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April 26, 2022; 98 (17) Research Article

Association of Slowly Expanding Lesions on MRI With Disability in People With Secondary Progressive Multiple Sclerosis

View ORCID ProfileAlberto Calvi, View ORCID ProfileFerran Prados Carrasco, View ORCID ProfileCarmen Tur, View ORCID ProfileDeclan T. Chard, Jonathan Stutters, View ORCID ProfileFloriana De Angelis, View ORCID ProfileNevin John, Thomas Williams, Anisha Doshi, Rebecca S. Samson, David MacManus, View ORCID ProfileClaudia A. Gandini Wheeler-Kingshott, View ORCID ProfileOlga Ciccarelli, View ORCID ProfileJeremy Chataway, View ORCID ProfileFrederik Barkhof, on behalf of the MS SMART Investigators
First published March 11, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200144
Alberto Calvi
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD
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Ferran Prados Carrasco
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
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Carmen Tur
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD, PhD
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Declan T. Chard
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MB, BS, PhD
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Jonathan Stutters
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
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Floriana De Angelis
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD, PhD
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Nevin John
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD, PhD
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Thomas Williams
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
BA, MB, BChir, MRCP
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Anisha Doshi
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD, PhD, MRCP
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Rebecca S. Samson
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
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David MacManus
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MSc
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Claudia A. Gandini Wheeler-Kingshott
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
PhD
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Olga Ciccarelli
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MD, PhD, FRCP
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Jeremy Chataway
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
MA, PhD, FRCP
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Frederik Barkhof
From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
PhD, MD
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From Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences (A.C., F.P.C., C.T., D.T.C., J.S., F.D.A., N.J., T.W., A.D., R.S.S., D.M., C.A.G.W.-K., O.C., J.C., F.B.), and Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering (F.P.C., F.B.), University College London, UK; IRCCS Fondazione Ca Granda Ospedale Maggiore Policlinico (A.C.), University of Milan, Italy; e-Health Centre (F.P.C.), Universitat Oberta de Catalunya, Barcelona, Spain; Neurology Department (C.T., F.D.A.), Luton and Dunstable University Hospital; National Institute for Health Research (D.T.C., O.C., J.C., F.B.), Biomedical Research Centre, University College London Hospitals, UK; Department of Brain and Behavioural Sciences (C.A.G.W.-K.), University of Pavia; Brain Connectivity Centre (C.A.G.W.-K.), IRCCS Mondino Foundation, Pavia, Italy; and Radiology & Nuclear Medicine (F.B.), VU University Medical Centre, Amsterdam, the Netherlands.
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Association of Slowly Expanding Lesions on MRI With Disability in People With Secondary Progressive Multiple Sclerosis
Alberto Calvi, Ferran Prados Carrasco, Carmen Tur, Declan T. Chard, Jonathan Stutters, Floriana De Angelis, Nevin John, Thomas Williams, Anisha Doshi, Rebecca S. Samson, David MacManus, Claudia A. Gandini Wheeler-Kingshott, Olga Ciccarelli, Jeremy Chataway, Frederik Barkhof, on behalf of the MS SMART Investigators
Neurology Apr 2022, 98 (17) e1783-e1793; DOI: 10.1212/WNL.0000000000200144

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Abstract

Background and Objective To explore the relationship between slowly expanding lesions (SELs) on MRI and disability in secondary progressive multiple sclerosis (SPMS).

Methods We retrospectively studied 345 patients with SPMS enrolled in the MS-SMART trial. They underwent brain MRI at baseline and at 24 and 96 weeks. Definite SELs were defined as concentrically expanding T2 lesions, as assessed by nonlinear deformation of volumetric T1-weighted images. Associations of SEL volumes with other MRI metrics and disability were assessed through Pearson correlations and regression analyses.

Results Averaged across patients, 29% of T2 lesions were classified as being definite SELs. A greater volume of definite SELs correlated with a higher total baseline T2 lesion volume (r = 0.55, p < 0.001) and percentage brain volume reduction (r = −0.26, p < 0.001), a higher number of new persisting T1 black holes (r = 0.19, p < 0.001), and, in a subset of 106 patients, with a greater reduction in magnetization transfer ratio (adjusted difference 0.52, p < 0.001). In regression analyses, a higher definite SEL volume was associated with increasing disability, as assessed by the Expanded Disability Status Scale (β = 0.23, p = 0.020), z scores of the Multiple Sclerosis Functional Composite (β = −0.47, p = 0.048), Timed 25-Foot Walk Test (β = −2.10, p = 0.001), and Paced Auditory Serial Addition Task (β = −0.27, p = 0.006), and increased risk of disability progression (odds ratio 1.92, p = 0.025).

Discussion Definite SELs represent almost one-third of T2 lesions in SPMS. They are associated with neurodegenerative MRI markers and related to clinical worsening, suggesting that they may contribute to disease progression and be a new target for therapeutic interventions.

Glossary

EDSS=
Expanded Disability Status Scale;
FLAIR=
fluid-attenuated inversion recovery;
JE=
Jacobian expansion value;
MS=
multiple sclerosis;
MS-SMART=
MS-SMART: Multiple Sclerosis-Secondary Progressive Multi-Arm Randomisation Trial;
MSFC=
Multiple Sclerosis Functional Composite;
MTR=
magnetization transfer ratio;
NBV=
normalized brain volume;
NHPT=
Nine-Hole Peg Test;
PASAT=
Paced Auditory Serial Addition Test;
PBH=
persistent black hole;
PBVC=
percent brain volume change;
PPMS=
primary progressive multiple sclerosis;
pu=
percent units;
RRMS=
relapsing-remitting multiple sclerosis;
SDMT=
Symbol Digit Modalities Test;
SEL=
slowly expanding lesion;
SPMS=
secondary progressive multiple sclerosis;
T25FW=
Timed 25-Foot Walk

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.

  • MS SMART Investigators are listed at links.lww.com/WNL/B868.

  • Editorial, page 699

  • Infographic: links.lww.com/WNL/B914

  • Received March 7, 2021.
  • Accepted in final form January 18, 2022.
  • © 2022 American Academy of Neurology
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