The Sansom Institute for Health Research, School of Health Sciences, The University of South Australia, Adelaide, 5001, Australia.
The Robinson Research Institute, Adelaide Medical School, The University of Adelaide, Adelaide, 5005, Australia.
Hum Brain Mapp. 2018 Aug;39(8):3326-3339. doi: 10.1002/hbm.24079. Epub 2018 Apr 14.
Transcranial direct current stimulation (tDCS) is a noninvasive brain stimulation technique that has potential for clinical utility in neurorehabilitation. However, recent evidence indicates that the responses to tDCS are highly variable. This study investigated whether electroencephalographic (EEG) measures of functional connectivity of the target network were associated with the response to ipsilesional anodal tDCS in stroke survivors. Ten chronic stroke patients attended two experimental sessions in a randomized cross-over trial and received anodal or sham tDCS. Single-pulse transcranial magnetic stimulation was used to quantify change in corticospinal excitability following tDCS. At the beginning of each session, functional connectivity was estimated using the debiased-weighted phase lag index from EEG recordings at rest. Magnetic resonance imaging identified lesion location and lesion volume. Partial least squares regression identified models of connectivity which maximally accounted for variance in anodal tDCS responses. Stronger connectivity of a network with a seed approximating the stimulated ipsilesional motor cortex, and clusters of electrodes approximating the ipsilesional parietal cortex and contralesional frontotemporal cortex in the alpha band (8-13 Hz) was strongly associated with a greater increase of corticospinal excitability following anodal tDCS. This association was not observed following sham stimulation. Addition of a structural measure(s) of injury (lesion volume) provided an improved model fit for connectivity between the seed electrode and ipsilesional parietal cortex, but not the contralesional frontotemporal cortex. TDCS has potential to greatly assist stroke rehabilitation and functional connectivity appears a robust and specific biomarker of response which may assist clinical translation of this therapy.
经颅直流电刺激(tDCS)是一种非侵入性的脑刺激技术,在神经康复中有潜在的临床应用价值。然而,最近的证据表明,tDCS 的反应具有高度的可变性。本研究调查了目标网络的功能连接的脑电图(EEG)测量是否与中风幸存者对同侧阳极 tDCS 的反应有关。10 名慢性中风患者在一项随机交叉试验中参加了两次实验,并接受了阳极或假 tDCS。单脉冲经颅磁刺激用于量化 tDCS 后皮质脊髓兴奋性的变化。在每个会话开始时,使用 EEG 记录在休息时的无偏加权相位滞后指数来估计功能连接。磁共振成像确定了病变位置和病变体积。偏最小二乘回归确定了连接模型,这些模型最大限度地解释了阳极 tDCS 反应的变异性。与刺激的同侧运动皮层接近的网络的连接性更强,以及在 alpha 波段(8-13 Hz)中接近同侧顶叶皮层和对侧额颞叶皮层的电极簇的连接性更强,与阳极 tDCS 后皮质脊髓兴奋性的增加更强相关。这种关联在假刺激后没有观察到。添加损伤的结构测量(病变体积)为种子电极与同侧顶叶皮层之间的连接提供了更好的模型拟合,但对侧额颞叶皮层则不然。TDCS 有可能极大地帮助中风康复,而功能连接似乎是反应的一个强大而特异的生物标志物,可能有助于该治疗的临床转化。