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局灶性癫痫中脑-心轴受损:信息流改变及其对癫痫发作动力学的影响。

Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics.

作者信息

Frassineti Lorenzo, Catrambone Vincenzo, Lanatà Antonio, Valenza Gaetano

机构信息

Department of Information Engineering, Università degli Studi di Firenze, Firenze, Italy.

Department of Information Engineering and Bioengineering & Robotics Research Center E. Piaggio, University of Pisa, Pisa, Italy.

出版信息

Netw Neurosci. 2024 Jul 1;8(2):541-556. doi: 10.1162/netn_a_00367. eCollection 2024.

Abstract

This study delves into functional brain-heart interplay (BHI) dynamics during interictal periods before and after seizure events in focal epilepsy. Our analysis focuses on elucidating the causal interaction between cortical and autonomic nervous system (ANS) oscillations, employing electroencephalography and heart rate variability series. The dataset for this investigation comprises 47 seizure events from 14 independent subjects, obtained from the publicly available Siena Dataset. Our findings reveal an impaired brain-heart axis especially in the heart-to-brain functional direction. This is particularly evident in bottom-up oscillations originating from sympathovagal activity during the transition between preictal and postictal periods. These results indicate a pivotal role of the ANS in epilepsy dynamics. Notably, the brain-to-heart information flow targeting cardiac oscillations in the low-frequency band does not display significant changes. However, there are noteworthy changes in cortical oscillations, primarily originating in central regions, influencing heartbeat oscillations in the high-frequency band. Our study conceptualizes seizures as a state of hyperexcitability and a network disease affecting both cortical and peripheral neural dynamics. Our results pave the way for a deeper understanding of BHI in epilepsy, which holds promise for the development of advanced diagnostic and therapeutic approaches also based on bodily neural activity for individuals living with epilepsy.

摘要

本研究深入探讨局灶性癫痫发作前后发作间期的功能性脑-心相互作用(BHI)动态变化。我们的分析重点是利用脑电图和心率变异性序列,阐明皮质与自主神经系统(ANS)振荡之间的因果相互作用。本研究的数据集包括来自14名独立受试者的47次癫痫发作事件,取自公开可用的锡耶纳数据集。我们的研究结果显示脑-心轴受损,尤其是在从心脏到大脑的功能方向上。这在发作前和发作后过渡期源自交感迷走神经活动的自下而上振荡中尤为明显。这些结果表明自主神经系统在癫痫动态变化中起关键作用。值得注意的是,针对低频带心脏振荡的从大脑到心脏的信息流没有显示出显著变化。然而,皮质振荡有值得注意的变化,主要起源于中央区域,影响高频带的心跳振荡。我们的研究将癫痫发作概念化为一种过度兴奋状态和一种影响皮质及外周神经动态的网络疾病。我们的研究结果为更深入理解癫痫中的脑-心相互作用铺平了道路,这有望为基于癫痫患者身体神经活动开发先进的诊断和治疗方法带来希望。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adce/11168720/3a9a988f7228/netn-8-2-541-g001.jpg

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