Please use this identifier to cite or link to this item: https://ahro.austin.org.au/austinjspui/handle/1/28236
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dc.contributor.authorLiew, Sook-Lei-
dc.contributor.authorZavaliangos-Petropulu, Artemis-
dc.contributor.authorSchweighofer, Nicolas-
dc.contributor.authorJahanshad, Neda-
dc.contributor.authorLang, Catherine E-
dc.contributor.authorLohse, Keith R-
dc.contributor.authorBanaj, Nerisa-
dc.contributor.authorBarisano, Giuseppe-
dc.contributor.authorBaugh, Lee A-
dc.contributor.authorBhattacharya, Anup K-
dc.contributor.authorBigjahan, Bavrina-
dc.contributor.authorBorich, Michael R-
dc.contributor.authorBoyd, Lara A-
dc.contributor.authorBrodtmann, Amy-
dc.contributor.authorBuetefisch, Cathrin M-
dc.contributor.authorByblow, Winston D-
dc.contributor.authorCassidy, Jessica M-
dc.contributor.authorCharalambous, Charalambos C-
dc.contributor.authorCiullo, Valentina-
dc.contributor.authorConforto, Adriana B-
dc.contributor.authorCraddock, Richard C-
dc.contributor.authorDula, Adrienne N-
dc.contributor.authorEgorova, Natalia-
dc.contributor.authorFeng, Wuwei-
dc.contributor.authorFercho, Kelene A-
dc.contributor.authorGregory, Chris M-
dc.contributor.authorHanlon, Colleen A-
dc.contributor.authorHayward, Kathryn S-
dc.contributor.authorHolguin, Jess A-
dc.contributor.authorHordacre, Brenton-
dc.contributor.authorHwang, Darryl H-
dc.contributor.authorKautz, Steven A-
dc.contributor.authorKhlif, Mohamed Salah-
dc.contributor.authorKim, Bokkyu-
dc.contributor.authorKim, Hosung-
dc.contributor.authorKuceyeski, Amy-
dc.contributor.authorLo, Bethany-
dc.contributor.authorLiu, Jingchun-
dc.contributor.authorLin, David-
dc.contributor.authorLotze, Martin-
dc.contributor.authorMacIntosh, Bradley J-
dc.contributor.authorMargetis, John L-
dc.contributor.authorMohamed, Feroze B-
dc.contributor.authorNordvik, Jan Egil-
dc.contributor.authorPetoe, Matthew A-
dc.contributor.authorPiras, Fabrizio-
dc.contributor.authorRaju, Sharmila-
dc.contributor.authorRamos-Murguialday, Ander-
dc.contributor.authorRevill, Kate P-
dc.contributor.authorRoberts, Pamela-
dc.contributor.authorRobertson, Andrew D-
dc.contributor.authorSchambra, Heidi M-
dc.contributor.authorSeo, Na Jin-
dc.contributor.authorShiroishi, Mark S-
dc.contributor.authorSoekadar, Surjo R-
dc.contributor.authorSpalletta, Gianfranco-
dc.contributor.authorStinear, Cathy M-
dc.contributor.authorSuri, Anisha-
dc.contributor.authorTang, Wai Kwong-
dc.contributor.authorThielman, Gregory T-
dc.contributor.authorThijs, Vincent N-
dc.contributor.authorVecchio, Daniela-
dc.contributor.authorWard, Nick S-
dc.contributor.authorWestlye, Lars T-
dc.contributor.authorWinstein, Carolee J-
dc.contributor.authorWittenberg, George F-
dc.contributor.authorWong, Kristin A-
dc.contributor.authorYu, Chunshui-
dc.contributor.authorWolf, Steven L-
dc.contributor.authorCramer, Steven C-
dc.contributor.authorThompson, Paul M-
dc.date2021-
dc.date.accessioned2021-12-07T02:51:09Z-
dc.date.available2021-12-07T02:51:09Z-
dc.date.issued2021-10-27-
dc.identifier.citationBrain Communications 2021; 3(4): fcab254en
dc.identifier.urihttps://ahro.austin.org.au/austinjspui/handle/1/28236-
dc.description.abstractUp to two-thirds of stroke survivors experience persistent sensorimotor impairments. Recovery relies on the integrity of spared brain areas to compensate for damaged tissue. Deep grey matter structures play a critical role in the control and regulation of sensorimotor circuits. The goal of this work is to identify associations between volumes of spared subcortical nuclei and sensorimotor behaviour at different timepoints after stroke. We pooled high-resolution T1-weighted MRI brain scans and behavioural data in 828 individuals with unilateral stroke from 28 cohorts worldwide. Cross-sectional analyses using linear mixed-effects models related post-stroke sensorimotor behaviour to non-lesioned subcortical volumes (Bonferroni-corrected, P < 0.004). We tested subacute (≤90 days) and chronic (≥180 days) stroke subgroups separately, with exploratory analyses in early stroke (≤21 days) and across all time. Sub-analyses in chronic stroke were also performed based on class of sensorimotor deficits (impairment, activity limitations) and side of lesioned hemisphere. Worse sensorimotor behaviour was associated with a smaller ipsilesional thalamic volume in both early (n = 179; d = 0.68) and subacute (n = 274, d = 0.46) stroke. In chronic stroke (n = 404), worse sensorimotor behaviour was associated with smaller ipsilesional putamen (d = 0.52) and nucleus accumbens (d = 0.39) volumes, and a larger ipsilesional lateral ventricle (d = -0.42). Worse chronic sensorimotor impairment specifically (measured by the Fugl-Meyer Assessment; n = 256) was associated with smaller ipsilesional putamen (d = 0.72) and larger lateral ventricle (d = -0.41) volumes, while several measures of activity limitations (n = 116) showed no significant relationships. In the full cohort across all time (n = 828), sensorimotor behaviour was associated with the volumes of the ipsilesional nucleus accumbens (d = 0.23), putamen (d = 0.33), thalamus (d = 0.33) and lateral ventricle (d = -0.23). We demonstrate significant relationships between post-stroke sensorimotor behaviour and reduced volumes of deep grey matter structures that were spared by stroke, which differ by time and class of sensorimotor measure. These findings provide additional insight into how different cortico-thalamo-striatal circuits support post-stroke sensorimotor outcomes.en
dc.language.isoeng
dc.subjectMRIen
dc.subjectrehabilitationen
dc.subjectsensorimotor behaviouren
dc.subjectstrokeen
dc.subjectsubcortical volumesen
dc.titleSmaller spared subcortical nuclei are associated with worse post-stroke sensorimotor outcomes in 28 cohorts worldwide.en
dc.typeJournal Articleen
dc.identifier.journaltitleBrain Communicationsen
dc.identifier.affiliationCalifornia Rehabilitation Institute, Los Angeles, CA, USAen
dc.identifier.affiliationNeuroscience Graduate Program, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationImaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USAen
dc.identifier.affiliationDepartments of Physical Therapy, Washington University School of Medicine, St. Louis, MO, USAen
dc.identifier.affiliationDepartment of Occupational Therapy, Washington University School of Medicine, St. Louis, MO, USAen
dc.identifier.affiliationDepartment of Neurology, Washington University School of Medicine, St. Louis, MO, USAen
dc.identifier.affiliationLaboratory of Neuro Imaging, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationBasic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USAen
dc.identifier.affiliationSioux Falls VA Health Care System, Sioux Falls, SD, USAen
dc.identifier.affiliationCenter for Brain and Behavior Research, Vermillion, SD, USAen
dc.identifier.affiliationSanford Research, Sioux Falls, SD, USAen
dc.identifier.affiliationDepartment of Rehabilitation Medicine, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationDepartment of Neurology, School of Medicine, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationDepartment of Radiology, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationDepartment of Basic and Clinical Sciences, University of Nicosia Medical School, Nicosia, Cyprusen
dc.identifier.affiliationCenter for Neuroscience and Integrative Brain Research (CENIBRE), University of Nicosia Medical School, Nicosia, Cyprusen
dc.identifier.affiliationInnovation, IMPlementation and Clinical Translation (IIMPACT) in Health, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australiaen
dc.identifier.affiliationThe Florey Institute of Neuroscience and Mental Healthen
dc.identifier.affiliationEastern Cognitive Disorders Clinic, Monash University, Melbourne, VIC, Australiaen
dc.identifier.affiliationMelbourne School of Psychological Sciences, University of Melbourne, Melbourne, VIC, Australiaen
dc.identifier.affiliationDepartment of Physiotherapy, University of Melbourne, Heidelberg, VIC, Australiaen
dc.identifier.affiliationNHMRC CRE in Stroke Rehabilitation and Brain Recovery, University of Melbourne, Heidelberg, VIC, Australiaen
dc.identifier.affiliationNeurologyen
dc.identifier.affiliationHospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazilen
dc.identifier.affiliationHospital Israelita Albert Einstein, São Paulo, SP, Brazilen
dc.identifier.affiliationCivil Aerospace Medical Institute, US Federal Aviation Administration, Oklahoma City, OK, USAen
dc.identifier.affiliationDivision of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USAen
dc.identifier.affiliationCancer Biology, Wake Forest School of Medicine, Winston Salem, NC, USAen
dc.identifier.affiliationCollege of Health Professions, Medical University of South Carolina, Charleston, SC, USAen
dc.identifier.affiliationDepartment of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Health Sciences & Research, Medical University of South Carolina, Charleston, SC, USAen
dc.identifier.affiliationRalph H. Johnson VA Medical Center, Charleston, SC, USAen
dc.identifier.affiliationHurvitz Brain Sciences, Sunnybrook Research Institute, Toronto, ON, Canadaen
dc.identifier.affiliationDepartment of Medical Biophysics, University of Toronto, Toronto, ON, Canadaen
dc.identifier.affiliationBionics Institute, Melbourne, VIC, Australiaen
dc.identifier.affiliationDepartment of Medicine and Centre for Brain Research, University of Auckland, Auckland, New Zealanden
dc.identifier.affiliationTECNALIA, Basque Research and Technology Alliance (BRTA), Health Division, San Sebastian Donostia, Spainen
dc.identifier.affiliationInstitute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germanyen
dc.identifier.affiliationDepartment of Physical Medicine and Rehabilitation, Cedars-Sinai, Los Angeles, CA, USAen
dc.identifier.affiliationCalifornia Rehabilitation Institute, Los Angeles, CA, USAen
dc.identifier.affiliationCanadian Partnership for Stroke Recovery, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canadaen
dc.identifier.affiliationDepartment of Kinesiology, University of Waterloo, Waterloo, ON, Canadaen
dc.identifier.affiliationRalph H. Johnson VA Medical Center, Charleston, SC, USAen
dc.identifier.affiliationDepartment of Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC, USAen
dc.identifier.affiliationDepartment of Psychology, University of Oslo, Oslo, Norwayen
dc.identifier.affiliationNORMENT, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norwayen
dc.identifier.affiliationBiokinesiology and Physical Therapy, Ostrow School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Neurology, University of California, Los Angeles, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Neurology, University of Pittsburgh, Pittsburgh, PA, USAen
dc.identifier.affiliationNeurology, Department of Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USAen
dc.identifier.affiliationDepartment of Radiology, Tianjin Medical University General Hospital, Tianjin, Chinaen
dc.identifier.affiliationTianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital, Tianjin, Chinaen
dc.identifier.affiliationDivision of Physical Therapy Education, Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA, USAen
dc.identifier.affiliationDivision of Physical Therapy Education, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USAen
dc.identifier.affiliationDivision of Physical Therapy Education, Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USAen
dc.identifier.affiliationNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationCenter for Visual and Neurocognitive Rehabilitation, Atlanta VA Health Care System, Decatur, GA, USAen
dc.identifier.affiliationImaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USAen
dc.identifier.affiliationDepartment of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationLaboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italyen
dc.identifier.affiliationDivision of Neuropsychiatry, Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USAen
dc.identifier.affiliationChan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationKeck School of Medicine, Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationBiokinesiology and Physical Therapy, Ostrow School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationImaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USAen
dc.identifier.affiliationDepartment of Health and Kinesiology, University of Utah, Salt Lake City, UT, USAen
dc.identifier.affiliationLaboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italyen
dc.identifier.affiliationMallinckrodt Institute of Radiology, Washington University School of Medicine in St. Louis, St. Louis, MO, USAen
dc.identifier.affiliationDepartment of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Rehabilitation Medicine, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationDepartment of Physical Therapy & the Djavad Mowafaghian Centre for Brain Health, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canadaen
dc.identifier.affiliationDepartment of Exercise Sciences and Centre for Brain Research, University of Auckland, Auckland, New Zealanden
dc.identifier.affiliationAllied Health Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USAen
dc.identifier.affiliationLaboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italyen
dc.identifier.affiliationDepartment of Neurology, Dell Medical School, University of Texas at Austin, Austin, TX, USAen
dc.identifier.affiliationDepartment of Health Sciences & Research, Medical University of South Carolina, Charleston, SC, USAen
dc.identifier.affiliationChan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Physical Therapy Education, College of Health Professions, SUNY Upstate Medical University, Syracuse, NY, USAen
dc.identifier.affiliationKeck School of Medicine, Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Radiology, Weill Cornell Medicine, New York, NY, USAen
dc.identifier.affiliationChan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationDepartment of Radiology, Tianjin Medical University General Hospital, Tianjin, Chinaen
dc.identifier.affiliationCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, USAen
dc.identifier.affiliationDepartment of Diagnostic Radiology, University Medicine Greifswald, Greifswald, Germanyen
dc.identifier.affiliationChan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USAen
dc.identifier.affiliationJefferson Integrated Magnetic Resonance Imaging Center, Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USAen
dc.identifier.affiliationCatoSenteret Rehabilitation Center, Son, Norwayen
dc.identifier.affiliationLaboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italyen
dc.identifier.affiliationDepartment of Neurology, New York University Langone, New York, NY, USAen
dc.identifier.affiliationFacility for Education and Research in Neuroscience, Emory University, Atlanta, GA, USAen
dc.identifier.affiliationDepartment of Neurology, New York University Langone, New York, NY, USAen
dc.identifier.affiliationClinical Neurotechnology Laboratory, Department of Psychiatry and Psychotherapy, Charité - University Medicine Berlin, Berlin, Germanyen
dc.identifier.affiliationDepartment of Medicine, University of Auckland, Auckland, New Zealanden
dc.identifier.affiliationDepartment of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USAen
dc.identifier.affiliationDepartment of Psychiatry, Faculty of Medicine, the Chinese University of Hong Kong, Hong Kong, Chinaen
dc.identifier.affiliationDepartment of Physical Therapy and Neuroscience, University of the Sciences, Philadelphia, PA, USAen
dc.identifier.affiliationLaboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italyen
dc.identifier.affiliationUCL Queen Square Institute of Neurology, London, UKen
dc.identifier.affiliationDepartment of Physical Medicine & Rehabilitation, Dell Medical School, University of Texas at Austin, Austin, TX, USAen
dc.identifier.affiliationImaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USAen
dc.identifier.doi10.1093/braincomms/fcab254en
dc.type.contentTexten
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dc.identifier.pubmedid34805997
local.name.researcherBrodtmann, Amy
item.languageiso639-1en-
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.cerifentitytypePublications-
item.openairetypeJournal Article-
crisitem.author.deptThe Florey Institute of Neuroscience and Mental Health-
crisitem.author.deptThe Florey Institute of Neuroscience and Mental Health-
crisitem.author.deptNeurology-
crisitem.author.deptThe Florey Institute of Neuroscience and Mental Health-
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