Modulating the Structure of Motor Variability for Skill Learning Through Specific Muscle Synergies in Elderlies and Young Adults

IEEE Open J Eng Med Biol. 2020 Feb 14:1:33-40. doi: 10.1109/OJEMB.2019.2963666. eCollection 2020.

Abstract

Objective: Motor variability - performance variations across task repetitions - has been assumed to be undesirable. But recent studies argue that variability facilitates early motor learning by allowing exploratory search of reward-generating motion, and that variability's structure may be modulated by neural circuits for furthering learning. What are the neural sources of learning-relevant motor variability and its modulation in humans of different ages? Methods: Elderlies and young adults played a 3-session virtual bowling while multi-muscle electromyographic signals were collected. We quantified trial-to-trial variability of muscle synergies - neuromotor control modules - and of their activations. Results: In elderlies, bowling-score gain correlated with change of activation timing variability of specific synergies, but in young adults, with variability changes of synergy-activation magnitude, and of the synergies themselves. Conclusions: Variability modulation of specific muscle synergies and their activations contribute to early motor learning. Elderly and young individuals may rely on different aspects of motor variability to drive learning.

Keywords: Ageing; EMG; Motor Learning; Motor Variability; Muscle Synergy.

Grants and funding

The work of V. C. K. C. was supported by The CUHK Faculty of Medicine Faculty Innovation Award (FIA2016/A/04) and grants from the Research Grants Council of the Hong Kong Special Administrative Region, China (Project No. CUHK 24115318 and CUHK-R4022-18). The work of R. H. M. Chan was partially supported by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China (Project No. CityU 11215618).