olaniyan A, Baucom Z, Yhang E, Palmisano JN, Martin B, Uretsky M, Nair E, Abdolmohammadi B, Shah A, Nicks R, Nowinski C, Cantu RC, Daneshvar DH, Dwyer B, Katz DI, Stern RA, Alvarez V, Huber B, Boyle PA, Schneider JA, Mez J, McKee A, Alosco ML, Stein TD. Relative Contributions of Mixed Pathologies to Cognitive and Functional Symptoms in Brain Donors Exposed to Repetitive Head Impacts. Ann Neurol 2024; 95:314-324. [PMID: 37921042 PMCID: PMC10842014 DOI: 10.1002/ana.26823] [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: 04/09/2023] [Revised: 10/12/2023] [Accepted: 10/19/2023] [Indexed: 11/04/2023]
Abstract
OBJECTIVE Exposure to repetitive head impacts (RHI) is associated with later-life cognitive symptoms and neuropathologies, including chronic traumatic encephalopathy (CTE). Cognitive decline in community cohorts is often due to multiple pathologies; however, the frequency and contributions of these pathologies to cognitive impairment in people exposed to RHI are unknown. Here, we examined the relative contributions of 13 neuropathologies to cognitive symptoms and dementia in RHI-exposed brain donors. METHODS Neuropathologists examined brain tissue from 571 RHI-exposed donors and assessed for the presence of 13 neuropathologies, including CTE, Alzheimer disease (AD), Lewy body disease (LBD), and transactive response DNA-binding protein 43 (TDP-43) inclusions. Cognitive status was assessed by presence of dementia, Functional Activities Questionnaire, and Cognitive Difficulties Scale. Spearman rho was calculated to assess intercorrelation of pathologies. Additionally, frequencies of pathological co-occurrence were compared to a simulated distribution assuming no intercorrelation. Logistic and linear regressions tested associations between neuropathologies and dementia status and cognitive scale scores. RESULTS The sample age range was 18-97 years (median = 65.0, interquartile range = 46.0-76.0). Of the donors, 77.2% had at least one moderate-severe neurodegenerative or cerebrovascular pathology. Stage III-IV CTE was the most common neurodegenerative disease (43.1%), followed by TDP-43 pathology, AD, and hippocampal sclerosis. Neuropathologies were intercorrelated, and there were fewer unique combinations than expected if pathologies were independent (p < 0.001). The greatest contributors to dementia were AD, neocortical LBD, hippocampal sclerosis, cerebral amyloid angiopathy, and CTE. INTERPRETATION In this sample of RHI-exposed brain donors with wide-ranging ages, multiple neuropathologies were common and correlated. Mixed neuropathologies, including CTE, underlie cognitive impairment in contact sport athletes. ANN NEUROL 2024;95:314-324.
Collapse
Affiliation(s)
- Nicole Saltiel
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Talia Menzin
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Aliyah Olaniyan
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Zach Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Eukyung Yhang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Joseph N. Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Madeline Uretsky
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
| | - Evan Nair
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
| | - Bobak Abdolmohammadi
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
| | - Arsal Shah
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
| | - Raymond Nicks
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
| | | | - Robert C. Cantu
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Daniel H. Daneshvar
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
| | - Brigid Dwyer
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Douglas I. Katz
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Victor Alvarez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
- National Center for PTSD, VA Boston Healthcare System, Jamaica Plain, MA, USA
| | - Bertrand Huber
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- National Center for PTSD, VA Boston Healthcare System, Jamaica Plain, MA, USA
| | - Patricia A. Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Julie A. Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ann McKee
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
| | - Thor D. Stein
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| |
Collapse
|
10
|
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.
Collapse
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
| |
Collapse
|
11
|
Montoliu-Gaya L, Alosco ML, Yhang E, Tripodis Y, Sconzo D, Ally M, Grötschel L, Ashton NJ, Lantero-Rodriguez J, Sauer M, Gomes B, Nilsson J, Brinkmalm G, Sugarman MA, Aparicio HJ, Martin B, Palmisano JN, Steinberg EG, Simkin I, Turk KW, Budson AE, Au R, Farrer L, Jun GR, Kowall NW, Stern RA, Goldstein LE, Qiu WQ, Mez J, Huber BR, Alvarez VE, McKee AC, Zetterberg H, Gobom J, Stein TD, Blennow K. Optimal blood tau species for the detection of Alzheimer's disease neuropathology: an immunoprecipitation mass spectrometry and autopsy study. Acta Neuropathol 2023; 147:5. [PMID: 38159140 PMCID: PMC10757700 DOI: 10.1007/s00401-023-02660-3] [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: 09/07/2023] [Revised: 11/16/2023] [Accepted: 11/16/2023] [Indexed: 01/03/2024]
Abstract
Plasma-to-autopsy studies are essential for validation of blood biomarkers and understanding their relation to Alzheimer's disease (AD) pathology. Few such studies have been done on phosphorylated tau (p-tau) and those that exist have made limited or no comparison of the different p-tau variants. This study is the first to use immunoprecipitation mass spectrometry (IP-MS) to compare the accuracy of eight different plasma tau species in predicting autopsy-confirmed AD. The sample included 123 participants (AD = 69, non-AD = 54) from the Boston University Alzheimer's disease Research Center who had an available ante-mortem plasma sample and donated their brain. Plasma samples proximate to death were analyzed by targeted IP-MS for six different tryptic phosphorylated (p-tau-181, 199, 202, 205, 217, 231), and two non-phosphorylated tau (195-205, 212-221) peptides. NIA-Reagan Institute criteria were used for the neuropathological diagnosis of AD. Binary logistic regressions tested the association between each plasma peptide and autopsy-confirmed AD status. Area under the receiver operating curve (AUC) statistics were generated using predicted probabilities from the logistic regression models. Odds Ratio (OR) was used to study associations between the different plasma tau species and CERAD and Braak classifications. All tau species were increased in AD compared to non-AD, but p-tau217, p-tau205 and p-tau231 showed the highest fold-changes. Plasma p-tau217 (AUC = 89.8), p-tau231 (AUC = 83.4), and p-tau205 (AUC = 81.3) all had excellent accuracy in discriminating AD from non-AD brain donors, even among those with CDR < 1). Furthermore, p-tau217, p-tau205 and p-tau231 showed the highest ORs with both CERAD (ORp-tau217 = 15.29, ORp-tau205 = 5.05 and ORp-tau231 = 3.86) and Braak staging (ORp-tau217 = 14.29, ORp-tau205 = 5.27 and ORp-tau231 = 4.02) but presented increased levels at different amyloid and tau stages determined by neuropathological examination. Our findings support plasma p-tau217 as the most promising p-tau species for detecting AD brain pathology. Plasma p-tau231 and p-tau205 may additionally function as markers for different stages of the disease.
Collapse
Affiliation(s)
- Laia Montoliu-Gaya
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Eukyung Yhang
- 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
| | - Daniel Sconzo
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | | | - Lana Grötschel
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
- Department of Old Age Psychiatry, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
- NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation, London, UK
| | - Juan Lantero-Rodriguez
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Mathias Sauer
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Bárbara Gomes
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Johanna Nilsson
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Gunnar Brinkmalm
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Michael A Sugarman
- Department of Neurology, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Hugo J Aparicio
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Joseph N Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Eric G Steinberg
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Irene Simkin
- Department of Medicine, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Katherine W Turk
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, 02130, USA
| | - Andrew E Budson
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, 02130, USA
| | - Rhoda Au
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Medicine, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Lindsay Farrer
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Medicine, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Gyungah R Jun
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Medicine, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Psychiatry and Ophthalmology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Biomedical, Electrical and Computer Engineering, Boston University College of Engineering, Boston, MA, 02215, USA
| | - Wei Qiao Qiu
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Pharmacology and Experimental Therapeutics, Boston University, Chobanian an Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Psychiatry, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Bertrand Russell Huber
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, 02130, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, 02130, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA, 01730, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA, 02130, USA
- Department of Psychiatry and Ophthalmology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - 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
- Department of Neurodegenerative Disease, Queen Square Institute of Neurology, University College London, London, UK
- UK Dementia Research Institute, University College London, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
- UW Department of Medicine, School of Medicine and Public Health, Madison, WI, USA
| | - Johan Gobom
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center and CTE Center, Boston University, Chobanian and Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Psychiatry and Ophthalmology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurodegenerative Disease, Queen Square Institute of Neurology, University College London, 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
| |
Collapse
|
12
|
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.
Collapse
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
| |
Collapse
|
13
|
McKee AC, Mez J, Abdolmohammadi B, Butler M, Huber BR, Uretsky M, Babcock K, Cherry JD, Alvarez VE, Martin B, Tripodis Y, Palmisano JN, Cormier KA, Kubilus CA, Nicks R, Kirsch D, Mahar I, McHale L, Nowinski C, Cantu RC, Stern RA, Daneshvar D, Goldstein LE, Katz DI, Kowall NW, Dwyer B, Stein TD, Alosco ML. Neuropathologic and Clinical Findings in Young Contact Sport Athletes Exposed to Repetitive Head Impacts. JAMA Neurol 2023; 80:1037-1050. [PMID: 37639244 PMCID: PMC10463175 DOI: 10.1001/jamaneurol.2023.2907] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 04/05/2023] [Accepted: 07/06/2023] [Indexed: 08/29/2023]
Abstract
Importance Young contact sport athletes may be at risk for long-term neuropathologic disorders, including chronic traumatic encephalopathy (CTE). Objective To characterize the neuropathologic and clinical symptoms of young brain donors who were contact sport athletes. Design, Setting, and Participants This case series analyzes findings from 152 of 156 brain donors younger than 30 years identified through the Understanding Neurologic Injury and Traumatic Encephalopathy (UNITE) Brain Bank who donated their brains from February 1, 2008, to September 31, 2022. Neuropathologic evaluations, retrospective telephone clinical assessments, and online questionnaires with informants were performed blinded. Data analysis was conducted between August 2021 and June 2023. Exposures Repetitive head impacts from contact sports. Main Outcomes and Measures Gross and microscopic neuropathologic assessment, including diagnosis of CTE, based on defined diagnostic criteria; and informant-reported athletic history and informant-completed scales that assess cognitive symptoms, mood disturbances, and neurobehavioral dysregulation. Results Among the 152 deceased contact sports participants (mean [SD] age, 22.97 [4.31] years; 141 [92.8%] male) included in the study, CTE was diagnosed in 63 (41.4%; median [IQR] age, 26 [24-27] years). Of the 63 brain donors diagnosed with CTE, 60 (95.2%) were diagnosed with mild CTE (stages I or II). Brain donors who had CTE were more likely to be older (mean difference, 3.92 years; 95% CI, 2.74-5.10 years) Of the 63 athletes with CTE, 45 (71.4%) were men who played amateur sports, including American football, ice hockey, soccer, rugby, and wrestling; 1 woman with CTE played collegiate soccer. For those who played football, duration of playing career was significantly longer in those with vs without CTE (mean difference, 2.81 years; 95% CI, 1.15-4.48 years). Athletes with CTE had more ventricular dilatation, cavum septum pellucidum, thalamic notching, and perivascular pigment-laden macrophages in the frontal white matter than those without CTE. Cognitive and neurobehavioral symptoms were frequent among all brain donors. Suicide was the most common cause of death, followed by unintentional overdose; there were no differences in cause of death or clinical symptoms based on CTE status. Conclusions and Relevance This case series found that young brain donors exposed to repetitive head impacts were highly symptomatic regardless of CTE status, and the causes of symptoms in this sample are likely multifactorial. Future studies that include young brain donors unexposed to repetitive head impacts are needed to clarify the association among exposure, white matter and microvascular pathologic findings, CTE, and clinical symptoms.
Collapse
Affiliation(s)
- Ann C. McKee
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
- National Center for PTSD, VA Boston Healthcare, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Jesse Mez
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Bobak Abdolmohammadi
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Morgane Butler
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Anatomy and Neurobiology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Bertrand Russell Huber
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
- National Center for PTSD, VA Boston Healthcare, Boston, Massachusetts
| | - Madeline Uretsky
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Katharine Babcock
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Anatomy and Neurobiology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Jonathan D. Cherry
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Victor E. Alvarez
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Brett Martin
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Yorghos Tripodis
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph N. Palmisano
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Kerry A. Cormier
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Caroline A. Kubilus
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Raymond Nicks
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Daniel Kirsch
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Ian Mahar
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Lisa McHale
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
| | - Christopher Nowinski
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
| | - Robert C. Cantu
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
- Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts
- Department of Neurosurgery, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Robert A. Stern
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurosurgery, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Daniel Daneshvar
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Rehabilitation Medicine, Harvard Medical School, Boston, Massachusetts
| | - Lee E. Goldstein
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Psychiatry, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Biomedical, Electrical, and Computer Engineering, Boston University College of Engineering, Boston, Massachusetts
| | - Douglas I. Katz
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Braintree Rehabilitation Hospital, Braintree, Massachusetts
| | - Neil W. Kowall
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Brigid Dwyer
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Braintree Rehabilitation Hospital, Braintree, Massachusetts
| | - Thor D. Stein
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Michael L. Alosco
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| |
Collapse
|
14
|
Ally M, Sugarman MA, Zetterberg H, Blennow K, Ashton NJ, Karikari TK, Aparicio HJ, Frank B, Tripodis Y, Martin B, Palmisano JN, Steinberg EG, Simkin I, Farrer LA, Jun GR, Turk KW, Budson AE, O'Connor MK, Au R, Goldstein LE, Kowall NW, Killiany R, Stern RA, Stein TD, McKee AC, Qiu WQ, Mez J, Alosco ML. Cross-sectional and longitudinal evaluation of plasma glial fibrillary acidic protein to detect and predict clinical syndromes of Alzheimer's disease. Alzheimers Dement (Amst) 2023; 15:e12492. [PMID: 37885919 PMCID: PMC10599277 DOI: 10.1002/dad2.12492] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/15/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023]
Abstract
Introduction This study examined plasma glial fibrillary acidic protein (GFAP) as a biomarker of cognitive impairment due to Alzheimer's disease (AD) with and against plasma neurofilament light chain (NfL), and phosphorylated tau (p-tau)181+231. Methods Plasma samples were analyzed using Simoa platform for 567 participants spanning the AD continuum. Cognitive diagnosis, neuropsychological testing, and dementia severity were examined for cross-sectional and longitudinal outcomes. Results Plasma GFAP discriminated AD dementia from normal cognition (adjusted mean difference = 0.90 standard deviation [SD]) and mild cognitive impairment (adjusted mean difference = 0.72 SD), and demonstrated superior discrimination compared to alternative plasma biomarkers. Higher GFAP was associated with worse dementia severity and worse performance on 11 of 12 neuropsychological tests. Longitudinally, GFAP predicted decline in memory, but did not predict conversion to mild cognitive impairment or dementia. Discussion Plasma GFAP was associated with clinical outcomes related to suspected AD and could be of assistance in a plasma biomarker panel to detect in vivo AD.
Collapse
Affiliation(s)
- Madeline Ally
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of PsychologyUniversity of ArizonaTucsonArizonaUSA
| | - Michael A. Sugarman
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyMedical University of South CarolinaCharlestonSouth CarolinaUSA
| | - Henrik Zetterberg
- Department of Neurodegenerative DiseaseUCL Institute of NeurologyLondonUK
- UK Dementia Research Institute at UCL, UCL Institute of NeurologyUniversity College LondonLondonUK
- Clinical Neurochemistry LaboratorySahlgrenska University HospitalMölndalSweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and PhysiologyThe Sahlgrenska Academy at the University of GothenburgGothenburgSweden
| | - Kaj Blennow
- Clinical Neurochemistry LaboratorySahlgrenska University HospitalMölndalSweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and PhysiologyThe Sahlgrenska Academy at the University of GothenburgGothenburgSweden
| | - Nicholas J. Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and PhysiologyThe Sahlgrenska Academy at the University of GothenburgGothenburgSweden
- Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology, and NeuroscienceKing's College LondonLondonUK
- NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and MaudsleyNHS FoundationLondonUK
- Centre for Age‐Related MedicineStavanger University HospitalStavangerNorway
| | - Thomas K. Karikari
- Clinical Neurochemistry LaboratorySahlgrenska University HospitalMölndalSweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and PhysiologyThe Sahlgrenska Academy at the University of GothenburgGothenburgSweden
- Department of PsychiatryUniversity of Pittsburgh School of MedicinePittsburghPennsylvaniaUSA
| | - Hugo J. Aparicio
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Brandon Frank
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
| | - Brett Martin
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Biostatistics and Epidemiology Data Analytics CenterBoston University School of Public HealthBostonMassachusettsUSA
| | - Joseph N. Palmisano
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Biostatistics and Epidemiology Data Analytics CenterBoston University School of Public HealthBostonMassachusettsUSA
| | - Eric G. Steinberg
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Irene Simkin
- Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Lindsay A. Farrer
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
- Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyFraminghamMassachusettsUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Department of OphthalmologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Gyungah R. Jun
- Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Katherine W. Turk
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
| | - Andrew E. Budson
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
| | - Maureen K. O'Connor
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeuropsychologyEdith Nourse Rogers Memorial Veterans HospitalBedfordMassachusettsUSA
| | - Rhoda Au
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyFraminghamMassachusettsUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Lee E. Goldstein
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Biostatistics and Epidemiology Data Analytics CenterBoston University School of Public HealthBostonMassachusettsUSA
- Department of OphthalmologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of Biomedical, Electrical, and Computer EngineeringBoston University College of EngineeringBostonMassachusettsUSA
| | - Neil W. Kowall
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
- Department of Pathology and Laboratory MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Ronald Killiany
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Center for Biomedical ImagingBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Robert A. Stern
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurosurgeryBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Thor D. Stein
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
- Department of Pathology and Laboratory MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Bedford Healthcare SystemBedfordMassachusettsUSA
| | - Ann C. McKee
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Boston Healthcare SystemJamaica PlainMassachusettsUSA
- Department of Pathology and Laboratory MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- US Department of Veterans AffairsVA Bedford Healthcare SystemBedfordMassachusettsUSA
| | - Wei Qiao Qiu
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of PsychiatryBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of Pharmacology and Experimental TherapeuticsBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Michael L. Alosco
- Boston University Alzheimer's Disease Research Center and CTE CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| |
Collapse
|
15
|
Bruce HJ, Tripodis Y, McClean M, Korell M, Tanner CM, Contreras B, Gottesman J, Kirsch L, Karim Y, Martin B, Palmisano J, Abdolmohammadi B, Shih LC, Stein TD, Stern RA, Adler CH, Mez J, Nowinski C, McKee AC, Alosco ML. American Football Play and Parkinson Disease Among Men. JAMA Netw Open 2023; 6:e2328644. [PMID: 37566412 PMCID: PMC10422187 DOI: 10.1001/jamanetworkopen.2023.28644] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/30/2023] [Indexed: 08/12/2023] Open
Abstract
Importance Parkinsonism and Parkinson disease (PD) are known to result from repetitive head impacts from boxing. Repetitive head impacts from American football may also be associated with increased risk of neurodegenerative pathologies that cause parkinsonism, yet in vivo research on the association between football play and PD is scarce and limited by small samples and equivocal findings. Objective To evaluate the association between football participation and self-reported parkinsonism or PD diagnosis. Design, Setting, and Participants This cross-sectional study leveraged data from the online Fox Insight study. Participants completed online questionnaires and self-reported whether they currently had a diagnosis of Parkinson disease or parkinsonism by a physician or other health care professional. In November 2020, the Boston University Head Impact Exposure Assessment was launched for data collection on repetitive head impacts. Data used for this manuscript were obtained from the Fox Insight database on June 9, 2022. A total of 1875 men who endorsed playing any organized sport were included. Former athletes were divided into those who participated in football (n = 729 [38.9%]) and those who participated in other sports (reference group). Exposures Self-reported participation in football, duration and level of football play, age at first exposure. Main Outcomes and Measures Logistic regression tested associations between PD status and history of football play, duration of football play, highest level played, and age at first exposure, controlling for age, education, history of diabetes or heart disease, body mass index, history of traumatic brain injury with loss of consciousness, and family history of PD. Results In this sample of 1875 men (mean [SD] age, 67.69 [9.84] years) enriched for parkinsonism or PD (n = 1602 [85.4%]), 729 (38.9%) played football (mean [SD] duration, 4.35 [2.91] years). History of playing football was associated with higher odds of having a parkinsonism or PD diagnosis (odds ratio [OR], 1.61; 95% CI, 1.19-2.17). Among the entire sample, longer duration of play was associated with higher odds of having a parkinsonism or PD diagnosis (OR, 1.12; 95% CI, 1.06-1.19). Among football players, longer duration of football play (OR, 1.12; 95% CI, 1.02-1.23) and higher level of play (OR, 2.93; 95% CI, 1.28-6.73) were associated with higher odds of having parkinsonism or PD. Conclusions and Relevance In this cross-sectional study of participants enriched for PD, participation in football was associated with higher odds of having a reported parkinsonism or PD diagnosis.
Collapse
Affiliation(s)
- Hannah J. Bruce
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Michael McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
| | - Monica Korell
- Department of Neurology, University of California San Francisco
| | | | | | - Joshua Gottesman
- The Michael J. Fox Foundation for Parkinson’s Research, New York, New York
| | - Leslie Kirsch
- The Michael J. Fox Foundation for Parkinson’s Research, New York, New York
| | - Yasir Karim
- The Michael J. Fox Foundation for Parkinson’s Research, New York, New York
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Bobak Abdolmohammadi
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Ludy C. Shih
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Thor D. Stein
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Bedford Veterans Affairs Medical Center, Bedford, Massachusetts
- Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts
- Veterans Affairs Boston Healthcare System, United States Department of Veteran Affairs, Boston, Massachusetts
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Charles H. Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts
| | | | - Ann C. McKee
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Bedford Veterans Affairs Medical Center, Bedford, Massachusetts
- Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts
- Veterans Affairs Boston Healthcare System, United States Department of Veteran Affairs, Boston, Massachusetts
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center, Boston University Chronic Traumatic Encephalopathy Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| |
Collapse
|
16
|
Bindeman IN, Melnik OE, Guillong M, Utkin IS, Wotzlaw JF, Schmitt AK, Stern RA. Author Correction: Age of the magma chamber and its physicochemical state under Elbrus Greater Caucasus, Russia using zircon petrochronology and modeling insights. Sci Rep 2023; 13:12114. [PMID: 37495657 PMCID: PMC10372145 DOI: 10.1038/s41598-023-39242-y] [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: 07/28/2023] Open
Affiliation(s)
- I N Bindeman
- Earth Sciences, University of Oregon, Eugene, OR, USA.
| | - O E Melnik
- Institute of Mechanics, Lomonosov Moscow State University, Moscow, Russia
- Institut des Sciences de la Terre (ISTerre), University Grenoble Alpes, Grenoble, France
| | - M Guillong
- Department of Earth Sciences, ETH Zurich, Zurich, Switzerland
| | - I S Utkin
- Institute of Mechanics, Lomonosov Moscow State University, Moscow, Russia
- Department of Civil, Environmental and Geomatic Engineering, ETH Zürich, Zurich, Switzerland
| | - J-F Wotzlaw
- Department of Earth Sciences, ETH Zurich, Zurich, Switzerland
| | - A K Schmitt
- Institut für Geowissenschaften, Universität Heidelberg, Heidelberg, Germany
- John de Laeter Centre, Curtin University, Bentley, WA, Australia
| | - R A Stern
- Canadian Centre for Isotopic Microanalysis, University of Alberta, Edmonton, Canada
| |
Collapse
|
17
|
Rajabli F, Benchek P, Tosto G, Kushch N, Sha J, Bazemore K, Zhu C, Lee WP, Haut J, Hamilton-Nelson KL, Wheeler NR, Zhao Y, Farrell JJ, Grunin MA, Leung YY, Kuksa PP, Li D, Lucio da Fonseca E, Mez JB, Palmer EL, Pillai J, Sherva RM, Song YE, Zhang X, Iqbal T, Pathak O, Valladares O, Kuzma AB, Abner E, Adams PM, Aguirre A, Albert MS, Albin RL, Allen M, Alvarez L, Apostolova LG, Arnold SE, Asthana S, Atwood CS, Ayres G, Baldwin CT, Barber RC, Barnes LL, Barral S, Beach TG, Becker JT, Beecham GW, Beekly D, Benitez BA, Bennett D, Bertelson J, Bird TD, Blacker D, Boeve BF, Bowen JD, Boxer A, Brewer J, Burke JR, Burns JM, Buxbaum JD, Cairns NJ, Cantwell LB, Cao C, Carlson CS, Carlsson CM, Carney RM, Carrasquillo MM, Chasse S, Chesselet MF, Chin NA, Chui HC, Chung J, Craft S, Crane PK, Cribbs DH, Crocco EA, Cruchaga C, Cuccaro ML, Cullum M, Darby E, Davis B, De Jager PL, DeCarli C, DeToledo J, Dick M, Dickson DW, Dombroski BA, Doody RS, Duara R, Ertekin-Taner NI, Evans DA, Faber KM, Fairchild TJ, Fallon KB, Fardo DW, Farlow MR, Fernandez-Hernandez V, Ferris S, Foroud TM, Frosch MP, Fulton-Howard B, Galasko DR, Gamboa A, Gearing M, Geschwind DH, Ghetti B, Gilbert JR, Goate AM, Grabowski TJ, Graff-Radford NR, Green RC, Growdon JH, Hakonarson H, Hall J, Hamilton RL, Harari O, Hardy J, Harrell LE, Head E, Henderson VW, Hernandez M, Hohman T, Honig LS, Huebinger RM, Huentelman MJ, Hulette CM, Hyman BT, Hynan LS, Ibanez L, Jarvik GP, Jayadev S, Jin LW, Johnson K, Johnson L, Kamboh MI, Karydas AM, Katz MJ, Kauwe JS, Kaye JA, Keene CD, Khaleeq A, Kim R, Knebl J, Kowall NW, Kramer JH, Kukull WA, LaFerla FM, Lah JJ, Larson EB, Lerner A, Leverenz JB, Levey AI, Lieberman AP, Lipton RB, Logue M, Lopez OL, Lunetta KL, Lyketsos CG, Mains D, Margaret FE, Marson DC, Martin ERR, Martiniuk F, Mash DC, Masliah E, Massman P, Masurkar A, McCormick WC, McCurry SM, McDavid AN, McDonough S, McKee AC, Mesulam M, Miller BL, Miller CA, Miller JW, Montine TJ, Monuki ES, Morris JC, Mukherjee S, Myers AJ, Nguyen T, O'Bryant S, Olichney JM, Ory M, Palmer R, Parisi JE, Paulson HL, Pavlik V, Paydarfar D, Perez V, Peskind E, Petersen RC, Pierce A, Polk M, Poon WW, Potter H, Qu L, Quiceno M, Quinn JF, Raj A, Raskind M, Reiman EM, Reisberg B, Reisch JS, Ringman JM, Roberson ED, Rodriguear M, Rogaeva E, Rosen HJ, Rosenberg RN, Royall DR, Sager MA, Sano M, Saykin AJ, Schneider JA, Schneider LS, Seeley WW, Slifer SH, Small S, Smith AG, Smith JP, Sonnen JA, Spina S, St George-Hyslop P, Stern RA, Stevens AB, Strittmatter SM, Sultzer D, Swerdlow RH, Tanzi RE, Tilson JL, Trojanowski JQ, Troncoso JC, Tsuang DW, Van Deerlin VM, van Eldik LJ, Vance JM, Vardarajan BN, Vassar R, Vinters HV, Vonsattel JP, Weintraub S, Welsh-Bohmer KA, Whitehead PL, Wijsman EM, Wilhelmsen KC, Williams B, Williamson J, Wilms H, Wingo TS, Wisniewski T, Woltjer RL, Woon M, Wright CB, Wu CK, Younkin SG, Yu CE, Yu L, Zhu X, Kunkle BW, Bush WS, Wang LS, Farrer LA, Haines JL, Mayeux R, Pericak-Vance MA, Schellenberg GD, Jun GR, Reitz C, Naj AC. Multi-ancestry genome-wide meta-analysis of 56,241 individuals identifies LRRC4C, LHX5-AS1 and nominates ancestry-specific loci PTPRK , GRB14 , and KIAA0825 as novel risk loci for Alzheimer's disease: the Alzheimer's Disease Genetics Consortium. medRxiv 2023:2023.07.06.23292311. [PMID: 37461624 PMCID: PMC10350126 DOI: 10.1101/2023.07.06.23292311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Limited ancestral diversity has impaired our ability to detect risk variants more prevalent in non-European ancestry groups in genome-wide association studies (GWAS). We constructed and analyzed a multi-ancestry GWAS dataset in the Alzheimer's Disease (AD) Genetics Consortium (ADGC) to test for novel shared and ancestry-specific AD susceptibility loci and evaluate underlying genetic architecture in 37,382 non-Hispanic White (NHW), 6,728 African American, 8,899 Hispanic (HIS), and 3,232 East Asian individuals, performing within-ancestry fixed-effects meta-analysis followed by a cross-ancestry random-effects meta-analysis. We identified 13 loci with cross-ancestry associations including known loci at/near CR1 , BIN1 , TREM2 , CD2AP , PTK2B , CLU , SHARPIN , MS4A6A , PICALM , ABCA7 , APOE and two novel loci not previously reported at 11p12 ( LRRC4C ) and 12q24.13 ( LHX5-AS1 ). Reflecting the power of diverse ancestry in GWAS, we observed the SHARPIN locus using 7.1% the sample size of the original discovering single-ancestry GWAS (n=788,989). We additionally identified three GWS ancestry-specific loci at/near ( PTPRK ( P =2.4×10 -8 ) and GRB14 ( P =1.7×10 -8 ) in HIS), and KIAA0825 ( P =2.9×10 -8 in NHW). Pathway analysis implicated multiple amyloid regulation pathways (strongest with P adjusted =1.6×10 -4 ) and the classical complement pathway ( P adjusted =1.3×10 -3 ). Genes at/near our novel loci have known roles in neuronal development ( LRRC4C, LHX5-AS1 , and PTPRK ) and insulin receptor activity regulation ( GRB14 ). These findings provide compelling support for using traditionally-underrepresented populations for gene discovery, even with smaller sample sizes.
Collapse
|
18
|
Daneshvar DH, Nair ES, Baucom ZH, Rasch A, Abdolmohammadi B, Uretsky M, Saltiel N, Shah A, Jarnagin J, Baugh CM, Martin BM, Palmisano JN, Cherry JD, Alvarez VE, Huber BR, Weuve J, Nowinski CJ, Cantu RC, Zafonte RD, Dwyer B, Crary JF, Goldstein LE, Kowall NW, Katz DI, Stern RA, Tripodis Y, Stein TD, McClean MD, Alosco ML, McKee AC, Mez J. Leveraging football accelerometer data to quantify associations between repetitive head impacts and chronic traumatic encephalopathy in males. Nat Commun 2023; 14:3470. [PMID: 37340004 PMCID: PMC10281995 DOI: 10.1038/s41467-023-39183-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [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: 09/21/2022] [Accepted: 05/30/2023] [Indexed: 06/22/2023] Open
Abstract
Chronic traumatic encephalopathy (CTE) is a neurodegenerative tauopathy associated with repetitive head impacts (RHI), but the components of RHI exposure underlying this relationship are unclear. We create a position exposure matrix (PEM), composed of American football helmet sensor data, summarized from literature review by player position and level of play. Using this PEM, we estimate measures of lifetime RHI exposure for a separate cohort of 631 football playing brain donors. Separate models examine the relationship between CTE pathology and players' concussion count, athletic positions, years of football, and PEM-derived measures, including estimated cumulative head impacts, linear accelerations, and rotational accelerations. Only duration of play and PEM-derived measures are significantly associated with CTE pathology. Models incorporating cumulative linear or rotational acceleration have better model fit and are better predictors of CTE pathology than duration of play or cumulative head impacts alone. These findings implicate cumulative head impact intensity in CTE pathogenesis.
Collapse
Affiliation(s)
- Daniel H Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.
- Department of Physical Medicine and Rehabilitation, Mass General Brigham-Spaulding Rehabilitation, Charlestown, MA, USA.
| | - Evan S Nair
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Zachary H Baucom
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Abigail Rasch
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Bobak Abdolmohammadi
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Madeline Uretsky
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Nicole Saltiel
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Arsal Shah
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Johnny Jarnagin
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | - Christine M Baugh
- Center for Bioethics and Humanities, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Brett M Martin
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Joseph N Palmisano
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Jonathan D Cherry
- Boston University Alzheimer's Disease Research and CTE Centers, 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
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Bertrand R Huber
- Boston University Alzheimer's Disease Research and CTE Centers, 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
| | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Christopher J Nowinski
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Ross D Zafonte
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
- Department of Physical Medicine and Rehabilitation, Mass General Brigham-Spaulding Rehabilitation, Charlestown, MA, USA
- Department of Physical Medicine and Rehabilitation, Brigham and Women's Hospital, Boston, MA, USA
| | - Brigid Dwyer
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - John F Crary
- Neuropathology Brain Bank & Research Core, Department of Pathology, Nash Family Department of Neuroscience, Ronald M. Loeb Center for Alzheimer's Disease, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Douglas I Katz
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research and CTE Centers, 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
| | - Michael D McClean
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research and CTE Centers, 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
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research and CTE Centers, 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
| |
Collapse
|
19
|
Bindeman IN, Melnik OE, Guillong M, Utkin IV, Wotzlaw JF, Schmitt AK, Stern RA. Age of the magma chamber and its physicochemical state under Elbrus Greater Caucasus, Russia using zircon petrochronology and modeling insights. Sci Rep 2023; 13:9733. [PMID: 37322072 PMCID: PMC10272178 DOI: 10.1038/s41598-023-36793-y] [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] [Received: 06/22/2022] [Accepted: 06/12/2023] [Indexed: 06/17/2023] Open
Abstract
Mount Elbrus, Europe's tallest and largely glaciated volcano, is made of silicic lavas and is known for Holocene eruptions, but the size and state of its magma chamber remain poorly constrained. We report high spatial resolution U-Th-Pb zircon ages, co-registered with oxygen and hafnium isotopic values, span ~ 0.6 Ma in each lava, documenting magmatic initiation that forms the current edifice. The best-fit thermochemical modeling constrains magmatic fluxes at 1.2 km3/1000 year by hot (900 °C), initially zircon-undersaturated dacite into a vertically extensive magma body since ~ 0.6 Ma, whereas a volcanic episode with eruptible magma only extends over the past 0.2 Ma, matching the age of oldest lavas. Simulations explain the total magma volume of ~ 180 km3, temporally oscillating δ18O and εHf values, and a wide range of zircon age distributions in each sample. These data provide insights into the current state (~ 200 km3 of melt in a vertically extensive system) and the potential for future activity of Elbrus calling for much-needed seismic imaging. Similar zircon records worldwide require continuous intrusive activity by magmatic accretion of silicic magmas generated at depths, and that zircon ages do not reflect eruption ages but predate them by ~ 103 to 105 years reflecting protracted dissolution-crystallization histories.
Collapse
Affiliation(s)
- I N Bindeman
- Earth Sciences, University of Oregon, Eugene, OR, USA.
| | - O E Melnik
- Institute of Mechanics, Lomonosov Moscow State University, Moscow, Russia
- Institut des Sciences de la Terre (ISTerre), University Grenoble Alpes, Grenoble, France
| | - M Guillong
- Department of Earth Sciences, ETH Zurich, Zurich, Switzerland
| | - I V Utkin
- Institute of Mechanics, Lomonosov Moscow State University, Moscow, Russia
- Department of Earth Sciences, UNIL, Lausanne, Switzerland
| | - J-F Wotzlaw
- Department of Earth Sciences, ETH Zurich, Zurich, Switzerland
| | - A K Schmitt
- Institut für Geowissenschaften, Universität Heidelberg, Heidelberg, Germany
- John de Laeter Centre, Curtin University, Bentley, WA, Australia
| | - R A Stern
- Canadian Centre for Isotopic Microanalysis, University of Alberta, Edmonton, Canada
| |
Collapse
|
20
|
van Amerongen S, Kamps S, Kaijser KKM, Pijnenburg YAL, Scheltens P, Teunissen CE, Barkhof F, Ossenkoppele R, Rozemuller AJM, Stern RA, Hoozemans JJM, Vijverberg EGB. Severe CTE and TDP-43 pathology in a former professional soccer player with dementia: a clinicopathological case report and review of the literature. Acta Neuropathol Commun 2023; 11:77. [PMID: 37161501 PMCID: PMC10169296 DOI: 10.1186/s40478-023-01572-3] [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: 03/08/2023] [Accepted: 04/20/2023] [Indexed: 05/11/2023] Open
Abstract
In the last decades, numerous post-mortem case series have documented chronic traumatic encephalopathy (CTE) in former contact-sport athletes, though reports of CTE pathology in former soccer players are scarce. This study presents a clinicopathological case of a former professional soccer player with young-onset dementia. The patient experienced early onset progressive cognitive decline and developed dementia in his mid-50 s, after playing soccer for 12 years at a professional level. While the clinical picture mimicked Alzheimer's disease, amyloid PET imaging did not provide evidence of elevated beta-amyloid plaque density. After he died in his mid-60 s, brain autopsy showed severe phosphorylated tau (p-tau) abnormalities fulfilling the neuropathological criteria for high-stage CTE, as well as astrocytic and oligodendroglial tau pathology in terms of tufted astrocytes, thorn-shaped astrocytes, and coiled bodies. Additionally, there were TAR DNA-binding protein 43 (TDP-43) positive cytoplasmic inclusions in the frontal lobe and hippocampus, and Amyloid Precursor Protein (APP) positivity in the axons of the white matter. A systematic review of the literature revealed only 13 other soccer players with postmortem diagnosis of CTE. Our report illustrates the complex clinicopathological correlation of CTE and the need for disease-specific biomarkers.
Collapse
Affiliation(s)
- Suzan van Amerongen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands.
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands.
- Department of Neurology, Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA.
| | - Suzie Kamps
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Kyra K M Kaijser
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Pathology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Yolande A L Pijnenburg
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Philip Scheltens
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- EQT Life Sciences, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Frederik Barkhof
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Radiology & Nuclear Medicine, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London, UK
| | - Rik Ossenkoppele
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Clinical Memory Research Unit, Lund University, Lund, Sweden
| | - Annemieke J M Rozemuller
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Department of Pathology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Robert A Stern
- Department of Neurology, Boston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Departments of Neurosurgery, and Anatomy and Neurobiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | | | - Everard G B Vijverberg
- Department of Neurology, Amsterdam UMC, location Vrije Universiteit Amsterdam, Alzheimer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| |
Collapse
|
21
|
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.
Collapse
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
| |
Collapse
|
22
|
Alosco ML, Ly M, Mosaheb S, Saltiel N, Uretsky M, Tripodis Y, Martin B, Palmisano J, Delano-Wood L, Bondi MW, Meng G, Xia W, Daley S, Goldstein LE, Katz DI, Dwyer B, Daneshvar DH, Nowinski C, Cantu RC, Kowall NW, Stern RA, Alvarez VE, Mez J, Huber BR, McKee AC, Stein TD. Decreased myelin proteins in brain donors exposed to football-related repetitive head impacts. Brain Commun 2023; 5:fcad019. [PMID: 36895961 PMCID: PMC9990992 DOI: 10.1093/braincomms/fcad019] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 09/16/2022] [Revised: 12/02/2022] [Accepted: 01/30/2023] [Indexed: 03/09/2023] Open
Abstract
American football players and other individuals exposed to repetitive head impacts can exhibit a constellation of later-life cognitive and neuropsychiatric symptoms. While tau-based diseases such as chronic traumatic encephalopathy can underpin certain symptoms, contributions from non-tau pathologies from repetitive head impacts are increasingly recognized. We examined cross-sectional associations between myelin integrity using immunoassays for myelin-associated glycoprotein and proteolipid protein 1 with risk factors and clinical outcomes in brain donors exposed to repetitive head impacts from American football. Immunoassays for myelin-associated glycoprotein and proteolipid protein 1 were conducted on dorsolateral frontal white matter tissue samples of 205 male brain donors. Proxies of exposure to repetitive head impacts included years of exposure and age of first exposure to American football play. Informants completed the Functional Activities Questionnaire, Behavior Rating Inventory of Executive Function-Adult Version (Behavioral Regulation Index), and Barratt Impulsiveness Scale-11. Associations between myelin-associated glycoprotein and proteolipid protein 1 with exposure proxies and clinical scales were tested. Of the 205 male brain donors who played amateur and professional football, the mean age was 67.17 (SD = 16.78), and 75.9% (n = 126) were reported by informants to be functionally impaired prior to death. Myelin-associated glycoprotein and proteolipid protein 1 correlated with the ischaemic injury scale score, a global indicator of cerebrovascular disease (r = -0.23 and -0.20, respectively, Ps < 0.01). Chronic traumatic encephalopathy was the most common neurodegenerative disease (n = 151, 73.7%). Myelin-associated glycoprotein and proteolipid protein 1 were not associated with chronic traumatic encephalopathy status, but lower proteolipid protein 1 was associated with more severe chronic traumatic encephalopathy (P = 0.03). Myelin-associated glycoprotein and proteolipid protein 1 were not associated with other neurodegenerative disease pathologies. More years of football play was associated with lower proteolipid protein 1 [beta = -2.45, 95% confidence interval (CI) [-4.52, -0.38]] and compared with those who played <11 years of football (n = 78), those who played 11 or more years (n = 128) had lower myelin-associated glycoprotein (mean difference = 46.00, 95% CI [5.32, 86.69]) and proteolipid protein 1 (mean difference = 24.72, 95% CI [2.40, 47.05]). Younger age of first exposure corresponded to lower proteolipid protein 1 (beta = 4.35, 95% CI [0.25, 8.45]). Among brain donors who were aged 50 or older (n = 144), lower proteolipid protein 1 (beta = -0.02, 95% CI [-0.047, -0.001]) and myelin-associated glycoprotein (beta = -0.01, 95% CI [-0.03, -0.002]) were associated with higher Functional Activities Questionnaire scores. Lower myelin-associated glycoprotein correlated with higher Barratt Impulsiveness Scale-11 scores (beta = -0.02, 95% CI [-0.04, -0.0003]). Results suggest that decreased myelin may represent a late effect of repetitive head impacts that contributes to the manifestation of cognitive symptoms and impulsivity. Clinical-pathological correlation studies with prospective objective clinical assessments are needed to confirm our findings.
Collapse
Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Monica Ly
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego Health, La Jolla, CA, USA
| | - Sydney Mosaheb
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Nicole Saltiel
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Madeline Uretsky
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Joseph Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Lisa Delano-Wood
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego Health, La Jolla, CA, USA
| | - Mark W Bondi
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego Health, La Jolla, CA, USA
| | | | - Weiming Xia
- VA Bedford Healthcare System, Bedford, MA, USA
- Department of Pharmacology and Experimental Therapeutics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Sarah Daley
- VA Bedford Healthcare System, Bedford, MA, USA
- Department of Pharmacology and Experimental Therapeutics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Lee E Goldstein
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Radiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, MA, USA
| | - Douglas I Katz
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Brigid Dwyer
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Daniel H Daneshvar
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | | | - Robert C Cantu
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Neil W Kowall
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Departments of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, Boston, MA, USA
| | - Robert A Stern
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA
| | - Victor E Alvarez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, Boston, MA, USA
- National Center for PTSD, VA Boston Healthcare, Jamaica Plain, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and CTE Center, 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
| | - Bertrand Russell Huber
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, Boston, MA, USA
- National Center for PTSD, VA Boston Healthcare, Jamaica Plain, Boston, MA, USA
| | - Ann C McKee
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- Departments of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, Boston, MA, USA
- National Center for PTSD, VA Boston Healthcare, Jamaica Plain, Boston, MA, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Thor D Stein
- Boston University Alzheimer’s Disease Research Center and CTE Center, Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Bedford Healthcare System, Bedford, MA, USA
- Departments of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, Boston, MA, USA
- Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| |
Collapse
|
23
|
Liang B, Alosco ML, Armañanzas R, Martin BM, Tripodis Y, Stern RA, Prichep LS. Long-Term Changes in Brain Connectivity Reflected in Quantitative Electrophysiology of Symptomatic Former National Football League Players. J Neurotrauma 2023; 40:309-317. [PMID: 36324216 PMCID: PMC9902050 DOI: 10.1089/neu.2022.0029] [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: 11/06/2022] Open
Abstract
Exposure to repetitive head impacts (RHI) has been associated with long-term disturbances in cognition, mood, and neurobehavioral dysregulation, and reflected in neuroimaging. Distinct patterns of changes in quantitative features of the brain electrical activity (quantitative electroencephalogram [qEEG]) have been demonstrated to be sensitive to brain changes seen in neurodegenerative disorders and in traumatic brain injuries (TBI). While these qEEG biomarkers are highly sensitive at time of injury, the long-term effects of exposure to RHI on brain electrical activity are relatively unexplored. Ten minutes of eyes closed resting EEG data were collected from a frontal and frontotemporal electrode montage (BrainScope Food and Drug Administration-cleared EEG acquisition device), as well as assessments of neuropsychiatric function and age of first exposure (AFE) to American football. A machine learning methodology was used to derive a qEEG-based algorithm to discriminate former National Football League (NFL) players (n = 87, 55.40 ± 7.98 years old) from same-age men without history of RHI (n = 68, 54.94 ± 7.63 years old), and a second algorithm to discriminate former players with AFE <12 years (n = 33) from AFE ≥12 years (n = 54). The algorithm separating NFL retirees from controls had a specificity = 80%, a sensitivity = 60%, and an area under curve (AUC) = 0.75. Within the NFL population, the algorithm separating AFE <12 from AFE ≥12 resulted in a sensitivity = 76%, a specificity = 52%, and an AUC = 0.72. The presence of a profile of EEG abnormalities in the NFL retirees and in those with younger AFE includes features associated with neurodegeneration and the disruption of neuronal transmission between regions. These results support the long-term consequences of RHI and the potential of EEG as a biomarker of persistent changes in brain function.
Collapse
Affiliation(s)
- Bo Liang
- BrainScope Company, Chevy Chase, Maryland, USA
| | - Michael L. Alosco
- Boston University CTE Center, Boston University, Boston, Massachusetts, USA
- Department of Neurology, Boston University, Boston, Massachusetts, USA
| | - Ruben Armañanzas
- BrainScope Company, Chevy Chase, Maryland, USA
- Institute for Data Science and Artificial Intelligence, Universidad de Navarra, Pamplona, Spain
- Tecnun School of Engineering, Universidad de Navarra, Donostia-San Sebastian, Spain
| | - Brett M. Martin
- Boston University CTE Center, Boston University, Boston, Massachusetts, USA
| | - Yorghos Tripodis
- Boston University CTE Center, Boston University, Boston, Massachusetts, USA
- Department of Biostatistics, Boston University, Boston, Massachusetts, USA
| | - Robert A. Stern
- Boston University CTE Center, Boston University, Boston, Massachusetts, USA
- Department of Neurology, Boston University, Boston, Massachusetts, USA
- Departments of Neurosurgery and Anatomy & Neurobiology, Boston University, Boston, Massachusetts, USA
| | | |
Collapse
|
24
|
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.
Collapse
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
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
25
|
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.
Collapse
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.
| |
Collapse
|
26
|
Protas HD, Su Y, Luo J, Chen K, Alosco ML, Adler C, Balcer L, Bernick CB, Au R, Banks SJ, Barr W, Coleman MJ, Dodick DW, Katz DI, Marek K, Mariani M, McClean MD, McKee AC, Mez JB, Palmisano J, Peskind ER, Turner RW, Wethe J, Rabinovici GD, Johnson KA, Tripodis Y, Cummings J, Shenton ME, Stern RA, Reiman EM. A new flortaucipir PET biomarker based on graph theory for early detection of CTE in former American football players. Alzheimers Dement 2022. [DOI: 10.1002/alz.068936] [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: 12/24/2022]
Affiliation(s)
- Hillary D. Protas
- Banner Alzheimer's Institute Phoenix AZ USA
- Arizona Alzheimer's Consortium Phoenix AZ USA
| | - Yi Su
- Banner Alzheimer's Institute Phoenix AZ USA
- Arizona Alzheimer's Consortium Phoenix AZ USA
- Arizona State University Tempe AZ USA
| | - Ji Luo
- Banner Alzheimer's Institute Phoenix AZ USA
- Arizona Alzheimer's Consortium Phoenix AZ USA
| | - Kewei Chen
- Banner Alzheimer's Institute Phoenix AZ USA
- Arizona Alzheimer's Consortium Phoenix AZ USA
| | - Michael L Alosco
- Department of Neurology, Boston University School of Medicine Boston MA USA
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | - Charles B. Bernick
- Lou Ruvo Center for Brain Health, Cleveland Clinic Las Vegas NV USA
- University of Washington Seattle WA USA
| | - Rhoda Au
- The Framingham Heart Study, Boston University School of Medicine; Boston University School of Public Health Boston MA USA
| | | | | | | | | | | | - Ken Marek
- Institute for Neurodegenerative Disorders, Invicro,LLC New Haven CT USA
| | | | | | - Ann C. McKee
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Jesse B. Mez
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | - Elaine R Peskind
- VA Puget Sound Health Care System Seattle WA USA
- University of Washington School of Medicine Seattle WA USA
| | | | | | | | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Boston University School of Public Health Boston MA USA
| | | | - Martha E Shenton
- Harvard Medical School Boston MA USA
- Brigham and Women's Hospital Boston MA USA
| | - Robert A Stern
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Eric M. Reiman
- Banner Alzheimer's Institute Phoenix AZ USA
- Arizona Alzheimer's Consortium Phoenix AZ USA
- Arizona State University Tempe AZ USA
- University of Arizona Tucson AZ USA
- Translational Genomics Research Institute Phoenix AZ USA
| | | |
Collapse
|
27
|
Rasch A, Tripodis Y, Martin BM, Palmisano J, Katz DI, Dwyer B, Daneshvar DH, Goldstein LE, Kowall NW, Stern RA, Huber BR, Stein TD, McKee AC, Mez JB, Alosco ML. Clinical and Neuropathological Correlates of Substance Use Disorders in Brain Donors Exposed to Repetitive Head Impacts. Alzheimers Dement 2022. [DOI: 10.1002/alz.067416] [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: 12/24/2022]
Affiliation(s)
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Boston University School of Public Health Boston MA USA
- Boston University Boston MA USA
| | | | | | | | - Brigid Dwyer
- Boston University School of Medicine Boston MA USA
| | - Daniel H Daneshvar
- Boston University School of Medicine Boston MA USA
- Harvard University School of Medicine Cambridge MA USA
| | | | - Neil W Kowall
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare Boston MA USA
| | - Robert A Stern
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Bertrand R. Huber
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare Jamaica Plain MA USA
- Department of Neurology, Boston University School of Medicine Boston MA USA
| | - Thor D. Stein
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare System Jamaica Plain MA USA
| | - Ann C. McKee
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Department of Neurology, Boston University School of Medicine Boston MA USA
- VA Boston Healthcare System Jamaica Plain MA USA
| | - Jesse B. Mez
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Michael L Alosco
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Department of Neurology, Boston University School of Medicine Boston MA USA
| |
Collapse
|
28
|
Alosco ML, Iaccarino L, Asken BM, Nowinski C, Mundada NS, Smith K, Culhane JE, Shankar R, Windon C, Tripodis Y, Mercier G, Stein TD, Grinberg LT, McKee AC, Stern RA, Kowall NW, Miller BL, Mez JB, Killiany RJ, Rabinovici GD. 18F‐MK‐6240 Tau PET as a Biomarker for Chronic Traumatic Encephalopathy: Case Series of 10 Symptomatic Former National Football League Players. Alzheimers Dement 2022. [DOI: 10.1002/alz.066995] [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: 12/24/2022]
Affiliation(s)
- Michael L Alosco
- Department of Neurology, Boston University School of Medicine Boston MA USA
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Leonardo Iaccarino
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
| | - Breton M. Asken
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
| | | | | | - Karen Smith
- University of California, San Francisco San Francisco CA USA
| | | | - Ranjani Shankar
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
- University of California, San Francisco San Francisco CA USA
| | - Charles Windon
- University of California Memory and Aging Center, San Francisco San Francisco CA USA
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Boston University School of Public Health Boston MA USA
- Boston University Boston MA USA
| | | | - Thor D. Stein
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare System Jamaica Plain MA USA
- Department of Veterans Affairs Medical Center Bedford MA USA
| | - Lea Tenenholz Grinberg
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
- University of California, San Francisco San Francisco CA USA
- Global Brain Health Institute, University of California San Francisco San Francisco CA USA
| | - Ann C. McKee
- Department of Neurology, Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare System Jamaica Plain MA USA
- Department of Veterans Affairs Bedford MA USA
| | - Robert A Stern
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Neil W Kowall
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- VA Boston Healthcare Boston MA USA
| | - Bruce L. Miller
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
- University of California San Francisco San Francisco CA USA
| | - Jesse B. Mez
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Ronald J Killiany
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Gil D. Rabinovici
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco San Francisco CA USA
- University of California, San Francisco San Francisco CA USA
- Department of Radiology and Biomedical Imaging, University of California, San Francisco San Francisco CA USA
- Department of Neurology, Memory and Aging Center, University of California San Francisco San Francisco CA USA
| |
Collapse
|
29
|
Culhane JE, Abdolmohammadi B, Nair ES, Saltiel N, Tripodis Y, Martin BM, Palmisano J, Katz DI, Dwyer B, Daneshvar DH, Goldstein LE, Dams‐O'Connor K, Kowall NW, Stern RA, Huber BR, Stein TD, Mez JB, McKee AC, Alosco ML. Moderate‐Severe Traumatic Brain Injury History and Chronic Traumatic Encephalopathy Neuropathology in Brain Donors Exposed to Repetitive Head Impacts. Alzheimers Dement 2022. [DOI: 10.1002/alz.064579] [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: 12/24/2022]
Affiliation(s)
| | | | - Evan S Nair
- Boston University School of Medicine Boston MA USA
| | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Brigid Dwyer
- Boston University School of Medicine Boston MA USA
| | | | | | | | | | | | | | | | - Jesse B. Mez
- Boston University School of Medicine Boston MA USA
| | - Ann C. McKee
- Boston University School of Medicine Boston MA USA
| | | |
Collapse
|
30
|
Morrison MS, Aparicio HJ, Blennow K, Zetterberg H, Ashton NJ, Karikari TK, Tripodis Y, Martin B, Palmisano JN, Sugarman MA, Frank B, Steinberg EG, Turk KW, Budson AE, Au R, Goldstein LE, Jun GR, Kowall NW, Killiany R, Qiu WQ, Stern RA, Mez J, McKee AC, Stein TD, Alosco ML. Ante-mortem plasma phosphorylated tau (181) predicts Alzheimer's disease neuropathology and regional tau at autopsy. Brain 2022; 145:3546-3557. [PMID: 35554506 PMCID: PMC10233293 DOI: 10.1093/brain/awac175] [Citation(s) in RCA: 10] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/07/2022] [Accepted: 05/02/2022] [Indexed: 11/14/2022] Open
Abstract
Blood-based biomarkers such as tau phosphorylated at threonine 181 (phosphorylated-tau181) represent an accessible, cost-effective and scalable approach for the in vivo detection of Alzheimer's disease pathophysiology. Plasma-pathological correlation studies are needed to validate plasma phosphorylated-tau181 as an accurate and reliable biomarker of Alzheimer's disease neuropathological changes. This plasma-to-autopsy correlation study included participants from the Boston University Alzheimer's Disease Research Center who had a plasma sample analysed for phosphorylated-tau181 between 2008 and 2018 and donated their brain for neuropathological examination. Plasma phosphorelated-tau181 was measured with single molecule array technology. Of 103 participants, 62 (60.2%) had autopsy-confirmed Alzheimer's disease. Average time between blood draw and death was 5.6 years (standard deviation = 3.1 years). Multivariable analyses showed higher plasma phosphorylated-tau181 concentrations were associated with increased odds for having autopsy-confirmed Alzheimer's disease [AUC = 0.82, OR = 1.07, 95% CI = 1.03-1.11, P < 0.01; phosphorylated-tau standardized (z-transformed): OR = 2.98, 95% CI = 1.50-5.93, P < 0.01]. Higher plasma phosphorylated-tau181 levels were associated with increased odds for having a higher Braak stage (OR = 1.06, 95% CI = 1.02-1.09, P < 0.01) and more severe phosphorylated-tau across six cortical and subcortical brain regions (ORs = 1.03-1.06, P < 0.05). The association between plasma phosphorylated-tau181 and Alzheimer's disease was strongest in those who were demented at time of blood draw (OR = 1.25, 95%CI = 1.02-1.53), but an effect existed among the non-demented (OR = 1.05, 95% CI = 1.01-1.10). There was higher discrimination accuracy for Alzheimer's disease when blood draw occurred in years closer to death; however, higher plasma phosphorylated-tau181 levels were associated with Alzheimer's disease even when blood draw occurred >5 years from death. Ante-mortem plasma phosphorylated-tau181 concentrations were associated with Alzheimer's disease neuropathology and accurately differentiated brain donors with and without autopsy-confirmed Alzheimer's disease. These findings support plasma phosphorylated-tau181 as a scalable biomarker for the detection of Alzheimer's disease.
Collapse
Affiliation(s)
- Madeline S Morrison
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
| | - Hugo J Aparicio
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- Framingham Heart Study, Boston University School of Medicine, Boston, MA 02118, USA
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 413 45 Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, 413 90 Gothenburg, Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 413 45 Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, 413 90 Gothenburg, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London WC1N 3BG, UK
| | - Nicholas J Ashton
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 413 45 Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, 413 90 Gothenburg, Sweden
| | - Thomas K Karikari
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 413 45 Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, 413 90 Gothenburg, Sweden
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Brett Martin
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA 02118, USA
| | - Joseph N Palmisano
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA 02118, USA
| | - Michael A Sugarman
- Department of Neurology, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Brandon Frank
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
| | - Eric G Steinberg
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
| | - Katherine W Turk
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA 02130, USA
| | - Andrew E Budson
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA 02130, USA
| | - Rhoda Au
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- Framingham Heart Study, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
| | - Lee E Goldstein
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Ophthalmology, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Biomedical Engineering, Boston University College of Engineering, Boston, MA 02215, USA
- Department of Electrical and Computer Engineering, Boston University College of Engineering, Boston, MA 02215, USA
| | - Gyungah R Jun
- Department of Medicine, Boston University School of Medicine, Boston, MA 02118, USA
| | - Neil W Kowall
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA 02130, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA 02118, USA
| | - Ronald Killiany
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA 02118, USA
- Center for Biomedical Imaging, Boston University School of Medicine, Boston, MA 02118, USA
| | - Wei Qiao Qiu
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA 02118, USA
| | - Robert A Stern
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, MA 02118, USA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- Framingham Heart Study, Boston University School of Medicine, Boston, MA 02118, USA
| | - Ann C McKee
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA 02130, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA 02118, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA 01730, USA
| | - Thor D Stein
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- VA Boston Healthcare System, U.S. Department of Veteran Affairs, Jamaica Plain, MA 02130, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA 02118, USA
- VA Bedford Healthcare System, U.S. Department of Veteran Affairs, Bedford, MA 01730, USA
| | - Michael L Alosco
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
| |
Collapse
|
31
|
Atherton K, Han X, Chung J, Cherry JD, Baucom Z, Saltiel N, Nair E, Abdolmohammadi B, Uretsky M, Khan MM, Shea C, Durape S, Martin BM, Palmisano JN, Farrell K, Nowinski CJ, Alvarez VE, Dwyer B, Daneshvar DH, Katz DI, Goldstein LE, Cantu RC, Kowall NW, Alosco ML, Huber BR, Tripodis Y, Crary JF, Farrer L, Stern RA, Stein TD, McKee AC, Mez J. Association of APOE Genotypes and Chronic Traumatic Encephalopathy. JAMA Neurol 2022; 79:787-796. [PMID: 35759276 PMCID: PMC9237800 DOI: 10.1001/jamaneurol.2022.1634] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Importance Repetitive head impact (RHI) exposure is the chief risk factor for chronic traumatic encephalopathy (CTE). However, the occurrence and severity of CTE varies widely among those with similar RHI exposure. Limited evidence suggests that the APOEε4 allele may confer risk for CTE, but previous studies were small with limited scope. Objective To test the association between APOE genotype and CTE neuropathology and related endophenotypes. Design, Setting, and Participants This cross-sectional genetic association study analyzed brain donors from February 2008 to August 2019 from the Veterans Affairs-Boston University-Concussion Legacy Foundation Brain Bank. All donors had exposure to RHI from contact sports or military service. All eligible donors were included. Analysis took place between June 2020 and April 2022. Exposures One or more APOEε4 or APOEε2 alleles. Main Outcomes and Measures CTE neuropathological status, CTE stage (0-IV), semiquantitative phosphorylated tau (p-tau) burden in 11 brain regions (0-3), quantitative p-tau burden in the dorsolateral frontal lobe (log-transformed AT8+ pixel count per mm2), and dementia. Results Of 364 consecutive brain donors (100% male; 53 [14.6%] self-identified as Black and 311 [85.4%] as White; median [IQR] age, 65 [47-77] years) 20 years or older, there were 294 individuals with CTE and 70 controls. Among donors older than 65 years, APOEε4 status was significantly associated with CTE stage (odds ratio [OR], 2.34 [95% CI, 1.30-4.20]; false discovery rate [FDR]-corrected P = .01) and quantitative p-tau burden in the dorsolateral frontal lobe (β, 1.39 [95% CI, 0.83-1.94]; FDR-corrected P = 2.37 × 10-5). There was a nonsignificant association between APOEε4 status and dementia (OR, 2.64 [95% CI, 1.06-6.61]; FDR-corrected P = .08). Across 11 brain regions, significant associations were observed for semiquantitative p-tau burden in the frontal and parietal cortices, amygdala, and entorhinal cortex (OR range, 2.45-3.26). Among football players, the APOEε4 association size for CTE stage was similar to playing more than 7 years of football. Associations were significantly larger in the older half of the sample. There was no significant association for CTE status. Association sizes were similar when donors with an Alzheimer disease neuropathological diagnosis were excluded and were reduced but remained significant after adjusting for neuritic and diffuse amyloid plaques. No associations were observed for APOEε2 status. Models were adjusted for age at death and race. Conclusions and Relevance APOEε4 may confer increased risk for CTE-related neuropathological and clinical outcomes among older individuals with RHI exposure. Further work is required to validate these findings in an independent sample.
Collapse
Affiliation(s)
- Kathryn Atherton
- Boston University Bioinformatics Graduate Program, Boston, Massachusetts
| | - Xudong Han
- Boston University Bioinformatics Graduate Program, Boston, Massachusetts.,Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | - Jaeyoon Chung
- Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, Massachusetts
| | - Jonathan D Cherry
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Zachary Baucom
- Boston University Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Nicole Saltiel
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Evan Nair
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | - Bobak Abdolmohammadi
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | - Madeline Uretsky
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | | | - Conor Shea
- Boston University Bioinformatics Graduate Program, Boston, Massachusetts
| | - Shruti Durape
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | - Brett M Martin
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Biostatistics & Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph N Palmisano
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Biostatistics & Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Kurt Farrell
- Department of Pathology, Fishberg Department of Neuroscience, Friedman Brain Institute, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Christopher J Nowinski
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Concussion Legacy Foundation, Boston, Massachusetts
| | - Victor E Alvarez
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Brigid Dwyer
- Braintree Rehabilitation Hospital, Braintree, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Daniel H Daneshvar
- Department of Rehabilitation Medicine, Harvard Medical School, Boston, Massachusetts
| | - Douglas I Katz
- Braintree Rehabilitation Hospital, Braintree, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Lee E Goldstein
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Robert C Cantu
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts
| | - Neil W Kowall
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Michael L Alosco
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Bertrand R Huber
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Boston University Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - John F Crary
- Department of Pathology, Fishberg Department of Neuroscience, Friedman Brain Institute, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Lindsay Farrer
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, Massachusetts.,Boston University Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Robert A Stern
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Thor D Stein
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Ann C McKee
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,VA Boston Healthcare System, Boston, Massachusetts.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Jesse Mez
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| |
Collapse
|
32
|
Phelps A, Alosco ML, Baucom Z, Hartlage K, Palmisano JN, Weuve J, Mez J, Tripodis Y, Stern RA. Association of Playing College American Football With Long-term Health Outcomes and Mortality. JAMA Netw Open 2022; 5:e228775. [PMID: 35442450 PMCID: PMC9021915 DOI: 10.1001/jamanetworkopen.2022.8775] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
IMPORTANCE Exposure to repetitive head impacts from playing American football (including impacts resulting in symptomatic concussions and subconcussive trauma) is associated with increased risk for later-life health problems, including cognitive and neuropsychiatric decline and neurodegenerative disease. Most research on long-term health consequences of playing football has focused on former professional athletes, with limited studies of former college players. OBJECTIVES To estimate the prevalence of self-reported health conditions among former college football players compared with a sample of men in the general population as well as standardized mortality ratios (SMRs) among former college football players. DESIGN, SETTING, AND PARTICIPANTS This cohort study included data from 447 former University of Notre Dame (ND) football players aged 59 to 75 years who were seniors on the rosters from 1964 to 1980. A health outcomes survey was distributed to living players and next of kin of deceased players for whom contact information was available. The survey was completed from December 2018 to May 2019. EXPOSURE Participation in football at ND. MAIN OUTCOMES AND MEASURES Prevalence of health outcomes was compared between living former players who completed the survey and propensity score-matched participants in the Health and Retirement Study (HRS). Standardized mortality ratios of all causes and specific causes of death among all former players were compared with those among men in the general US population. RESULTS A total of 216 living players completed the health survey (median age, 67 years; IQR, 63-70 years) and were compared with 638 participants in the HRS (median age, 66 years; IQR, 63-70 years). Former players reported a higher prevalence of cognitive impairment (10 [5%] vs 8 [1%]; P = .02), headaches (22 [10%] vs 22 [4%]; P = .001), cardiovascular disease (70 [33%] vs 128 [20%]; P = .001), hypercholesterolemia (111 [52%] vs 182 [29%]; P = .001), and alcohol use (185 [86%] vs 489 [77%]; P = .02) and a lower prevalence of diabetes (24 [11%] vs 146 [23%]; P = .001). All-cause mortality (SMR, 0.54; 95% CI, 0.42-0.67) and mortality from heart (SMR, 0.64; 95% CI, 0.39-0.99), circulatory (SMR, 0.23; 95% CI, 0.03-0.83), respiratory (SMR, 0.13; 95% CI, 0.00-0.70), and digestive system (SMR, 0.13; 95% CI, 0.00-0.74) disorders; lung cancer (SMR, 0.26; 95% CI, 0.05-0.77); and violence (SMR, 0.10; 95% CI, 0.00-0.58) were significantly lower in the ND cohort than in the general population. Mortality from brain and other nervous system cancers was significantly higher in the ND cohort (SMR, 3.82; 95% CI, 1.04-9.77). Whereas point estimates were greater for all neurodegenerative causes (SMR, 1.42; 95% CI, 0.29-4.18), amyotrophic lateral sclerosis (SMR, 2.93; 95% CI, 0.36-10.59), and Parkinson disease (SMR, 2.07; 95% CI, 0.05-11.55), the difference did not reach statistical significance. CONCLUSIONS AND RELEVANCE In this cohort study of former college football players, both positive and negative health outcomes were observed. With more than 800 000 former college players living in the US, additional research appears to be needed to provide stakeholders with guidance to maximize factors that improve health outcomes and minimize factors that may increase risk for later-life morbidity and mortality.
Collapse
Affiliation(s)
- Alyssa Phelps
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Zachary Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Kaitlin Hartlage
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph N. Palmisano
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
| |
Collapse
|
33
|
Turk KW, Geada A, Alvarez VE, Xia W, Cherry JD, Nicks R, Meng G, Daley S, Tripodis Y, Huber BR, Budson AE, Dwyer B, Kowall NW, Cantu RC, Goldstein LE, Katz DI, Stern RA, Alosco ML, Mez J, McKee AC, Stein TD. A comparison between tau and amyloid-β cerebrospinal fluid biomarkers in chronic traumatic encephalopathy and Alzheimer disease. Alzheimers Res Ther 2022; 14:28. [PMID: 35139894 PMCID: PMC8830027 DOI: 10.1186/s13195-022-00976-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 02/02/2022] [Indexed: 01/14/2023]
Abstract
BACKGROUND Cerebrospinal fluid (CSF) tau and beta-amyloid levels in chronic traumatic encephalopathy (CTE), a disease which can be clinically indistinguishable from Alzheimer's disease (AD), are largely unknown. We examined postmortem CSF analytes among participants with autopsy confirmed CTE and AD. METHODS In this cross-sectional study 192 participants from the Boston University AD Research Center, VA-BU-CLF Center, and Framingham Heart Study (FHS) had post-mortem CSF collected at autopsy. Participants were divided into pathological groups based on AD and CTE criteria, with 61 CTE participants (18 low, 43 high stage), 79 AD participants (23 low, 56 intermediate to high), 11 participants with CTE combined with AD, and 41 participants lacking both CTE and AD neuropathology. The Meso Scale Discovery immunoassay system was utilized to measure amyloid-beta (Aβ1-40, Aβ1-42), total tau (t-tau), and phosphorylated tau (p-tau181 and p-tau231). CSF analytes were then compared across the pathological groups: no CTE/no AD (control), Low CTE, Low AD, High CTE, Intermediate/High AD, and AD+CTE. RESULTS Among the Low disease state groups, the Low CTE group had significantly higher levels of p-tau231 versus the control group and compared to the Low AD group. The Low CTE group was also found to have significantly lower levels of Aβ1-42 compared to the control group. The high CTE group had higher levels of p-tau231 and lower levels of Aβ1-42 compared to Intermediate/High AD group. CONCLUSIONS Importantly, p-tau231 and Aβ1-42 were predictors of diagnosis of CTE vs. control and CTE vs. AD. Increased CSF p-tau231 is a promising potentially sensitive biomarker of CTE, and CSF Aβ1-42 needs further investigation in CTE.
Collapse
Affiliation(s)
- Katherine W Turk
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Alexandra Geada
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
| | - Weiming Xia
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
| | - Jonathan D Cherry
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Raymond Nicks
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
| | - Gaoyuan Meng
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
| | - Sarah Daley
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, 20118, USA
| | - Bertrand R Huber
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Andrew E Budson
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Brigid Dwyer
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
- Braintree Rehabilitation Hospital, Braintree, MA, 02118, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, 20119, USA
- Concussion Legacy Foundation, Boston, MA, 02115, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurosurgery, Emerson Hospital, Concord, MA, 01742, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- Departments of Psychiatry, Ophthalmology, Boston University School of Medicine, Boston, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Douglas I Katz
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
- Braintree Rehabilitation Hospital, Braintree, MA, 02118, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, 20119, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, 20118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research and CTE Center, Boston University School of Medicine, Boston, MA, 02118, USA.
- VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA, 02130, USA.
- VA Bedford Healthcare System, Bedford, MA, 01730, USA.
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, 02118, USA.
| |
Collapse
|
34
|
Uretsky M, Bouix S, Killiany RJ, Tripodis Y, Martin B, Palmisano J, Mian AZ, Buch K, Farris C, Daneshvar DH, Dwyer B, Goldstein L, Katz D, Nowinski C, Cantu R, Kowall N, Huber BR, Stern RA, Alvarez VE, Stein TD, McKee A, Mez J, Alosco ML. Association Between Antemortem FLAIR White Matter Hyperintensities and Neuropathology in Brain Donors Exposed to Repetitive Head Impacts. Neurology 2022; 98:e27-e39. [PMID: 34819338 PMCID: PMC8726571 DOI: 10.1212/wnl.0000000000013012] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [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: 02/04/2021] [Accepted: 09/29/2021] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Late neuropathologies of repetitive head impacts from contact sports can include chronic traumatic encephalopathy (CTE) and white matter degeneration. White matter hyperintensities (WMH) on fluid-attenuated inversion recovery (FLAIR) MRI scans are often viewed as microvascular disease from vascular risk, but might have unique underlying pathologies and risk factors in the setting of repetitive head impacts. We investigated the neuropathologic correlates of antemortem WMH in brain donors exposed to repetitive head impacts. The association between WMH and repetitive head impact exposure and informant-reported cognitive and daily function were tested. METHODS This imaging-pathologic correlation study included symptomatic male decedents exposed to repetitive head impacts. Donors had antemortem FLAIR scans from medical records and were without evidence of CNS neoplasm, large vessel infarcts, hemorrhage, or encephalomalacia. WMH were quantified using log-transformed values for total lesion volume (TLV), calculated using the lesion prediction algorithm from the Lesion Segmentation Toolbox. Neuropathologic assessments included semiquantitative ratings of white matter rarefaction, cerebrovascular disease, hyperphosphorylated tau (p-tau) severity (CTE stage, dorsolateral frontal cortex), and β-amyloid (Aβ). Among football players, years of play was a proxy for repetitive head impact exposure. Retrospective informant-reported cognitive and daily function were assessed using the Cognitive Difficulties Scale (CDS) and Functional Activities Questionnaire (FAQ). Regression models controlled for demographics, diabetes, hypertension, and MRI resolution. Statistical significance was defined as p ≤ 0.05. RESULTS The sample included 75 donors: 67 football players and 8 nonfootball contact sport athletes or military veterans. Dementia was the most common MRI indication (64%). Fifty-three (70.7%) had CTE at autopsy. Log TLV was associated with white matter rarefaction (odds ratio [OR] 2.32, 95% confidence interval [CI] 1.03, 5.24; p = 0.04), arteriolosclerosis (OR 2.38, 95% CI 1.02, 5.52; p = 0.04), CTE stage (OR 2.58, 95% CI 1.17, 5.71; p = 0.02), and dorsolateral frontal p-tau severity (OR 3.03, 95% CI 1.32, 6.97; p = 0.01). There was no association with Aβ. More years of football play was associated with log TLV (unstandardized β 0.04, 95% CI 0.01, 0.06; p = 0.01). Greater log TLV correlated with higher FAQ (unstandardized β 4.94, 95% CI 0.42, 8.57; p = 0.03) and CDS scores (unstandardized β 15.35, 95% CI -0.27, 30.97; p = 0.05). DISCUSSION WMH might capture long-term white matter pathologies from repetitive head impacts, including those from white matter rarefaction and p-tau, in addition to microvascular disease. Prospective imaging-pathologic correlation studies are needed. CLASSIFICATION OF EVIDENCE This study provides Class IV evidence of associations between FLAIR white matter hyperintensities and neuropathologic changes (white matter rarefaction, arteriolosclerosis, p-tau accumulation), years of American football play, and reported cognitive symptoms in symptomatic brain donors exposed to repetitive head impacts.
Collapse
Affiliation(s)
- Madeline Uretsky
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Sylvain Bouix
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Ronald J Killiany
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Yorghos Tripodis
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Brett Martin
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Joseph Palmisano
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Asim Z Mian
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Karen Buch
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Chad Farris
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Daniel H Daneshvar
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Brigid Dwyer
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Lee Goldstein
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Douglas Katz
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Christopher Nowinski
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Robert Cantu
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Neil Kowall
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Bertrand Russell Huber
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Robert A Stern
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Victor E Alvarez
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Thor D Stein
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Ann McKee
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Jesse Mez
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA
| | - Michael L Alosco
- From the Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology (M.U., R.J.K., Y.T., D.H.D., B.D., L.G., D.K., C.N., R.C., N.K., B.R.H., R.A.S., V.E.A., T.D.S., A.M., J.M., M.L.A.), Department of Anatomy and Neurobiology (R.J.K., R.A.S.), Center for Biomedical Imaging (R.J.K.), Department of Radiology (A.Z.M., C.F.), Framingham Heart Study (C.F., T.D.S., A.M., J.M.), Department of Pathology and Laboratory Medicine (L.G., N.K., T.D.S., A.M.), Department of Psychiatry (L.G.), Department of Ophthalmology (L.G.), and Department of Neurosurgery (R.C., R.A.S.), Boston University School of Medicine; Department of Psychiatry, Psychiatry Neuroimaging Laboratory (S.B.), Brigham and Women's Hospital, Harvard Medical School; Department of Biostatistics (Y.T.) and Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Departments of Radiology (K.B.) and Physical Medicine & Rehabilitation (D.H.D.), Massachusetts General Hospital, Boston; Braintree Rehabilitation Hospital (B.D., D.K.); Department of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering; Concussion Legacy Foundation (C.N., R.C.), Boston; Department of Neurosurgery (R.C.), Emerson Hospital, Concord; VA Boston Healthcare System (B.R.H., V.E.A., T.D.S., A.M.), US Department of Veterans Affairs, Jamaica Plain; National Center for PTSD (B.R.H., V.E.A.), VA Boston Healthcare, Jamaica Plain; and Department of Veterans Affairs Medical Center (V.E.A., T.D.S., A.M.), Bedford, MA.
| |
Collapse
|
35
|
Foley ÉM, Tripodis Y, Yhang E, Koerte IK, Martin BM, Palmisano J, Makris N, Schultz V, Lepage C, Muehlmann M, Wróbel PP, Guenette JP, Cantu RC, Lin AP, Coleman M, Mez J, Bouix S, Shenton ME, Stern RA, Alosco ML. Quantifying and Examining Reserve in Symptomatic Former National Football League Players. J Alzheimers Dis 2022; 85:675-689. [PMID: 34864657 PMCID: PMC8926024 DOI: 10.3233/jad-210379] [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: 01/03/2023]
Abstract
BACKGROUND Repetitive head impacts (RHI) from contact sports have been associated with cognitive and neuropsychiatric disorders. However, not all individuals exposed to RHI develop such disorders. This may be explained by the reserve hypothesis. It remains unclear if the reserve hypothesis accounts for the heterogenous symptom presentation in RHI-exposed individuals. Moreover, optimal measurement of reserve in this population is unclear and likely unique from non-athlete populations. OBJECTIVE We examined the association between metrics of reserve and cognitive and neuropsychiatric functioning in 89 symptomatic former National Football League players. METHODS Individual-level proxies (e.g., education) defined reserve. We additionally quantified reserve as remaining residual variance in 1) episodic memory and 2) executive functioning performance, after accounting for demographics and brain pathology. Associations between reserve metrics and cognitive and neuropsychiatric functioning were examined. RESULTS Higher reading ability was associated with better attention/information processing (β=0.25; 95% CI, 0.05-0.46), episodic memory (β=0.27; 95% CI, 0.06-0.48), semantic and phonemic fluency (β=0.24; 95% CI, 0.02-0.46; β=0.38; 95% CI, 0.17-0.59), and behavioral regulation (β=-0.26; 95% CI, -0.48, -0.03) performance. There were no effects for other individual-level proxies. Residual episodic memory variance was associated with better attention/information processing (β=0.45; 95% CI, 0.25, 0.65), executive functioning (β=0.36; 95% CI, 0.15, 0.57), and semantic fluency (β=0.38; 95% CI, 0.17, 0.59) performance. Residual executive functioning variance was associated with better attention/information processing (β=0.44; 95% CI, 0.24, 0.64) and episodic memory (β=0.37; 95% CI, 0.16, 0.58) performance. CONCLUSION Traditional reserve proxies (e.g., years of education, occupational attainment) have limitations and may be unsuitable for use in elite athlete samples. Alternative approaches of reserve quantification may prove more suitable for this population.
Collapse
Affiliation(s)
- Éimear M. Foley
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands,Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center and 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
| | - Eukyung Yhang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Inga K. Koerte
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic, and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
| | - Brett M. Martin
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Joseph Palmisano
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, MA, USA
| | - Nikos Makris
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,Department of Psychiatry, Center for Morphometric Analysis, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Vivian Schultz
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic, and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany,Department of Diagnostic and Interventional Neuroradiology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Chris Lepage
- QEII Health Sciences Centre, Nova Scotia, Canada
| | - Marc Muehlmann
- Department of Radiology, Ludwig-Maximilian-University, Munich, Germany
| | - Paweł P. Wróbel
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic, and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany,Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jeffrey P. Guenette
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert C. Cantu
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Concussion Legacy Foundation, Boston, MA, USA,Department of Neurosurgery, Boston University School of Medicine, Boston, MA, USA,Department of Neurosurgery, Emerson Hospital, Concord, MA, USA
| | - Alexander P. Lin
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael Coleman
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Framingham Heart Study, Boston University School of Medicine, Boston, MA, USA
| | - Sylvain Bouix
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Martha E. Shenton
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA,Department of Neurosurgery, Boston University School of Medicine, Boston, MA, USA
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, Boston, MA, USA,Correspondence to: Michael L. Alosco, PhD, Boston University Alzheimer’s Disease Research Center and Boston University CTE Center, Department of Neurology, Boston University School of Medicine, 72 E. Concord Street, Suite B7800, Boston, MA 02118, USA. Tel.: +1 617 358 6029;
| |
Collapse
|
36
|
Alosco ML, Mian AZ, Buch K, Farris CW, Uretsky M, Tripodis Y, Baucom Z, Martin B, Palmisano J, Puzo C, Ang TFA, Joshi P, Goldstein LE, Au R, Katz DI, Dwyer B, Daneshvar DH, Nowinski C, Cantu RC, Kowall NW, Huber BR, Alvarez VE, Stern RA, Stein TD, Killiany RJ, McKee AC, Mez J. Structural MRI profiles and tau correlates of atrophy in autopsy-confirmed CTE. Alzheimers Res Ther 2021; 13:193. [PMID: 34876229 PMCID: PMC8653514 DOI: 10.1186/s13195-021-00928-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 10/31/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Chronic traumatic encephalopathy (CTE), a neurodegenerative tauopathy, cannot currently be diagnosed during life. Atrophy patterns on magnetic resonance imaging could be an effective in vivo biomarker of CTE, but have not been characterized. Mechanisms of neurodegeneration in CTE are unknown. Here, we characterized macrostructural magnetic resonance imaging features of brain donors with autopsy-confirmed CTE. The association between hyperphosphorylated tau (p-tau) and atrophy on magnetic resonance imaging was examined. METHODS Magnetic resonance imaging scans were obtained by medical record requests for 55 deceased symptomatic men with autopsy-confirmed CTE and 31 men (n = 11 deceased) with normal cognition at the time of the scan, all >60 years Three neuroradiologists visually rated regional atrophy and microvascular disease (0 [none]-4 [severe]), microbleeds, and cavum septum pellucidum presence. Neuropathologists rated tau severity and atrophy at autopsy using semi-quantitative scales. RESULTS Compared to unimpaired males, donors with CTE (45/55=stage III/IV) had greater atrophy of the orbital-frontal (mean diff.=1.29), dorsolateral frontal (mean diff.=1.31), superior frontal (mean diff.=1.05), anterior temporal (mean diff.=1.57), and medial temporal lobes (mean diff.=1.60), and larger lateral (mean diff.=1.72) and third (mean diff.=0.80) ventricles, controlling for age at scan (ps<0.05). There were no effects for posterior atrophy or microvascular disease. Donors with CTE had increased odds of a cavum septum pellucidum (OR = 6.7, p < 0.05). Among donors with CTE, greater tau severity across 14 regions corresponded to greater atrophy on magnetic resonance imaging (beta = 0.68, p < 0.01). CONCLUSIONS These findings support frontal-temporal atrophy as a magnetic resonance imaging finding of CTE and show p-tau accumulation is associated with atrophy in CTE.
Collapse
Affiliation(s)
- Michael L Alosco
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | - Asim Z Mian
- Department of Radiology, Boston University School of Medicine, Boston, USA
| | - Karen Buch
- Department of Radiology, Massachusetts General Hospital, Boston, USA
| | - Chad W Farris
- Department of Radiology, Boston University School of Medicine, Boston, USA
- Department of Radiology, Massachusetts General Hospital, Boston, USA
| | - Madeline Uretsky
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, USA
| | - Zachary Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, USA
| | - Brett Martin
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, USA
| | - Joseph Palmisano
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, USA
| | - Christian Puzo
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | - Ting Fang Alvin Ang
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | - Prajakta Joshi
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Radiology, Boston University School of Medicine, Boston, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, USA
- Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, USA
| | - Rhoda Au
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, USA
| | - Douglas I Katz
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Brigid Dwyer
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Braintree Rehabilitation Hospital, Braintree, MA, USA
| | - Daniel H Daneshvar
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
| | | | - Robert C Cantu
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Concussion Legacy Foundation, Boston, MA, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, USA
- Department of Neurosurgery, Emerson Hospital, Concord, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, USA
- US Department of Veteran Affairs, VA Boston Healthcare System, Boston, USA
| | - Bertrand Russell Huber
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- US Department of Veteran Affairs, VA Boston Healthcare System, Boston, USA
- National Center for PTSD, VA Boston Healthcare, Boston, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- US Department of Veteran Affairs, VA Boston Healthcare System, Boston, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, USA
- Department of Neurosurgery, Boston University School of Medicine, Boston, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, USA
- US Department of Veteran Affairs, VA Boston Healthcare System, Boston, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Ronald J Killiany
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, USA
- Center for Biomedical Imaging, Boston University School of Medicine, Boston, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, USA
- US Department of Veteran Affairs, VA Boston Healthcare System, Boston, USA
- Department of Veterans Affairs Medical Center, Bedford, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Neurology, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA.
- Framingham Heart Study, Boston University School of Medicine, 72 E Concord Street, Suite B7800, Boston, MA, 02118, USA.
| |
Collapse
|
37
|
Frank B, Ally M, Brekke B, Zetterberg H, Blennow K, Sugarman MA, Ashton NJ, Karikari TK, Tripodis Y, Martin B, Palmisano JN, Steinberg EG, Simkina I, Turk KW, Budson AE, O'Connor MK, Au R, Goldstein LE, Jun GR, Kowall NW, Stein TD, McKee AC, Killiany R, Qiu WQ, Stern RA, Mez J, Alosco ML. Plasma p-tau 181 shows stronger network association to Alzheimer's disease dementia than neurofilament light and total tau. Alzheimers Dement 2021; 18:1523-1536. [PMID: 34854549 DOI: 10.1002/alz.12508] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [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: 03/23/2021] [Revised: 07/07/2021] [Accepted: 09/22/2021] [Indexed: 01/29/2023]
Abstract
INTRODUCTION We examined the ability of plasma hyperphosphorylated tau (p-tau)181 to detect cognitive impairment due to Alzheimer's disease (AD) independently and in combination with plasma total tau (t-tau) and neurofilament light (NfL). METHODS Plasma samples were analyzed using the Simoa platform for 235 participants with normal cognition (NC), 181 with mild cognitive impairment due to AD (MCI), and 153 with AD dementia. Statistical approaches included multinomial regression and Gaussian graphical models (GGMs) to assess a network of plasma biomarkers, neuropsychological tests, and demographic variables. RESULTS Plasma p-tau181 discriminated AD dementia from NC, but not MCI, and correlated with dementia severity and worse neuropsychological test performance. Plasma NfL similarly discriminated diagnostic groups. Unlike plasma NfL or t-tau, p-tau181 had a direct association with cognitive diagnosis in a bootstrapped GGM. DISCUSSION These results support plasma p-tau181 for the detection of AD dementia and the use of blood-based biomarkers for optimal disease detection.
Collapse
Affiliation(s)
- Brandon Frank
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Bedford Healthcare System, Bedford, Massachusetts, USA
| | - Madeline Ally
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Bailee Brekke
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Michael A Sugarman
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Bedford Healthcare System, Bedford, Massachusetts, USA
| | - Nicholas J Ashton
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Thomas K Karikari
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Brett Martin
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Joseph N Palmisano
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Eric G Steinberg
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Irene Simkina
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Katherine W Turk
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Boston Healthcare System, Jamaica Plain, Massachusetts, USA
| | - Andrew E Budson
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Boston Healthcare System, Jamaica Plain, Massachusetts, USA
| | - Maureen K O'Connor
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Bedford Healthcare System, Bedford, Massachusetts, USA
| | - Rhoda Au
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts, USA.,Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA.,Departments of Psychiatry and Ophthalmology, Boston University School of Medicine, Boston, Massachusetts, USA.,Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, Massachusetts, USA
| | - Gyungah R Jun
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Boston Healthcare System, Jamaica Plain, Massachusetts, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Bedford Healthcare System, Bedford, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Boston Healthcare System, Jamaica Plain, Massachusetts, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Bedford Healthcare System, Bedford, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA.,U.S. Department of Veteran Affairs, VA Boston Healthcare System, Jamaica Plain, Massachusetts, USA
| | - Ronald Killiany
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts, USA.,Center for Biomedical Imaging, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Wei Qiao Qiu
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Pharmacology & Experimental Therapeutics, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| |
Collapse
|
38
|
Brekke B, DeVivo R, McKee AC, Stein TD, Tripodis Y, Phelps A, Weller J, Martin BM, Palmisano J, Steinberg E, Turk KW, Budson A, O'Connor MK, Au R, Qiu W, Goldstein LE, Kowall NW, Stern RA, Killiany RJ, Mez J, Alosco ML. Long‐term effects of repetitive head impacts on gray matter cortical thickness. Alzheimers Dement 2021. [DOI: 10.1002/alz.052875] [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: 11/11/2022]
Affiliation(s)
- Bailee Brekke
- Boston University Alzheimer's Disease Center Boston MA USA
| | - Renee DeVivo
- Boston University School of Medicine Boston MA USA
| | - Ann C. McKee
- Boston University School of Medicine Boston MA USA
| | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Alyssa Phelps
- Boston University Alzheimer's Disease Center Boston MA USA
| | | | | | | | - Eric Steinberg
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Rhoda Au
- Boston University Schools of Medicine & Public Health Boston MA USA
| | - Wendy Qiu
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | - Neil W Kowall
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Robert A Stern
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Michael L Alosco
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| |
Collapse
|
39
|
Turk KW, Geada AW, Alvarez VE, Xia W, Cherry JD, Huber BR, Mez J, Alosco ML, Meng G, Nicks RW, Tripodis Y, Budson A, Dwyer B, Kowall NW, Cantu R, Goldstein LE, Katz DI, Stern RA, McKee AC, Stein TD. A comparison between tau and amyloid‐b cerebrospinal fluid biomarkers in chronic traumatic encephalopathy and Alzheimer disease. Alzheimers Dement 2021. [DOI: 10.1002/alz.051392] [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: 11/11/2022]
Affiliation(s)
- Katherine W. Turk
- VA Boston Healthcare System Jamaica Plain MA USA
- Boston University School of Medicine Boston MA USA
| | | | - Victor E. Alvarez
- Boston University School of Medicine Boston MA USA
- Department of Veterans Affairs Bedford MA USA
| | | | | | | | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | - Gaoyuan Meng
- VA Boston Healthcare System Jamaica Plain MA USA
| | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Andrew Budson
- VA Boston Healthcare System Jamaica Plain MA USA
- Boston University School of Medicine Boston MA USA
| | - Brigid Dwyer
- Boston University School of Medicine Boston MA USA
| | - Neil W. Kowall
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Boston VA Medical Center Boston MA USA
| | - Robert Cantu
- Boston University School of Medicine Boston MA USA
| | | | | | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Ann C. McKee
- Boston University School of Medicine Boston MA USA
- VA Boston Healthcare System Boston MA USA
| | - Thor D. Stein
- VA Boston Healthcare System Jamaica Plain MA USA
- Boston University School of Medicine Boston MA USA
| |
Collapse
|
40
|
Frank BE, Ally M, Brekke B, Zetterberg H, Blennow K, Sugarman M, Ashton NJ, Karikari TK, Tripodis Y, McKee AC, Stein TD, Martin BM, Palmisano J, Steinberg E, Simkin I, Turk KW, Budson A, O'Connor MK, Au R, Qiu W, Goldstein LE, Killiany RJ, Kowall NW, Mez J, Stern RA, Alosco ML. Plasma P‐tau
181
and NfL are central nodes in a network of diagnostic, biomarker, and demographic data. Alzheimers Dement 2021. [DOI: 10.1002/alz.052669] [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: 11/07/2022]
Affiliation(s)
- Brandon E. Frank
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Madeline Ally
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Bailee Brekke
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | - Michael Sugarman
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Nicholas J. Ashton
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital Mölndal Sweden
| | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Ann C. McKee
- Boston University School of Medicine Boston MA USA
| | | | | | | | - Eric Steinberg
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Irene Simkin
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Rhoda Au
- The Framingham Heart Study, Boston University School of Medicine; Boston University School of Public Health Boston MA USA
- Boston University Alzheimer’s Disease Center, Boston University Boston MA USA
| | - Wendy Qiu
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | - Neil W. Kowall
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | |
Collapse
|
41
|
Culhane JE, Barr W, Wethe J, Banks SJ, Miller JB, Adler C, Balcer L, Bernick CB, Palmisano J, Tripodis Y, Cummings JL, Reiman EM, Shenton ME, Stern RA, Alosco ML. Neuropsychological test performance in former college and professional American football players. Alzheimers Dement 2021. [DOI: 10.1002/alz.054455] [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: 11/09/2022]
Affiliation(s)
- Julia E Culhane
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Justin B Miller
- Cleveland Clinic Lou Ruvo Center for Brain Health Las Vegas NV USA
| | | | | | | | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Robert A Stern
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | - Michael L Alosco
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| |
Collapse
|
42
|
Kochsiek J, O’Donnell LJ, Zhang F, Bonke EM, Sollmann N, Tripodis Y, Wiegand TLT, Kaufmann D, Umminger L, Di Biase MA, Kaufmann E, Schultz V, Alosco ML, Martin BM, Lin AP, Coleman MJ, Rathi Y, Pasternak O, Bouix S, Stern RA, Shenton ME, Koerte IK. Exposure to Repetitive Head Impacts Is Associated With Corpus Callosum Microstructure and Plasma Total Tau in Former Professional American Football Players. J Magn Reson Imaging 2021; 54:1819-1829. [PMID: 34137112 PMCID: PMC8633029 DOI: 10.1002/jmri.27774] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 02/08/2021] [Revised: 05/29/2021] [Accepted: 06/01/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Exposure to repetitive head impacts (RHI) is associated with an increased risk of later-life neurobehavioral dysregulation and neurodegenerative disease. The underlying pathomechanisms are largely unknown. PURPOSE To investigate whether RHI exposure is associated with later-life corpus callosum (CC) microstructure and whether CC microstructure is associated with plasma total tau and neuropsychological/neuropsychiatric functioning. STUDY TYPE Retrospective cohort study. POPULATION Seventy-five former professional American football players (age 55.2 ± 8.0 years) with cognitive, behavioral, and mood symptoms. FIELD STRENGTH/SEQUENCE Diffusion-weighted echo-planar MRI at 3 T. ASSESSMENT Subjects underwent diffusion MRI, venous puncture, neuropsychological testing, and completed self-report measures of neurobehavioral dysregulation. RHI exposure was assessed using the Cumulative Head Impact Index (CHII). Diffusion MRI measures of CC microstructure (i.e., free-water corrected fractional anisotropy (FA), trace, radial diffusivity (RD), and axial diffusivity (AD)) were extracted from seven segments of the CC (CC1-7), using a tractography clustering algorithm. Neuropsychological tests were selected: Trail Making Test Part A (TMT-A) and Part B (TMT-B), Controlled Oral Word Association Test (COWAT), Stroop Interference Test, and the Behavioral Regulation Index (BRI) from the Behavior Rating Inventory of Executive Function, Adult version (BRIEF-A). STATISTICAL TESTS Diffusion MRI metrics were tested for associations with RHI exposure, plasma total tau, neuropsychological performance, and neurobehavioral dysregulation using generalized linear models for repeated measures. RESULTS RHI exposure was associated with increased AD of CC1 (correlation coefficient (r) = 0.32, P < 0.05) and with increased plasma total tau (r = 0.34, P < 0.05). AD of the anterior CC1 was associated with increased plasma total tau (CC1: r = 0.30, P < 0.05; CC2: r = 0.29, P < 0.05). Higher trace, AD, and RD of CC1 were associated with better performance (P < 0.05) in TMT-A (trace, r = 0.33; AD, r = 0.31; and RD, r = 0.28) and TMT-B (trace, r = 0.31; RD, r = 0.34). Higher FA and AD of CC2 were associated with better performance (P < 0.05) in TMT-A (FA, r = 0.36; AD, r = 0.28), TMT-B (FA, r = 0.36; AD, r = 0.27), COWAT (FA, r = 0.36; AD, r = 0.32), and BRI (AD, r = 0.29). DATA CONCLUSION These results suggest an association among RHI exposure, CC microstructure, plasma total tau, and clinical functioning in former professional American football players. LEVEL OF EVIDENCE 3 Technical Efficacy Stage: 1.
Collapse
Affiliation(s)
- Janna Kochsiek
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - Lauren J. O’Donnell
- Laboratory of Mathematics in Imaging, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Fan Zhang
- Laboratory of Mathematics in Imaging, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Elena M. Bonke
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität, Munich, Germany
| | - Nico Sollmann
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, MA, USA
| | - Tim L. T. Wiegand
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - David Kaufmann
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Radiology, Charité Universitätsmedizin, Berlin, Germany
- Department of Radiology, University Hospital Augsburg, University of Augsburg, Germany
| | - Lisa Umminger
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - Maria A. Di Biase
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Elisabeth Kaufmann
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Neurology, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - Vivian Schultz
- 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Michael L. Alosco
- Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, MA, USA
- Department of Neurology, Boszon University School of Medicine, Boston, MA, USA
| | - Brett M. Martin
- Data Coordinating Center, Boston University School of Public Health, Boston, MA, USA
| | - Alexander P. Lin
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael J. Coleman
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Yogesh Rathi
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Ofer Pasternak
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- 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, Harvard Medical School, Boston, MA, USA
| | - Robert A. Stern
- Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, MA, USA
- Department of Neurology, Boszon University School of Medicine, Boston, MA, USA
- Departments of Neurosugery and Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, USA
| | - Martha E. Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, 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, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
43
|
Alosco ML, Adler C, Dodick DW, Balcer L, Bernick CB, Palmisano J, Tripodis Y, Cummings JL, Reiman EM, Shenton ME, Stern RA, Banks SJ. Sleep disruption and disorders in former college and professional American football players. Alzheimers Dement 2021. [DOI: 10.1002/alz.056137] [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: 11/08/2022]
Affiliation(s)
- Michael L. Alosco
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | | | | | | - Charles B. Bernick
- Lou Ruvo Center for Brain Health Cleveland Clinic Las Vegas NV USA
- University of Washington Seattle WA USA
| | | | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center Boston MA USA
- Boston University School of Public Health Boston MA USA
- Boston University Boston MA USA
| | - Jeffrey L. Cummings
- Center for Transformative Neuroscience Department of Brain Health School of Integrated Health Sciences University of Nevada Las Vegas (UNLV) Las Vegas NV USA
| | | | - Martha E. Shenton
- Brigham and Women's Hospital Boston MA USA
- Harvard Medical School Boston MA USA
| | - Robert A. Stern
- Boston University School of Medicine Boston MA USA
- Boston University Alzheimer’s Disease Research Center Boston MA USA
| | | |
Collapse
|
44
|
Daneshvar DH, Mez J, Alosco ML, Baucom ZH, Mahar I, Baugh CM, Valle JP, Weuve J, Paganoni S, Cantu RC, Zafonte RD, Stern RA, Stein TD, Tripodis Y, Nowinski CJ, McKee AC. Incidence of and Mortality From Amyotrophic Lateral Sclerosis in National Football League Athletes. JAMA Netw Open 2021; 4:e2138801. [PMID: 34910152 PMCID: PMC8674746 DOI: 10.1001/jamanetworkopen.2021.38801] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 10/18/2021] [Indexed: 12/27/2022] Open
Abstract
Importance Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease; understanding ALS risk factors is a critical public health issue. Objectives To evaluate the incidence of and mortality from ALS in National Football League (NFL) athletes and to describe characteristics associated with ALS within this cohort. Design, Setting, and Participants This population-based cohort study included all 19 423 NFL athletes who debuted between 1960 and 2019 and played 1 or more professional game. It was conducted between October 3, 2020, and July 19, 2021. Exposure Participation in the NFL, including playing 1 or more professional games. Main Outcomes and Measures Cases of ALS and death information were identified based on public records from NFL statistics aggregators, news reports, obituaries, and National Death Index results. The standardized incidence ratio and the standardized mortality ratio were calculated based on data acquired from surveillance studies of ALS accounting for age, sex, and race. Secondary analyses examined the association of body mass index, NFL career duration, race, birth location, and markers of fame, using a nested case-control design, matching athletes with ALS to athletes without ALS, by NFL debut year. Results A total of 19 423 male former and current NFL players (age range, 23-78 years) were included in this cohort study and were followed up for a cumulative 493 168 years (mean [SD] follow-up, 30.6 [13.7] years). Thirty-eight players received a diagnosis of ALS, and 28 died during the study time frame, representing a significantly higher incidence of ALS diagnosis (standardized incidence ratio, 3.59; 95% CI, 2.58-4.93) and mortality (standardized mortality ratio, 3.94; 95% CI, 2.62-5.69) among NFL players compared with the US male population, adjusting for age and race. Among NFL athletes, nested-case-control analyses found that those who received a diagnosis of ALS had significantly longer careers (mean [SD] duration, 7.0 [3.9] years) than athletes without ALS (mean [SD] duration, 4.5 [3.6] years; odds ratio, 1.2; 95% CI, 1.1-1.3). There were no differences in ALS status based on proxies of NFL fame, body mass index, position played, birth location, or race. Conclusions and Relevance The age-, sex-, and race-adjusted incidence of and mortality from ALS among all NFL players who debuted between 1960 and 2019 were nearly 4 times as high as those of the general population. Athletes with a diagnosis of ALS had longer NFL careers than those without ALS, suggesting an association between NFL duration of play and ALS. The identification of these risk factors for ALS helps to inform the study of pathophysiological mechanisms responsible for this fatal neurodegenerative disease.
Collapse
Affiliation(s)
- Daniel H. Daneshvar
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
| | - Jesse Mez
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Zachary H. Baucom
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Ian Mahar
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Christine M. Baugh
- Center for Bioethics and Humanities, University of Colorado Denver Anschutz Medical Campus, Aurora
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora
| | | | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Sabrina Paganoni
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts
- Sean M Healey & AMG Center for ALS, Department of Neurology, Massachusetts General Hospital, Boston
| | - Robert C. Cantu
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
| | - Ross D. Zafonte
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts
- Department of Physical Medicine and Rehabilitation, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Robert A. Stern
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
| | - Thor D. Stein
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- Veterans Affairs Boston Healthcare System, Department of Veterans Affairs, Boston, Massachusetts
- Department of Veterans Affairs Medical Center, Bedford, Massachusetts
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Christopher J. Nowinski
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts
| | - Ann C. McKee
- Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Framingham Heart Study, Boston University School of Medicine, Boston, Massachusetts
- Veterans Affairs Boston Healthcare System, Department of Veterans Affairs, Boston, Massachusetts
- Department of Veterans Affairs Medical Center, Bedford, Massachusetts
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts
| |
Collapse
|
45
|
Muraoka S, DeLeo AM, Yang Z, Tatebe H, Yukawa-Takamatsu K, Ikezu S, Tokuda T, Issadore D, Stern RA, Ikezu T. Proteomic Profiling of Extracellular Vesicles Separated from Plasma of Former National Football League Players at Risk for Chronic Traumatic Encephalopathy. Aging Dis 2021; 12:1363-1375. [PMID: 34527415 PMCID: PMC8407879 DOI: 10.14336/ad.2020.0908] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 07/05/2020] [Accepted: 09/08/2020] [Indexed: 12/14/2022] Open
Abstract
Chronic Traumatic Encephalopathy (CTE) is a tauopathy that affects individuals with a history of exposure to repetitive head impacts, including National Football League (NFL) players. Extracellular vesicles (EVs) are known to carry tau in Alzheimer's disease and other tauopathies. We examined protein profiles of EVs separated from the plasma of former NFL players at risk for CTE. EVs were separated from the plasma from former NFL players and age-matched controls using size-exclusion chromatography. Label-free quantitative proteomic analysis identified 675 proteins in plasma EVs, and 17 proteins were significantly differentially expressed between former NFL players and controls. Total tau (t-tau) and tau phosphorylated at threonie181 (p-tau181) in plasma-derived EVs were measured by ultrasensitive immunoassay. Level of t-tau and p-tau181 in EVs were significantly different, and the area under the receiver operating characteristic curve (AUC) of t-tau and p-tau181 showed 0.736 and 0.715, respectively. Machine learning analysis indicated that a combination of collagen type VI alpha 3 and 1 chain (COL6A3 and COL6A1) and reelin (RELN) can distinguish former NFL players from controls with 85% accuracy (AUC = 0.85). Based on the plasma EV proteomics, these data provide protein profiling of plasma EVs for CTE, and indicate combination of COL6A3, RELN and COL6A1 in plasma EVs may serve as the potential diagnostic biomarkers for CTE.
Collapse
Affiliation(s)
- Satoshi Muraoka
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
| | - Annina M DeLeo
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
| | - Zijian Yang
- Deprtment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
| | - Harutsugu Tatebe
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, JAPAN.
| | - Kayo Yukawa-Takamatsu
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
| | - Seiko Ikezu
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
| | - Takahiko Tokuda
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, JAPAN.
| | - David Issadore
- Deprtment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
| | - Robert A Stern
- Department of Neurology, Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, MA, USA.
- Departments of Anatomy & Neurobiology and Neurosurgery, Boston University School of Medicine, Boston, MA, USA.
- Center for Systems Neuroscience, Boston University, Boston, MA, USA.
| | - Tsuneya Ikezu
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
- Department of Neurology, Boston University Alzheimer’s Disease and CTE Centers, Boston University School of Medicine, Boston, MA, USA.
- Center for Systems Neuroscience, Boston University, Boston, MA, USA.
| |
Collapse
|
46
|
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.
Collapse
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.
| |
Collapse
|
47
|
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.
Collapse
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
| |
Collapse
|
48
|
Mez J, Alosco ML, Daneshvar DH, Saltiel N, Baucom Z, Abdolmohammadi B, Uretsky M, Nicks R, Martin BM, Palmisano JN, Nowinski CJ, Montenigro P, Solomon TM, Mahar I, Cherry JD, Alvarez VE, Dwyer B, Goldstein LE, Katz DI, Cantu RC, Kowall NW, Tripodis Y, Huber BR, Stein TD, Stern RA, McKee AC. Validity of the 2014 traumatic encephalopathy syndrome criteria for CTE pathology. Alzheimers Dement 2021; 17:1709-1724. [PMID: 33826224 PMCID: PMC8596795 DOI: 10.1002/alz.12338] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [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: 10/12/2020] [Revised: 01/19/2021] [Accepted: 03/05/2021] [Indexed: 12/14/2022]
Abstract
Introduction Validity of the 2014 traumatic encephalopathy syndrome (TES) criteria, proposed to diagnose chronic traumatic encephalopathy (CTE) in life, has not been assessed. Methods A total of 336 consecutive brain donors exposed to repetitive head impacts from contact sports, military service, and/or physical violence were included. Blinded to clinical information, neuropathologists applied National Institute on Neurological Disorders and Stroke/National Institute of Biomedical Imaging and Bioengineering CTE criteria. Blinded to neuropathological information, clinicians interviewed informants and reviewed medical records. An expert panel adjudicated TES diagnoses. Results A total of 309 donors were diagnosed with TES; 244 donors had CTE pathology. TES criteria demonstrated sensitivity and specificity of 0.97 and 0.21, respectively. Cognitive (odds ratio [OR] = 3.6; 95% confidence interval [CI]: 1.2–5.1), but not mood/behavior or motor symptoms, were significantly associated with CTE pathology. Having Alzheimer's disease (AD) pathology was significantly associated with reduced TES accuracy (OR = 0.27; 95% CI: 0.12–0.59). Discussion TES criteria provided good evidence to rule out, but limited evidence to rule in, CTE pathology. Requiring cognitive symptoms in revised criteria and using AD biomarkers may improve CTE pathology prediction.
Collapse
Affiliation(s)
- Jesse Mez
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Daniel H Daneshvar
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Rehabilitation Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicole Saltiel
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA
| | - Zachary Baucom
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Boston University Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Bobak Abdolmohammadi
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Madeline Uretsky
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Raymond Nicks
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA
| | - Brett M Martin
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Biostatistics & Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Joseph N Palmisano
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Biostatistics & Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Christopher J Nowinski
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Concussion Legacy Foundation, Boston, Massachusetts, USA
| | - Philip Montenigro
- Department of Neuropsychology, University of New Hampshire, Durham, New Hampshire, USA
| | - Todd M Solomon
- Avanir Pharmaceuticals Inc, Aliso Viejo, California, USA
| | - Ian Mahar
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jonathan D Cherry
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Victor E Alvarez
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA
| | - Brigid Dwyer
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Braintree Rehabilitation Hospital, Braintree, Massachusetts, USA
| | - Lee E Goldstein
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA.,Departments of Biomedical, Electrical & Computer Engineering, Boston University College of Engineering, Boston, Massachusetts, USA
| | - Douglas I Katz
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Braintree Rehabilitation Hospital, Braintree, Massachusetts, USA
| | - Robert C Cantu
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Concussion Legacy Foundation, Boston, Massachusetts, USA.,Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Yorghos Tripodis
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Boston University Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Bertrand R Huber
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA
| | - Thor D Stein
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Ann C McKee
- Boston University Alzheimer's Disease and CTE Centers, Boston University School of Medicine, Boston, Massachusetts, USA.,Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.,VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Veterans Affairs Medical Center, Bedford, Massachusetts, USA.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| |
Collapse
|
49
|
Bindeman IN, Wotzlaw JF, Stern RA, Chiaradia M, Guillong M, Colón DP. Geochronology and geochemistry data for the Elbrus, Tyrnyauz, and Chegem magmatic centers, Greater Caucasus, Russia. Data Brief 2021; 35:106896. [PMID: 33732822 PMCID: PMC7937556 DOI: 10.1016/j.dib.2021.106896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 01/16/2021] [Revised: 02/03/2021] [Accepted: 02/16/2021] [Indexed: 11/24/2022] Open
Abstract
The dataset presented here is associated with the article “Young Silicic Magmatism of the Greater Caucasus, Russia with implication for its delamination origin based on zircon petrochronology and thermomechanical modeling” [1]. We present detailed sample descriptions and source locations for the rocks from the Chegem, Tyrnyauz, and Elbrus volcanic center localities presented in that study. The dataset presents extensive isotope and trace element geochemistry of zircon crystals from these rocks, major phenocrysts, and whole rock O and H isotopic and elemental compositions. Zircon ages, trace element compositions, and Hf and O isotopic compositions were obtained by both laser ablation ICP-MS and secondary ionization mass spectrometry in situ techniques and chemical abrasion isotope dilution-thermal ionization mass spectrometry techniques. We also present whole-rock major element compositions obtained by X-ray fluorescence and trace element compositions obtained by solution inductively-coupled plasma mass spectrometry. We also report δ18O analyses of phenocrysts and groundmass in samples, δ18O-δ13C analyses of limestones and limestone xenoliths in the Chegem ignimbrite, and coupled δ18O-δD-Δ17O analyses of glass and groundmass of rock samples from the Chegem ignimbrites that show abundant evidence of post-emplacement interaction with meteoric waters. To supplement the associated study [1], this article also includes field photographs, cathodoluminescence images of zircons, plots of trace element compositions in zircon, plots of stable isotopic variations in Chegem ignimbrites vs. stratigraphy, and selected trace elemental whole-rock diagrams.
Collapse
Affiliation(s)
- I N Bindeman
- Earth Sciences, University of Oregon, Eugene, OR, USA.,Fersman Mineralogical Museum, Moscow, Russia
| | - J-F Wotzlaw
- Institute of Geochemistry and Petrology, ETH Zurich, Switzerland
| | - R A Stern
- Canadian Center for Microanalysis, University of Alberta, Canada
| | - M Chiaradia
- Section des Sciences de la Terre et de L'Environnement, University of Geneva, Switzerland
| | - M Guillong
- Institute of Geochemistry and Petrology, ETH Zurich, Switzerland
| | - D P Colón
- Earth Sciences, University of Oregon, Eugene, OR, USA.,Section des Sciences de la Terre et de L'Environnement, University of Geneva, Switzerland
| |
Collapse
|
50
|
Kaufmann D, Sollmann N, Kaufmann E, Veggeberg R, Tripodis Y, Wrobel PP, Kochsiek J, Martin BM, Lin AP, Coleman MJ, Alosco ML, Pasternak O, Bouix S, Stern RA, Shenton ME, Koerte IK. Age at First Exposure to Tackle Football is Associated with Cortical Thickness in Former Professional American Football Players. Cereb Cortex 2021; 31:3426-3434. [PMID: 33676369 DOI: 10.1093/cercor/bhab021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 10/18/2020] [Revised: 12/29/2020] [Accepted: 01/20/2021] [Indexed: 11/13/2022] Open
Abstract
Younger age at first exposure (AFE) to repetitive head impacts while playing American football increases the risk for later-life neuropsychological symptoms and brain alterations. However, it is not known whether AFE is associated with cortical thickness in American football players. Sixty-three former professional National Football League players (55.5 ± 7.7 years) with cognitive, behavioral, and mood symptoms underwent neuroimaging and neuropsychological testing. First, the association between cortical thickness and AFE was tested. Second, the relationship between clusters of decreased cortical thickness and verbal and visual memory, and composite measures of mood/behavior and attention/psychomotor speed was assessed. AFE was positively correlated with cortical thickness in the right superior frontal cortex (cluster-wise P value [CWP] = 0.0006), the left parietal cortex (CWP = 0.0003), and the occipital cortices (right: CWP = 0.0023; left: CWP = 0.0008). A positive correlation was found between cortical thickness of the right superior frontal cortex and verbal memory (R = 0.333, P = 0.019), and the right occipital cortex and visual memory (R = 0.360, P = 0.012). In conclusion, our results suggest an association between younger AFE and decreased cortical thickness, which in turn is associated with worse neuropsychological performance. Furthermore, an association between younger AFE and signs of neurodegeneration later in life in symptomatic former American football players seems likely.
Collapse
Affiliation(s)
- David Kaufmann
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Radiology, Charité Universitätsmedizin, 10117 Berlin, Germany
| | - Nico Sollmann
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, 81675 Munich, Germany.,TUM-Neuroimaging Center, Klinikum rechts der Isar, Technische Universität München, 81675 Munich, Germany
| | - Elisabeth Kaufmann
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Rosanna Veggeberg
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.,Boston University Alzheimer's Disease Center and Boston University CTE Center, Boston University School of Medicine, Boston, MA 02118, USA
| | - Pawel P Wrobel
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Janna Kochsiek
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Brett M Martin
- Data Coordinating Center, Boston University School of Public Health, Boston, MA 02118, USA
| | - Alexander P Lin
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.,Center for Clinical Spectroscopy, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Michael J Coleman
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Center and Boston University CTE Center, Boston University School of Medicine, Boston, MA 02118, USA.,Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
| | - Ofer Pasternak
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Sylvain Bouix
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Robert A Stern
- Boston University Alzheimer's Disease Center and Boston University CTE Center, Boston University School of Medicine, Boston, MA 02118, USA.,Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA.,Department of Neurosurgery, Boston University School of Medicine, Boston, MA 02118, USA.,Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA 02118, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.,VA Boston Healthcare System, Brockton Division, Brockton, MA 02301, USA
| | - Inga K Koerte
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universität, 80337 Munich, Germany.,Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.,Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität, 82152 Munich, Germany
| |
Collapse
|