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Research ArticleAdult Brain
Open Access

Hippocampal and Deep Gray Matter Nuclei Atrophy Is Relevant for Explaining Cognitive Impairment in MS: A Multicenter Study

D. Damjanovic, P. Valsasina, M.A. Rocca, M.L. Stromillo, A. Gallo, C. Enzinger, H.E. Hulst, A. Rovira, N. Muhlert, N. De Stefano, A. Bisecco, F. Fazekas, M.J. Arévalo, T.A. Yousry and M. Filippi
American Journal of Neuroradiology January 2017, 38 (1) 18-24; DOI: https://doi.org/10.3174/ajnr.A4952
D. Damjanovic
aFrom the Neuroimaging Research Unit (D.D., P.V., M.A.R., M.F.)
cCenter for Radiology and MRI of Clinical Center of Serbia (D.D.), Faculty of Medicine, University of Belgrade, Belgrade, Serbia
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  • ORCID record for D. Damjanovic
P. Valsasina
aFrom the Neuroimaging Research Unit (D.D., P.V., M.A.R., M.F.)
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M.A. Rocca
aFrom the Neuroimaging Research Unit (D.D., P.V., M.A.R., M.F.)
bDepartment of Neurology (M.A.R., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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M.L. Stromillo
dDepartment of Neurological and Behavioural Sciences (M.L.S., N.D.S.), University of Siena, Siena, Italy
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A. Gallo
eMRI Center “SUN-FISM” (A.G., A.B.), Second University of Naples and Institute of Diagnosis and Care “Hermitage-Capodimonte,” Naples, Italy
fI Division of Neurology (A.G., A.B.), Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, Italy
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C. Enzinger
gDepartment of Neurology (C.E., F.F.)
hDivision of Neuroradiology (C.E.), Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
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H.E. Hulst
iDepartment of Radiology and Nuclear Medicine (H.E.H.), MS Centre Amsterdam, VU University Medical Centre, Amsterdam, Netherlands
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A. Rovira
jMagnetic Resonance Unit (A.R., M.J.A.), Department of Radiology and MS Centre of Catalonia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
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N. Muhlert
kNMR Research Unit (N.M., T.A.Y.), Queen Square MS Centre, University College London Institute of Neurology, London, UK.
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N. De Stefano
dDepartment of Neurological and Behavioural Sciences (M.L.S., N.D.S.), University of Siena, Siena, Italy
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A. Bisecco
eMRI Center “SUN-FISM” (A.G., A.B.), Second University of Naples and Institute of Diagnosis and Care “Hermitage-Capodimonte,” Naples, Italy
fI Division of Neurology (A.G., A.B.), Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, Italy
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F. Fazekas
gDepartment of Neurology (C.E., F.F.)
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M.J. Arévalo
jMagnetic Resonance Unit (A.R., M.J.A.), Department of Radiology and MS Centre of Catalonia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
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T.A. Yousry
kNMR Research Unit (N.M., T.A.Y.), Queen Square MS Centre, University College London Institute of Neurology, London, UK.
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M. Filippi
aFrom the Neuroimaging Research Unit (D.D., P.V., M.A.R., M.F.)
bDepartment of Neurology (M.A.R., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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Abstract

BACKGROUND AND PURPOSE: The structural MR imaging correlates of cognitive impairment in multiple sclerosis are still debated. This study assessed lesional and atrophy measures of white matter and gray matter involvement in patients with MS acquired in 7 European sites to identify the MR imaging variables most closely associated with cognitive dysfunction.

MATERIALS AND METHODS: Brain dual-echo, 3D T1-weighted, and double inversion recovery scans were acquired at 3T from 62 patients with relapsing-remitting MS and 65 controls. Patients with at least 2 neuropsychological tests with abnormal findings were considered cognitively impaired. Focal WM and cortical lesions were identified, and volumetric measures from WM, cortical GM, the hippocampus, and deep GM nuclei were obtained. Age- and site-adjusted models were used to compare lesion and volumetric MR imaging variables between patients with MS who were cognitively impaired and cognitively preserved. A multivariate analysis identified MR imaging variables associated with cognitive scores and disability.

RESULTS: Twenty-three patients (38%) were cognitively impaired. Compared with those with who were cognitively preserved, patients with MS with cognitive impairment had higher T2 and T1 lesion volumes and a trend toward a higher number of cortical lesions. Significant brain, cortical GM, hippocampal, deep GM nuclei, and WM atrophy was found in patients with MS with cognitive impairment versus those who were cognitively preserved. Hippocampal and deep GM nuclei atrophy were the best predictors of cognitive impairment, while WM atrophy was the best predictor of disability.

CONCLUSIONS: Hippocampal and deep GM nuclei atrophy are key factors associated with cognitive impairment in MS. These MR imaging measures could be applied in a multicenter context, with cognition as clinical outcome.

ABBREVIATIONS:

CI
cognitively impaired
CL
cortical lesion
CP
cognitively preserved
DIR
double inversion recovery
EDSS
Expanded Disability Status Scale
HC
healthy controls
LV
lesion volumes
WCST
Wisconsin Card Sorting Test
  • © 2017 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 38 (1)
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Cite this article
D. Damjanovic, P. Valsasina, M.A. Rocca, M.L. Stromillo, A. Gallo, C. Enzinger, H.E. Hulst, A. Rovira, N. Muhlert, N. De Stefano, A. Bisecco, F. Fazekas, M.J. Arévalo, T.A. Yousry, M. Filippi
Hippocampal and Deep Gray Matter Nuclei Atrophy Is Relevant for Explaining Cognitive Impairment in MS: A Multicenter Study
American Journal of Neuroradiology Jan 2017, 38 (1) 18-24; DOI: 10.3174/ajnr.A4952

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Hippocampal and Deep Gray Matter Nuclei Atrophy Is Relevant for Explaining Cognitive Impairment in MS: A Multicenter Study
D. Damjanovic, P. Valsasina, M.A. Rocca, M.L. Stromillo, A. Gallo, C. Enzinger, H.E. Hulst, A. Rovira, N. Muhlert, N. De Stefano, A. Bisecco, F. Fazekas, M.J. Arévalo, T.A. Yousry, M. Filippi
American Journal of Neuroradiology Jan 2017, 38 (1) 18-24; DOI: 10.3174/ajnr.A4952
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