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脑机接口(BMI)训练后,慢性卒中患者残留的上臂运动功能可促进瘫痪前臂肌肉的神经支配。

Residual Upper Arm Motor Function Primes Innervation of Paretic Forearm Muscles in Chronic Stroke after Brain-Machine Interface (BMI) Training.

作者信息

Curado Marco Rocha, Cossio Eliana Garcia, Broetz Doris, Agostini Manuel, Cho Woosang, Brasil Fabricio Lima, Yilmaz Oezge, Liberati Giulia, Lepski Guilherme, Birbaumer Niels, Ramos-Murguialday Ander

机构信息

Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Silcherstr. 5, 72076, Tübingen, Germany; International Max Planck Research School for Neural & Behavioral Sciences, Tübingen, Germany.

Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Silcherstr. 5, 72076, Tübingen, Germany.

出版信息

PLoS One. 2015 Oct 23;10(10):e0140161. doi: 10.1371/journal.pone.0140161. eCollection 2015.

Abstract

BACKGROUND

Abnormal upper arm-forearm muscle synergies after stroke are poorly understood. We investigated whether upper arm function primes paralyzed forearm muscles in chronic stroke patients after Brain-Machine Interface (BMI)-based rehabilitation. Shaping upper arm-forearm muscle synergies may support individualized motor rehabilitation strategies.

METHODS

Thirty-two chronic stroke patients with no active finger extensions were randomly assigned to experimental or sham groups and underwent daily BMI training followed by physiotherapy during four weeks. BMI sessions included desynchronization of ipsilesional brain activity and a robotic orthosis to move the paretic limb (experimental group, n = 16). In the sham group (n = 16) orthosis movements were random. Motor function was evaluated with electromyography (EMG) of forearm extensors, and upper arm and hand Fugl-Meyer assessment (FMA) scores. Patients performed distinct upper arm (e.g., shoulder flexion) and hand movements (finger extensions). Forearm EMG activity significantly higher during upper arm movements as compared to finger extensions was considered facilitation of forearm EMG activity. Intraclass correlation coefficient (ICC) was used to test inter-session reliability of facilitation of forearm EMG activity.

RESULTS

Facilitation of forearm EMG activity ICC ranges from 0.52 to 0.83, indicating fair to high reliability before intervention in both limbs. Facilitation of forearm muscles is higher in the paretic as compared to the healthy limb (p<0.001). Upper arm FMA scores predict facilitation of forearm muscles after intervention in both groups (significant correlations ranged from R = 0.752, p = 0.002 to R = 0.779, p = 0.001), but only in the experimental group upper arm FMA scores predict changes in facilitation of forearm muscles after intervention (R = 0.709, p = 0.002; R = 0.827, p<0.001).

CONCLUSIONS

Residual upper arm motor function primes recruitment of paralyzed forearm muscles in chronic stroke patients and predicts changes in their recruitment after BMI training. This study suggests that changes in upper arm-forearm synergies contribute to stroke motor recovery, and provides candidacy guidelines for similar BMI-based clinical practice.

摘要

背景

中风后上臂 - 前臂肌肉协同异常的情况尚未得到充分理解。我们研究了在基于脑机接口(BMI)的康复治疗后,上臂功能是否能启动慢性中风患者麻痹的前臂肌肉。塑造上臂 - 前臂肌肉协同可能支持个性化的运动康复策略。

方法

32名无主动手指伸展功能的慢性中风患者被随机分为实验组或假手术组,在四周内每天接受BMI训练,随后进行物理治疗。BMI训练包括使患侧大脑活动去同步化以及使用机器人矫形器移动瘫痪肢体(实验组,n = 16)。在假手术组(n = 16)中,矫形器的运动是随机的。通过前臂伸肌的肌电图(EMG)以及上臂和手部的Fugl - Meyer评估(FMA)分数来评估运动功能。患者进行不同的上臂(如肩部屈曲)和手部运动(手指伸展)。与手指伸展相比,上臂运动期间前臂EMG活动显著更高被认为是前臂EMG活动的促进。组内相关系数(ICC)用于测试前臂EMG活动促进的组间可靠性。

结果

前臂EMG活动促进的ICC范围为0.52至0.83,表明干预前双上肢的可靠性为中等至高度。与健侧肢体相比,患侧前臂肌肉的促进作用更高(p<0.001)。两组干预后上臂FMA分数均能预测前臂肌肉的促进情况(显著相关性范围从R = 0.752,p = 0.002至R = 0.779,p = 0.001),但只有实验组的上臂FMA分数能预测干预后前臂肌肉促进情况的变化(R = 0.709,p = 0.002;R = 0.827,p<0.001)。

结论

残余的上臂运动功能可启动慢性中风患者麻痹的前臂肌肉的募集,并预测BMI训练后其募集的变化。本研究表明上臂 - 前臂协同的变化有助于中风运动恢复,并为类似的基于BMI的临床实践提供候选指导原则。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e859/4619686/1026b838749b/pone.0140161.g001.jpg

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