首页> 外文会议>33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society >Independent component analysis of resting brain activity reveals transient modulation of local cortical processing by transcranial direct current stimulation
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Independent component analysis of resting brain activity reveals transient modulation of local cortical processing by transcranial direct current stimulation

机译:静息大脑活动的独立成分分析显示通过经颅直流电刺激局部皮质处理的瞬时调节

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Neuroplasticity induced by transcranial direct current stimulation (tDCS) contributes to motor learning although the underlying mechanisms are incompletely understood. Here, we investigated the effects of tDCS on resting brain dynamics recorded by whole-head magnetoencephalography (MEG) pre- and up to 35 minutes post-tDCS or sham over the left primary motor cortex (M1) in healthy adults. Owing to superior temporal and spatial resolution of MEG, we sought to apply a robust, blind and data-driven analytic approach such as independent component analysis (ICA) and statistical clustering to these data to investigate potential neuroplastic effects of tDCS during resting state conditions. We found decreased alpha and increased gamma band power that outlasted the real tDCS stimulation period in a fronto-parietal motor network relative to sham. However, this method could not find differences between anodal and cathodal polarities of tDCS. These results suggest that tDCS over M1 modulates resting brain dynamics in a fronto-parietal motor network (that includes the stimulated location), indicative of within-network enhanced localized cortical processing.
机译:尽管尚不完全了解其潜在机制,但经颅直流电刺激(tDCS)诱导的神经可塑性有助于运动学习。在这里,我们研究了tDCS对健康成人在tDCS之前和之后35分钟或假手术后左主运动皮层(M1)上通过全头磁脑电图(MEG)记录的静息大脑动力学的影响。由于MEG具有出色的时间和空间分辨率,我们试图对这些数据应用可靠,盲目和数据驱动的分析方法,例如独立成分分析(ICA)和统计聚类,以研究tDCS在静止状态下的潜在神经塑性作用。我们发现,与假手术相比,额顶运动网络中的真实tDCS刺激期持续了更短的alpha和更大的gamma波段功率。但是,该方法无法找到tDCS的阳极和阴极极性之间的差异。这些结果表明,M1上的tDCS调节额顶运动网络(包括受刺激的位置)中静止的大脑动力学,指示网络内增强的局部皮层处理。

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