Takiyama Ken, Mugikura Shuta, Furuya Shinichi
Department of Electrical Engineering and Computer Science, Tokyo University of Agriculture and Technology, Koganei, Japan.
Sony Computer Science Laboratories Inc. (Sony CSL), Tokyo, Japan.
Front Neurol. 2022 Aug 12;13:983448. doi: 10.3389/fneur.2022.983448. eCollection 2022.
Learning accurate and fast movements typically accompanies the modulation of feedforward control. Nevertheless, it remains unclear how motor skill learning modulates feedforward control, such as through maladaptation of the sensorimotor system by extensive training (e.g., task-specific dystonia). Here, we examined the modulation of feedforward control through motor skill learning while focusing on the motion of piano playing at either a natural tempo or the fastest tempo. The current study compared the kinematics and keypress data among individuals in three groups: healthy and well-trained pianists (i.e., subjects with skill learning), non-musicians (i.e., subjects without skill learning), and patients with focal-hand dystonia (FHD) (i.e., subjects with maladaptation by skill learning). Compared to healthy pianists, patients with FHD showed impairment in some feedforward motion components that are relevant to classifying the two playing tempi. However, while focusing on motion components that are irrelevant to the tempo classification, patients with FHD showed movements comparable to those of healthy pianists. Furthermore, patients with FHD demonstrated significantly slower movement times than healthy pianists. Our results suggest that maladaptation by skill learning affects parts of feedforward control rather than its entirety. Nevertheless, the affected feedforward components are relevant to performing movements as fast as possible, which may underlie the speed dependence of dystonic symptoms.
学习准确而快速的动作通常伴随着前馈控制的调节。然而,运动技能学习如何调节前馈控制仍不清楚,例如通过大量训练(如特定任务性肌张力障碍)使感觉运动系统出现适应不良。在此,我们在专注于以自然速度或最快速度进行钢琴弹奏动作的同时,研究了通过运动技能学习对前馈控制的调节。本研究比较了三组个体的运动学和按键数据:健康且训练有素的钢琴家(即有技能学习的受试者)、非音乐家(即无技能学习的受试者)以及局灶性手部肌张力障碍(FHD)患者(即因技能学习而出现适应不良的受试者)。与健康钢琴家相比,FHD患者在一些与区分两种弹奏速度相关的前馈运动成分上表现出损伤。然而,在关注与速度分类无关的运动成分时,FHD患者的动作与健康钢琴家相当。此外,FHD患者的动作时间明显比健康钢琴家慢。我们的结果表明,技能学习导致的适应不良影响的是前馈控制的部分而非全部。尽管如此,受影响的前馈成分与尽可能快速地执行动作相关,这可能是肌张力障碍症状依赖速度的基础。