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Research ArticleAdult Brain
Open Access

Longitudinal Mixed-Effect Model Analysis of the Association between Global and Tissue-Specific Brain Atrophy and Lesion Accumulation in Patients with Clinically Isolated Syndrome

M. Varosanec, T. Uher, D. Horakova, J. Hagemeier, N. Bergsland, M. Tyblova, Z. Seidl, M. Vaneckova, J. Krasensky, M.G. Dwyer, E. Havrdova and R. Zivadinov
American Journal of Neuroradiology August 2015, 36 (8) 1457-1464; DOI: https://doi.org/10.3174/ajnr.A4330
M. Varosanec
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
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T. Uher
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
bDepartment of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
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D. Horakova
bDepartment of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
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J. Hagemeier
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
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N. Bergsland
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
dIRCCS “Santa Maria Nascente” (N.B.), Don Gnocchi Foundation, Milan, Italy.
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  • ORCID record for N. Bergsland
M. Tyblova
bDepartment of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
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Z. Seidl
cDepartment of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
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M. Vaneckova
cDepartment of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
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J. Krasensky
cDepartment of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
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M.G. Dwyer
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
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E. Havrdova
bDepartment of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
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R. Zivadinov
aFrom the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
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Abstract

BACKGROUND AND PURPOSE: The relationship between lesion formation and brain atrophy development in the early phase of multiple sclerosis is unclear. We investigated the association between new lesion accumulation and brain atrophy progression in patients with clinically isolated syndrome over 48 months.

MATERIALS AND METHODS: Patients with clinically isolated syndrome (n = 210) were evaluated with 1.5T MR imaging at baseline and at 6, 12, 24, 36, and 48 months as part of a multicenter observational study of early administration of intramuscular interferon β-1a. Mixed-effect model analyses, adjusted for age, sex, and treatment status, investigated the association between accumulation of contrast-enhancing and T2 lesions and brain-volume percent changes in a 48-month period.

RESULTS: In patients with clinically isolated syndrome, the average whole-brain volume decreased 2.5%, the mean lateral ventricle volume increased 16.9%, and a mean of 7.7 new/enlarging T2 lesions accumulated over the follow-up period. Patients with clinically isolated syndrome who showed greater percentages of change in whole-brain, white and gray matter, cortical, and lateral ventricle volumes over the follow-up period had more severe lesion outcomes at baseline (all P < .007). There were significant associations between decreased individual brain-volume measures at baseline and greater percentages of change during follow-up (P < .05). We found a significant association between the total cumulative number of new/enlarging T2 lesions and the evolution of whole-brain (P < .001), lateral ventricle (P = .007), gray matter and thalamic (P = .013), subcortical deep gray matter (P = .015), and cortical (P = .036) volumes over the follow-up period.

CONCLUSIONS: Lesion accumulation and brain-volume changes occur simultaneously in the early phase of clinically isolated syndrome. More severe lesion and brain-volume outcomes at baseline were associated with greater development of brain atrophy over the follow-up period in patients with clinically isolated syndrome.

ABBREVIATIONS:

CIS
clinically isolated syndrome
CE
contrast-enhancing
EDSS
Expanded Disability Status Scale
LV
lesion volume
SDGM
subcortical deep gray matter
  • © 2015 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 36 (8)
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M. Varosanec, T. Uher, D. Horakova, J. Hagemeier, N. Bergsland, M. Tyblova, Z. Seidl, M. Vaneckova, J. Krasensky, M.G. Dwyer, E. Havrdova, R. Zivadinov
Longitudinal Mixed-Effect Model Analysis of the Association between Global and Tissue-Specific Brain Atrophy and Lesion Accumulation in Patients with Clinically Isolated Syndrome
American Journal of Neuroradiology Aug 2015, 36 (8) 1457-1464; DOI: 10.3174/ajnr.A4330

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Longitudinal Mixed-Effect Model Analysis of the Association between Global and Tissue-Specific Brain Atrophy and Lesion Accumulation in Patients with Clinically Isolated Syndrome
M. Varosanec, T. Uher, D. Horakova, J. Hagemeier, N. Bergsland, M. Tyblova, Z. Seidl, M. Vaneckova, J. Krasensky, M.G. Dwyer, E. Havrdova, R. Zivadinov
American Journal of Neuroradiology Aug 2015, 36 (8) 1457-1464; DOI: 10.3174/ajnr.A4330
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