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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleAdult Brain
Open Access

Disability Improvement Is Associated with Less Brain Atrophy Development in Multiple Sclerosis

E. Ghione, N. Bergsland, M.G. Dwyer, J. Hagemeier, D. Jakimovski, D.P. Ramasamy, D. Hojnacki, A.A. Lizarraga, C. Kolb, S. Eckert, B. Weinstock-Guttman and R. Zivadinov
American Journal of Neuroradiology September 2020, 41 (9) 1577-1583; DOI: https://doi.org/10.3174/ajnr.A6684
E. Ghione
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
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N. Bergsland
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
dIRCCS (N.B.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.
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M.G. Dwyer
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
cCenter for Biomedical Imaging at the Clinical Translational Science Institute (M.G.D., R.Z.),University at Buffalo, State University of New York, Buffalo, New York
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J. Hagemeier
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
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D. Jakimovski
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
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D.P. Ramasamy
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
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D. Hojnacki
bDepartment of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
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A.A. Lizarraga
bDepartment of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
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C. Kolb
bDepartment of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
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S. Eckert
bDepartment of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
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B. Weinstock-Guttman
bDepartment of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
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R. Zivadinov
aFrom the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
cCenter for Biomedical Imaging at the Clinical Translational Science Institute (M.G.D., R.Z.),University at Buffalo, State University of New York, Buffalo, New York
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Abstract

BACKGROUND AND PURPOSE: It is unknown whether deceleration of brain atrophy is associated with disability improvement in patients with MS. Our aim was to investigate whether patients with MS with disability improvement develop less brain atrophy compared with those who progress in disability or remain stable.

MATERIALS AND METHODS: We followed 980 patients with MS for a mean of 4.8 ± 2.4 years. Subjects were divided into 3 groups: progress in disability (n = 241, 24.6%), disability improvement (n = 101, 10.3%), and stable (n = 638, 65.1%) at follow-up. Disability improvement and progress in disability were defined on the basis of the Expanded Disability Status Scale score change using standardized guidelines. Stable was defined as nonoccurrence of progress in disability or disability improvement. Normalized whole-brain volume was calculated using SIENAX on 3D T1WI, whereas the lateral ventricle was measured using NeuroSTREAM on 2D-T2-FLAIR images. The percentage brain volume change and percentage lateral ventricle volume change were calculated using SIENA and NeuroSTREAM, respectively. Differences among groups were investigated using ANCOVA, adjusted for age at first MR imaging, race, T2 lesion volume, and corresponding baseline structural volume and the Expanded Disability Status Scale.

RESULTS: At first MR imaging, there were no differences among progress in disability, disability improvement, and the stable groups in whole-brain volume (P = .71) or lateral ventricle volume (P = .74). During follow-up, patients with disability improvement had the lowest annualized percentage lateral ventricle volume change (1.6% ± 2.7%) followed by patients who were stable (2.1% ± 3.7%) and had progress in disability (4.1% ± 5.5%), respectively (P < .001). The annualized percentage brain volume change values were −0.7% ± 0.7% for disability improvement, −0.8% ± 0.7% for stable, and −1.1% ± 1.1% for progress in disability (P = .001).

CONCLUSIONS: Patients with MS who improve in their clinical disability develop less brain atrophy across time compared with those who progress.

ABBREVIATIONS:

DMT
disease-modifying therapies
EDSS
Expanded Disability Status Scale
LVV
lateral ventricle volume
PBVC
percentage brain volume change
PLVVC
percentage lateral ventricle volume change
PP
primary-progressive
RR
relapsing-remitting
SP
secondary-progressive
T2-LV
T2 lesion volume
  • © 2020 by American Journal of Neuroradiology

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Cite this article
E. Ghione, N. Bergsland, M.G. Dwyer, J. Hagemeier, D. Jakimovski, D.P. Ramasamy, D. Hojnacki, A.A. Lizarraga, C. Kolb, S. Eckert, B. Weinstock-Guttman, R. Zivadinov
Disability Improvement Is Associated with Less Brain Atrophy Development in Multiple Sclerosis
American Journal of Neuroradiology Sep 2020, 41 (9) 1577-1583; DOI: 10.3174/ajnr.A6684

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Disability Improvement Is Associated with Less Brain Atrophy Development in Multiple Sclerosis
E. Ghione, N. Bergsland, M.G. Dwyer, J. Hagemeier, D. Jakimovski, D.P. Ramasamy, D. Hojnacki, A.A. Lizarraga, C. Kolb, S. Eckert, B. Weinstock-Guttman, R. Zivadinov
American Journal of Neuroradiology Sep 2020, 41 (9) 1577-1583; DOI: 10.3174/ajnr.A6684
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  • Thalamic atrophy measured by artificial intelligence in a multicentre clinical routine real-world study is associated with disability progression
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