Changes in Spatiotemporal Variability of Muscular Response under the Influence of Post-stroke Spasticity.

IF 4.8 2区 医学 Q2 ENGINEERING, BIOMEDICAL IEEE Transactions on Neural Systems and Rehabilitation Engineering Pub Date : 2024-11-08 DOI:10.1109/TNSRE.2024.3486026
Tian Xie, Yan Leng, Ruxin He, Chuhuai Wang, Rong Song
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Abstract

Spasticity is characterized by involuntary muscle activation due to the hyperexcitability of the stretch reflex. However, the temporal pattern and spatial heterogeneity of motor unit recruitment in this activation are not fully understood. The aim of this study was to investigate changes in spatiotemporal variability in spastic muscle responses to passive stretch after stroke. We acquired high-density surface electromyography (HD-sEMG) signals from the biceps brachii in 21 stroke survivors, 10 age-matched old healthy controls, and 10 young healthy controls at velocities of 10°/s, 60°/s, 120°/s, and 180°/s. The average and distribution of fuzzy entropy extracted from HD-sEMG signals were used to characterize the spatiotemporal variability of muscle activation. Our results showed that the temporal variability of stroke survivors was significantly lower than that of old controls, while the latter was significantly lower than that of young controls. As velocity increased, only stroke survivors showed decreased activation variability and increased activation levels in specific region, and the distributions were similar across velocities. Notably, the activation variability and the size of regions with high activation levels were significantly negatively and positively correlated with the severity of spasticity, respectively. These findings provide entropy-based evidence for the contribution of greater silencing of motoneurons responsible for reflex inhibition to the synchronous recruitment of more motor units.

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中风后痉挛影响下肌肉反应时空变异性的变化
痉挛的特点是拉伸反射过度兴奋导致肌肉不自主激活。然而,人们对这种激活中运动单位招募的时间模式和空间异质性并不完全了解。本研究旨在调查中风后痉挛肌肉对被动拉伸反应的时空变异性变化。我们以 10°/秒、60°/秒、120°/秒和 180°/秒的速度采集了 21 名中风幸存者、10 名年龄匹配的老年健康对照者和 10 名年轻健康对照者肱二头肌的高密度表面肌电图(HD-sEMG)信号。从 HD-sEMG 信号中提取的模糊熵的平均值和分布用于描述肌肉激活的时空变异性。结果显示,中风幸存者的时变性明显低于老年对照组,而后者则明显低于年轻对照组。随着速度的增加,只有中风幸存者的激活变异性降低,特定区域的激活水平增加,且不同速度下的分布相似。值得注意的是,激活变异性和高激活水平区域的大小分别与痉挛的严重程度呈显著负相关和正相关。这些发现提供了基于熵的证据,证明负责反射抑制的运动神经元的更大沉默有助于同步招募更多的运动单位。
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来源期刊
CiteScore
8.60
自引率
8.20%
发文量
479
审稿时长
6-12 weeks
期刊介绍: Rehabilitative and neural aspects of biomedical engineering, including functional electrical stimulation, acoustic dynamics, human performance measurement and analysis, nerve stimulation, electromyography, motor control and stimulation; and hardware and software applications for rehabilitation engineering and assistive devices.
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