Structural networks involved in attention and executive functions in multiple sclerosis

被引:87
作者
Llufriu, Sara [1 ,2 ]
Martinez-Heras, Eloy [1 ,2 ]
Solana, Elisabeth [1 ,2 ]
Sola-Valls, Nuria [1 ,2 ]
Sepulveda, Maria [1 ,2 ]
Blanco, Yolanda [1 ,2 ]
Martinez-Lapiscina, Elena H. [1 ,2 ]
Andorra, Magi [1 ,2 ]
Villoslada, Pablo [1 ,2 ]
Prats-Galino, Alberto [3 ]
Saiz, Albert [1 ,2 ]
机构
[1] Hosp Clin Barcelona, Inst Invest Biomed August Pi i Sunyer IDIBAPS, Ctr Neuroimmunol, Lab Adv Imaging Neuroimmunol Dis, Barcelona, Spain
[2] Univ Barcelona, Barcelona, Spain
[3] Univ Barcelona, LSNA, Fac Med, Barcelona, Spain
关键词
MRI; Connectivity; Tractography; Graph analysis; Multiple sclerosis; Cognition; BRIEF REPEATABLE BATTERY; RICH-CLUB ORGANIZATION; DIGIT MODALITIES TEST; COGNITIVE IMPAIRMENT; CORTICOSPINAL TRACT; CORTICAL NETWORKS; MRI TRACTOGRAPHY; DYSFUNCTION; DISABILITY; EFFICIENCY;
D O I
10.1016/j.nicl.2016.11.026
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Attention and executive deficits are disabling symptoms in multiple sclerosis (MS) that have been related to disconnection mechanisms. We aimed to investigate changes in structural connectivity in MS and their association with attention and executive performance applying an improved framework that combines high order probabilistic tractography and anatomical exclusion criteria postprocessing. We compared graph theory metrics of structural networks and fractional anisotropy (FA) of white matter (WM) connections or edges between 72 MS subjects and 38 healthy volunteers (HV) and assessed their correlation with cognition. Patients displayed decreased network transitivity, global efficiency and increased path length compared with HV (p < 0.05, corrected). Also, nodal strength was decreased in 26 of 84 gray matter regions. The distribution of nodes with stronger connections or hubs of the network was similar among groups except for the right pallidum and left insula, which became hubs in patients. MS subjects presented reduced edge FA widespread in the network, while FA was increased in 24 connections (p < 0.05, corrected). Decreased integrity of frontoparietal networks, deep gray nuclei and insula correlated with worse attention and executive performance (r between 0.38 and 0.55, p < 0.05, corrected). Contrarily, higher strength in the right transverse temporal cortex and increased FA of several connections (mainly from cingulate, frontal and occipital cortices) were associated with worse functioning (r between -0.40 and -0.47, p < 0.05 corrected). In conclusion, structural brain connectivity is disturbed in MS due to wide-spread impairment of WM connections and gray matter structures. The increased edge connectivity suggests the presence of reorganization mechanisms at the structural level. Importantly, attention and executive performance relates to frontoparietal networks, deep gray nuclei and insula. These results support the relevance of network integrity to maintain optimal cognitive skills. (C) 2016 The Authors. Published by Elsevier Inc.
引用
收藏
页码:288 / 296
页数:9
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