Aoyama Toshiyuki, Ae Kazumichi, Kohno Yutaka
Department of Physical Therapy, Ibaraki Prefectural University of Health Sciences, 4669-2 Ami, Ami-Machi, Inashiki-gun, Ibaraki, Japan.
Nippon Sport Science University, 7-1-1 Fukasawa, Setagaya-ward, Tokyo, Japan.
J Biomech. 2022 Dec;145:111384. doi: 10.1016/j.jbiomech.2022.111384. Epub 2022 Nov 13.
Throwing is a fundamental human motor behavior that has evolved to aid hunting and defense against predators. In modern humans, accurate throwing is an important skill required in many sports. However, the spatiotemporal coordination of muscles during baseball throwing has not been fully elucidated. We herein aimed to identify the muscle synergies involved in baseball throwing and determine whether their spatiotemporal patterns are shared among individuals. Ten college baseball players participated in this study. Electromyographic activity was recorded from 13 ipsilateral upper limb muscles during throwing using full effort. Non-negative matrix factorization was used to extract the motor module composition and temporal activation patterns during baseball throwing, followed by k-means analysis to cluster the extracted motor modules based on their similarity. Four motor modules were extracted for each player. These were classified into four clusters (Clusters 1-4), each reaching the peak activity sequentially from the early cocking phase to ball release. Spatiotemporal interindividual similarity in the muscle synergy cluster comprising the muscles activated during the transition from early cocking to late cocking (Cluster 2) was significantly lower than that in the other clusters. There was no individual-specific muscle synergy. These results suggest that the skilled baseball throwing motion acquired through years of practice may consist of four basic muscle synergies that are common among individuals with some differences in their spatiotemporal patterns.
投掷是一种基本的人类运动行为,其进化是为了辅助狩猎和抵御捕食者。在现代人类中,精准投掷是许多体育运动所需的一项重要技能。然而,棒球投掷过程中肌肉的时空协调性尚未得到充分阐明。我们在此旨在确定参与棒球投掷的肌肉协同作用,并确定其时空模式在个体之间是否共享。十名大学棒球运动员参与了本研究。在全力投掷过程中,记录了13块同侧上肢肌肉的肌电活动。使用非负矩阵分解来提取棒球投掷过程中的运动模块组成和时间激活模式,随后进行k均值分析,根据提取的运动模块的相似性对其进行聚类。为每位运动员提取了四个运动模块。这些模块被分为四个簇(簇1-4),每个簇从早期引臂阶段到球出手依次达到峰值活动。在从早期引臂到晚期引臂过渡期间激活的肌肉组成的肌肉协同簇(簇2)中的个体间时空相似性显著低于其他簇。不存在个体特异性的肌肉协同作用。这些结果表明,通过多年练习获得的熟练棒球投掷动作可能由四种基本的肌肉协同作用组成,这些协同作用在个体之间是共同的,只是在时空模式上存在一些差异。