Structural MRI correlates of cognitive impairment in patients with multiple sclerosis: A Multicenter Study

被引:85
作者
Preziosa, Paolo [1 ,2 ]
Rocca, Maria A. [1 ,2 ]
Pagani, Elisabetta [1 ]
Stromillo, Maria Laura [3 ]
Enzinger, Christian [4 ]
Gallo, Antonio [5 ,6 ,7 ]
Hulst, Hanneke E. [8 ]
Atzori, Matteo [9 ]
Pareto, Deborah [10 ]
Riccitelli, Gianna C. [1 ]
Copetti, Massimiliano [1 ]
De Stefano, Nicola [3 ]
Fazekas, Franz [4 ]
Bisecco, Alvino [5 ,6 ,7 ]
Barkhof, Frederik [8 ]
Yousry, Tarek A. [9 ]
Arevalo, Maria J. [10 ]
Filippi, Massimo [1 ,2 ]
机构
[1] Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, Via Olgettina 60, I-20132 Milan, Italy
[2] Univ Vita Salute San Raffaele, Dept Neurol, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
[3] Univ Siena, Dept Neurol & Behav Sci, Via Laterina 8, I-53100 Siena, Italy
[4] Med Univ Graz, Dept Neurol, Graz, Austria
[5] Univ Naples 2, MRI Ctr SUN FISM, Naples, Italy
[6] Inst Diag & Care Hermitage Capodimonte, Naples, Italy
[7] Univ Naples 2, Dept Med Surg Neurol Metab & Aging Sci, Div Neurol 1, Naples, Italy
[8] Vrije Univ Amsterdam Med Ctr, MS Ctr Amsterdam, Dept Radiol & Nucl Med, Amsterdam, Netherlands
[9] UCL Inst Neurol, NMR Res Unit, Queen Sq MS Ctr, London, England
[10] Hosp Univ Vall DHebron, CEM Cat, Unitat Neuroimmunol Clin, Barcelona, Spain
关键词
multiple sclerosis; cognitive impairment; diffusion tensor MRI; atrophy; voxel-wise analysis; multicenter; DIFFUSION TENSOR MRI; CORTICAL-LESIONS; GRAY; ATROPHY; DYSFUNCTION; IMPACT; MS; ASSOCIATION; GRADIENT; VOLUME;
D O I
10.1002/hbm.23125
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In a multicenter setting, we applied voxel-based methods to different structural MR imaging modalities to define the relative contributions of focal lesions, normal-appearing white matter (NAWM), and gray matter (GM) damage and their regional distribution to cognitive deficits as well as impairment of specific cognitive domains in multiple sclerosis (MS) patients. Approval of the institutional review boards was obtained, together with written informed consent from all participants. Standardized neuropsychological assessment and conventional, diffusion tensor and volumetric brain MRI sequences were collected from 61 relapsing-remitting MS patients and 61 healthy controls (HC) from seven centers. Patients with 2 abnormal tests were considered cognitively impaired (CI). The distribution of focal lesions, GM and WM atrophy, and microstructural WM damage were assessed using voxel-wise approaches. A random forest analysis identified the best imaging predictors of global cognitive impairment and deficits of specific cognitive domains. Twenty-three (38%) MS patients were CI. Compared with cognitively preserved (CP), CI MS patients had GM atrophy of the left thalamus, right hippocampus and parietal regions. They also showed atrophy of several WM tracts, mainly located in posterior brain regions and widespread WM diffusivity abnormalities. WM diffusivity abnormalities in cognitive-relevant WM tracts followed by atrophy of cognitive-relevant GM regions explained global cognitive impairment. Variable patterns of NAWM and GM damage were associated with deficits in selected cognitive domains. Structural, multiparametric, voxel-wise MRI approaches are feasible in a multicenter setting. The combination of different imaging modalities is needed to assess and monitor cognitive impairment in MS. Hum Brain Mapp 37:1627-1644, 2016. (c) 2016 Wiley Periodicals, Inc.
引用
收藏
页码:1627 / 1644
页数:18
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