Bach Margit M, Zandvoort Coen S, Cappellini Germana, Ivanenko Yury, Lacquaniti Francesco, Daffertshofer Andreas, Dominici Nadia
Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Amsterdam Movement Sciences & Institute of Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
Laboratory of Neuromotor Physiology, Istituto di Ricovero e Cura a Carattere Scientifico Fondazione Santa Lucia, Rome, Italy.
Front Hum Neurosci. 2023 Feb 16;17:1101432. doi: 10.3389/fnhum.2023.1101432. eCollection 2023.
Children start to run after they master walking. How running develops, however, is largely unknown.
We assessed the maturity of running pattern in two very young, typically developing children in a longitudinal design spanning about three years. Leg and trunk 3D kinematics and electromyography collected in six recording sessions, with more than a hundred strides each, entered our analysis. We recorded walking during the first session (the session of the first independent steps of the two toddlers at the age of 11.9 and 10.6 months) and fast walking or running for the subsequent sessions. More than 100 kinematic and neuromuscular parameters were determined for each session and stride. The equivalent data of five young adults served to define mature running. After dimensionality reduction using principal component analysis, hierarchical cluster analysis based on the average pairwise correlation distance to the adult running cluster served as a measure for maturity of the running pattern.
Both children developed running. Yet, in one of them the running pattern did not reach maturity whereas in the other it did. As expected, mature running appeared in later sessions (>13 months after the onset of independent walking). Interestingly, mature running alternated with episodes of immature running within sessions. Our clustering approach separated them.
An additional analysis of the accompanying muscle synergies revealed that the participant who did not reach mature running had more differences in muscle contraction when compared to adults than the other. One may speculate that this difference in muscle activity may have caused the difference in running pattern.
儿童在掌握行走之后开始跑步。然而,跑步是如何发展的在很大程度上尚不清楚。
我们采用纵向设计对两名发育正常的幼儿进行了约三年的跟踪,评估他们跑步模式的成熟度。分析纳入了在六个记录时段收集的腿部和躯干三维运动学及肌电图数据,每个时段有一百多个步幅。我们在第一个时段记录了行走情况(两名幼儿分别在11.9个月和10.6个月时首次独立行走的时段),在随后的时段记录了快走或跑步情况。每个时段和步幅都确定了100多个运动学和神经肌肉参数。五名年轻成年人的等效数据用于定义成熟跑步模式。在使用主成分分析进行降维后,基于与成人跑步聚类的平均成对相关距离的层次聚类分析被用作衡量跑步模式成熟度的指标。
两名儿童都发展出了跑步能力。然而,其中一名儿童的跑步模式未达到成熟,而另一名则达到了。正如预期的那样,成熟跑步出现在较晚的时段(独立行走开始后>13个月)。有趣的是,在各时段内成熟跑步与不成熟跑步的阶段交替出现。我们的聚类方法将它们区分开来。
对伴随的肌肉协同作用的进一步分析表明,未达到成熟跑步的参与者与成年人相比,肌肉收缩方面的差异更大。有人可能推测,这种肌肉活动的差异可能导致了跑步模式的差异。