Matching dynamically varying forces with multi-motor-unit muscle models: a simulation study.

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Royal Society Open Science Pub Date : 2025-04-02 eCollection Date: 2025-04-01 DOI:10.1098/rsos.241401
T Murtola, C Richards
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Abstract

Human muscles exhibit great versatility, not only generating forces for demanding athleticism, but also for fine motor tasks. While standard musculoskeletal models may reproduce this versatility, they often lack multiple motor units (MUs) and rate-coded control. To investigate how these features affect a muscle's ability to generate desired force profiles, we performed simulations with nine alternative MU pool models for two cases: (i) a tibialis anterior muscle generating an isometric trapezoidal force profile, and (ii) a generic shoulder muscle generating force for a reaching movement whilst undergoing predetermined length changes. We implemented two control strategies, pure feedforward and combined feedforward-feedback, each parameterized using elementary tasks. The results suggest that the characteristics of MU pools have relatively little impact on the pools' overall ability to match forces across all tasks, although performances for individual tasks varied. Feedback improved performance for nearly all MU pools and tasks, but the physiologically more relevant MU pool types were more responsive to feedback particularly during reaching. While all MU pool models performed well in the conditions tested, we highlight the need to consider the functional characteristics of the control of rate-coded MU pools given the vast repertoire of dynamic tasks performed by muscles.

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用多运动单元肌肉模型匹配动态变化的力:仿真研究。
人类肌肉表现出极大的多功能性,不仅为高要求的运动运动产生力量,也为精细的运动任务产生力量。虽然标准的肌肉骨骼模型可以复制这种多功能性,但它们通常缺乏多个运动单元(mu)和速率编码控制。为了研究这些特征如何影响肌肉产生所需力轮廓的能力,我们对两种情况进行了九种不同的MU池模型的模拟:(i)胫骨前肌产生等距梯形力轮廓,以及(ii)一般肩部肌肉在经历预定长度变化时产生达到运动的力。我们实现了两种控制策略,纯前馈和组合前馈-反馈,每种策略都使用基本任务进行参数化。结果表明,尽管单个任务的表现有所不同,但MU池的特征对池在所有任务中匹配力量的整体能力的影响相对较小。反馈提高了几乎所有MU池和任务的性能,但是生理上更相关的MU池类型对反馈的反应更灵敏,特别是在到达时。虽然所有的MU池模型在测试条件下表现良好,但我们强调,考虑到肌肉执行的大量动态任务,需要考虑速率编码MU池控制的功能特征。
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来源期刊
Royal Society Open Science
Royal Society Open Science Multidisciplinary-Multidisciplinary
CiteScore
6.00
自引率
0.00%
发文量
508
审稿时长
14 weeks
期刊介绍: Royal Society Open Science is a new open journal publishing high-quality original research across the entire range of science on the basis of objective peer-review. The journal covers the entire range of science and mathematics and will allow the Society to publish all the high-quality work it receives without the usual restrictions on scope, length or impact.
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