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July 26, 2022; 99 (4) Research Article

Observational Study of Neuroimaging Biomarkers of Severe Upper Limb Impairment After Stroke

View ORCID ProfileKathryn S. Hayward, View ORCID ProfileJennifer K. Ferris, View ORCID ProfileKeith R. Lohse, View ORCID ProfileMichael R. Borich, View ORCID ProfileAlexandra Borstad, View ORCID ProfileJessica M. Cassidy, View ORCID ProfileSteven C. Cramer, View ORCID ProfileSean P. Dukelow, View ORCID ProfileSonja E. Findlater, View ORCID ProfileRachel L. Hawe, View ORCID ProfileSook-Lei Liew, View ORCID ProfileJason L. Neva, View ORCID ProfileJill C. Stewart, View ORCID ProfileLara A. Boyd
First published May 12, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200517
Kathryn S. Hayward
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Jennifer K. Ferris
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Keith R. Lohse
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Michael R. Borich
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Alexandra Borstad
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Jessica M. Cassidy
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Steven C. Cramer
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Sean P. Dukelow
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Sonja E. Findlater
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Rachel L. Hawe
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Sook-Lei Liew
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Jason L. Neva
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Jill C. Stewart
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Lara A. Boyd
From the Departments of Physiotherapy (K.S.H.), Medicine and Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Heidelberg, Victoria, Australia; Rehabilitation Sciences Graduate Research Program (J.K.F., L.A.B.), University of British Columbia, Vancouver, British Columbia, Canada; Physical Therapy and Neurology (K.R.L.), Washington University School of Medicine in Saint Louis, MO; Division of Physical Therapy (M.R.B.), Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; School of Health Sciences (A.B.), Department of Physical Therapy, College of St. Scholastica, Duluth, MN; Department of Allied Health Sciences (J.M.C.), University of North Carolina at Chapel Hill, NC; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles, California; Department of Clinical Neurosciences (S.P.D., S.E.F.), Cumming School of Medicine, University of Calgary, Alberta, Canada; School of Kinesiology (R.L.H.), University of Minnesota, Minneapolis; Chan Division of Occupational Science and Occupational Therapy (S.-L.L.), Biokinesiology and Physical Therapy, Biomedical Engineering, and Neurology, USC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles; Université de Montréal (J.L.N.), École de Kinésiologie et des Sciences de l'activité Physique, Faculté de Médecine, and Centre de recherche de l'institut universitaire de gériatrie de Montréal, Quebec, Canada; and Physical Therapy Program (J.C.S.), Department of Exercise Science, University of South Carolina, Columbia.
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Observational Study of Neuroimaging Biomarkers of Severe Upper Limb Impairment After Stroke
Kathryn S. Hayward, Jennifer K. Ferris, Keith R. Lohse, Michael R. Borich, Alexandra Borstad, Jessica M. Cassidy, Steven C. Cramer, Sean P. Dukelow, Sonja E. Findlater, Rachel L. Hawe, Sook-Lei Liew, Jason L. Neva, Jill C. Stewart, Lara A. Boyd
Neurology Jul 2022, 99 (4) e402-e413; DOI: 10.1212/WNL.0000000000200517

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Abstract

Background and Objectives It is difficult to predict poststroke outcome for individuals with severe motor impairment because both clinical tests and corticospinal tract (CST) microstructure may not reliably indicate severe motor impairment. Here, we test whether imaging biomarkers beyond the CST relate to severe upper limb (UL) impairment poststroke by evaluating white matter microstructure in the corpus callosum (CC). In an international, multisite hypothesis-generating observational study, we determined if (1) CST asymmetry index (CST-AI) can differentiate between individuals with mild-moderate and severe UL impairment and (2) CC biomarkers relate to UL impairment within individuals with severe impairment poststroke. We hypothesized that CST-AI would differentiate between mild-moderate and severe impairment, but CC microstructure would relate to motor outcome for individuals with severe UL impairment.

Methods Seven cohorts with individual diffusion imaging and motor impairment (Fugl-Meyer Upper Limb) data were pooled. Hand-drawn regions-of-interest were used to seed probabilistic tractography for CST (ipsilesional/contralesional) and CC (prefrontal/premotor/motor/sensory/posterior) tracts. Our main imaging measure was mean fractional anisotropy. Linear mixed-effects regression explored relationships between candidate biomarkers and motor impairment, controlling for observations nested within cohorts, as well as age, sex, time poststroke, and lesion volume.

Results Data from 110 individuals (30 with mild-moderate and 80 with severe motor impairment) were included. In the full sample, greater CST-AI (i.e., lower fractional anisotropy in the ipsilesional hemisphere, p < 0.001) and larger lesion volume (p = 0.139) were negatively related to impairment. In the severe subgroup, CST-AI was not reliably associated with impairment across models. Instead, lesion volume and CC microstructure explained impairment in the severe group beyond CST-AI (p's < 0.010).

Discussion Within a large cohort of individuals with severe UL impairment, CC microstructure related to motor outcome poststroke. Our findings demonstrate that CST microstructure does relate to UL outcome across the full range of motor impairment but was not reliably associated within the severe subgroup. Therefore, CC microstructure may provide a promising biomarker for severe UL outcome poststroke, which may advance our ability to predict recovery in individuals with severe motor impairment after stroke.

Glossary

AIC=
Akaike's Information Criterion;
BET=
Brain Extraction Tool;
CC=
corpus callosum;
CST=
corticospinal tract;
CST-AI=
CST asymmetry index;
DTI=
diffusion tensor imaging;
FA=
fractional anisotropy;
FM-UL=
Fugl-Meyer UL;
FSL=
FMRIB's Software Library;
MEP−=
motor evoked potential negative;
MEP+=
motor evoked potential positive;
ROIs=
regions of interest;
SRRR=
Stroke Recovery and Rehabilitation Roundtable;
UL=
upper limb

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally as first authors.

  • Submitted and externally peer reviewed. The handling editor was Brad Worrall, MD, MSc.

  • Received October 6, 2021.
  • Accepted in final form February 28, 2022.
  • © 2022 American Academy of Neurology
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