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脑小血管病患者静息态功能脑网络拓扑组织紊乱。

Disrupted topological organization of resting-state functional brain networks in cerebral small vessel disease.

机构信息

Department of Radiology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.

Key Laboratory of Cognition and Personality (Ministry of Education), Chongqing, China.

出版信息

Hum Brain Mapp. 2022 Jun 1;43(8):2607-2620. doi: 10.1002/hbm.25808. Epub 2022 Feb 15.

Abstract

We aimed to investigate alterations in functional brain networks and assess the relationship between functional impairment and topological network changes in cerebral small vessel disease (CSVD) patients with and without cerebral microbleeds (CMBs). We constructed individual whole-brain, region of interest (ROI) level functional connectivity (FC) networks for 24 CSVD patients with CMBs (CSVD-c), 42 CSVD patients without CMBs (CSVD-n), and 36 healthy controls (HCs). Then, we used graph theory analysis to investigate the global and nodal topological disruptions between groups and relate network topological alterations to clinical parameters. We found that both the CSVD and control groups showed efficient small-world organization in FC networks. However, compared to CSVD-n patients and controls, CSVD-c patients exhibited a significantly decreased clustering coefficient, global efficiency, and local efficiency and an increased shortest path length, indicating a disrupted balance between local specialization and global integration in FC networks. Although both the CSVD and control groups showed highly similar hub distributions, the CSVD-c group exhibited significantly altered nodal betweenness centrality (BC), mainly distributed in the default mode network (DMN), attention, and visual functional areas. There were almost no global or regional alterations between CSVD-n patients and controls. Furthermore, the altered nodal BC of the right anterior/posterior cingulate gyrus and left cuneus were significantly correlated with cognitive parameters in CSVD patients. These results suggest that CSVD patients with and without CMBs had segregated disruptions in the topological organization of the intrinsic functional brain network. This study advances our current understanding of the pathophysiological mechanisms underlying CSVD.

摘要

我们旨在研究脑小血管病(CSVD)伴和不伴脑微出血(CMB)患者的功能脑网络改变,并评估功能障碍与拓扑网络变化之间的关系。我们为 24 例伴有 CMB 的 CSVD 患者(CSVD-c)、42 例不伴 CMB 的 CSVD 患者(CSVD-n)和 36 名健康对照者(HCs)构建了个体全脑、感兴趣区(ROI)水平的功能连接(FC)网络。然后,我们使用图论分析来研究组间的全局和节点拓扑破坏,并将网络拓扑变化与临床参数联系起来。我们发现,CSVD 组和对照组的 FC 网络都表现出有效的小世界组织。然而,与 CSVD-n 患者和对照组相比,CSVD-c 患者表现出明显降低的聚类系数、全局效率和局部效率,以及增加的最短路径长度,表明 FC 网络中局部专业化和全局整合之间的平衡被打破。尽管 CSVD 组和对照组的枢纽分布高度相似,但 CSVD-c 组的节点介数中心度(BC)发生了明显改变,主要分布在默认模式网络(DMN)、注意力和视觉功能区。CSVD-n 患者和对照组之间几乎没有全局或区域改变。此外,右侧前后扣带回和左侧楔前叶的节点改变的 BC 与 CSVD 患者的认知参数显著相关。这些结果表明,伴和不伴 CMB 的 CSVD 患者的内在功能脑网络拓扑组织存在分离性破坏。这项研究推进了我们对 CSVD 病理生理机制的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3aed/9057099/2425079c7e70/HBM-43-2607-g001.jpg

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