Wan Chunli, Zhang Qiyuan, Qiu Yu, Zhang Wenting, Nie Yao, Zeng Shuyi, Wang Jian, Shen Xiaowen, Yu Cui, Wu Xixi, Zhang Yuting, Li Yongqiang
The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Gulou District, Nanjing City, Jiangsu Province, China.
Nanjing Medical University, Nanjing, China.
J Neuroeng Rehabil. 2025 Aug 29;22(1):187. doi: 10.1186/s12984-025-01730-9.
Brain-computer interface (BCI) has been shown to be beneficial in improving lower limb motility in stroke, but their effectiveness on balance and attention is unclear. In addition, current BCIs are mostly in single-task mode. The BCI system used in this study was based on a dual-task model of motor imagery (MI) and virtual reality (VR). Previous studies have demonstrated that dual-task seems to be beneficial for balance and attention. The purpose of this study was to validate the effects of MI-VR-based dual-task BCI on balance and attention in participants with stroke.
This pilot, single-blind, randomized controlled trial involved 38 stroke participants, randomized to the BCI (BCI pedaling training) or control group (conventional pedaling). Both groups trained 20 min daily, 5 days a week for 4 weeks, alongside conventional rehabilitation. Thirty participants completed the program (mean age: 56.56 years, mean disease duration: 4.48 months). Assessments were made before and after 4 weeks. The primary outcome was the Berg Balance Scale (BBS), and secondary outcomes included the Timed Up and Go Test (TUGT), Fugl-Meyer Lower Extremity Assessment (FMA-LE), Symbol Digit Modalities Test (SDMT), and average attention index.
30 participants completed the study (14 in the BCI and 16 in the control group). The retention rates were 73.68% and 84.21% respectively. No adverse events were reported in this study and participants did not report any discomfort. The changes in BBS, TUGT and SDMT values in the BCI group were significantly better than those in the control group (P < 0.05). Average attention index of the BCI group's participants grew with the number of training sessions, and there was a significant difference comparing pre- to post-treatment (p < 0.05). The value of BBS change is linearly correlated with the value of SDMT change (F = 8.778, y = 0.59x + 1.90, P < 0.001).
This study initially showed positive effects of dual-task mode of BCI pedalling training on balance and attention in stroke participants. However, given the preliminary nature of this study and its limitations, the results need to be treated with caution. Trial registration Chinese Clinical Trial Registry Identifier: ChiCTR2300071522. Registered on 2023/05/17.
脑机接口(BCI)已被证明有助于改善中风患者的下肢运动能力,但其对平衡和注意力的有效性尚不清楚。此外,目前的脑机接口大多处于单任务模式。本研究中使用的脑机接口系统基于运动想象(MI)和虚拟现实(VR)的双任务模型。先前的研究表明,双任务似乎有利于平衡和注意力。本研究的目的是验证基于MI-VR的双任务脑机接口对中风参与者平衡和注意力的影响。
这项初步的单盲随机对照试验纳入了38名中风参与者,随机分为脑机接口组(脑机接口踏板训练)或对照组(传统踏板训练)。两组均每天训练20分钟,每周训练5天,共训练4周,同时进行传统康复训练。30名参与者完成了该项目(平均年龄:56.56岁,平均病程:4.48个月)。在4周前后进行评估。主要结局指标是伯格平衡量表(BBS),次要结局指标包括计时起立行走测试(TUGT)、Fugl-Meyer下肢评定量表(FMA-LE)、符号数字模态测试(SDMT)和平均注意力指数。
30名参与者完成了研究(脑机接口组14名,对照组16名)。保留率分别为73.68%和84.21%。本研究未报告任何不良事件,参与者也未报告任何不适。脑机接口组的BBS、TUGT和SDMT值变化明显优于对照组(P<0.05)。脑机接口组参与者的平均注意力指数随着训练次数的增加而增长,治疗前后比较有显著差异(p<0.05)。BBS变化值与SDMT变化值呈线性相关(F=8.778,y=0.59x+1.90,P<0.001)。
本研究初步表明,脑机接口踏板训练的双任务模式对中风参与者的平衡和注意力有积极影响。然而,鉴于本研究的初步性质及其局限性,结果需谨慎对待。试验注册 中国临床试验注册中心标识符:ChiCTR2300071522。于2023年5月17日注册。