大脑连通性对癫痫发病机制和亚型的见解:来自孟德尔随机化分析的证据。

Health data science Pub Date : 2025-08-05 eCollection Date: 2025-01-01 DOI:10.34133/hds.0283
Zhipeng He, Shishi Tang, Yurong Hu, Yuxuan Li, Junhao Liang, Li Fang, Miaoxin Li, Ziyi Chen, Yi Zhou
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引用次数: 0

摘要

背景:在癫痫的观察性研究中,静息状态网络(RSNs)内脑连通性的改变已被广泛报道。然而,癫痫与rsn内结构连接(SC)/功能连接(FC)之间的因果关系尚不清楚。我们进行了双向双样本孟德尔随机化(MR)来探索癫痫亚型与rsn内大脑连接特性之间的因果关系。方法:从国际抗癫痫联盟发布的69,995例(N例= 27,559例,N对照= 42,436例)的最新全基因组关联研究(GWAS)中获得遗传仪器。rsn内的GWAS SC/FC汇总数据(N SC = 23,985, N FC = 24,336)来自神经基因组学和认知研究中心。我们通过双向双样本MR分析来研究癫痫亚型与rsn内大脑连接之间的因果关系。结果:我们发现全身性遗传性癫痫的风险增加与背侧注意力和躯体运动FC的因果效应一致。在反向MR分析中,没有提示FC/SC连接对癫痫亚型的因果影响。结论:本研究揭示了rsn内FC/SC水平与癫痫及其亚型的关系。这一见解可以在大脑结构和功能网络水平上为不同亚型癫痫提供关键的干预策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brain Connectivity Yields Insights into the Pathogenesis of Epilepsy and Subtypes: Evidence from Mendelian Randomization Analysis.

Background: Alterations of brain connectivity within resting-state networks (RSNs) have been widely reported in observational studies on epilepsy. However, the causal relationship between epilepsy and structural connectivity (SC)/functional connectivity (FC) within RSNs remain unclear. We conducted a bidirectional two-sample Mendelian randomization (MR) to explore the causal relationship between epilepsy subtypes and brain connectivity properties within RSNs. Methods: Genetic instruments were obtained from the latest genome-wide association studies (GWAS) of 69,995 individuals (N cases = 27,559, N controls = 42,436) issued by the International League Against Epilepsy. The GWAS summary SC/FC data within RSNs (N SC = 23,985, N FC = 24,336) were sourced from the Center for Neurogenomics and Cognitive Research. We investigate the causal relationship between epilepsy subtypes and brain connectivity within RSNs through a bidirectional two-sample MR analysis. Results: We found that the increased risk of generalized genetic epilepsy is consistent with a causal effect on dorsal attention and somatomotor FC. In the reverse MR analysis, there was no suggestive causal effect of FC/SC connectivity on epilepsy subtypes. Conclusions: This study shed light on the associations of FC/SC levels within the RSNs and epilepsy along with its subtypes. This insight could yield crucial intervention strategies to different subtypes of epilepsy at the level of brain structure and functional networks.

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