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青少年肌阵挛癫痫患者靶向枢纽功能障碍发作后脑网络的局部拓扑重构

The Local Topological Reconfiguration in the Brain Network After Targeted Hub Dysfunction Attacks in Patients With Juvenile Myoclonic Epilepsy.

作者信息

Ke Ming, Li Huimin, Liu Guangyao

机构信息

School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China.

Department of Magnetic Resonance, Lanzhou University Second Hospital, Lanzhou, China.

出版信息

Front Neurosci. 2022 Apr 14;16:864040. doi: 10.3389/fnins.2022.864040. eCollection 2022.

Abstract

The central brain regions of brain networks have been extensively studied in terms of their roles in various diseases. This study provides a direct measure of the brain's responses to targeted attacks on central regions, revealing the critical role these regions play in patients with juvenile myoclonic epilepsy (JME). The resting-state data of 37 patients with JME and 37 healthy subjects were collected, and brain functional networks were constructed for the two groups of data according to their Pearson correlation coefficients. The left middle cingulate gyrus was defined as the central brain region by the eigenvector centrality algorithm and was attacked by the CLM sequential failure model. The rich-club connection differences between the patients with JME and healthy controls before and after the attacks were compared according to graph theory indices and the number of rich-club connections. We found that the numbers of rich connections in the brain networks of the healthy control group and the group of patients with JME were significantly reduced [ < 0.05, false discovery rate (FDR) correction] before the CLM sequential failure attacks, and no significant differences were observed between the feeder connections and local connections. In the healthy control group, significant rich connection differences were obtained ( < 0.01, FDR correction), and no statistically significant differences were observed regarding the feeder connections and local connections in the brain network before and after CLM failure attacks on the central brain region. No significant differences were obtained between the rich connections, feeder connections, and local connections in patients with JME before and after CLM successive failure attacks on the central brain area. The rich connections, feeder connections, and local connections were not significantly different in the brain networks of the healthy control group and the group of patients with JME after CLM successive failure attacks on the central brain region. We concluded that the damage to the left middle cingulate gyrus is closely linked to various brain disorders, suggesting that this region is of great importance for understanding the pathophysiological basis of myoclonic seizures in patients with JME.

摘要

脑网络的中枢脑区在各种疾病中的作用已得到广泛研究。本研究提供了一种直接测量大脑对中枢区域靶向攻击反应的方法,揭示了这些区域在青少年肌阵挛性癫痫(JME)患者中所起的关键作用。收集了37例JME患者和37名健康受试者的静息态数据,并根据两组数据的皮尔逊相关系数构建脑功能网络。通过特征向量中心性算法将左侧中央扣带回定义为中枢脑区,并采用CLM顺序故障模型对其进行攻击。根据图论指标和富俱乐部连接数,比较了JME患者和健康对照在攻击前后的富俱乐部连接差异。我们发现,在CLM顺序故障攻击前,健康对照组和JME患者组脑网络中的富连接数均显著减少[<0.05,错误发现率(FDR)校正],且前馈连接和局部连接之间未观察到显著差异。在健康对照组中,获得了显著的富连接差异(<0.01,FDR校正),在对中枢脑区进行CLM故障攻击前后,脑网络中的前馈连接和局部连接在统计学上无显著差异。在对中枢脑区进行CLM连续故障攻击前后,JME患者的富连接、前馈连接和局部连接之间未获得显著差异。在对中枢脑区进行CLM连续故障攻击后,健康对照组和JME患者组脑网络中的富连接、前馈连接和局部连接无显著差异。我们得出结论,左侧中央扣带回的损伤与各种脑部疾病密切相关,表明该区域对于理解JME患者肌阵挛发作的病理生理基础非常重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25d5/9047017/1c8e78a1b444/fnins-16-864040-g001.jpg

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