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支配功能麻痹肌肉的运动单位的放电特征。

The discharge characteristics of motor units innervating functionally paralyzed muscles.

作者信息

Oliveira Daniela Souza De, Carbonaro Marco, Raiteri Brent James, Botter Alberto, Ponfick Matthias, Del Vecchio Alessandro

机构信息

Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.

Laboratory for Engineering of the Neuromuscular System (LISiN), Department of Electronics and Telecommunication, Politecnico di Torino, Turin, Italy.

出版信息

J Neurophysiol. 2025 Feb 1;133(2):343-357. doi: 10.1152/jn.00389.2024. Epub 2024 Dec 20.

Abstract

For individuals with motor complete spinal cord injury (SCI), previous works have shown that spared motor neurons below the injury level can still be voluntarily controlled. In this study, we investigated the behavior of these neurons after SCI by analyzing neural and spatial properties of individual motor units using high-density surface electromyography (HDsEMG) and ultrasound imaging. The dataset for this study is based on motor unit data from our previous work (Oliveira et al. 147: 3583-3595, 2024). Eight participants with chronic motor complete SCI and twelve uninjured controls attempted multiple hand movements, guided by a virtual hand, while we recorded forearm muscle activity. We analyzed the common synaptic input to motor neurons with a factorization method and found two dominant motor unit modes in both the SCI and control groups. Each mode was strongly correlated with the virtual hand's flexion or extension movements. The delay between flexion and extension movements and the motor unit modes was similar between groups, suggesting preserved common input to motor neurons after SCI. We classified motor units into task-modulated or nonmodulated (i.e., tonic or irregularly firing) based on their discharge patterns and phase difference with virtual hand kinematics and found a higher proportion of nonmodulated motor units in the SCI group. At the motor unit action potential level, we found larger motor unit territories after SCI. Finally, we observed distinct movements of paralyzed muscles with concurrent HDsEMG and ultrasound imaging, indicating the presence of highly functional motor units with distinct spared territories after SCI. Here, we observed a similar pattern of motor unit activation during attempted hand movements in individuals with complete SCI, who cannot move their fingers, and in a control group, who performed the prescribed movements. Despite differences in individual motor unit behavior between these groups, such as a higher proportion of nonmodulated motor units in SCI, movement intention can still be decoded from paralyzed muscles.

摘要

对于运动完全性脊髓损伤(SCI)患者,以往的研究表明,损伤平面以下残留的运动神经元仍可被自主控制。在本研究中,我们通过使用高密度表面肌电图(HDsEMG)和超声成像分析单个运动单位的神经和空间特性,研究了脊髓损伤后这些神经元的行为。本研究的数据集基于我们之前工作(Oliveira等人,147: 3583 - 3595, 2024)中的运动单位数据。8名慢性运动完全性脊髓损伤患者和12名未受伤的对照组参与者在虚拟手的引导下尝试进行多次手部运动,同时我们记录前臂肌肉活动。我们用一种分解方法分析了运动神经元的共同突触输入,发现在脊髓损伤组和对照组中都有两种主要的运动单位模式。每种模式都与虚拟手的屈伸运动密切相关。两组之间屈伸运动与运动单位模式之间的延迟相似,这表明脊髓损伤后运动神经元的共同输入得以保留。我们根据运动单位的放电模式及其与虚拟手运动学的相位差,将运动单位分为任务调制型或非调制型(即紧张性或不规则发放型),并发现脊髓损伤组中非调制型运动单位的比例更高。在运动单位动作电位水平,我们发现脊髓损伤后运动单位的区域更大。最后,我们通过同步的HDsEMG和超声成像观察到瘫痪肌肉的明显运动,这表明脊髓损伤后存在具有不同保留区域的高功能运动单位。在这里,我们观察到在无法移动手指的完全性脊髓损伤个体和执行规定动作的对照组个体尝试手部运动时,运动单位激活模式相似。尽管这些组之间单个运动单位的行为存在差异,如脊髓损伤组中非调制型运动单位的比例更高,但仍可从瘫痪肌肉中解码运动意图。

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