Department of Biomedical Engineering, University of Minnesota, 312 Church Street, SE, Minneapolis, MN 55455, United States of America.
J Neural Eng. 2018 Feb;15(1):016009. doi: 10.1088/1741-2552/aa8ce3.
Combining repetitive transcranial magnetic stimulation (rTMS) with brain-computer interface (BCI) training can address motor impairment after stroke by down-regulating exaggerated inhibition from the contralesional hemisphere and encouraging ipsilesional activation. The objective was to evaluate the efficacy of combined rTMS + BCI, compared to sham rTMS + BCI, on motor recovery after stroke in subjects with lasting motor paresis.
Three stroke subjects approximately one year post-stroke participated in three weeks of combined rTMS (real or sham) and BCI, followed by three weeks of BCI alone. Behavioral and electrophysiological differences were evaluated at baseline, after three weeks, and after six weeks of treatment.
Motor improvements were observed in both real rTMS + BCI and sham groups, but only the former showed significant alterations in inter-hemispheric inhibition in the desired direction and increased relative ipsilesional cortical activation from fMRI. In addition, significant improvements in BCI performance over time and adequate control of the virtual reality BCI paradigm were observed only in the former group.
When combined, the results highlight the feasibility and efficacy of combined rTMS + BCI for motor recovery, demonstrated by increased ipsilesional motor activity and improvements in behavioral function for the real rTMS + BCI condition in particular. Our findings also demonstrate the utility of BCI training alone, as shown by behavioral improvements for the sham rTMS + BCI condition. This study is the first to evaluate combined rTMS and BCI training for motor rehabilitation and provides a foundation for continued work to evaluate the potential of both rTMS and virtual reality BCI training for motor recovery after stroke.
通过下调健侧半球过度抑制和鼓励患侧激活,结合重复经颅磁刺激(rTMS)和脑机接口(BCI)训练可以解决卒中后的运动障碍。目的是评估联合 rTMS+BCI 与假 rTMS+BCI 相比,对持续运动麻痹的卒中后患者运动恢复的疗效。
3 名卒中后约 1 年的受试者参与了 3 周的联合 rTMS(真实或假)和 BCI,然后单独进行 3 周的 BCI。在基线、3 周后和 6 周治疗后评估行为和电生理差异。
真实 rTMS+BCI 和假 rTMS+BCI 组均观察到运动改善,但只有前者表现出所需方向的半球间抑制的显著变化,并且从 fMRI 观察到相对患侧皮质激活增加。此外,仅在前一组中观察到 BCI 性能随时间的显著改善和虚拟现实 BCI 范式的充分控制。
当联合使用时,结果突出了联合 rTMS+BCI 治疗运动恢复的可行性和有效性,特别是在真实 rTMS+BCI 条件下,观察到患侧运动活动增加和行为功能改善。我们的研究结果还表明了单独使用 BCI 训练的效用,如假 rTMS+BCI 条件下的行为改善所示。这项研究是首次评估联合 rTMS 和 BCI 训练用于运动康复,并为进一步评估 rTMS 和虚拟现实 BCI 训练对卒中后运动恢复的潜力提供了基础。