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Challenges and New Approaches to Proving the Existence of Muscle Synergies of Neural Origin

机译:证明神经起源的肌肉协同作用的挑战和新方法

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摘要

Muscle coordination studies repeatedly show low-dimensionality of muscle activations for a wide variety of motor tasks. The basis vectors of this low-dimensional subspace, termed muscle synergies, are hypothesized to reflect neurally-established functional muscle groupings that simplify body control. However, the muscle synergy hypothesis has been notoriously difficult to prove or falsify. We use cadaveric experiments and computational models to perform a crucial thought experiment and develop an alternative explanation of how muscle synergies could be observed without the nervous system having controlled muscles in groups. We first show that the biomechanics of the limb constrains musculotendon length changes to a low-dimensional subspace across all possible movement directions. We then show that a modest assumption—that each muscle is independently instructed to resist length change—leads to the result that electromyographic (EMG) synergies will arise without the need to conclude that they are a product of neural coupling among muscles. Finally, we show that there are dimensionality-reducing constraints in the isometric production of force in a variety of directions, but that these constraints are more easily controlled for, suggesting new experimental directions. These counter-examples to current thinking clearly show how experimenters could adequately control for the constraints described here when designing experiments to test for muscle synergies—but, to the best of our knowledge, this has not yet been done.
机译:肌肉协调研究反复表明,对于多种运动任务而言,肌肉激活的维度较低。假设此低维子空间的基本向量称为肌肉协同作用,以反映简化了身体控制的神经建立的功能性肌肉分组。然而,众所周知,肌肉协同作用假说很难被证明或伪造。我们使用尸体实验和计算模型来进行关键的思想实验,并开发出另一种解释,说明在神经系统没有控制组肌肉的情况下如何观察到肌肉协同作用。我们首先表明,肢体的生物力学将肌腱长度在所有可能的运动方向上约束为一个低维子空间。然后,我们显示了一个适度的假设(即独立指示每个肌肉抵抗长度变化)会导致产生肌电图(EMG)协同效应,而无需得出结论,认为它们是肌肉之间神经耦合的产物。最后,我们证明了在各种方向上的力的等轴测图中都存在降维约束,但是这些约束更易于控制,从而提出了新的实验方向。这些与当前思想相反的例子清楚地表明,在设计实验以测试肌肉协同作用时,实验者如何能够充分控制此处所述的约束条件,但是据我们所知,这还没有完成。

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