首页|神经肌肉电刺激对静立平衡下皮层肌肉耦合的影响分析

神经肌肉电刺激对静立平衡下皮层肌肉耦合的影响分析

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神经肌肉电刺激(NMES)已被证实对保持人体平衡有促进作用,然而关于其对运动能力影响的研究主要集中在外在物理分析,对内源性神经调控机制的分析却甚少.本文首次研究了 NMES对静立平衡时皮层活性以及皮层肌肉功能耦合(CMFC)的影响,共招募12名健康受试者参与了双腿NMES训练,每次训练包含60次电诱发等长收缩.本研究采集刺激前、刺激2周后、刺激4周后受试者维持静立平衡时的脑电(EEG)信号、肌电(EMG)信号和足底压力中心(COP)信号,对比分析COP特征参数、CMFC和皮层活性的变化.结果表明,NMES训练改善了受试者静立平衡时的姿态稳定性.同时,围绕EMG信号的功率谱密度(PSD)定义了κ频段,计算EEG-EMG时频最大信息系数(TFMIC),发现NMES增强了皮层和下肢肌肉的功能连接,刺激后β-κ和γ-κ频段CMFC均有不同程度提高.此外,EEG信号样本熵(SE)也在训练后出现增长.本研究结果证实,NMES训练可以增强人体静立平衡下的CFMC和大脑激活程度.综上,本研究从生理电信号的角度验证了NMES对于平衡训练的有效性,也为NMES的训练效果提供了客观的评估指标.
Analysis of the effect of neuromuscular electrical stimulation on corticomuscular coupling during standing balance
Neuromuscular electrical stimulation(NMES)has been proven to promote human balance,but research on its impact on motor ability mainly focuses on external physical analysis,with little analysis on the intrinsic neural regulatory mechanisms.This study,for the first time,investigated the effects of NMES on cortical activity and cortico-muscular functional coupling(CMFC)during standing balance.Twelve healthy subjects were recruited in bilateral NMES training,with each session consisting of 60 electrically induced isometric contractions.Electroencephalogram(EEG)signals,electromyogram(EMG)signals,and center of pressure(COP)signals of the foot sole were collected before stimulation,two weeks after stimulation,and four weeks after stimulation while the subjects maintained standing balance.The results showed that NMES training improved subjects'postural stability during standing balance.Additionally,based on the EMG power spectral density(PSD),the κ frequency band was defined,and EEG-EMG time-frequency maximal information coefficients(TFMIC)were calculated.It was found that NMES enhanced functional connectivity between the cortex and lower limb muscles,with varying degrees of increase in β-κ and γ-κ frequency band CMFC after stimulation.Furthermore,sample entropy(SE)of EEG signals also increased after training.The results of this study confirm that NMES training can enhance CMFC and brain activation during standing balance.This study,from the perspective of physiological electrical signals,validates the effectiveness of NMES for balance training and provides objective assessment metrics for the training effects of NMES.

Standing balanceCortico-muscular couplingNeuromuscular electrical stimulationCenter of pressure

柯伟杰、罗志增

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杭州电子科技大学智能控制与机器人研究所(杭州 310018)

静立平衡 脑肌耦合 神经肌肉电刺激 压力中心

2024

生物医学工程学杂志
四川大学华西医院 四川省生物医学工程学会

生物医学工程学杂志

CSTPCD北大核心
影响因子:0.432
ISSN:1001-5515
年,卷(期):2024.41(6)