Increased default-mode network centrality in cognitively impaired multiple sclerosis patients

中心性 默认模式网络 多发性硬化 心理学 神经心理学 神经影像学 神经科学 连接体 医学 认知 内科学 功能连接 精神科 数学 组合数学
作者
A. J. C. Eijlers,Kim Meijer,Thomas Wassenaar,Martijn D. Steenwijk,Bernard M.J. Uitdehaag,Frederik Barkhof,Alle Meije Wink,Jeroen J.G. Geurts,Menno M. Schoonheim
出处
期刊:Neurology [Ovid Technologies (Wolters Kluwer)]
卷期号:88 (10): 952-960 被引量:109
标识
DOI:10.1212/wnl.0000000000003689
摘要

To investigate how changes in functional network hierarchy determine cognitive impairment in multiple sclerosis (MS).A cohort consisting of 332 patients with MS (age 48.1 ± 11.0 years, symptom duration 14.6 ± 8.4 years) and 96 healthy controls (HCs; age 45.9 ± 10.4 years) underwent structural MRI, fMRI, and extensive neuropsychological testing. Patients were divided into 3 groups: cognitively impaired (CI; n = 87), mildly cognitively impaired (MCI; n = 65), and cognitively preserved (CP; n = 180). The functional importance of brain regions was quantified with degree centrality, the average strength of the functional connections of a brain region with the rest of the brain, and eigenvector centrality, which adds to this concept by adding additional weight to connections with brain hubs because these are known to be especially important. Centrality values were calculated for each gray matter voxel based on resting-state fMRI data, registered to standard space. Group differences were assessed with a cluster-wise permutation-based method corrected for age, sex, and education.CI patients demonstrated widespread centrality increases compared to both HCs and CP patients, mainly in regions making up the default-mode network. Centrality decreases were similar in all patient groups compared to HCs, mainly in occipital and sensorimotor areas. Results were robust across centrality measures.Patients with MS with cognitive impairment show hallmark alterations in functional network hierarchy with increased relative importance (centrality) of the default-mode network.
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