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使用脑机接口辅助运动想象结合或不结合经颅直流电刺激(tDCS)进行康复治疗后中风患者的脑功能变化:一项初步研究

Brain Functional Changes in Stroke Following Rehabilitation Using Brain-Computer Interface-Assisted Motor Imagery With and Without tDCS: A Pilot Study.

作者信息

Hu Mengjiao, Cheng Hsiao-Ju, Ji Fang, Chong Joanna Su Xian, Lu Zhongkang, Huang Weimin, Ang Kai Keng, Phua Kok Soon, Chuang Kai-Hsiang, Jiang Xudong, Chew Effie, Guan Cuntai, Zhou Juan Helen

机构信息

NTU Institute for Health Technologies, Interdisciplinary Graduate Programme, Nanyang Technological University, Singapore, Singapore.

Center for Sleep and Cognition, Center for Translational MR Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.

出版信息

Front Hum Neurosci. 2021 Jul 16;15:692304. doi: 10.3389/fnhum.2021.692304. eCollection 2021.

Abstract

Brain-computer interface-assisted motor imagery (MI-BCI) or transcranial direct current stimulation (tDCS) has been proven effective in post-stroke motor function enhancement, yet whether the combination of MI-BCI and tDCS may further benefit the rehabilitation of motor functions remains unknown. This study investigated brain functional activity and connectivity changes after a 2 week MI-BCI and tDCS combined intervention in 19 chronic subcortical stroke patients. Patients were randomized into MI-BCI with tDCS group and MI-BCI only group who underwent 10 sessions of 20 min real or sham tDCS followed by 1 h MI-BCI training with robotic feedback. We derived amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), and functional connectivity (FC) from resting-state functional magnetic resonance imaging (fMRI) data pre- and post-intervention. At baseline, stroke patients had lower ALFF in the ipsilesional somatomotor network (SMN), lower ReHo in the contralesional insula, and higher ALFF/Reho in the bilateral posterior default mode network (DMN) compared to age-matched healthy controls. After the intervention, the MI-BCI only group showed increased ALFF in contralesional SMN and decreased ALFF/Reho in the posterior DMN. In contrast, no post-intervention changes were detected in the MI-BCI + tDCS group. Furthermore, higher increases in ALFF/ReHo/FC measures were related to better motor function recovery (measured by the Fugl-Meyer Assessment scores) in the MI-BCI group while the opposite association was detected in the MI-BCI + tDCS group. Taken together, our findings suggest that brain functional re-normalization and network-specific compensation were found in the MI-BCI only group but not in the MI-BCI + tDCS group although both groups gained significant motor function improvement post-intervention with no group difference. MI-BCI and tDCS may exert differential or even opposing impact on brain functional reorganization during post-stroke motor rehabilitation; therefore, the integration of the two strategies requires further refinement to improve efficacy and effectiveness.

摘要

脑机接口辅助运动想象(MI-BCI)或经颅直流电刺激(tDCS)已被证明在增强中风后运动功能方面有效,但MI-BCI与tDCS联合使用是否能进一步促进运动功能康复仍不清楚。本研究调查了19例慢性皮质下中风患者在接受为期2周的MI-BCI与tDCS联合干预后的脑功能活动和连接性变化。患者被随机分为MI-BCI联合tDCS组和单纯MI-BCI组,分别接受10次、每次20分钟的真实或 sham tDCS,随后进行1小时的MI-BCI训练及机器人反馈。我们从干预前后的静息态功能磁共振成像(fMRI)数据中得出低频振幅(ALFF)、局部一致性(ReHo)和功能连接性(FC)。在基线时,与年龄匹配的健康对照相比,中风患者患侧躯体运动网络(SMN)的ALFF较低,对侧岛叶的ReHo较低,双侧后默认模式网络(DMN)的ALFF/ReHo较高。干预后,单纯MI-BCI组患侧SMN的ALFF增加,后DMN的ALFF/ReHo降低。相比之下,MI-BCI + tDCS组未检测到干预后的变化。此外,MI-BCI组中ALFF/ReHo/FC测量值的更高增加与更好的运动功能恢复(通过Fugl-Meyer评估评分衡量)相关,而在MI-BCI + tDCS组中则发现相反的关联。综上所述,我们的研究结果表明,尽管两组在干预后运动功能均有显著改善且无组间差异,但仅在单纯MI-BCI组中发现了脑功能重新正常化和特定网络补偿,而在MI-BCI + tDCS组中未发现。MI-BCI和tDCS在中风后运动康复过程中可能对脑功能重组产生不同甚至相反的影响;因此,这两种策略的整合需要进一步优化以提高疗效和效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1423/8322606/3c0c50f0289d/fnhum-15-692304-g001.jpg

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