Subcortical Deep Gray Matter Pathology in Patients with Multiple Sclerosis Is Associated with White Matter Lesion Burden and Atrophy but Not with Cortical Atrophy: A Diffusion Tensor MRI Study

被引:40
作者
Cappellani, R. [1 ,3 ]
Bergsland, N. [1 ]
Weinstock-Guttman, B. [2 ]
Kennedy, C. [1 ]
Carl, E. [1 ]
Ramasamy, D. P. [1 ]
Hagemeier, J. [1 ]
Dwyer, M. G. [1 ]
Patti, F. [3 ]
Zivadinov, R. [1 ,2 ]
机构
[1] SUNY Buffalo, Buffalo Neuroimaging Anal Ctr, Buffalo, NY 14260 USA
[2] SUNY Buffalo, Jacobs Neurol Inst, Dept Neurol, Buffalo, NY 14260 USA
[3] Univ Catania, Dept GF Ingrassia, Sect Neurosci, Catania, Italy
关键词
THALAMIC ATROPHY; MEAN DIFFUSIVITY; MS; VOLUME; DAMAGE; ABNORMALITIES; DEMYELINATION; DEGENERATION; IMPAIRMENT; DISABILITY;
D O I
10.3174/ajnr.A3788
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BACKGROUND AND PURPOSE: The association between subcortical deep gray matter, white matter, and cortical pathology is not well understood in MS. The aim of this study was to use DTI to investigate the subcortical deep gray matter alterations and their relationship with lesion burden, white matter, and cortical atrophy in patients with MS and healthy control patients. MATERIALS AND METHODS: A total of 210 patients with relapsing-remitting MS, 75 patients with progressive MS, and 110 healthy control patients were included in the study. DTI metrics in whole brain, normal-appearing white matter, normal-appearing gray matter, and subcortical deep gray matter structures were compared. The association between DTI metrics of the subcortical deep gray matter structures with lesion burden, normalized white matter volume, and normalized cortical volume was investigated. RESULTS: DTI measures were significantly different in whole brain, normal-appearing white matter, and normal-appearing gray matter among the groups (P < .01). Significant differences in DTI diffusivity of total subcortical deep gray matter, caudate, thalamus, and hippocampus (P < .001) were found. DTI diffusivity of total subcortical deep gray matter was significantly associated with normalized white matter volume (P < .001) and normalized cortical volume (P = .033) in healthy control patients. In both relapsing and progressive MS groups, the DTI subcortical deep gray matter measures were associated with the lesion burden and with normalized white matter volume (P < .001), but not with normalized cortical volume. CONCLUSIONS: These findings suggest that subcortical deep gray matter abnormalities are associated with white matter lesion burden and atrophy, whereas cortical atrophy is not associated with microstructural alterations of subcortical deep gray matter structures in patients with MS.
引用
收藏
页码:912 / 919
页数:8
相关论文
共 43 条
[1]   Diffusion Tensor Imaging Abnormalities in Cognitively Impaired Multiple Sclerosis Patients [J].
Akbar, Nadine ;
Lobaugh, Nancy J. ;
O'Connor, Paul ;
Moradzadeh, Linda ;
Scott, Christopher J. M. ;
Feinstein, Anthony .
CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2010, 37 (05) :608-614
[2]   T2 hypointensity in the deep gray matter of patients with multiple sclerosis - A quantitative magnetic resonance imaging study [J].
Bakshi, R ;
Benedict, RHB ;
Bermel, RA ;
Caruthers, SD ;
Puli, SR ;
Tjoa, CW ;
Fabiano, AJ ;
Jacobs, L .
ARCHIVES OF NEUROLOGY, 2002, 59 (01) :62-68
[3]   Basal ganglia, thalamus and neocortical atrophy predicting slowed cognitive processing in multiple sclerosis [J].
Batista, Sonia ;
Zivadinov, Robert ;
Hoogs, Marietta ;
Bergsland, Niels ;
Heininen-Brown, Mari ;
Dwyer, Michael G. ;
Weinstock-Guttman, Bianca ;
Benedict, Ralph H. B. .
JOURNAL OF NEUROLOGY, 2012, 259 (01) :139-146
[4]   Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging [J].
Behrens, TEJ ;
Johansen-Berg, H ;
Woolrich, MW ;
Smith, SM ;
Wheeler-Kingshott, CAM ;
Boulby, PA ;
Barker, GJ ;
Sillery, EL ;
Sheehan, K ;
Ciccarelli, O ;
Thompson, AJ ;
Brady, JM ;
Matthews, PM .
NATURE NEUROSCIENCE, 2003, 6 (07) :750-757
[5]   Characterization and propagation of uncertainty in diffusion-weighted MR imaging [J].
Behrens, TEJ ;
Woolrich, MW ;
Jenkinson, M ;
Johansen-Berg, H ;
Nunes, RG ;
Clare, S ;
Matthews, PM ;
Brady, JM ;
Smith, SM .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (05) :1077-1088
[6]   Spatiotemporal Distribution Pattern of White Matter Lesion Volumes and Their Association With Regional Grey Matter Volume Reductions in Relapsing-Remitting Multiple Sclerosis [J].
Bendfeldt, Kerstin ;
Blumhagen, Jan Ole ;
Egger, Hanspeter ;
Loetscher, Patrick ;
Denier, Niklaus ;
Kuster, Pascal ;
Traud, Stefan ;
Mueller-Lenke, Nicole ;
Naegelin, Yvonne ;
Gass, Achim ;
Hirsch, Jochen ;
Kappos, Ludwig ;
Nichols, Thomas E. ;
Radue, Ernst-Wilhelm ;
Borgwardt, Stefan J. .
HUMAN BRAIN MAPPING, 2010, 31 (10) :1542-1555
[7]   Clinical significance of atrophy and white matter mean diffusivity within the thalamus of multiple sclerosis patients [J].
Benedict, Ralph H. B. ;
Hulst, Hanneke E. ;
Bergsland, Niels ;
Schoonheim, Menno M. ;
Dwyer, Michael G. ;
Weinstock-Guttman, Bianca ;
Geurts, Jeroen J. G. ;
Zivadinov, Robert .
MULTIPLE SCLEROSIS JOURNAL, 2013, 19 (11) :1478-1484
[8]  
Benedict RHB, 2005, AM J NEURORADIOL, V26, P1824
[9]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[10]   Lack of correlation between cortical demyelination and white matter pathologic changes in multiple sclerosis [J].
Bo, Lars ;
Geurts, Jeroen J. G. ;
van der Valk, Paul ;
Polman, Chris ;
Barkhof, Frederik .
ARCHIVES OF NEUROLOGY, 2007, 64 (01) :76-80