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老年人中通过OpenSim获得的肌肉力量与通过肌电图获得的肌肉活动之间相关性的测定。

Determination of the correlation between muscle forces obtained from OpenSim and muscle activities obtained from electromyography in the elderly.

作者信息

Karimi Mohammad T, Hemmati Fatemeh, Mardani Mohammad A, Sharifmoradi Keyvan, Hosseini Seyed Iman, Fadayevatan Reza, Esrafilian Amir

机构信息

Rehabilitation Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.

Orthotics and Prosthetics Department, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.

出版信息

Phys Eng Sci Med. 2021 Mar;44(1):243-251. doi: 10.1007/s13246-021-00973-9. Epub 2021 Feb 8.

Abstract

Measurement of muscle forces related to aging can help to better identify the gait impairment mechanisms in the elderly. To this end, musculoskeletal modeling has been developed to estimate muscle forces. This study aimed to check the validity of OpenSim modeling (i.e., computed muscle control) approach in elderly subjects. Kinematic and kinetic data and Electromyography (EMG) signals for four different muscles were collected in nine healthy elderly males during walking. Dynamic simulation was done within OpenSim. Correlation analysis was performed to quantitatively compare the maximum estimated muscle forces with maximum measured muscle activities during the first double limb support, single limb support, and the second double limb support phases. The area-time plots of OpenSim and EMG data during gait cycle were obtained for qualitative assessment. In quantitative assessment, a low to moderate correlation was observed for the peak of muscle force and muscle activation of four muscles during sub phases of gait. The muscle forces pattern from OpenSim was found to be relatively similar to the muscle activity pattern from EMG especially for Gastrocnemius Medialis. A low to moderate consistency between OpenSim and EMG in the elderly can be explained by using a single mathematical estimation approach.

摘要

测量与衰老相关的肌肉力量有助于更好地识别老年人的步态损伤机制。为此,已经开发了肌肉骨骼模型来估计肌肉力量。本研究旨在检验OpenSim建模(即计算肌肉控制)方法在老年受试者中的有效性。在九名健康老年男性行走过程中收集了四种不同肌肉的运动学和动力学数据以及肌电图(EMG)信号。在OpenSim中进行了动态模拟。进行相关分析以定量比较在首次双支撑、单支撑和第二次双支撑阶段期间最大估计肌肉力量与最大测量肌肉活动。获得了步态周期中OpenSim和EMG数据的面积-时间图用于定性评估。在定量评估中,在步态子阶段期间观察到四种肌肉的肌肉力量峰值与肌肉激活之间存在低到中等程度的相关性。发现来自OpenSim的肌肉力量模式与来自EMG的肌肉活动模式相对相似,尤其是对于腓肠肌内侧头。老年人中OpenSim和EMG之间低到中等程度的一致性可以通过使用单一数学估计方法来解释。

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