Brain–heart functional network dysfunction in temporal lobe epilepsy: A microstate‐based analysis

颞叶 神经科学 发作性 癫痫 心理学 功能成像 复杂部分性癫痫发作 功能连接 额叶 脑电图 医学 大脑定位 神经生理学 功能磁共振成像 联轴节(管道) 地方政府 临床神经学 颞叶皮质
作者
Zihan Wei,Xinpei Wang,Y F Liu,Hongmin Bai
出处
期刊:Epilepsia [Wiley]
卷期号:67 (4): 1837-1848
标识
DOI:10.1002/epi.70059
摘要

OBJECTIVE: Epilepsy patients face significantly elevated cardiovascular risks, with cardiac arrhythmias occurring 2-3 times more frequently than in the general population. Current knowledge of brain-heart functional coupling abnormalities in epilepsy, particularly during interictal periods, remains limited. We investigated brain-heart interplay characteristics in temporal lobe epilepsy through synchronized electroencephalographic-electrocardiographic analysis using a synthetic data generation model and microstate analysis. METHODS: , representing bidirectional interactions between brain activity and cardiac components. RESULTS: coupling, patients exhibited significantly reduced mean duration of microstate 3 (.34 ± .09 s vs. .38 ± .07 s, p = .02), increased occurrence rates of microstates 3 and 4 (both p < .001), and altered temporal coverage patterns. Similar abnormalities were observed across all sequences, with patients showing shortened microstate durations, altered occurrence rates, and disrupted temporal coverage. Spatial dissimilarity analysis revealed significant topological abnormalities across all microstates. A logistic regression model incorporating microstate parameters achieved 94.7% diagnostic accuracy for temporal lobe epilepsy, with an F1 score of .952 and an area under the curve of .932. SIGNIFICANCE: Temporal lobe epilepsy is characterized by profound disruptions in brain-heart functional coupling during interictal periods, manifesting as altered microstate topographies and temporal dynamics. These findings establish microstate-based analysis as a promising framework for characterizing brain-heart axis dysfunction in epilepsy.
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