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Guan DX, Churchill NW, Fischer CE, Graham SJ, Schweizer TA. Neuroanatomical correlates of distracted straight driving performance: a driving simulator MRI study across the lifespan. Front Aging Neurosci 2024; 16:1369179. [PMID: 38706457 PMCID: PMC11066182 DOI: 10.3389/fnagi.2024.1369179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/28/2024] [Indexed: 05/07/2024] Open
Abstract
Background Driving is the preferred mode of transportation for adults across the healthy age span. However, motor vehicle crashes are among the leading causes of injury and death, especially for older adults, and under distracted driving conditions. Understanding the neuroanatomical basis of driving may inform interventions that minimize crashes. This exploratory study examined the neuroanatomical correlates of undistracted and distracted simulated straight driving. Methods One-hundred-and-thirty-eight participants (40.6% female) aged 17-85 years old (mean and SD = 58.1 ± 19.9 years) performed a simulated driving task involving straight driving and turns at intersections in a city environment using a steering wheel and foot pedals. During some straight driving segments, participants responded to auditory questions to simulate distracted driving. Anatomical T1-weighted MRI was used to quantify grey matter volume and cortical thickness for five brain regions: the middle frontal gyrus (MFG), precentral gyrus (PG), superior temporal cortex (STC), posterior parietal cortex (PPC), and cerebellum. Partial correlations controlling for age and sex were used to explore relationships between neuroanatomical measures and straight driving behavior, including speed, acceleration, lane position, heading angle, and time speeding or off-center. Effects of interest were noted at an unadjusted p-value threshold of 0.05. Results Distracted driving was associated with changes in most measures of straight driving performance. Greater volume and cortical thickness in the PPC and cerebellum were associated with reduced variability in lane position and heading angle during distracted straight driving. Cortical thickness of the MFG, PG, PPC, and STC were associated with speed and acceleration, often in an age-dependent manner. Conclusion Posterior regions were correlated with lane maintenance whereas anterior and posterior regions were correlated with speed and acceleration, especially during distracted driving. The regions involved and their role in straight driving may change with age, particularly during distracted driving as observed in older adults. Further studies should investigate the relationship between distracted driving and the aging brain to inform driving interventions.
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Affiliation(s)
- Dylan X. Guan
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Nathan W. Churchill
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada
- Department of Physics, Toronto Metropolitan University, Toronto, ON, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Simon J. Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A. Schweizer
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada
- Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada
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Rashidi-Ranjbar N, Churchill NW, Black SE, Kumar S, Tartaglia MC, Freedman M, Lang A, Steeves TDL, Swartz RH, Saposnik G, Sahlas D, McLaughlin P, Symons S, Strother S, Pollock BG, Rajji TK, Ozzoude M, Tan B, Arnott SR, Bartha R, Borrie M, Masellis M, Pasternak SH, Frank A, Seitz D, Ismail Z, Tang-Wai DF, Casaubon LK, Mandzia J, Jog M, Scott CJM, Dowlatshahi D, Hassan A, Grimes D, Marras C, Zamyadi M, Munoz DG, Ramirez J, Berezuk C, Holmes M, Fischer CE, Schweizer TA. Neuropsychiatric symptoms and brain morphology in patients with mild cognitive impairment, cerebrovascular disease and Parkinson disease: A cross sectional and longitudinal study. Int J Geriatr Psychiatry 2024; 39:e6074. [PMID: 38491809 DOI: 10.1002/gps.6074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/03/2024] [Indexed: 03/18/2024]
Abstract
OBJECTIVES Neuropsychiatric symptoms (NPS) increase risk of developing dementia and are linked to various neurodegenerative conditions, including mild cognitive impairment (MCI due to Alzheimer's disease [AD]), cerebrovascular disease (CVD), and Parkinson's disease (PD). We explored the structural neural correlates of NPS cross-sectionally and longitudinally across various neurodegenerative diagnoses. METHODS The study included individuals with MCI due to AD, (n = 74), CVD (n = 143), and PD (n = 137) at baseline, and at 2-years follow-up (MCI due to AD, n = 37, CVD n = 103, and PD n = 84). We assessed the severity of NPS using the Neuropsychiatric Inventory Questionnaire. For brain structure we included cortical thickness and subcortical volume of predefined regions of interest associated with corticolimbic and frontal-executive circuits. RESULTS Cross-sectional analysis revealed significant negative correlations between appetite with both circuits in the MCI and CVD groups, while apathy was associated with these circuits in both the MCI and PD groups. Longitudinally, changes in apathy scores in the MCI group were negatively linked to the changes of the frontal-executive circuit. In the CVD group, changes in agitation and nighttime behavior were negatively associated with the corticolimbic and frontal-executive circuits, respectively. In the PD group, changes in disinhibition and apathy were positively associated with the corticolimbic and frontal-executive circuits, respectively. CONCLUSIONS The observed correlations suggest that underlying pathological changes in the brain may contribute to alterations in neural activity associated with MBI. Notably, the difference between cross-sectional and longitudinal results indicates the necessity of conducting longitudinal studies for reproducible findings and drawing robust inferences.
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Affiliation(s)
- Neda Rashidi-Ranjbar
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Sandra E Black
- Division of Neurology, Department of Medicine, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Research Program Sunnybrook Health Sciences Research Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Sanjeev Kumar
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Maria C Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Morris Freedman
- Division of Neurology, Department of Medicine, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Anthony Lang
- Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- The Edmond J. Safra Program in Parkinson's Disease, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Thomas D L Steeves
- Division of Neurology, Department of Medicine, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
- Division of Neurology, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Richard H Swartz
- Division of Neurology, Department of Medicine, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Research Program Sunnybrook Health Sciences Research Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Gustavo Saposnik
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Clinical Outcomes and Decision Neuroscience Unit, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Dametrios Sahlas
- McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Paula McLaughlin
- Nova Scotia Health, Halifax, Nova Scotia, Canada
- Departments of Medicine (Geriatrics) and Psychology & Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sean Symons
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Stephen Strother
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Bruce G Pollock
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Tarek K Rajji
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Miracle Ozzoude
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Research Program Sunnybrook Health Sciences Research Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Department of Psychology, Faculty of Health, York University, Toronto, Ontario, Canada
| | - Brian Tan
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Stephen R Arnott
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Robert Bartha
- Robarts Research Institute, Western University, London, Ontario, Canada
| | - Michael Borrie
- Nova Scotia Health, Halifax, Nova Scotia, Canada
- Departments of Medicine (Geriatrics) and Psychology & Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mario Masellis
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- St. Joseph's Healthcare Centre, London, Ontario, Canada
| | - Stephen H Pasternak
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- St. Joseph's Healthcare Centre, London, Ontario, Canada
| | - Andrew Frank
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Dallas Seitz
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Zahinoor Ismail
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - David F Tang-Wai
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Clinical Neurological Sciences, London Health Sciences Centre, London, Ontario, Canada
| | - Leanne K Casaubon
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Clinical Neurological Sciences, London Health Sciences Centre, London, Ontario, Canada
| | - Jennifer Mandzia
- St. Joseph's Healthcare Centre, London, Ontario, Canada
- London Health Sciences Centre, London, Ontario, Canada
| | - Mandar Jog
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Christopher J M Scott
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Research Program Sunnybrook Health Sciences Research Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Dar Dowlatshahi
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Ayman Hassan
- Thunder Bay Regional Health Research Institute (TBRHRI), Northern Ontario School of Medicine University (NOSMU), Thunder Bay, Ontario, Canada
| | - David Grimes
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Connie Marras
- The Edmond J. Safra Program in Parkinson's Disease, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Mojdeh Zamyadi
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - David G Munoz
- Division of Neurosurgery, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Joel Ramirez
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Courtney Berezuk
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Melissa Holmes
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Division of Neurosurgery, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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D'Souza GM, Churchill NW, Guan DX, Khoury MA, Graham SJ, Kumar S, Fischer CE, Schweizer TA. Interaction of Alzheimer Disease and Traumatic Brain Injury on Cortical Thickness. Alzheimer Dis Assoc Disord 2024; 38:14-21. [PMID: 38285961 DOI: 10.1097/wad.0000000000000607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 12/26/2023] [Indexed: 01/31/2024]
Abstract
INTRODUCTION Traumatic brain injury (TBI) is associated with an accelerated course of dementia, although biological relationships are incompletely understood. METHODS The study examined 1124 participants, including 343 with Alzheimer disease (AD), 127 with AD with TBI, 266 cognitively normal adults with TBI, and 388 cognitively normal adults without TBI. Cortical thickness was quantified from T1-weighted magnetic resonance imaging data. Multiple linear regression was used to determine the interaction between AD and TBI on cortical thickness. RESULTS Among those with AD, TBI was associated with an earlier age of AD onset but, counterintuitively, less cortical thinning in frontotemporal regions relative to non-AD controls. DISCUSSION AD with TBI represents a distinct group from AD, likely with distinct pathologic contributions beyond gray matter loss. This finding has important implications for the diagnosis and treatment of AD in the presence of TBI and indicates that models of AD, aging, and neural loss should account for TBI history.
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Affiliation(s)
- Gina M D'Souza
- Institute of Medical Science, University of Toronto
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto
| | - Nathan W Churchill
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto
- Neuroscience Research Program, St. Michael's Hospital
- Physics Department, Toronto Metropolitan University
| | - Dylan X Guan
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Marc A Khoury
- Institute of Medical Science, University of Toronto
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto
| | - Simon J Graham
- Departments of Medical Biophysics
- Physical Sciences Platform, Sunnybrook Research Institute
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute
| | - Sanjeev Kumar
- Institute of Medical Science, University of Toronto
- Psychiatry
- Centre for Addiction and Mental Health, Toronto, ON
| | - Corinne E Fischer
- Institute of Medical Science, University of Toronto
- Psychiatry
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto
| | - Tom A Schweizer
- Institute of Medical Science, University of Toronto
- Department of Surgery, Division of Neurosurgery
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto
- Neuroscience Research Program, St. Michael's Hospital
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Churchill NW, Roudaia E, Jean Chen J, Gilboa A, Sekuler A, Ji X, Gao F, Lin Z, Masellis M, Goubran M, Rabin JS, Lam B, Cheng I, Fowler R, Heyn C, Black SE, MacIntosh BJ, Graham SJ, Schweizer TA. Persistent post-COVID headache is associated with suppression of scale-free functional brain dynamics in non-hospitalized individuals. Brain Behav 2023; 13:e3212. [PMID: 37872889 PMCID: PMC10636408 DOI: 10.1002/brb3.3212] [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: 04/10/2023] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 10/25/2023] Open
Abstract
INTRODUCTION Post-acute coronavirus disease 2019 (COVID-19) syndrome (PACS) is a growing concern, with headache being a particularly debilitating symptom with high prevalence. The long-term effects of COVID-19 and post-COVID headache on brain function remain poorly understood, particularly among non-hospitalized individuals. This study focused on the power-law scaling behavior of functional brain dynamics, indexed by the Hurst exponent (H). This measure is suppressed during physiological and psychological distress and was thus hypothesized to be reduced in individuals with post-COVID syndrome, with greatest reductions among those with persistent headache. METHODS Resting-state blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging data were collected for 57 individuals who had COVID-19 (32 with no headache, 14 with ongoing headache, 11 recovered) and 17 controls who had cold and flu-like symptoms but tested negative for COVID-19. Individuals were assessed an average of 4-5 months after COVID testing, in a cross-sectional, observational study design. RESULTS No significant differences in H values were found between non-headache COVID-19 and control groups., while those with ongoing headache had significantly reduced H values, and those who had recovered from headache had elevated H values, relative to non-headache groups. Effects were greatest in temporal, sensorimotor, and insular brain regions. Reduced H in these regions was also associated with decreased BOLD activity and local functional connectivity. CONCLUSIONS These findings provide new insights into the neurophysiological mechanisms that underlie persistent post-COVID headache, with reduced BOLD scaling as a potential biomarker that is specific to this debilitating condition.
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Affiliation(s)
- Nathan W. Churchill
- Neuroscience Research Program, St. Michael's HospitalTorontoOntarioCanada
- Keenan Research Centre for Biomedical Science, St. Michael's HospitalTorontoOntarioCanada
- Physics DepartmentToronto Metropolitan UniversityTorontoOntarioCanada
| | - Eugenie Roudaia
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
| | - J. Jean Chen
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
- Institute of Biomedical EngineeringUniversity of TorontoTorontoOntarioCanada
| | - Asaf Gilboa
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Department of PsychologyUniversity of TorontoTorontoOntarioCanada
| | - Allison Sekuler
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Department of PsychologyUniversity of TorontoTorontoOntarioCanada
- Department of Psychology, Neuroscience & BehaviourMcMaster UniversityHamiltonOntarioCanada
| | - Xiang Ji
- LC Campbell Cognitive Neurology Research Group, Sunnybrook Health Sciences CentreTorontoOntarioCanada
| | - Fuqiang Gao
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
| | - Zhongmin Lin
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
- Physical Sciences PlatformSunnybrook Research InstituteTorontoOntarioCanada
| | - Mario Masellis
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences CentreUniversity of TorontoTorontoOntarioCanada
| | - Maged Goubran
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Physical Sciences PlatformSunnybrook Research InstituteTorontoOntarioCanada
- Harquail Centre for NeuromodulationSunnybrook Research InstituteTorontoOntarioCanada
| | - Jennifer S. Rabin
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences CentreUniversity of TorontoTorontoOntarioCanada
- Harquail Centre for NeuromodulationSunnybrook Research InstituteTorontoOntarioCanada
- Rehabilitation Sciences InstituteUniversity of TorontoTorontoOntarioCanada
| | - Benjamin Lam
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences CentreUniversity of TorontoTorontoOntarioCanada
| | - Ivy Cheng
- Evaluative Clinical SciencesSunnybrook Research InstituteTorontoOntarioCanada
- Integrated Community ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Department of MedicineUniversity of TorontoTorontoOntarioCanada
| | - Robert Fowler
- Department of MedicineUniversity of TorontoTorontoOntarioCanada
- Emergency & Critical Care Research ProgramSunnybrook Research InstituteTorontoOntarioCanada
| | - Chris Heyn
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Department of Medical ImagingUniversity of TorontoTorontoOntarioCanada
| | - Sandra E. Black
- Rotman Research InstituteBaycrest Academy for Research and EducationTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences CentreUniversity of TorontoTorontoOntarioCanada
| | - Bradley J. MacIntosh
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Physical Sciences PlatformSunnybrook Research InstituteTorontoOntarioCanada
- Computational Radiology & Artificial Intelligence Unit, Division of Radiology and Nuclear MedicineOslo University HospitalOsloNorway
| | - Simon J. Graham
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
- Hurvitz Brain Sciences ProgramSunnybrook Research InstituteTorontoOntarioCanada
- Physical Sciences PlatformSunnybrook Research InstituteTorontoOntarioCanada
| | - Tom A. Schweizer
- Neuroscience Research Program, St. Michael's HospitalTorontoOntarioCanada
- Keenan Research Centre for Biomedical Science, St. Michael's HospitalTorontoOntarioCanada
- Faculty of Medicine (Neurosurgery)University of TorontoTorontoOntarioCanada
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Churchill NW, Graham SJ, Schweizer TA. Perfusion Imaging of Traumatic Brain Injury. Neuroimaging Clin N Am 2023; 33:315-324. [PMID: 36965948 DOI: 10.1016/j.nic.2023.01.006] [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: 03/27/2023]
Abstract
The mechanisms for regulating cerebral blood flow (CBF) are highly sensitive to traumatic brain injury (TBI). The perfusion imaging technique may be used to assess CBF and identify perfusion abnormalities following a TBI. Studies have identified CBF disturbances across the injury severity spectrum and correlations with both acute and long-term indices of clinical outcome. Although not yet widely used in the clinical context, this is an important area of ongoing research.
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Affiliation(s)
- Nathan W Churchill
- Neuroscience Research Program, Saint Michael's Hospital, 209 Victoria Street, Toronto, ON M5B 1M8, Canada; Keenan Research Centre for Biomedical Science of St. Michael's Hospital, 209 Victoria Street, Toronto, ON M5B 1M8, Canada; Physics Department, Toronto Metropolitan University, 60 St George St, Toronto, ON M5S 1A7, Canada.
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, 101 College Street, Suite 15-701, Toronto, ON M5G 1L7, Canada; Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Wellness Way, Toronto, ON M4N 3M5, Canada; Physical Sciences Platform, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada
| | - Tom A Schweizer
- Neuroscience Research Program, Saint Michael's Hospital, 209 Victoria Street, Toronto, ON M5B 1M8, Canada; Keenan Research Centre for Biomedical Science of St. Michael's Hospital, 209 Victoria Street, Toronto, ON M5B 1M8, Canada; Faculty of Medicine (Neurosurgery), University of Toronto, 1 King's College Circle, Toronto, ON M5S 1A8, Canada
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Dawson J, Johnston S, Marshall S, Schweizer TA, Reed N, Devos H, Schmidt J, Lithopoulos A, Zemek R. Return to Driving Following Concussion: A Research Priority. J Head Trauma Rehabil 2023; 38:277-278. [PMID: 36727787 DOI: 10.1097/htr.0000000000000849] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Jennifer Dawson
- CHEO Research Institute, Ottawa, Ontario, Canada (Drs Dawson and Zemek); Montfort Hospital Institut du Savoir, University of Ottawa, Ottawa, Ontario, Canada (Dr Johnston); The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada (Drs Marshall and Lithopoulos); Keenan Research Centre, St Michael's Hospital, Unity Health Toronto and Faculty of Medicine (Neurosurgery) (Dr Schweizer), University of Toronto (Dr Reed), Toronto, Ontario, Canada; University of Kansas Medical Center, Kansas City (Dr Devos); and UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens (Dr Schmidt)
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Churchill NW, Roudaia E, Chen JJ, Gilboa A, Sekuler A, Ji X, Gao F, Lin Z, Jegatheesan A, Masellis M, Goubran M, Rabin JS, Lam B, Cheng I, Fowler R, Heyn C, Black SE, MacIntosh BJ, Graham SJ, Schweizer TA. Effects of post-acute COVID-19 syndrome on the functional brain networks of non-hospitalized individuals. Front Neurol 2023; 14:1136408. [PMID: 37051059 PMCID: PMC10083436 DOI: 10.3389/fneur.2023.1136408] [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: 01/03/2023] [Accepted: 03/07/2023] [Indexed: 03/29/2023] Open
Abstract
IntroductionThe long-term impact of COVID-19 on brain function remains poorly understood, despite growing concern surrounding post-acute COVID-19 syndrome (PACS). The goal of this cross-sectional, observational study was to determine whether there are significant alterations in resting brain function among non-hospitalized individuals with PACS, compared to symptomatic individuals with non-COVID infection.MethodsData were collected for 51 individuals who tested positive for COVID-19 (mean age 41±12 yrs., 34 female) and 15 controls who had cold and flu-like symptoms but tested negative for COVID-19 (mean age 41±14 yrs., 9 female), with both groups assessed an average of 4-5 months after COVID testing. None of the participants had prior neurologic, psychiatric, or cardiovascular illness. Resting brain function was assessed via functional magnetic resonance imaging (fMRI), and self-reported symptoms were recorded.ResultsIndividuals with COVID-19 had lower temporal and subcortical functional connectivity relative to controls. A greater number of ongoing post-COVID symptoms was also associated with altered functional connectivity between temporal, parietal, occipital and subcortical regions.DiscussionThese results provide preliminary evidence that patterns of functional connectivity distinguish PACS from non-COVID infection and correlate with the severity of clinical outcome, providing novel insights into this highly prevalent disorder.
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Affiliation(s)
- Nathan W. Churchill
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science of St. Michael’s Hospital, Toronto, ON, Canada
- Physics Department, Toronto Metropolitan University, Toronto, ON, Canada
- *Correspondence: Nathan W. Churchill,
| | - Eugenie Roudaia
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
| | - J. Jean Chen
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Asaf Gilboa
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Allison Sekuler
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Department of Psychology, University of Toronto, Toronto, ON, Canada
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Xiang Ji
- LC Campbell Cognitive Neurology Research Group, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Fuqiang Gao
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Zhongmin Lin
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Aravinthan Jegatheesan
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Mario Masellis
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Maged Goubran
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Jennifer S. Rabin
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Benjamin Lam
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Ivy Cheng
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
- Integrated Community Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Robert Fowler
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Emergency and Critical Care Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Chris Heyn
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Sandra E. Black
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Bradley J. MacIntosh
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
- Computational Radiology and Artificial Intelligence Unit, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Simon J. Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A. Schweizer
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science of St. Michael’s Hospital, Toronto, ON, Canada
- Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada
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8
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Wang S, Kennedy SH, Salomons TV, Ceniti AK, McInerney SJ, Bergmans Y, Pizzagalli DA, Farb N, Turecki G, Schweizer TA, Churchill N, Sinyor M, Rizvi SJ. Resting-state neural mechanisms of capability for suicide and their interaction with pain - A CAN-BIND-05 Study. J Affect Disord 2023; 330:139-147. [PMID: 36878406 DOI: 10.1016/j.jad.2023.02.147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 02/13/2023] [Accepted: 02/27/2023] [Indexed: 03/08/2023]
Abstract
BACKGROUND Suicidal ideation is highly prevalent in Major Depressive Disorder (MDD). However, the factors determining who will transition from ideation to attempt are not established. Emerging research points to suicide capability (SC), which reflects fearlessness of death and increased pain tolerance, as a construct mediating this transition. This Canadian Biomarker Integration Network in Depression study (CANBIND-5) aimed to identify the neural basis of SC and its interaction with pain as a marker of suicide attempt. METHODS MDD patients (n = 20) with suicide risk and healthy controls (n = 21) completed a self-report SC scale and a cold pressor task measuring pain threshold, tolerance, endurance, and intensity at threshold and tolerance. All participants underwent a resting-state brain scan and functional connectivity was examined for 4 regions: anterior insula (aIC), posterior insula (pIC), anterior mid-cingulate cortex (aMCC) and subgenual anterior cingulate cortex (sgACC). RESULTS In MDD, SC correlated positively with pain endurance and negatively with threshold intensity. Furthermore, SC correlated with the connectivity of aIC to the supramarginal gyrus, pIC to the paracingulate gyrus, aMCC to the paracingulate gyrus, and sgACC to the dorsolateral prefrontal cortex. These correlations were stronger in MDD compared to controls. Only threshold intensity mediated the correlation between SC and connectivity strength. LIMITATIONS Resting-state scans provided an indirect assessment of SC and the pain network. CONCLUSIONS These findings highlight point to a neural network underlying SC that is associated with pain processing. This supports the potential clinical utility of pain response measurement as a method to investigate markers of suicide risk.
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Affiliation(s)
- Shijing Wang
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Sidney H Kennedy
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Tim V Salomons
- Department of Psychology, Queen's University, Kingston, Canada
| | - Amanda K Ceniti
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Shane J McInerney
- Department of Psychiatry, National University of Ireland, Galway, Ireland
| | - Yvonne Bergmans
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | | | - Norman Farb
- Department of Psychology, University of Toronto Mississauga, Mississauga, Canada
| | - Gustavo Turecki
- Department of Psychiatry, McGill University, Montreal, Canada
| | - Tom A Schweizer
- Institute of Medical Science, University of Toronto, Toronto, Canada; Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, Canada
| | - Nathan Churchill
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada
| | - Mark Sinyor
- Department of Psychiatry, University of Toronto, Toronto, Canada; Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Sakina J Rizvi
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada.
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9
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Wong JKY, Churchill NW, Graham SJ, Baker AJ, Schweizer TA. Altered connectivity of default mode and executive control networks among female patients with persistent post-concussion symptoms. Brain Inj 2023; 37:147-158. [PMID: 36594665 DOI: 10.1080/02699052.2022.2163290] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 01/04/2023]
Abstract
OBJECTIVE To examine the roles of the default mode network (DMN) and executive control network (ECN) in prolonged recovery after mild traumatic brain injury (mTBI), and relationships with indices of white matter microstructural injury. METHODS Seventeen mTBI patients with persistent symptoms were imaged an average of 21.5 months post-injury, along with 23 healthy controls. Resting-state functional magnetic resonance imaging (rs-fMRI) was used to evaluate functional connectivity (FC) of the DMN and ECN. Diffusion tensor imaging (DTI) quantified fractional anisotropy, along with mean, axial and radial diffusivity of white matter tracts. RESULTS Compared to controls, patients with mTBI had increased functional connectivity of the DMN and ECN to brain regions implicated in salience and frontoparietal networks, and increased white matter diffusivity within the cerebrum and brainstem. Among the patients, FC was correlated with better neurocognitive test scores, while diffusivity was correlated with more severe self-reported symptoms. The FC and diffusivity values within abnormal brain regions were not significantly correlated. CONCLUSION For female mTBI patients with prolonged symptoms, hyper-connectivity may represent a compensatory response that helps to mitigate the effects of mTBI on cognition. These effects are unrelated to indices of microstructural injury, which are correlated with symptom severity, suggesting that rs-fMRI and DTI may capture distinct aspects of pathophysiology.
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Affiliation(s)
- Jimmy K Y Wong
- Brain Health and Wellness Research Program St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada
| | - Nathan W Churchill
- Brain Health and Wellness Research Program St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada.,Physics Department, Toronto Metropolitan University, Toronto, Canada
| | - Simon J Graham
- Sunnybrook Research Institute of Sunnybrook Health Sciences Centre, Toronto, Canada.,Physical Sciences Platform, Sunnybrook Health Sciences Centre, Toronto, Canada.,Faculty of Medicine (medical Biophysics), University of Toronto Toronto, Canada
| | - Andrew J Baker
- Brain Health and Wellness Research Program St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Faculty of Medicine (Institute of Medical Science), University of Toronto, Toronto, Canada.,Department of Anesthesia, University of Toronto, Toronto, Canada.,Department of Surgery and Critical Care Medicine, University of Toronto, Toronto, Canada
| | - Tom A Schweizer
- Brain Health and Wellness Research Program St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, Canada.,The Institute of Biomedical Engineering (BME), University of Toronto, Toronto, Canada
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10
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Ahangari N, Fischer CE, Schweizer TA, Munoz DG. Cognitive resilience and severe Alzheimer's disease neuropathology. Aging Brain 2023; 3:100065. [PMID: 36911256 PMCID: PMC9997171 DOI: 10.1016/j.nbas.2023.100065] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 01/04/2023] [Accepted: 01/09/2023] [Indexed: 01/20/2023] Open
Abstract
Cognitive resilience in Alzheimer's disease (AD) can be defined as retention of high cognition despite presence of considerable cerebral AD lesions. We sought to identify factors associated with this phenomenon. Data were obtained from National Alzheimer's Coordinating Centre (NACC) dataset. Subjects with severe AD neuropathology, based on National Institute on Aging-Reagan (NIA-Reagan) criteria, no other primary neuropathology, and a ≤ 2-year interval between last follow-up and death were included. Mini-mental status examination score ≥ 24 was used as a proxy for normal cognition. In total, 654 cases were included; 59 (9%) were cognitively resilient. Multivariable logistic regression model showed that resilient participants were more educated, had a lower body mass index (BMI), were more likely to be lifetime/recent smoker or use an anticoagulant/antiplatelet agent, compared with cognitively impaired subjects. In addition to expected protective factors such as higher education and lower BMI, our results showed that smoking (especially recent smoking) and anticoagulant/antiplatelet consumption are associated with resilience to clinical cognitive expression of severe AD pathology. Pharmacological approaches using this information might be explored for clinical AD amelioration.
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Affiliation(s)
- Narges Ahangari
- Department of Laboratory Medicine and Pathobiology, University of Toronto, ON, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, The Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, ON, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, The Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Faculty of Medicine, University of Toronto, ON, Canada
| | - David G. Munoz
- Division of Pathology, Department of Laboratory Medicine, St. Michael’s Hospital, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science, The Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, ON, Canada
- Corresponding author at: Division of Pathology, Department of Laboratory Medicine, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada.
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11
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Valcic M, Khoury MA, Kim J, Fornazzari L, Churchill NW, Ismail Z, De Luca V, Tsuang D, Schweizer TA, Munoz DG, Fischer CE. Correction: Valcic et al. Determining Whether Sex and Zygosity Modulates the Association between APOE4 and Psychosis in a Neuropathologically-Confirmed Alzheimer's Disease Cohort. Brain Sci. 2022, 12, 1266. Brain Sci 2022; 13:brainsci13010064. [PMID: 36672138 PMCID: PMC9831142 DOI: 10.3390/brainsci13010064] [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: 12/01/2022] [Accepted: 12/07/2022] [Indexed: 12/31/2022] Open
Abstract
In the original publication [...].
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Affiliation(s)
- Mila Valcic
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
| | - Marc A. Khoury
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
| | - Julia Kim
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
| | - Luis Fornazzari
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
- Department of Neurology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
| | - Zahinoor Ismail
- Departments of Psychiatry, Clinical Neurosciences, Community Health Sciences, and Pathology, Hotchkiss Brain Institute and O’Brien Institute of Public Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Vincenzo De Luca
- Division of Geriatric Psychiatry, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Debby Tsuang
- GRECC, VA Puget Sound and Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA 98195-6560, USA
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1P5, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Division of Pathology, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1R8, Canada
- Correspondence:
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12
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Ahangari N, Fischer CE, Schweizer TA, Munoz DG. Resilience to Alzheimer’s Disease in a pathologicaly confirmed cohort. Alzheimers Dement 2022. [DOI: 10.1002/alz.064716] [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)
| | - Corinne E. Fischer
- St. Michael’s Hospital Toronto ON Canada
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital Toronto ON Canada
- Faculty of Medicine, Department of Psychiatry, University of Toronto Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
| | - Tom A. Schweizer
- University of Toronto Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
- Division of Neurosurgery, Faculty of Medicine, University of Toronto Toronto ON Canada
- Division of Neurosurgery, St. Michael’s Hospital Toronto ON Canada
| | - David G. Munoz
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto Toronto ON Canada
- Division of Pathology, St. Michael’s Hospital Toronto ON Canada
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13
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Fischer CE, Namasivayam A, Crawford-Holland L, Hakobyan N, Schweizer TA, Munoz DG, Pollock BG. Psychotic Disorders in the Elderly: Diagnosis, Epidemiology, and Treatment. Psychiatr Clin North Am 2022; 45:691-705. [PMID: 36396273 DOI: 10.1016/j.psc.2022.07.001] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
This review covers the latest advances in our understanding of psychosis in the elderly population with respect to diagnosis, epidemiology, and treatment. Major topics of discussion include late life psychiatric disorders such as schizophrenia, schizoaffective disorder, and delusional disorder as well as dementia-related psychosis. Clinical differences between early-onset and late-onset disorders are reviewed in terms of prevalence, symptomatology, and approach to treatment. Newly revised research and clinical criteria for dementia-related psychosis are referenced. The evidence base for emerging therapies including citalopram and pimavanserin in relation to conventional therapies such as atypical antipsychotics are discussed..
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Affiliation(s)
- Corinne E Fischer
- Keenan Research Centre for Biomedical Science, Room 17044 cc wing, St. Michaels Hospital, #30 Bond St., Toronto, Ontario, M5B1W8, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada; St. Michael's Hospital, 30 Bond Street, Toronto, Ontario M5B 1W8, Canada.
| | - Andrew Namasivayam
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Lucas Crawford-Holland
- Keenan Research Centre for Biomedical Science, Room 17044 cc wing, St. Michaels Hospital, #30 Bond St., Toronto, Ontario, M5B1W8, Canada
| | - Narek Hakobyan
- Keenan Research Centre for Biomedical Science, Room 17044 cc wing, St. Michaels Hospital, #30 Bond St., Toronto, Ontario, M5B1W8, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science, Room 17044 cc wing, St. Michaels Hospital, #30 Bond St., Toronto, Ontario, M5B1W8, Canada; St. Michael's Hospital, 30 Bond Street, Toronto, Ontario M5B 1W8, Canada; Department of Neurosurgery, University of Toronto, Toronto, Canada
| | - David G Munoz
- Keenan Research Centre for Biomedical Science, Room 17044 cc wing, St. Michaels Hospital, #30 Bond St., Toronto, Ontario, M5B1W8, Canada; St. Michael's Hospital, 30 Bond Street, Toronto, Ontario M5B 1W8, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Bruce G Pollock
- Division of Geriatric Psychiatry, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Toronto Dementia Research Alliance, University of Toronto, Toronto, Ontario, Canada
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14
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Crawford‐Holland LM, Rabin JS, Fornazzari LR, Schweizer TA, Fischer CE, Munoz DG, Kumar S, Black SE, Freedman M, Borrie M, Frank AR, Pasternak SH, Pollock BG, Rajji TK, Seitz D, Tang‐Wai DF, Tartaglia C, Kwan D, Tan B. Smoking Gun? Effect of smoking history on cognition in AD and MCI. Alzheimers Dement 2022. [DOI: 10.1002/alz.068722] [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)
| | | | - Luis R Fornazzari
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - Sanjeev Kumar
- Adult Neurodevelopment and Geriatric Psychiatry Division CAMH Toronto ON Canada
| | - Sandra E. Black
- LC Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute, University of Toronto Toronto ON Canada
| | - Morris Freedman
- Rotman Research Institute, Baycrest Health Sciences Toronto ON Canada
| | - Michael Borrie
- Lawson Health Research Institute, Western University London ON Canada
| | | | | | - Bruce G. Pollock
- Adult Neurodevelopment and Geriatric Psychiatry Division CAMH Toronto ON Canada
| | - Tarek K. Rajji
- Adult Neurodevelopment and Geriatric Psychiatry Division CAMH Toronto ON Canada
| | | | - David F. Tang‐Wai
- Rotman Research Institute, Baycrest Health Sciences Toronto ON Canada
| | | | - Donna Kwan
- Ontario Neurodegenerative Disease Research Initiative Toronto ON Canada
| | - Brian Tan
- Rotman Research Institute Toronto ON Canada
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15
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Valcic M, Khoury MA, Kim J, Fornazzari L, Churchill NW, Ismail Z, De Luca V, Tsuang D, Schweizer TA, Munoz DG, Fischer CE. Determining Whether Sex and Zygosity Modulates the Association between APOE4 and Psychosis in a Neuropathologically-Confirmed Alzheimer's Disease Cohort. Brain Sci 2022; 12:1266. [PMID: 36139002 PMCID: PMC9497154 DOI: 10.3390/brainsci12091266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 09/13/2022] [Accepted: 09/15/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND The APOE4 allele is a genetic risk factor for developing late-onset Alzheimer's disease (AD). Previous work by our group revealed that female APOE4 homozygotes with Lewy body (LB) pathology were more likely to experience psychosis compared to female APOE4 non-carriers, whereas in males there was no APOE4 dose-dependent significant effect. The objective of this study was to refine our previous findings by adjusting for covariates and determining the probability of an APOE4 sex-mediated effect on psychosis. METHODS Neuropathologically confirmed AD patients with LB pathology (n = 491) and without LB pathology (n = 716) were extracted from the National Alzheimer's Coordinating Center (NACC). Patients were classified as psychotic if they scored positively for delusions and/or hallucinations on the Neuropsychiatric Inventory. Analysis consisted of a preliminary unadjusted binary logistic regression and a Generalized Additive binary logistic regression Model (GAM) to predict the relationship between APOE4 status and sex on the presence of psychosis in both cohorts, adjusting for age, education and MMSE. RESULTS In the cohort with LB pathology, female APOE4 homozygotes were significantly more likely to experience psychosis compared to female APOE4 non-carriers (OR = 4.15, 95%CI [1.21, 14.2], p = 0.023). Female heterozygotes were also more likely to experience psychosis compared to female APOE4 non-carriers, but to a lesser extent (OR = 2.37, 95%CI [1.01, 5.59], p = 0.048). There was no significant difference in males with LB pathology or in any sex in the cohort without LB pathology. CONCLUSIONS Sex and zygosity influence the effect of APOE4 on psychosis in neuropathologically confirmed AD patients, with the effect being limited to females with LB pathology.
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Affiliation(s)
- Mila Valcic
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
| | - Marc A. Khoury
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
| | - Julia Kim
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
| | - Luis Fornazzari
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
- Department of Neurology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
| | - Zahinoor Ismail
- Departments of Psychiatry, Clinical Neurosciences, Community Health Sciences, and Pathology, Hotchkiss Brain Institute and O’Brien Institute of Public Health, University of Calgary, Calgary, AB T2N 4Z6, Canada;
| | - Vincenzo De Luca
- Division of Geriatric Psychiatry, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada;
| | - Debby Tsuang
- GRECC, VA Puget Sound and Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA 98195-6560, USA;
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1P5, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Division of Pathology, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, ON M5B 1T8, Canada; (M.V.); (M.A.K.); (J.K.); (L.F.); (N.W.C.); (T.A.S.); (D.G.M.)
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1R8, Canada
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16
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Khoury MA, Bahsoun MA, Fadhel A, Shunbuli S, Venkatesh S, Ghazvanchahi A, Mitha S, Chan K, Fornazzari LR, Churchill NW, Ismail Z, Munoz DG, Schweizer TA, Moody AR, Fischer CE, Khademi A. Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI. Brain Sci 2022; 12:600. [PMID: 35624987 PMCID: PMC9139341 DOI: 10.3390/brainsci12050600] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 04/27/2022] [Indexed: 02/04/2023] Open
Abstract
Background: This study examines the relationship between delusional severity in cognitively impaired adults with automatically computed volume and texture biomarkers from the Normal Appearing Brain Matter (NABM) in FLAIR MRI. Methods: Patients with mild cognitive impairment (MCI, n = 24) and Alzheimer’s Disease (AD, n = 18) with delusions of varying severities based on Neuropsychiatric Inventory-Questionnaire (NPI-Q) (1—mild, 2—moderate, 3—severe) from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) were analyzed for this task. The NABM region, which is gray matter (GM) and white matter (WM) combined, was automatically segmented in FLAIR MRI volumes with intensity standardization and thresholding. Three imaging biomarkers were computed from this region, including NABM volume and two texture markers called “Integrity” and “Damage”. Together, these imaging biomarkers quantify structural changes in brain volume, microstructural integrity and tissue damage. Multivariable regression was used to investigate relationships between imaging biomarkers and delusional severities (1, 2 and 3). Sex, age, education, APOE4 and baseline cerebrospinal fluid (CSF) tau were included as co-variates. Results: Biomarkers were extracted from a total of 42 participants with longitudinal time points representing 164 imaging volumes. Significant associations were found for all three NABM biomarkers between delusion level 3 and level 1. Integrity was also sensitive enough to show differences between delusion level 1 and delusion level 2. A significant specified interaction was noted with severe delusions (level 3) and CSF tau for all imaging biomarkers (p < 0.01). APOE4 homozygotes were also significantly related to the biomarkers. Conclusion: Cognitively impaired older adults with more severe delusions have greater global brain disease burden in the WM and GM combined (NABM) as measured using FLAIR MRI. Relative to patients with mild delusions, tissue degeneration in the NABM was more pronounced in subjects with higher delusional symptoms, with a significant association with CSF tau. Future studies are required to establish potential tau-associated mechanisms of increased delusional severity.
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Affiliation(s)
- Marc A. Khoury
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
| | - Mohamad-Ali Bahsoun
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Electrical, Computer and Biomedical Engineering Department, Ryerson University, Toronto, ON M5B 2K3, Canada
| | - Ayad Fadhel
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
| | - Shukrullah Shunbuli
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
| | - Saanika Venkatesh
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
| | - Abdollah Ghazvanchahi
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Electrical, Computer and Biomedical Engineering Department, Ryerson University, Toronto, ON M5B 2K3, Canada
| | - Samir Mitha
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Electrical, Computer and Biomedical Engineering Department, Ryerson University, Toronto, ON M5B 2K3, Canada
| | - Karissa Chan
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Electrical, Computer and Biomedical Engineering Department, Ryerson University, Toronto, ON M5B 2K3, Canada
| | - Luis R. Fornazzari
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Division of Neurology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Zahinoor Ismail
- Departments of Psychiatry, Clinical Neurosciences, and Community Health Sciences, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4N1, Canada;
| | - David G. Munoz
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Alan R. Moody
- Department of Medical Imaging, University of Toronto, Toronto, ON M5T 1W7, Canada;
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Institute of Medical Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - April Khademi
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada; (M.A.K.); (A.F.); (S.S.); (S.V.); (L.R.F.); (N.W.C.); (D.G.M.); (T.A.S.); (A.K.)
- Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael’s Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada; (M.-A.B.); (A.G.); (S.M.); (K.C.)
- Electrical, Computer and Biomedical Engineering Department, Ryerson University, Toronto, ON M5B 2K3, Canada
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Valcic M, Black S, Freedman M, Borrie M, Frank A, Kumar S, Pasternak S, Pollock B, Rajji T, Seitz D, Tang-Wai D, Tartaglia C, Masellis M, Lang A, Breen D, Grimes D, Jog M, Marras C, Swartz R, Saposnik G, Kwan D, Tan B, Hegele R, Dilliott AA, Robinson J, Rogaeva E, Farhan S, McLaughlin P, Strother S, Binns M, Steeves T, Kostyrko P, Talib K, Fornazzari L, Churchill N, Schweizer TA, Munoz DG, Fischer CE. Determining whether Sex and Zygosity modulates the association between ApoE4 and Psychosis in Neurodegenerative Disease Cohorts using the ONDRI platform. The American Journal of Geriatric Psychiatry 2022. [DOI: 10.1016/j.jagp.2022.01.221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Atayde AL, Fischer CE, Schweizer TA, Munoz DG. Neuropsychiatric Inventory-Questionnaire Assessed Nighttime Behaviors in Cognitively Asymptomatic Patients with Pathologically Confirmed Alzheimer's Disease Predict More Rapid Cognitive Deterioration. J Alzheimers Dis 2022; 86:1137-1147. [PMID: 35180114 PMCID: PMC9664561 DOI: 10.3233/jad-215276] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND The temporal relationship between sleep, Alzheimer's disease (AD), and cognitive impairment remains to be further elucidated. OBJECTIVE First, we aim to determine whether the Neuropsychiatric Inventory-Questionnaire (NPI-Q) assessed nighttime behaviors prior to cognitive decline influence the rate of cognitive deterioration in pathologically confirmed AD, and second, to assess the possible interactions with APOE allele and cerebral amyloid angiopathy (CAA). METHODS The rate of cognitive decline between cognitively asymptomatic participants from the National Alzheimer Coordinating Center who eventually received a neuropathologic diagnosis of AD with (+NTB) or without (-NTB) nighttime behaviors were compared using independent samples t-test. Participants were stratified by APOE carrier and CAA status. Demographic and patient characteristics were assessed using descriptive statistics, and the independent samples t-test was used for continuous variables and chi-square test for categorical variables. The significance level was set at p≤0.05. RESULTS The rate of cognitive decline was greater in +NTB (n = 74; 3.30 points/year) than -NTB (n = 330; 2.45 points/year) (p = 0.016), even if there was no difference in cognitive status at onset. This difference was restricted to APOE ɛ4 carriers (p = 0.049) and positive CAA participants (p = 0.020). Significance was not reached in non-carriers (p = 0.186) and negative CAA (p = 0.364). APOE and CAA were not differentially distributed between the NTB groups. CONCLUSION NPI-Q assessed nighttime behaviors, a surrogate for sleep disturbances, are associated with more rapidly deteriorating cognition in patients with AD neuropathology who are also carriers of APOE ɛ4 or show CAA.
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Affiliation(s)
- Adrienne L. Atayde
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
- Faculty of Medicine, Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Canada
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria Street, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Division of Pathology, St. Michael’s Hospital, Toronto, Canada
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Dissanayake AS, Tan YB, Bowie CR, Butters MA, Flint AJ, Gallagher D, Golas AC, Herrmann N, Ismail Z, Kennedy JL, Kumar S, Lanctot KL, Mah L, Mulsant BH, Pollock BG, Rajji TK, Tau M, Maraj A, Churchill NW, Tsuang D, Schweizer TA, Munoz DG, Fischer CE. Sex Modifies the Associations of APOEɛ4 with Neuropsychiatric Symptom Burden in Both At-Risk and Clinical Cohorts of Alzheimer's Disease. J Alzheimers Dis 2022; 90:1571-1588. [PMID: 36314203 DOI: 10.3233/jad-220586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Recent work suggests that APOEɛ4/4 females with Alzheimer's disease (AD) are more susceptible to developing neuropsychiatric symptoms (NPS). OBJECTIVE To examine the interaction of sex and APOEɛ4 status on NPS burden using two independent cohorts: 1) patients at risk for AD with mild cognitive impairment and/or major depressive disorder (n = 252) and 2) patients with probable AD (n = 7,261). METHODS Regression models examined the interactive effects of sex and APOEɛ4 on the number of NPS experienced and NPS Severity. APOEɛ3/4 and APOEɛ4/4 were pooled in the at-risk cohort due to the sample size. RESULTS In the at-risk cohort, there was a significant sex*APOEɛ4 interaction (p = 0.007) such that the association of APOEɛ4 with NPS was greater in females than in males (incident rate ratio (IRR) = 2.0). APOEɛ4/4 females had the most NPS (mean = 1.9) and the highest severity scores (mean = 3.5) of any subgroup. In the clinical cohort, APOEɛ4/4 females had significantly more NPS (IRR = 1.1, p = 0.001, mean = 3.1) and higher severity scores (b = 0.31, p = 0.015, mean = 3.7) than APOEɛ3/3 females (meanNPS = 2.9, meanSeverity = 3.3). No association was found in males. CONCLUSION Our study suggests that sex modifies the association of APOEɛ4 on NPS burden. APOEɛ4/4 females may be particularly susceptible to increased NPS burden among individuals with AD and among individuals at risk for AD. Further investigation into the mechanisms behind these associations are needed.
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Affiliation(s)
- Andrew S Dissanayake
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
| | - Yu Bin Tan
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
| | - Christopher R Bowie
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Queen's University, Kingston, ON, Canada
| | - Meryl A Butters
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA
| | - Alastair J Flint
- Centre for Mental Health, University Health Network, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Damien Gallagher
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Neuropsychopharmacology Research Group, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Angela C Golas
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nathan Herrmann
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Zahinoor Ismail
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - James L Kennedy
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Sanjeev Kumar
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Krista L Lanctot
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Neuropsychopharmacology Research Group, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Linda Mah
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Rotman Research Institute, Baycrest Health Science Centre, Toronto, ON, Canada
| | - Benoit H Mulsant
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Bruce G Pollock
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Campbell Family Mental Health Research Institute, Division of Geriatric Psychiatry, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Toronto Dementia Research Alliance, University of Toronto, Toronto, ON, Canada
| | - Tarek K Rajji
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Toronto Dementia Research Alliance, University of Toronto, Toronto, ON, Canada
| | - Michael Tau
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Anika Maraj
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Debby Tsuang
- GRECC, VA Puget Sound and Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
| | - David G Munoz
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Unity Health, St. Michaels Hospital, University of Toronto, Toronto, Ontario, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Sex differences in acute and long-term brain recovery after concussion. Hum Brain Mapp 2021; 42:5814-5826. [PMID: 34643005 PMCID: PMC8596946 DOI: 10.1002/hbm.25591] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 05/14/2021] [Accepted: 07/01/2021] [Indexed: 12/25/2022] Open
Abstract
Concussion is associated with acute disturbances in brain function and behavior, with potential long‐term effects on brain health. However, it is presently unclear whether there are sex differences in acute and long‐term brain recovery. In this study, magnetic resonance imaging (MRI) was used to scan 61 participants with sport‐related concussion (30 male, 31 female) longitudinally at acute injury, medical clearance to return to play (RTP), and 1‐year post‐RTP. A large cohort of 167 controls (80 male, 87 female) was also imaged. Each MRI session assessed cerebral blood flow (CBF), along with white matter fractional anisotropy (FA) and mean diffusivity (MD). For concussed athletes, the parameters were converted to difference scores relative to matched control subgroups, and partial least squares modeled the main and sex‐specific effects of concussion. Although male and female athletes did not differ in acute symptoms or time to RTP , all MRI measures showed significant sex differences during recovery. Males had greater reductions in occipital‐parietal CBF (mean difference and 95%CI: 9.97 ml/100 g/min, [4.84, 15.12] ml/100 g/min, z = 3.73) and increases in callosal MD (9.07 × 10−5, [−14.14, −3.60] × 10−5, z = −3.46), with greatest effects at 1‐year post‐RTP. In contrast, females had greater reductions in FA of the corona radiata (16.50 × 10−3, [−22.38, −11.08] × 10−3, z = −5.60), with greatest effects at RTP. These findings provide new insights into how the brain recovers after a concussion, showing sex differences in both the acute and chronic phases of injury.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada
| | - Michael G Hutchison
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials and Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
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Tan YB, Fornazzari L, Dissanayake AS, Churchill NW, Schweizer TA, Munoz DG, Fischer CE. Sex and ApoE‐4 interactions on development and severity of psychosis in AD. Alzheimers Dement 2021. [DOI: 10.1002/alz.055189] [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: 11/06/2022]
Affiliation(s)
- Yu Bin Tan
- Keenan Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital Toronto ON Canada
- University of Toronto Toronto ON Canada
| | - Luis Fornazzari
- Department of Medicine, Neurology Division, University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
- Faculty of Music, University of Toronto Toronto ON Canada
| | - Andrew S. Dissanayake
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - Tom A. Schweizer
- Division of Neurosurgery, Faculty of Medicine, University of Toronto Toronto ON Canada
- Division of Neurosurgery, St. Michael’s Hospital Toronto ON Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto Toronto ON Canada
| | - David G. Munoz
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, the Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
- Division of Pathology, St. Michael’s Hospital Toronto ON Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
- Faculty of Medicine, Department of Psychiatry, University of Toronto Toronto ON Canada
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Chan AK, Lo TWB, Karameh WK, Fornazzari L, Dadone G, Golas AC, Barfett J, Munoz DG, Schweizer TA, Fischer CE. Sex‐related differences in cognition with statin usage in a geriatric memory clinic cohort. Alzheimers Dement 2021. [DOI: 10.1002/alz.053239] [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)
- Alex K Chan
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital Toronto ON Canada
- Michael G. DeGroote School of Medicine, McMaster University Hamilton ON Canada
| | | | - Wael K Karameh
- University of Toronto Toronto ON Canada
- St. Michael’s Hospital Toronto ON Canada
- Centre for Addiction and Mental Health Toronto ON Canada
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
| | - Luis Fornazzari
- Faculty of Music, University of Toronto Toronto ON Canada
- Department of Medicine, Neurology Division, University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | | | - Angela C Golas
- University of Toronto Toronto ON Canada
- St. Michael’s Hospital Toronto ON Canada
- Centre for Addiction and Mental Health Toronto ON Canada
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
| | - Joseph Barfett
- University of Toronto Toronto ON Canada
- St. Michael’s Hospital Toronto ON Canada
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
| | - David G. Munoz
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
- Division of Pathology, St. Michael’s Hospital Toronto ON Canada
| | - Tom A. Schweizer
- University of Toronto Toronto ON Canada
- Division of Neurosurgery, Faculty of Medicine, University of Toronto Toronto ON Canada
- Division of Neurosurgery, St. Michael’s Hospital Toronto ON Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital Toronto ON Canada
- Institute of Medical Sciences, University of Toronto Toronto ON Canada
- Faculty of Medicine, Department of Psychiatry, University of Toronto Toronto ON Canada
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Churchill NW, Di Battista AP, Rhind SG, Richards D, Schweizer TA, Hutchison MG. Cerebral blood flow is associated with matrix metalloproteinase levels during the early symptomatic phase of concussion. PLoS One 2021; 16:e0253134. [PMID: 34727098 PMCID: PMC8562781 DOI: 10.1371/journal.pone.0253134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 05/28/2021] [Indexed: 12/02/2022] Open
Abstract
Concussion is associated with disrupted cerebral blood flow (CBF), although there appears to be substantial inter-individual variability in CBF response. At present, the mechanisms of variable CBF response remain incompletely understood, but one potential contributor is matrix metalloproteinase (MMP) expression. In more severe forms of acquired brain injury, MMP up-regulation contributes to CBF impairments via increased blood-brain barrier permeability. A similar relationship is hypothesized for concussion, where recently concussed individuals with higher MMP levels have lower CBF. To test this hypothesis, 35 concussed athletes were assessed longitudinally at early symptomatic injury (median: 5 days post-injury) and at medical clearance (median: 24 days post-injury), along with 71 athletic controls. For all athletes, plasma MMPs were measured and arterial spin labelling was used to measure CBF. Consistent with our hypothesis, higher concentrations of MMP-2 and MMP-3 were correlated with lower global CBF. The correlations between MMPs and global CBF were also significantly diminished for concussed athletes at medical clearance and for athletic controls. These results indicate an inverse relationship between plasma MMP levels and CBF that is specific to the symptomatic phase of concussion. Analyses of regional CBF further showed that correlations with MMP levels exhibited some spatial specificity, with greatest effects in occipital, parietal and temporal lobes. These findings provide new insights into the mechanisms of post-concussion cerebrovascular dysfunction.
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Affiliation(s)
- Nathan W. Churchill
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael’s Hospital, Toronto, ON, Canada
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
| | - Alex P. Di Battista
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
- Defence Research and Development Canada, Toronto Research Centre, Toronto, ON, Canada
| | - Shawn G. Rhind
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
- Defence Research and Development Canada, Toronto Research Centre, Toronto, ON, Canada
| | - Doug Richards
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael’s Hospital, Toronto, ON, Canada
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Tom A. Schweizer
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael’s Hospital, Toronto, ON, Canada
- Neuroscience Research Program, St. Michael’s Hospital, Toronto, ON, Canada
- Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada
- The Institute of Biomaterials & Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
| | - Michael G. Hutchison
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael’s Hospital, Toronto, ON, Canada
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
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24
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Fischer CE, Churchill N, Leggieri M, Vuong V, Tau M, Fornazzari LR, Thaut MH, Schweizer TA. Long-Known Music Exposure Effects on Brain Imaging and Cognition in Early-Stage Cognitive Decline: A Pilot Study. J Alzheimers Dis 2021; 84:819-833. [PMID: 34602475 DOI: 10.3233/jad-210610] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Repeated exposure to long-known music has been shown to have a beneficial effect on cognitive performance in patients with AD. However, the brain mechanisms underlying improvement in cognitive performance are not yet clear. OBJECTIVE In this pilot study we propose to examine the effect of repeated long-known music exposure on imaging indices and corresponding changes in cognitive function in patients with early-stage cognitive decline. METHODS Participants with early-stage cognitive decline were assigned to three weeks of daily long-known music listening, lasting one hour in duration. A cognitive battery was administered, and brain activity was measured before and after intervention. Paired-measures tests evaluated the longitudinal changes in brain structure, function, and cognition associated with the intervention. RESULTS Fourteen participants completed the music-based intervention, including 6 musicians and 8 non-musicians. Post-baseline there was a reduction in brain activity in key nodes of a music-related network, including the bilateral basal ganglia and right inferior frontal gyrus, and declines in fronto-temporal functional connectivity and radial diffusivity of dorsal white matter. Musician status also significantly modified longitudinal changes in functional and structural brain measures. There was also a significant improvement in the memory subdomain of the Montreal Cognitive Assessment. CONCLUSION These preliminary results suggest that neuroplastic mechanisms may mediate improvements in cognitive functioning associated with exposure to long-known music listening and that these mechanisms may be different in musicians compared to non-musicians.
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Affiliation(s)
- Corinne E Fischer
- St. Michael's Hospital, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Nathan Churchill
- St. Michael's Hospital, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON, Canada
| | - Melissa Leggieri
- St. Michael's Hospital, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Veronica Vuong
- University of Toronto, Faculty of Music, Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Michael Tau
- Department of Psychiatry, St. Michaels Hospital, Toronto ON, Canada
| | | | - Michael H Thaut
- University of Toronto, Faculty of Music, Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Tom A Schweizer
- St. Michael's Hospital, Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
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25
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Acute and Chronic Effects of Multiple Concussions on Midline Brain Structures. Neurology 2021; 97:e1170-e1181. [PMID: 34433678 PMCID: PMC8480483 DOI: 10.1212/wnl.0000000000012580] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 06/22/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To test the hypothesis that a history of concussion (HOC) causes greater disturbances in cerebral blood flow (CBF) and white matter microstructure of midline brain structures after subsequent concussions, during the acute and chronic phases of recovery. METHODS In this longitudinal MRI study, 61 athletes with uncomplicated concussion (36 with HOC) were imaged at the acute phase of injury (1-7 days after injury), the subacute phase (8-14 days), medical clearance to return to play (RTP), 1 month after RTP, and 1 year after RTP. A normative group of 167 controls (73 with HOC) were also imaged. Each session assessed CBF of the cingulate cortex, along with fractional anisotropy (FA) and mean diffusivity (MD) of the corpus callosum. Linear mixed models tested for interactions of HOC with time since injury. The Sport Concussion Assessment Tool (SCAT) was also used to evaluate effects of HOC on symptoms, cognition, and balance. RESULTS Athletes with HOC had significantly greater declines in midcingulate CBF subacutely (z = -3.29, p = 0.002) and greater declines in posterior cingulate CBF at 1 year after RTP (z = -2.42, p = 0.007). No significant effects of HOC were seen for FA, whereas athletes with HOC had higher MD of the splenium at RTP (z = 2.54, p = 0.008). These effects were seen in the absence of significant differences in SCAT domains (|z| ≤ 1.14, p ≥ 0.256) or time to RTP (z = 0.23, p = 0.818). DISCUSSION Results indicate subacute and chronic effects of HOC on cingulate CBF and callosal microstructure in the absence of differences in clinical indices. These findings provide new insights into physiologic brain recovery after concussion, with cumulative effects of repeated injury detected among young, healthy athletes.
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Affiliation(s)
- Nathan W Churchill
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Michael G Hutchison
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Simon J Graham
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Tom A Schweizer
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada.
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26
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Yuen NH, Tam F, Churchill NW, Schweizer TA, Graham SJ. Driving With Distraction: Measuring Brain Activity and Oculomotor Behavior Using fMRI and Eye-Tracking. Front Hum Neurosci 2021; 15:659040. [PMID: 34483861 PMCID: PMC8415783 DOI: 10.3389/fnhum.2021.659040] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 06/29/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction Driving motor vehicles is a complex task that depends heavily on how visual stimuli are received and subsequently processed by the brain. The potential impact of distraction on driving performance is well known and poses a safety concern - especially for individuals with cognitive impairments who may be clinically unfit to drive. The present study is the first to combine functional magnetic resonance imaging (fMRI) and eye-tracking during simulated driving with distraction, providing oculomotor metrics to enhance scientific understanding of the brain activity that supports driving performance. Materials and Methods As initial work, twelve healthy young, right-handed participants performed turns ranging in complexity, including simple right and left turns without oncoming traffic, and left turns with oncoming traffic. Distraction was introduced as an auditory task during straight driving, and during left turns with oncoming traffic. Eye-tracking data were recorded during fMRI to characterize fixations, saccades, pupil diameter and blink rate. Results Brain activation maps for right turns, left turns without oncoming traffic, left turns with oncoming traffic, and the distraction conditions were largely consistent with previous literature reporting the neural correlates of simulated driving. When the effects of distraction were evaluated for left turns with oncoming traffic, increased activation was observed in areas involved in executive function (e.g., middle and inferior frontal gyri) as well as decreased activation in the posterior brain (e.g., middle and superior occipital gyri). Whereas driving performance remained mostly unchanged (e.g., turn speed, time to turn, collisions), the oculomotor measures showed that distraction resulted in more consistent gaze at oncoming traffic in a small area of the visual scene; less time spent gazing at off-road targets (e.g., speedometer, rear-view mirror); more time spent performing saccadic eye movements; and decreased blink rate. Conclusion Oculomotor behavior modulated with driving task complexity and distraction in a manner consistent with the brain activation features revealed by fMRI. The results suggest that eye-tracking technology should be included in future fMRI studies of simulated driving behavior in targeted populations, such as the elderly and individuals with cognitive complaints - ultimately toward developing better technology to assess and enhance fitness to drive.
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Affiliation(s)
- Nicole H Yuen
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Fred Tam
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Division of Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
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27
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Concussion Risk and Resilience: Relationships with Pre-Injury Salience Network Connectivity. J Neurotrauma 2021; 38:3097-3106. [PMID: 34314246 DOI: 10.1089/neu.2021.0123] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Concussion is a major health concern, making it critical to identify factors that influence risk and resilience. The salience network (SN) likely plays a key role in concussion risk, given its roles in orienting attention, functional adaptability, and interoceptive awareness. The SN's functions are thought to be mediated through causal control of other networks, including the default mode network (DMN) and executive control network (ECN). It was therefore hypothesized that the SN of at-risk individuals would have altered functional and structural connectivity with the DMN and ECN. For this prospective study, 167 university athletes had baseline clinical assessments and magnetic resonance imaging scans and were monitored for the rest of their varsity career, with any concussions recorded. Athletes concussed in the same season as imaging (CSS; n = 17) and those concussed in later seasons (CLS; n = 15) were matched to controls that were not concussed after imaging. Functional connectivity and white matter fractional anisotropy (FA) were compared between concussed and control groups. Prior to injury, CSS athletes had significantly elevated total symptom severity scores, elevated SN-DMN functional connectivity and reduced FA of connecting white matter tracts, whereas CLS athletes showed no significant clinical or imaging effects. These findings provide new insights into the neurobiology of concussion risk and resilience, as indices of SN-DMN network connectivity are associated with short-term but not long-term concussion risk.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Center of the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Michael G Hutchison
- Keenan Research Center of the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Department of Kinesiology and Physical Education, University of Toronto, Toronto. Ontario, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto. Ontario, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, Ontario, Canada
| | - Tom A Schweizer
- Keenan Research Center of the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
- Department of Neurosurgery, University of Toronto, Toronto. Ontario, Canada
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto. Ontario, Canada
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28
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Abstract
Concussion is associated with significant functional disturbances in the first week post-injury. Computerized neurocognitive testing tools have become widely adopted in concussion management, to identify specific domains of impairment and obtain more objective measures of recovery. Reaction time (RT) slowing is a common sequela of concussion, however, the functional brain networks that underlie RT performance remain under-studied in both healthy and concussed athletic cohorts. This study used blood-oxygenation-level-dependent function magnetic resonance imaging (BOLD fMRI) to evaluate resting brain function of 45 university-level athletes with concussion in the first week post-injury, along with a control cohort of 102 athletes without recent concussion. We evaluated the main effects of concussion and RT on functional connectivity, along with concussion × RT interactions, using multivariate analysis techniques. Concussion was associated with reduced connectivity throughout the brain, whereas RT slowing was associated with elevated connectivity in parietal and temporal regions, for both control and concussed groups. For the concussed group, RT slowing was also associated with disrupted connectivity between fronto-insular and default mode networks. For concussed athletes, the brain networks associated with slower post-injury RT also showed similar but non-significant associations with longitudinal changes in RT performance relative to pre-injury baseline. These study findings provide new insights into the effects of concussion on neurocognitive function and suggest the presence of functional brain networks that are specific to concussion-related RT slowing.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada. .,Neuroscience Research Program, St. Michael's Hospital, ON, Toronto, Canada.
| | - Michael G Hutchison
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Simon J Graham
- Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, ON, Toronto, Canada.,Department of Medical Biophysics, University of Toronto, ON, Toronto, Canada
| | - Tom A Schweizer
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, ON, Toronto, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, ON, Toronto, Canada
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29
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Martini ML, Neifert SN, Shuman WH, Chapman EK, Schüpper AJ, Oermann EK, Mocco J, Todd M, Torner JC, Molyneux A, Mayer S, Roux PL, Vergouwen MDI, Rinkel GJE, Wong GKC, Kirkpatrick P, Quinn A, Hänggi D, Etminan N, van den Bergh WM, Jaja BNR, Cusimano M, Schweizer TA, Suarez JI, Fukuda H, Yamagata S, Lo B, Leonardo de Oliveira Manoel A, Boogaarts HD, Macdonald RL. Rescue therapy for vasospasm following aneurysmal subarachnoid hemorrhage: a propensity score-matched analysis with machine learning. J Neurosurg 2021; 136:134-147. [PMID: 34214980 DOI: 10.3171/2020.12.jns203778] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 12/11/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Rescue therapies have been recommended for patients with angiographic vasospasm (aVSP) and delayed cerebral ischemia (DCI) following subarachnoid hemorrhage (SAH). However, there is little evidence from randomized clinical trials that these therapies are safe and effective. The primary aim of this study was to apply game theory-based methods in explainable machine learning (ML) and propensity score matching to determine if rescue therapy was associated with better 3-month outcomes following post-SAH aVSP and DCI. The authors also sought to use these explainable ML methods to identify patient populations that were more likely to receive rescue therapy and factors associated with better outcomes after rescue therapy. METHODS Data for patients with aVSP or DCI after SAH were obtained from 8 clinical trials and 1 observational study in the Subarachnoid Hemorrhage International Trialists repository. Gradient boosting ML models were constructed for each patient to predict the probability of receiving rescue therapy and the 3-month Glasgow Outcome Scale (GOS) score. Favorable outcome was defined as a 3-month GOS score of 4 or 5. Shapley Additive Explanation (SHAP) values were calculated for each patient-derived model to quantify feature importance and interaction effects. Variables with high SHAP importance in predicting rescue therapy administration were used in a propensity score-matched analysis of rescue therapy and 3-month GOS scores. RESULTS The authors identified 1532 patients with aVSP or DCI. Predictive, explainable ML models revealed that aneurysm characteristics and neurological complications, but not admission neurological scores, carried the highest relative importance rankings in predicting whether rescue therapy was administered. Younger age and absence of cerebral ischemia/infarction were invariably linked to better rescue outcomes, whereas the other important predictors of outcome varied by rescue type (interventional or noninterventional). In a propensity score-matched analysis guided by SHAP-based variable selection, rescue therapy was associated with higher odds of 3-month GOS scores of 4-5 (OR 1.63, 95% CI 1.22-2.17). CONCLUSIONS Rescue therapy may increase the odds of good outcome in patients with aVSP or DCI after SAH. Given the strong association between cerebral ischemia/infarction and poor outcome, trials focusing on preventative or therapeutic interventions in these patients may be most able to demonstrate improvements in clinical outcomes. Insights developed from these models may be helpful for improving patient selection and trial design.
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Affiliation(s)
- Michael L Martini
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - Sean N Neifert
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - William H Shuman
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - Emily K Chapman
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | | | - Eric K Oermann
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - J Mocco
- 1Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - Michael Todd
- 2Department of Anesthesiology, University of Minnesota, Minneapolis, Minnesota
| | - James C Torner
- 3Departments of Epidemiology, Surgery, and Neurosurgery, College of Public Health and Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Andrew Molyneux
- 4Nuffield Department of Surgical Sciences, University of Oxford, United Kingdom
| | - Stephan Mayer
- 5Wayne State University School of Medicine, Detroit, Michigan
| | | | - Mervyn D I Vergouwen
- 7Brain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Gabriel J E Rinkel
- 7Brain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - George K C Wong
- 8Division of Neurosurgery, Prince of Wales Hospital and the Chinese University of Hong Kong, China
| | - Peter Kirkpatrick
- 9University of Cambridge, Nuffield Health Cambridge Hospital, Cambridge, United Kingdom
| | - Audrey Quinn
- 10Department of Anaesthesia, Cheriton House, James Cook University Hospital, Middlesbrough, United Kingdom
| | - Daniel Hänggi
- 11Department of Neurosurgery, Düsseldorf University Hospital, Heinrich-Heine-Universität, Düsseldorf, Germany
| | - Nima Etminan
- 12Department of Neurosurgery, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Walter M van den Bergh
- 13Department of Critical Care, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Blessing N R Jaja
- Divisions of14Neurosurgery and.,15Neurology, St. Michael's Hospital, Toronto, Ontario.,16Neuroscience Research Program, Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St. Michael's Hospital, Department of Surgery, University of Toronto, Ontario
| | - Michael Cusimano
- 17Education and Public Health, St. Michael's Hospital, University of Toronto, Keenan Research Centre and Li Ka Shing Knowledge Institute, Toronto, Ontario, Canada
| | - Tom A Schweizer
- 16Neuroscience Research Program, Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute, St. Michael's Hospital, Department of Surgery, University of Toronto, Ontario
| | - Jose I Suarez
- 18Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hitoshi Fukuda
- 19Department of Neurosurgery, Kurashiki Central Hospital, Kurashiki-city, Okayama, Japan
| | - Sen Yamagata
- 19Department of Neurosurgery, Kurashiki Central Hospital, Kurashiki-city, Okayama, Japan
| | - Benjamin Lo
- 20Department of Neurosurgery, Lenox Hill Hospital, New York, New York
| | | | - Hieronymus D Boogaarts
- 22Department of Neurosurgery, Radboud University Medical Center, Nijmegen, The Netherlands; and
| | - R Loch Macdonald
- 23University of California San Francisco, Fresno Campus, University Neurosciences Institutes, Fresno, California
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30
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Lin Z, Tam F, Churchill NW, Lin FH, MacIntosh BJ, Schweizer TA, Graham SJ. Trail Making Test Performance Using a Touch-Sensitive Tablet: Behavioral Kinematics and Electroencephalography. Front Hum Neurosci 2021; 15:663463. [PMID: 34276323 PMCID: PMC8281242 DOI: 10.3389/fnhum.2021.663463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/28/2021] [Indexed: 12/04/2022] Open
Abstract
The Trail Making Test (TMT) is widely used to probe brain function and is performed with pen and paper, involving Parts A (linking numbers) and B (alternating between linking numbers and letters). The relationship between TMT performance and the underlying brain activity remains to be characterized in detail. Accordingly, sixteen healthy young adults performed the TMT using a touch-sensitive tablet to capture enhanced performance metrics, such as the speed of linking movements, during simultaneous electroencephalography (EEG). Linking and non-linking periods were derived as estimates of the time spent executing and preparing movements, respectively. The seconds per link (SPL) was also used to quantify TMT performance. A strong effect of TMT Part A and B was observed on the SPL value as expected (Part B showing increased SPL value); whereas the EEG results indicated robust effects of linking and non-linking periods in multiple frequency bands, and effects consistent with the underlying cognitive demands of the test.
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Affiliation(s)
- Zhongmin Lin
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Fred Tam
- Physical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada
| | - Fa-Hsuan Lin
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Physical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Bradley J MacIntosh
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Physical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Division of Neurosurgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Physical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
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31
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Insular Connectivity Is Associated With Self-Appraisal of Cognitive Function After a Concussion. Front Neurol 2021; 12:653442. [PMID: 34093401 PMCID: PMC8175663 DOI: 10.3389/fneur.2021.653442] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/29/2021] [Indexed: 11/13/2022] Open
Abstract
Concussion is associated with acute cognitive impairments, with declines in processing speed and reaction time being common. In the clinical setting, these issues are identified via symptom assessments and neurocognitive test (NCT) batteries. Practice guidelines recommend integrating both symptoms and NCTs into clinical decision-making, but correlations between these measures are often poor. This suggests that many patients experience difficulties in the self-appraisal of cognitive issues. It is presently unclear what neural mechanisms give rise to appraisal mismatch after a concussion. One promising target is the insula, which regulates aspects of cognition, particularly interoception and self-monitoring. The present study tested the hypothesis that appraisal mismatch is due to altered functional connectivity of the insula to frontal and midline structures, with hypo-connectivity leading to under-reporting of cognitive issues and hyper-connectivity leading to over-reporting. Data were collected from 59 acutely concussed individuals and 136 normative controls, including symptom assessments, NCTs and magnetic resonance imaging (MRI) data. Analysis of resting-state functional MRI supported the hypothesis, identifying insular networks that were associated with appraisal mismatch in concussed athletes that included frontal, sensorimotor, and cingulate connections. Subsequent analysis of diffusion tensor imaging also determined that symptom over-reporting was associated with reduced fractional anisotropy and increased mean diffusivity of posterior white matter. These findings provide new insights into the mechanisms of cognitive appraisal mismatch after a concussion. They are of particular interest given the central role of symptom assessments in the diagnosis and clinical management of concussion.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada
| | - Michael G Hutchison
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials and Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Disturbances in Brain Physiology Due to Season Play: A Multi-Sport Study of Male and Female University Athletes. Front Physiol 2021; 12:653603. [PMID: 33868020 PMCID: PMC8044759 DOI: 10.3389/fphys.2021.653603] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/01/2021] [Indexed: 11/16/2022] Open
Abstract
High-performance university athletes experience frequent exertion, resulting in disrupted biological homeostasis, but it is unclear to what extent brain physiology is affected. We examined whether athletes without overtraining symptoms show signs of increased neurophysiological stress over the course of a single athletic season, and whether the effects are modified by demographic factors of age, sex and concussion history, and sport-related factors of contact exposure and season length. Fifty-three university-level athletes were recruited from multiple sports at a single institution and followed longitudinally from beginning of season (BOS) to end of season (EOS) and 1 month afterwards, with a subset followed up at the subsequent beginning of season. MRI was used to comprehensively assess white matter (WM) diffusivity, cerebral blood flow (CBF), and brain activity, while overtraining symptoms were assessed with Hooper’s Index (HI). Although athletes did not report increased HI scores, they showed significantly increased white matter diffusivity and decreased CBF at EOS and 1 month afterwards, with recovery at follow-up. Global brain activity was not significantly altered though, highlighting the ability of the brain to adapt to exercise-related stressors. Male athletes had greater white matter diffusivity at EOS, but female athletes had greater declines in CBF at 1 month afterwards. Post-season changes in MRI measures were not related to change in HI score, age, concussion history, contact exposure, or length of athletic season. Hence, the brain shows substantial but reversible neurophysiological changes due to season play in the absence of overtraining symptoms, with effects that are sex-dependent but otherwise insensitive to demographic variations. These findings provide new insights into the effects of training and competitive play on brain health.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada
| | - Michael G Hutchison
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials & Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Long-term changes in the small-world organization of brain networks after concussion. Sci Rep 2021; 11:6862. [PMID: 33767293 PMCID: PMC7994718 DOI: 10.1038/s41598-021-85811-4] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 03/04/2021] [Indexed: 11/09/2022] Open
Abstract
There is a growing body of literature using functional MRI to study the acute and long-term effects of concussion on functional brain networks. To date, studies have largely focused on changes in pairwise connectivity strength between brain regions. Less is known about how concussion affects whole-brain network topology, particularly the “small-world” organization which facilitates efficient communication at both local and global scales. The present study addressed this knowledge gap by measuring local and global efficiency of 26 concussed athletes at acute injury, return to play (RTP) and one year post-RTP, along with a cohort of 167 athletic controls. On average, concussed athletes showed no alterations in local efficiency but had elevated global efficiency at acute injury, which had resolved by RTP. Athletes with atypically long recovery, however, had reduced global efficiency at 1 year post-RTP, suggesting long-term functional abnormalities for this subgroup. Analyses of nodal efficiency further indicated that global network changes were driven by high-efficiency visual and sensorimotor regions and low-efficiency frontal and subcortical regions. This study provides evidence that concussion causes subtle acute and long-term changes in the small-world organization of the brain, with effects that are related to the clinical profile of recovery.
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Affiliation(s)
- N W Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada. .,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.
| | - M G Hutchison
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - S J Graham
- Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Science Center, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - T A Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, ON, Canada
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Lin Z, Tam F, Churchill NW, Schweizer TA, Graham SJ. Tablet Technology for Writing and Drawing during Functional Magnetic Resonance Imaging: A Review. Sensors (Basel) 2021; 21:s21020401. [PMID: 33430023 PMCID: PMC7826671 DOI: 10.3390/s21020401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/31/2020] [Accepted: 01/04/2021] [Indexed: 12/23/2022]
Abstract
Functional magnetic resonance imaging (fMRI) is a powerful modality to study brain activity. To approximate naturalistic writing and drawing behaviours inside the scanner, many fMRI-compatible tablet technologies have been developed. The digitizing feature of the tablets also allows examination of behavioural kinematics with greater detail than using paper. With enhanced ecological validity, tablet devices have advanced the fields of neuropsychological tests, neurosurgery, and neurolinguistics. Specifically, tablet devices have been used to adopt many traditional paper-based writing and drawing neuropsychological tests for fMRI. In functional neurosurgery, tablet technologies have enabled intra-operative brain mapping during awake craniotomy in brain tumour patients, as well as quantitative tremor assessment for treatment outcome monitoring. Tablet devices also play an important role in identifying the neural correlates of writing in the healthy and diseased brain. The fMRI-compatible tablets provide an excellent platform to support naturalistic motor responses and examine detailed behavioural kinematics.
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Affiliation(s)
- Zhongmin Lin
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON M5G 1L7, Canada;
| | - Fred Tam
- Physical Sciences, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada;
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON M5B 1T8, Canada; (N.W.C.); (T.A.S.)
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON M5B 1T8, Canada; (N.W.C.); (T.A.S.)
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - Simon J. Graham
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON M5G 1L7, Canada;
- Physical Sciences, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada;
- Correspondence:
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Atayde AL, Fischer CE, Schweizer TA, Munoz DG. Sleep disturbances in cognitively asymptomatic patients with histopathologically confirmed AD predict rapid cognitive deterioration. Alzheimers Dement 2020. [DOI: 10.1002/alz.039472] [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: 11/12/2022]
Affiliation(s)
- Adrienne Lloyd Atayde
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
| | - Corinne E. Fischer
- University of Toronto Toronto ON Canada
- St. Michael's Hospital Toronto ON Canada
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
- Faculty of Medicine, Department of Psychiatry University of Toronto Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
| | - Tom A. Schweizer
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
- Division of Neurosurgery, Faculty of Medicine University of Toronto Toronto ON Canada
- Division of Neurosurgery St. Michael’s Hospital Toronto ON Canada
| | - David G. Munoz
- University of Toronto Toronto ON Canada
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
- Division of Pathology St. Michael’s Hospital Toronto ON Canada
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Dissanayake AS, Bowie CR, Butters MA, Flint A, Gallagher D, Golas AC, Herrmann N, Kennedy JL, Kumar S, Lanctot KL, Mah L, Mulsant BH, Pollock BG, Rajji TK, Schweizer TA, Munoz DG, Fischer CE. Does sex impact neuropsychiatric symptom burden in APOε4 carriers with at‐risk cognitive conditions? Alzheimers Dement 2020. [DOI: 10.1002/alz.047038] [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: 11/06/2022]
Affiliation(s)
- Andrew S Dissanayake
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
| | - Christopher R Bowie
- Centre for Addiction and Mental Health Toronto ON Canada
- Queen's University Kingston ON Canada
| | - Meryl A Butters
- University of Pittsburgh, School of Medicine Pittsburgh PA USA
| | - Alastair Flint
- Centre for Mental Health University Health Network Toronto ON Canada
| | - Damien Gallagher
- University of Toronto Toronto ON Canada
- Sunnybrook Health Sciences Centre Toronto ON Canada
| | - Angela C Golas
- Centre for Addiction and Mental Health Toronto ON Canada
- University of Toronto Toronto ON Canada
- St. Michael's Hospital Toronto ON Canada
| | - Nathan Herrmann
- University of Toronto Toronto ON Canada
- Sunnybrook Health Sciences Centre Toronto ON Canada
| | | | - Sanjeev Kumar
- Centre for Addiction and Mental Health Toronto ON Canada
| | - Krista L Lanctot
- University of Toronto Toronto ON Canada
- Neuropsychopharmacology Research Group Sunnybrook Research Institute Toronto ON Canada
| | - Linda Mah
- University of Toronto Toronto ON Canada
- Rotman Research Institute Baycrest Health Science Centre Toronto ON Canada
| | - Benoit H Mulsant
- Centre for Addiction and Mental Health Toronto ON Canada
- University of Toronto Toronto ON Canada
| | - Bruce G Pollock
- Campbell Family Mental Health Research Institute Division of Geriatric Psychiatry Centre for Addiction and Mental Health Toronto ON Canada
| | - Tarek K Rajji
- Centre for Addiction and Mental Health Toronto ON Canada
- University of Toronto Toronto ON Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
- University of Toronto Toronto ON Canada
| | - David G Munoz
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
- University of Toronto Toronto ON Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
- University of Toronto Toronto ON Canada
- St. Michael's Hospital Toronto ON Canada
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Venkatesh S, Bahsoun M, Arezza G, Digregorio J, Schweizer TA, Churchill NW, Munoz DG, Fischer CE, Khademi A. White matter texture abnormalities are associated with delusional severity in a cognitively mixed sample of older adults. Alzheimers Dement 2020. [DOI: 10.1002/alz.038868] [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)
- Saanika Venkatesh
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
| | - Mohamad‐Ali Bahsoun
- Ryerson University IAMLAB, Department of Electrical, Computer and Biomedical Engineering Toronto ON Canada
| | - Giordano Arezza
- Ryerson University IAMLAB, Department of Electrical, Computer and Biomedical Engineering Toronto ON Canada
| | - Justin Digregorio
- Ryerson University IAMLAB, Department of Electrical, Computer and Biomedical Engineering Toronto ON Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
| | - Nathan W Churchill
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Research St. Michael’s Hospital Toronto ON Canada
| | - April Khademi
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute St. Michael’s Hospital Toronto ON Canada
- Ryerson University IAMLAB, Department of Electrical, Computer and Biomedical Engineering Toronto ON Canada
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Talwar NA, Churchill NW, Hird MA, Pshonyak I, Fischer CE, Graham SJ, Schweizer TA. Effects of mild cognitive impairment on brain function during distracted driving. Alzheimers Dement 2020. [DOI: 10.1002/alz.043494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Natasha A. Talwar
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital Toronto ON Canada
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital Toronto ON Canada
| | - Megan A. Hird
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital Toronto ON Canada
| | - Iryna Pshonyak
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital Toronto ON Canada
| | | | - Simon J. Graham
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute Toronto ON Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Research, St. Michael’s Hospital Toronto ON Canada
- Division of Neurosurgery St. Michael’s Hospital Toronto ON Canada
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Mundluru J, Subhan A, Lo TWB, Churchill N, Fornazzari L, Munoz DG, Schweizer TA, Fischer CE. Neuropsychiatric Presentations due to Traumatic Brain Injury in Cognitively Normal Older Adults. J Neurotrauma 2020; 38:566-572. [PMID: 32977734 DOI: 10.1089/neu.2020.7282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Neuropsychiatric symptoms (NPS) are common sequelae of traumatic brain injuries (TBI) among adults. However, little is known about NPS associated with a history of TBI in adults relative to adults without a history of TBI and to what extent NPS may be modulated by sex and other factors. Using the National Alzheimer's Coordinating Center Uniform Data Set, we examined the association between Neuropsychiatric Inventory-Questionnaire (NPI-Q) scores in cognitively normal older adults with and without a history of TBI. A binomial logistic regression model was used to examine NPI-Q domains in adults with a history of TBI (n = 266) versus without a history of TBI (n = 1508). History of TBI, sex, age, and body mass index were used as covariates. Adults with a history of TBI had a greater probability of exhibiting agitation, anxiety, apathy, disinhibition and aberrant motor behavior relative to adults without a history of TBI. In terms of sex differences, males with and without a history of TBI had an increased likelihood of agitation, apathy, disinhibition, and apnea, whereas females had an increased likelihood of anxiety and insomnia relative to males. Our study confirms that history of TBI is associated with an increased prevalence of specific NPS, including agitation, anxiety, apathy, disinhibition, and aberrant motor behavior. Given that the aforementioned NPS are linked through different pathways, damage to any of them may cause an alteration in behavior. As well, NPS appear to be modulated by sex, with symptoms differing between males and females. Our research suggests future studies examining NPS sequelae of TBI should adjust for sex.
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Affiliation(s)
- Jahnavi Mundluru
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Abdul Subhan
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Tsz Wai Bentley Lo
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Nathan Churchill
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Luis Fornazzari
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - David G Munoz
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Department of Pathology, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Tom A Schweizer
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Corinne E Fischer
- Keenan Research Center for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Cerebrovascular Reactivity After Sport Concussion: From Acute Injury to 1 Year After Medical Clearance. Front Neurol 2020; 11:558. [PMID: 32760336 PMCID: PMC7371921 DOI: 10.3389/fneur.2020.00558] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 05/15/2020] [Indexed: 01/26/2023] Open
Abstract
Neuroimaging has identified significant disturbances in cerebrovascular reactivity (CVR) in the early symptomatic phase of sport-related concussion. However, less is known about how whole-brain alterations in CVR evolve after concussion and whether they remain present beyond medical clearance to return to play (RTP). In the present study, CVR was evaluated using blood-oxygenation-level-dependent functional magnetic resonance imaging (BOLD fMRI) during a respiratory challenge. Imaging data were collected for 110 university-level athletes, including 39 concussed athletes and 71 athletic controls. The concussed athletes were imaged at the acute phase of injury (1–7 days post-injury), the subacute phase (8-14 days post-injury), medical clearance to RTP, 1 month post-RTP, and 1 year post-RTP. Enhanced negative BOLD response to controlled breathing was seen at acute injury, with attenuation of the effect mainly occurring by 1 year post-RTP. Secondary analyses showed that greater symptom severity and prolonged recovery were associated with enhanced BOLD response in the acute phase of injury, but a more attenuated BOLD response in the subacute phase. This study provides novel information characterizing the CVR response after concussion and shows CVR to be a sensitive technique for evaluating long-term brain recovery.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada
| | - Michael G Hutchison
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Physical Sciences Platform, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery) University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials & Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
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Koo KYG, Schweizer TA, Fischer CE, Munoz DG. Abnormal Sleep Behaviours Across the Spectrum of Alzheimer's Disease Severity: Influence of APOE Genotypes and Lewy Bodies. Curr Alzheimer Res 2020; 16:243-250. [PMID: 30605058 DOI: 10.2174/1567205016666190103161034] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 12/24/2018] [Accepted: 01/03/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND The Apolipoprotein (APOE) ε4 allele is a well-known risk factor for Alzheimer's Disease (AD), and sleep disturbances are commonly associated with AD. However, few studies have investigated the relationship between APOE ε4 and abnormal sleep patterns (N+) in AD. OBJECTIVE To examine the relationship between APOE genotype, Lewy body pathology, and abnormal sleep patterns in a large group of subjects with known AD load evaluated upon autopsy. METHOD Data from 2,368 cases obtained from the National Alzheimer's Coordinating Centre database were categorized as follows: Braak Stage V/VI and CERAD frequent neuritic plaques as high load AD, Braak Stage III/IV and moderate CERAD as intermediate load AD, and Braak Stage 0/I/II and infrequent CERAD as no to low load AD. Cases discrepant between the two measures were discarded. RESULTS Disrupted sleep was more frequent in males (42.4%) compared to females (35.1%), and in carriers (42.3%) as opposed to non-carriers (36.5%) of ε4. Amongst female subjects with high AD load and Lewy body pathology, homozygous (ε4/ε4) carriers experienced disrupted sleep more often compared with heterozygous (ε4/x) or non-carriers of ε4. Such recessive, gender-specific, and Lewy body association is reminiscent of the ε4 effect on psychosis in AD. However, such association was lost after adjusting for covariates. In subjects with no to low AD pathology, female ε4 carriers had significantly more nighttime disturbances than non-carriers; this effect is independent of the presence of Lewy body pathology. CONCLUSION The influence of APOE ε4 on sleep disturbances is dependent on gender and severity of AD load.
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Affiliation(s)
- Ka Yi G Koo
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria Street, Toronto, ON, M5B 1T8, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria Street, Toronto, ON, M5B 1T8, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, M5S 1A8, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON, M5S 1A8, Canada.,Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, ON, M5S 1A8, Canada.,Division of Neurosurgery, St. Michael's Hospital, Toronto, ON, M5B 1W8, Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria Street, Toronto, ON, M5B 1T8, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, ON, M5S 1A8, Canada.,Faculty of Medicine, Department of Psychiatry, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - David G Munoz
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria Street, Toronto, ON, M5B 1T8, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, ON, Canada.,Division of Pathology, St. Michael's Hospital, Toronto, ON, Canada
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Fischer CE, Kortebi I, Karameh WK, Kumar S, Gallagher D, Golas A, Munoz D, Barfett J, Butters MA, Bowie CR, Flint A, Rajji T, Herrmann N, Pollock BG, Mulsant B, Schweizer TA, Mah L. Examining the Link Between Cardiovascular Risk Factors and Neuropsychiatric Symptoms in Mild Cognitive Impairment and Major Depressive Disorder in Remission. J Alzheimers Dis 2020; 67:1305-1311. [PMID: 30741676 DOI: 10.3233/jad-181099] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Cardiovascular risk factors (CVRFs) have been linked to both depression and cognitive decline but their role in neuropsychiatric symptoms (NPS) has yet to be clarified. OBJECTIVE Understanding the role of CVRFs in the etiology of NPS for prospective treatments and preventive strategies to minimize these symptoms. METHODS We examined the distribution of NPS using the Neuropsychiatric Inventory (NPI) scores in three cohorts from the Prevention of Alzheimer's Dementia with Cognitive Remediation Plus Transcranial Direct Current Stimulation in Mild Cognitive Impairment and Depression (PACt-MD) study: older patients with a lifetime history of major depressive disorder (MDD) in remission, patients with mild cognitive impairment (MCI), and patients with combined MCI and MDD. We also examined the link between individual NPS and CVRFs, Framingham risk score, and Hachinski ischemic score in a combined sample. RESULTS Analyses were based on a sample of 140 subjects, 70 with MCI, 38 with MCI plus MDD, and 32 with MDD. There was no effect of age, gender, education, cognition, or CVRFs on the presence (NPI >1) or absence (NPI = 0) of NPS. Depression was the most prevalent affective NPS domain followed by night-time behaviors and appetite changes across all three diagnostic groups. Agitation and aggression correlated negatively while anxiety, disinhibition, night-time behaviors, and irritability correlated positively with CVRFs (all p-values <0.05). Other NPS domains showed no significant association with CVRFs. CONCLUSION CVRFs are significantly associated with individual NPI sub-scores but not with total NPI scores, suggesting that different pathologies may contribute to different NPS domains.
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Affiliation(s)
- Corinne E Fischer
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Keenan Research Centre for Biomedical Research, St. Michael's Hospital, Toronto, Canada
| | | | - Wael K Karameh
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Addiction and Mental Health, Toronto, Canada.,St. Michael's Hospital, Toronto, Canada
| | - Sanjeev Kumar
- Centre for Addiction and Mental Health, Toronto, Canada
| | - Damien Gallagher
- University of Toronto, Toronto, Canada.,Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Angela Golas
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Addiction and Mental Health, Toronto, Canada.,St. Michael's Hospital, Toronto, Canada
| | - David Munoz
- Keenan Research Centre for Biomedical Research, St. Michael's Hospital, Toronto, Canada.,University of Toronto, Toronto, Canada
| | - Joseph Barfett
- Keenan Research Centre for Biomedical Research, St. Michael's Hospital, Toronto, Canada.,St. Michael's Hospital, Toronto, Canada
| | - Meryl A Butters
- Department of Psychiatry, University of Pittsburgh School of Medicine, USA
| | - Christopher R Bowie
- Centre for Addiction and Mental Health, Toronto, Canada.,Queen's University, Kingston, Canada
| | - Alastair Flint
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Mental Health, University Health Network, Toronto, Canada
| | - Tarek Rajji
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Addiction and Mental Health, Toronto, Canada
| | - Nathan Herrmann
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Bruce G Pollock
- Campbell Family Mental Health Research Institute, Division of Geriatric Psychiatry, Centre for Addiction and Mental Health, Toronto, Canada
| | - Benoit Mulsant
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Addiction and Mental Health, Toronto, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Research, St. Michael's Hospital, Toronto, Canada.,University of Toronto, Toronto, Canada
| | - Linda Mah
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Rotman Research Institute, Baycrest Health Sciences Centre, Toronto, Canada
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Hamer J, Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Sex Differences in Cerebral Blood Flow Associated with a History of Concussion. J Neurotrauma 2020; 37:1197-1203. [DOI: 10.1089/neu.2019.6800] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Julia Hamer
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, Ontario, Canada
- University of Sydney, Sydney, Australia
| | - Nathan W. Churchill
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, Ontario, Canada
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Michael G. Hutchison
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, Ontario, Canada
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, Ontario, Canada
| | - Simon J. Graham
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Tom A. Schweizer
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, Ontario, Canada
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Ontario, Canada
- Faculty of Medicine (Neurosurgery) University of Toronto, Toronto, Ontario, Canada
- The Institute of Biomaterials and Biomedical Engineering (IBBME) at the University of Toronto, Ontario, Canada
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44
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Talwar N, Churchill NW, Hird MA, Tam F, Graham SJ, Schweizer TA. Functional magnetic resonance imaging of the trail-making test in older adults. PLoS One 2020; 15:e0232469. [PMID: 32396540 PMCID: PMC7217471 DOI: 10.1371/journal.pone.0232469] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 04/15/2020] [Indexed: 11/19/2022] Open
Abstract
The trail-making test (TMT) is a popular neuropsychological test, which is used extensively to measure cognitive impairment associated with neurodegenerative disorders in older adults. Behavioural performance on the TMT has been investigated in older populations, but there is limited research on task-related brain activity in older adults. The current study administered a naturalistic version of the TMT to a healthy older-aged population in an MRI environment using a novel, MRI-compatible tablet. Functional MRI was conducted during task completion, allowing characterization of the brain activity associated with the TMT. Performance on the TMT was evaluated using number of errors and seconds per completion of each link. Results are reported for 36 cognitively healthy older adults between the ages of 52 and 85. Task-related activation was observed in extensive regions of the bilateral frontal, parietal, temporal and occipital lobes as well as key motor areas. Increased age was associated with reduced brain activity and worse task performance. Specifically, older age was correlated with decreased task-related activity in the bilateral occipital, temporal and parietal lobes. These results suggest that healthy older aging significantly affects brain function during the TMT, which consequently may result in performance decrements. The current study reveals the brain activation patterns underlying TMT performance in a healthy older aging population, which functions as an important, clinically-relevant control to compare to pathological aging in future investigations.
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Affiliation(s)
- Natasha Talwar
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Canada
| | - Nathan W. Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Canada
| | - Megan A. Hird
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Canada
| | - Fred Tam
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada
| | - Simon J. Graham
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Scale-free functional brain dynamics during recovery from sport-related concussion. Hum Brain Mapp 2020; 41:2567-2582. [PMID: 32348019 PMCID: PMC7294069 DOI: 10.1002/hbm.24962] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/06/2020] [Accepted: 02/12/2020] [Indexed: 11/24/2022] Open
Abstract
Studies using blood‐oxygenation‐level‐dependent functional magnetic resonance imaging (BOLD fMRI) have characterized how the resting brain is affected by concussion. The literature to date, however, has largely focused on measuring changes in the spatial organization of functional brain networks. In the present study, changes in the temporal dynamics of BOLD signals are examined throughout concussion recovery using scaling (or fractal) analysis. Imaging data were collected for 228 university‐level athletes, 61 with concussion and 167 athletic controls. Concussed athletes were scanned at the acute phase of injury (1–7 days postinjury), the subacute phase (8–14 days postinjury), medical clearance to return to sport (RTS), 1 month post‐RTS and 1 year post‐RTS. The wavelet leader multifractal approach was used to assess scaling (c1) and multifractal (c2) behavior. Significant longitudinal changes were identified for c1, which was lowest at acute injury, became significantly elevated at RTS, and returned near control levels by 1 year post‐RTS. No longitudinal changes were identified for c2. Secondary analyses showed that clinical measures of acute symptom severity and time to RTP were related to longitudinal changes in c1. Athletes with both higher symptoms and prolonged recovery had elevated c1 values at RTS, while athletes with higher symptoms but rapid recovery had reduced c1 at acute injury. This study provides the first evidence for long‐term recovery of BOLD scale‐free brain dynamics after a concussion.
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Affiliation(s)
- Nathan W Churchill
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, Canada
| | - Michael G Hutchison
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, Canada
| | - Simon J Graham
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada.,Department of Medical Biophysics, University of Toronto Faculty of Medicine, Toronto, Canada
| | - Tom A Schweizer
- Neuroscience Research Program, St. Michael's Hospital, Toronto, Canada.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Neurometabolites and sport-related concussion: From acute injury to one year after medical clearance. Neuroimage Clin 2020; 27:102258. [PMID: 32388345 PMCID: PMC7215245 DOI: 10.1016/j.nicl.2020.102258] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 01/20/2020] [Revised: 03/25/2020] [Accepted: 04/09/2020] [Indexed: 01/21/2023]
Abstract
Sport-related concussion is associated with acute disturbances in neurometabolic function, with effects that may last weeks to months after injury. However, is presently unknown whether these disturbances resolve at medical clearance to return to play (RTP) or continue to evolve over longer time intervals. Moreover, little is known about how these neurometabolic changes correlate with other measures of brain physiology. In this study, these gaps were addressed by evaluating ninety-nine (99) university-level athletes, including 33 with sport-related concussion and 66 without recent injury, using multi-parameter magnetic resonance imaging (MRI), which included single-voxel spectroscopy (SVS), diffusion tensor imaging (DTI) and resting-state functional MRI (fMRI). The concussed athletes were scanned at the acute phase of injury (27/33 imaged), medical clearance to RTP (25/33 imaged), one month post-RTP (25/33 imaged) and one year post-RTP (13/33 imaged). We measured longitudinal changes in N-acetyl aspartate (NAA) and myo-inositol (Ins), over the course of concussion recovery. Concussed athletes showed no significant abnormalities or longitudinal change in NAA values, whereas Ins was significantly elevated at RTP and one month later. Interestingly, Ins response was attenuated by a prior history of concussion. Subsequent analyses identified significant associations between Ins values, DTI measures of white matter microstructure and fMRI measures of functional connectivity. These associations varied over the course of concussion recovery, suggesting that elevated Ins values at RTP and beyond reflect distinct changes in brain physiology, compared to acute injury. These findings provide novel information about neurometabolic recovery after a sport-related concussion, with evidence of disturbances that persist beyond medical clearance to RTP.
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Affiliation(s)
- Nathan W Churchill
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, ON, Canada; Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.
| | - Michael G Hutchison
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, ON, Canada; Faculty of Kinesiology and Physical Education, University of Toronto, ON, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada; Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Tom A Schweizer
- Keenan Research Centre of the Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, ON, Canada; Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada; Faculty of Medicine (Neurosurgery) University of Toronto, Toronto, ON, Canada; The Institute of Biomaterials & Biomedical Engineering (IBBME) at the University of Toronto, Toronto, ON, Canada
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Baseline vs. cross-sectional MRI of concussion: distinct brain patterns in white matter and cerebral blood flow. Sci Rep 2020; 10:1643. [PMID: 32015365 PMCID: PMC6997378 DOI: 10.1038/s41598-020-58073-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 01/08/2020] [Indexed: 12/14/2022] Open
Abstract
Neuroimaging has been used to describe the pathophysiology of sport-related concussion during early injury, with effects that may persist beyond medical clearance to return-to-play (RTP). However, studies are typically cross-sectional, comparing groups of concussed and uninjured athletes. It is important to determine whether these findings are consistent with longitudinal change at the individual level, relative to their own pre-injury baseline. A cohort of N = 123 university-level athletes were scanned with magnetic resonance imaging (MRI). Of this group, N = 12 acquired a concussion and were re-scanned at early symptomatic injury and at RTP. A sub-group of N = 44 uninjured athletes were also re-imaged, providing a normative reference group. Among concussed athletes, abnormalities were identified for white matter fractional anisotropy and mean diffusivity, along with grey matter cerebral blood flow, using both cross-sectional (CS) and longitudinal (LNG) approaches. The spatial patterns of abnormality for CS and LNG were distinct, with median fractional overlap below 0.10 and significant differences in the percentage of abnormal voxels. However, the analysis methods did not differ in the amount of change from symptomatic injury to RTP and in the direction of observed abnormalities. These results highlight the impact of using pre-injury baseline data when evaluating concussion-related brain abnormalities at the individual level.
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Affiliation(s)
- Nathan W Churchill
- Neuroscience Research Program, St. Michael's Hospital, Toronto ON, M5B 1M8, Canada. .,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto ON, M5B 1M8, Canada.
| | - Michael G Hutchison
- Neuroscience Research Program, St. Michael's Hospital, Toronto ON, M5B 1M8, Canada.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto ON, M5B 1M8, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto ON, M5S 2C9, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Toronto ON, M5G 1L7, Canada.,Sunnybrook Research Institute, Sunnybrook Hospital, Toronto ON, M4N 3M5, Canada
| | - Tom A Schweizer
- Neuroscience Research Program, St. Michael's Hospital, Toronto ON, M5B 1M8, Canada.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto ON, M5B 1M8, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto ON, M5T 1P5, Canada
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48
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Ledger C, Karameh WK, Munoz DG, Fischer CE, Schweizer TA. Gender role in sleep disturbances among older adults with traumatic brain injury. Int Rev Psychiatry 2020; 32:39-45. [PMID: 31544552 PMCID: PMC7255060 DOI: 10.1080/09540261.2019.1657384] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 07/01/2019] [Accepted: 08/14/2019] [Indexed: 10/25/2022]
Abstract
Older adults are particularly vulnerable to poor long-term outcomes, and the rate of TBI in this group is increasing. Studies have shown females experience worse outcomes from TBI than males, however this research has been limited. The aim of this study is to examine gender effects on the frequency of sleep disturbances in older adults post-TBI. An analysis was conducted on data obtained from the National Alzheimer's Coordinating Center (NACC) Uniform Data Set. A total of 405 patients greater than 60 years of age were examined. Sleep disturbances were measured using the Nighttime Behavioural Disturbances domain of the Neuropsychiatric Inventory-Questionnaire (NPI-Q). A significant difference (p = 0.025) in reported sleep disturbance was identified in the female TBI population relative to the female non-TBI population. In the male non-TBI group, 14.8% (n = 12) experienced nighttime disturbances while 19.8% (n = 17) of those with TBI experienced nighttime disturbances. This difference was not significant (p = 0.305). These results suggest there is a greater impact from traumatic brain injury on sleep disturbances in older females than males. Further research examining gender differences in older adults related to neuropsychiatric outcomes of TBI should be considered given the implications for treatment.
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Affiliation(s)
- Conor Ledger
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Wael K. Karameh
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
- Faculty of Medicine, Division of Geriatric Psychiatry, Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Toronto, Canada
| | - David G. Munoz
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Division of Pathology, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Corinne E. Fischer
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
- Faculty of Medicine, Division of Geriatric Psychiatry, Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Tom A. Schweizer
- Keenan Research Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Faculty of Medicine, Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Ontario, Canada
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Affiliation(s)
| | - Tom A Schweizer
- Neuroscience Research Program, Li Ka Shing Knowledge Institute, Institute of Medical Science (T.A.S.)
| | - R Loch Macdonald
- Division of Neurosurgery, Departments of Surgery and Physiology, Keenan Research Centre for Biomedical Science, St Michael's Hospital, University of Toronto, Ontario, Canada (R.L.M.)
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Atayde AL, Fischer CE, Schweizer TA, Munoz DG. Neuropsychiatric Inventory-Assessed Nighttime Behavior Accompanies, but Does Not Precede, Progressive Cognitive Decline Independent of Alzheimer's Disease Histopathology. J Alzheimers Dis 2020; 74:839-850. [PMID: 32116249 DOI: 10.3233/jad-190907] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The relationship between sleep, neuropathology, and clinical manifestations of Alzheimer's disease (AD) remains controversial. OBJECTIVE To determine whether nighttime behaviors (NTB) are associated with the development of AD histopathology or cognitive decline. METHODS We compared NTB prevalence in subjects with or without AD lesions, and with or without progressive cognitive decline. Subjects with either absent or severe plaques and tangles were identified from the National Alzheimer's Disease Coordinating Center data sets and classified as cognitively declining if the standard deviation from their individual mean Mini-Mental Status Examination score was ≥2, and stable if <2 regardless of their initial score. NTB was assessed using the Neuropsychiatric Inventory Questionnaire Quick Version (NPI-Q). RESULTS NTB was significantly greater in decliners than stable subjects in the group with severe histopathology as determined by frequent plaques (p = 0.003) or high Braak stage (p = 0.002). A similar significant trend was observed in subjects with absent plaques (p = 0.019) or tangles (p = 0.006). The prevalence of NTB was comparable between stable AD and non-AD subjects. NTB severity scores showed a similar pattern. CONCLUSION The development of NTB as assessed by NPI-Q in subjects with or without AD lesions occurred concurrently with cognitive decline. Among cognitively stable subjects, the presence of AD histopathology did not alter NTB prevalence. Thus, NTB disruptions at the gross granularity level assessed by NPI-Q were much more closely related to cognitive decline than the formation of pathological lesions. Factors other than AD histopathology may mediate the association between NTB and cognitive decline.
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Affiliation(s)
- Adrienne L Atayde
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Tom A Schweizer
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Canada
- Department of Surgery, Division of Neurosurgery, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Canada
| | - David G Munoz
- Keenan Research Centre for Biomedical Research, the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Division of Pathology, St. Michael's Hospital, Toronto, Canada
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