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图论分析揭示皮质下卒中患者皮质运动相关网络拓扑性质的改变。

Altered topological properties of the cortical motor-related network in patients with subcortical stroke revealed by graph theoretical analysis.

机构信息

Shanghai Key Laboratory of Magnetic Resonance, Key Laboratory of Brain Function Genomics, East China Normal University, Shanghai, China.

出版信息

Hum Brain Mapp. 2014 Jul;35(7):3343-59. doi: 10.1002/hbm.22406. Epub 2013 Nov 12.

Abstract

Cerebral neuroplasticity after stroke has been elucidated by functional neuroimaging. However, little is known concerning how topological properties of the cortical motor-related network evolved following subcortical stroke. In the present study, we investigated 24 subcortical stroke patients with only left motor pathway damaged and 24 matched healthy controls. A cortical motor-related network consisting of 20 brain regions remote from the primary lesion was constructed using resting-state functional MRI datasets. We subsequently used graph theoretical approaches to analyze the topological properties of this network in both stroke patients and healthy controls. In addition, we divided the stroke patients into two subgroups according to their outcomes in hand function to explore relationships between topological properties of this network and outcomes in hand function. Although we observed that the cortical motor-related network in both healthy controls and stroke patients exhibited small-world topology, the local efficiency of this network in stroke patients is higher than and global efficiency is lower than those in healthy controls. In addition, striking alterations in the betweenness centrality of regions were found in stroke patients, including the contralesional supplementary motor area, dorsolateral premotor cortex, and anterior inferior cerebellum. Moreover, we observed significant correlations between betweenness centrality of regions and Fugl-Meyer assessment scores. A tendency for the cortical motor-related network to be close to a regular configuration and altered betweenness centrality of regions were demonstrated in patients with subcortical stroke. This study provided insight into functional organization after subcortical stroke from the viewpoint of network topology.

摘要

脑卒中风后神经可塑性已通过功能神经影像学得到阐明。然而,关于皮质运动相关网络的拓扑性质在皮质下卒中后如何演变,人们知之甚少。在本研究中,我们调查了 24 名仅有左侧运动通路受损的皮质下卒中患者和 24 名匹配的健康对照者。使用静息态功能磁共振成像数据集构建了一个由 20 个远离原发性病变的脑区组成的皮质运动相关网络。随后,我们使用图论方法分析了卒中患者和健康对照组中该网络的拓扑性质。此外,我们根据手功能的结果将卒中患者分为两个亚组,以探讨该网络的拓扑性质与手功能结果之间的关系。尽管我们观察到健康对照组和卒中患者的皮质运动相关网络均表现出小世界拓扑结构,但该网络的局部效率高于卒中患者,全局效率低于健康对照组。此外,在卒中患者中还发现了区域的介数中心性的显著改变,包括对侧运动辅助区、背外侧运动前皮质和前下小脑。此外,我们观察到区域的介数中心性与 Fugl-Meyer 评估评分之间存在显著相关性。在皮质下卒中患者中,皮质运动相关网络倾向于接近规则配置,并且区域的介数中心性发生改变。本研究从网络拓扑学的角度提供了对皮质下卒中后功能组织的深入了解。

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