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在基于运动想象的脑机接口控制过程中,阳极经颅直流电刺激增强双侧定向脑连接性。

Anodal Transcranial Direct Current Stimulation Increases Bilateral Directed Brain Connectivity during Motor-Imagery Based Brain-Computer Interface Control.

作者信息

Baxter Bryan S, Edelman Bradley J, Sohrabpour Abbas, He Bin

机构信息

Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States.

Institute for Engineering in Medicine, University of Minnesota, Minneapolis, MN, United States.

出版信息

Front Neurosci. 2017 Dec 7;11:691. doi: 10.3389/fnins.2017.00691. eCollection 2017.

Abstract

Transcranial direct current stimulation (tDCS) has been shown to affect motor and cognitive task performance and learning when applied to brain areas involved in the task. Targeted stimulation has also been found to alter connectivity within the stimulated hemisphere during rest. However, the connectivity effect of the interaction of endogenous task specific activity and targeted stimulation is unclear. This study examined the aftereffects of concurrent anodal high-definition tDCS over the left sensorimotor cortex with motor network connectivity during a one-dimensional EEG based sensorimotor rhythm brain-computer interface (SMR-BCI) task. Directed connectivity following anodal tDCS illustrates altered connections bilaterally between frontal and parietal regions, and these alterations occur in a task specific manner; connections between similar cortical regions are altered differentially during left and right imagination trials. During right-hand imagination following anodal tDCS, there was an increase in outflow from the left premotor cortex (PMC) to multiple regions bilaterally in the motor network and increased inflow to the stimulated sensorimotor cortex from the ipsilateral PMC and contralateral sensorimotor cortex. During left-hand imagination following anodal tDCS, there was increased outflow from the stimulated sensorimotor cortex to regions across the motor network. Significant correlations between connectivity and the behavioral measures of total correct trials and time-to-hit (TTH) correct trials were also found, specifically that the input to the left PMC correlated with decreased right hand imagination performance and that flow from the ipsilateral posterior parietal cortex (PPC) to midline sensorimotor cortex correlated with improved performance for both right and left hand imagination. These results indicate that tDCS interacts with task-specific endogenous activity to alter directed connectivity during SMR-BCI. In order to predict and maximize the targeted effect of tDCS, the interaction of stimulation with the dynamics of endogenous activity needs to be examined comprehensively and understood.

摘要

经颅直流电刺激(tDCS)已被证明,当应用于参与任务的脑区时,会影响运动和认知任务表现及学习。研究还发现,靶向刺激会在静息状态下改变受刺激半球内的连通性。然而,内源性任务特定活动与靶向刺激相互作用的连通性效应尚不清楚。本研究在基于一维脑电图的感觉运动节律脑机接口(SMR-BCI)任务期间,检测了左侧感觉运动皮层同时进行阳极高清tDCS与运动网络连通性的后效应。阳极tDCS后的定向连通性表明,额叶和顶叶区域之间的双侧连接发生了改变,且这些改变以任务特定的方式出现;在左右想象试验期间,相似皮质区域之间的连接变化存在差异。在阳极tDCS后的右手想象过程中,从左侧运动前皮层(PMC)到运动网络双侧多个区域的流出增加,并且从同侧PMC和对侧感觉运动皮层到受刺激感觉运动皮层的流入增加。在阳极tDCS后的左手想象过程中,从受刺激感觉运动皮层到整个运动网络区域的流出增加。还发现连通性与总正确试验次数和命中正确试验时间(TTH)的行为指标之间存在显著相关性,具体而言,左侧PMC的输入与右手想象表现下降相关,同侧后顶叶皮层(PPC)到中线感觉运动皮层的信息流与右手和左手想象的表现改善相关。这些结果表明,tDCS与任务特定的内源性活动相互作用,以改变SMR-BCI期间的定向连通性。为了预测并最大化tDCS的靶向效应,需要全面研究并理解刺激与内源性活动动态之间的相互作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ea5/5725434/ec272af1ac55/fnins-11-00691-g0001.jpg

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