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脑-机接口结合功能性电刺激对多发性硬化症患者步态康复的影响:步态速度和事件相关去同步化起始潜伏期的初步发现。

Effects of brain-computer interface with functional electrical stimulation for gait rehabilitation in multiple sclerosis patients: preliminary findings in gait speed and event-related desynchronization onset latency.

机构信息

Rehabilitation Engineering and Neuromuscular and Sensory Research Laboratory, Faculty of Engineering, National University of Entre Ríos, Oro Verde, Entre Ríos, Argentina.

Fundación Rosarina de Neurorehabilitación, Rosario. Santa Fe, Argentina.

出版信息

J Neural Eng. 2021 Nov 26;18(6). doi: 10.1088/1741-2552/ac39b8.

Abstract

Brain-computer Interfaces (BCI) with functional electrical stimulation (FES) as a feedback device might promote neuroplasticity and hence improve motor function. Novel findings suggested that neuroplasticity could be possible in people with multiple sclerosis (pwMS). This preliminary study explores the effects of using a BCI-FES in therapeutic intervention, as an emerging methodology for gait rehabilitation in pwMS.People with relapsing-remitting, primary progressive or secondary progressive MS were evaluated with the inclusion criteria to enroll the nine participants required by the statistically computed sample size. Each patient trained with a BCI-FES during 24 sessions distributed in eight weeks. The effects were evaluated on gait speed (Timed 25 Foot Walk), walking ability (12-item Multiple Sclerosis Walking Scale), quality of life measures, the true positive rate as the BCI-FES performance metric and the event-related desynchronization (ERD) onset latency of the sensorimotor rhythms.Seven patients completed the therapeutic intervention. A statistically and clinically significant post-treatment improvement was observed in gait speed, as a result of a reduction in the time to walk 25 feet (-1.99 s,= 0.018), and walking ability (-31.25 score points,= 0.028). The true positive rate showed a statistically significant improvement (+15.87 score points,= 0.018). An earlier ERD onset latency (-180 ms) after treatment was found.This is the first study that explored gait rehabilitation using BCI-FES in pwMS. The results showed improvement in gait which might have been promoted by changes in functional brain connections involved in sensorimotor rhythm modulation. Although more studies with a larger sample size and control group are required to validate the efficacy of this approach, these results suggest that BCI-FES technology could have a positive effect on MS gait rehabilitation.

摘要

脑-机接口(BCI)与功能性电刺激(FES)作为反馈装置可能促进神经可塑性,从而改善运动功能。新的发现表明,多发性硬化症(pwMS)患者也可能具有神经可塑性。本初步研究探讨了将 BCI-FES 用于治疗干预的效果,这是一种用于 pwMS 步态康复的新兴方法。

符合纳入标准的复发缓解型、原发性进展型或继发性进展型 MS 患者被评估,根据统计计算的样本量需要纳入九名参与者。每位患者在八周内接受 24 次 BCI-FES 训练。使用步态速度(定时 25 英尺步行)、步行能力(12 项多发性硬化症步行量表)、生活质量措施、BCI-FES 性能指标的真正阳性率和感觉运动节律的事件相关去同步化(ERD)起始潜伏期来评估效果。

七名患者完成了治疗干预。治疗后观察到步态速度的统计学和临床显著改善,表现为走 25 英尺的时间减少(-1.99 秒,=0.018)和步行能力下降(-31.25 分,=0.028)。真正阳性率显示出统计学上的显著改善(+15.87 分,=0.018)。治疗后发现 ERD 起始潜伏期更早(-180 毫秒)。

这是首次在 pwMS 中探索使用 BCI-FES 进行步态康复的研究。结果表明步态得到了改善,这可能是由于参与感觉运动节律调节的功能性脑连接发生了变化。尽管需要更多具有更大样本量和对照组的研究来验证这种方法的疗效,但这些结果表明 BCI-FES 技术可能对 MS 步态康复产生积极影响。

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