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Research ArticleAdult Brain
Open Access

Spatial Correlation of Pathology and Perfusion Changes within the Cortex and White Matter in Multiple Sclerosis

A.D. Mulholland, R. Vitorino, S.-P. Hojjat, A.Y. Ma, L. Zhang, L. Lee, T.J. Carroll, C.G. Cantrell, C.R. Figley and R.I. Aviv
American Journal of Neuroradiology January 2018, 39 (1) 91-96; DOI: https://doi.org/10.3174/ajnr.A5410
A.D. Mulholland
aFrom the Department of Physical Sciences (A.D.M., R.V., S.-P.H., A.Y.M., L.Z.), Sunnybrook Research Institute, Toronto, Ontario, Canada
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R. Vitorino
aFrom the Department of Physical Sciences (A.D.M., R.V., S.-P.H., A.Y.M., L.Z.), Sunnybrook Research Institute, Toronto, Ontario, Canada
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S.-P. Hojjat
aFrom the Department of Physical Sciences (A.D.M., R.V., S.-P.H., A.Y.M., L.Z.), Sunnybrook Research Institute, Toronto, Ontario, Canada
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A.Y. Ma
aFrom the Department of Physical Sciences (A.D.M., R.V., S.-P.H., A.Y.M., L.Z.), Sunnybrook Research Institute, Toronto, Ontario, Canada
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L. Zhang
aFrom the Department of Physical Sciences (A.D.M., R.V., S.-P.H., A.Y.M., L.Z.), Sunnybrook Research Institute, Toronto, Ontario, Canada
bDepartments of Medical Imaging (L.Z., R.I.A.)
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L. Lee
cNeurology (L.L.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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T.J. Carroll
dDepartment of Biomedical Engineering and Radiology (T.J.C.), University of Chicago, Chicago, Illinois
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C.G. Cantrell
eDepartment of Biomedical Engineering (C.G.C.), Northwestern University, Chicago, Illinois
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C.R. Figley
fDepartment of Radiology and Biomedical Engineering (C.R.F.), University of Manitoba, Winnipeg, Manitoba, Canada
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R.I. Aviv
bDepartments of Medical Imaging (L.Z., R.I.A.)
gDepartment of Medical Imaging (R.I.A.), University of Toronto, Toronto, Ontario, Canada.
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Abstract

BACKGROUND AND PURPOSE: The spatial correlation between WM and cortical GM disease in multiple sclerosis is controversial and has not been previously assessed with perfusion MR imaging. We sought to determine the nature of association between lobar WM, cortical GM, volume and perfusion.

MATERIALS AND METHODS: Nineteen individuals with secondary-progressive multiple sclerosis, 19 with relapsing-remitting multiple sclerosis, and 19 age-matched healthy controls were recruited. Quantitative MR perfusion imaging was used to derive CBF, CBV, and MTT within cortical GM, WM, and T2-hyperintense lesions. A 2-step multivariate linear regression (corrected for age, disease duration, and Expanded Disability Status Scale) was used to assess correlations between perfusion and volume measures in global and lobar normal-appearing WM, cortical GM, and T2-hyperintense lesions. The Bonferroni adjustment was applied as appropriate.

RESULTS: Global cortical GM and WM volume was significantly reduced for each group comparison, except cortical GM volume of those with relapsing-remitting multiple sclerosis versus controls. Global and lobar cortical GM CBF and CBV were reduced in secondary-progressive multiple sclerosis compared with other groups but not for relapsing-remitting multiple sclerosis versus controls. Global and lobar WM CBF and CBV were not significantly different across groups. The distribution of lobar cortical GM and WM volume reduction was disparate, except for the occipital lobes in patients with secondary-progressive multiple sclerosis versus those with relapsing-remitting multiple sclerosis. Moderate associations were identified between lobar cortical GM and lobar normal-appearing WM volume in controls and in the left temporal lobe in relapsing-remitting multiple sclerosis. No significant associations occurred between cortical GM and WM perfusion or volume. Strong correlations were observed between cortical-GM perfusion, normal appearing WM and lesional perfusion, with respect to each global and lobar region within HC, and RRMS and SPMS patients (R2 ≤ 0.96, P < .006 and R2 ≤ 0.738, P < .006).

CONCLUSIONS: The weak correlation between lobar WM and cortical GM volume loss and perfusion reduction suggests the independent pathophysiology of WM and cortical GM disease.

ABBREVIATIONS:

cGM
cortical GM
EDSS
Expanded Disability Status Scale
HC
healthy control
NAWM
normal-appearing white matter
RRMS
relapsing-remitting multiple sclerosis
SPMS
secondary-progressive multiple sclerosis
T2h-1
T2-hyperintense lesions
  • © 2018 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 39 (1)
American Journal of Neuroradiology
Vol. 39, Issue 1
1 Jan 2018
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Cite this article
A.D. Mulholland, R. Vitorino, S.-P. Hojjat, A.Y. Ma, L. Zhang, L. Lee, T.J. Carroll, C.G. Cantrell, C.R. Figley, R.I. Aviv
Spatial Correlation of Pathology and Perfusion Changes within the Cortex and White Matter in Multiple Sclerosis
American Journal of Neuroradiology Jan 2018, 39 (1) 91-96; DOI: 10.3174/ajnr.A5410

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Spatial Correlation of Pathology and Perfusion Changes within the Cortex and White Matter in Multiple Sclerosis
A.D. Mulholland, R. Vitorino, S.-P. Hojjat, A.Y. Ma, L. Zhang, L. Lee, T.J. Carroll, C.G. Cantrell, C.R. Figley, R.I. Aviv
American Journal of Neuroradiology Jan 2018, 39 (1) 91-96; DOI: 10.3174/ajnr.A5410
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