体感电刺激对脑电图网络神经活动的改善

Ke Liping, Li Jianing, J. Pu, H. Cui, Xiaobo Xie, Shengpu Xu, Yong Hu
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引用次数: 0

摘要

目的探讨基于体感电刺激诱导的脑电活动的脑网络特征,为进一步认识体感电刺激诱导的脑神经可塑性机制提供理论依据。方法选择10名健康受试者,基于定向传递函数(DTF)构建体感电刺激实验。在实验中,获得体感电靶和非靶刺激下32通道的Delta、Theta、Alpha和Beta波段脑电数据的DTF因果联系矩阵,并基于图论对比两种刺激状态下的聚类系数和全局效率的差异。结果在靶刺激和非靶刺激状态下,DTA因果联系较强的区域主要集中在FCz、Cz、CPz和Pz通道。目标刺激状态下的因果联系强度大于非目标刺激状态。在Delta、Theta和Alpha波段,目标刺激状态下的聚类系数显著高于非目标刺激状态下的聚类系数(P<0.05)。在Delta和Theta波段,目标刺激状态的整体效率显著高于非目标刺激状态(P<0.05)。结论体感电刺激可激活和诱导脑电图脑网络。在目标刺激状态下,顶叶在脑电图因果网络中的作用增强,有助于诱导注意到特定脑区的可塑性,从而实现感兴趣脑区的神经康复。而在非靶刺激状态下,脑区域间的协同相互作用增强,有助于激活和诱导整个脑网络的广泛关联,从而促进脑内的全局神经活动。关键词:体感电刺激;目标刺激;非目标刺激;有向变换函数;脑网络
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improvement of neural activity in brain EEG network using somatosensory electrical stimulation
Objective To investigate the characteristics of brain network based on brain electrical activity induced by somatosensory electrical stimulation, and to provide a theoretical basis for further understanding the mechanism of brain neural plasticity induced by somatosensory electrical stimulation. Methods Ten healthy subjects were selected and a somatosensory electrical stimulation experiment was constructed based on the directed transfer function (DTF). In the experiment, the DTF causal connection matrixes of the 32-channel EEG data of Delta, Theta, Alpha and Beta bands were obtained under the somatosensory electrical target and non-target stimulation, and the differences of clustering coefficient and global efficiency between two stimulation states were contrasted based on graph theory. Results Under the target stimulation and non-target stimulation states, the regions with stronger DTA causal connections were mainly concentrated in FCz, Cz, CPz and Pz channels. The causal connection intensity under target stimulation state was greater than that of non-target stimulation. Also, in the Delta, Theta, and Alpha bands, the clustering coefficient under the target stimulation state was significantly higher than that in the non-target stimulation state (P<0.05). In the Delta and Theta bands, the global efficiency of the target stimulation state was significantly higher than that of the non-target stimulation state (P<0.05). Conclusions Somatosensory electrical stimulation can activate and induce EEG brain networks. In the target stimulation state, the role of the parietal lobe in the EEG causal network is enhanced, which helps to induce attention to specific brain region plasticity, and thus realizing the nerve rehabilitation in the brain regions of interest. While in the non-target stimulation state, the synergistic interactions between brain regions were enhanced, which helps to activate and induce a wide range of associations in the whole brain network, so as to promote the global neural activity in the brain. Key words: Somatosensory electrical stimulation; Target stimulation; Non-target stimulation; Directed transform function; Brain network
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