Cuppone Anna Vera, Semprini Marianna, Konczak Jürgen
Motor Learning and Robotic Rehabilitation Laboratory, Department of Robotics, Brain and Cognitive Sciences, Istituto Italiano di Tecnologia, Genova, Italy.
Rehab Technologies, Istituto Italiano di Tecnologia, Genova, Italy.
Behav Brain Res. 2018 Jul 16;347:184-192. doi: 10.1016/j.bbr.2018.03.013. Epub 2018 Mar 13.
Sensorimotor learning is a bidirectional process associated with concurrent neuroplastic changes in the motor and somatosensory system. While motor memory consolidation and retention have been extensively studied during skill acquisition, little is known about the formation and consolidation of somatosensory memory associated with motor learning. Using a robotic exoskeleton, we tracked markers of somatosensory and motor learning while healthy participants trained to make goal-directed wrist reaching movements over five days and evaluated retention for up to 10 days after practice. Markers of somatosensory learning were changes in wrist position sense bias (systematic error) and precision (random error). The main results are as follows: First, somatosensory (proprioceptive) memory consolidation shows signs of cost savings with repeated sensorimotor training - the same feature is known for motor memory formation. Moreover, somatosensory learning generalized to untrained workspace. Second, somatosensory learning over days can be characterized as an early improvement in sensory precision and a later improvement in sensory bias. Third, the time course of learning gains in position sense acuity coincided with improvements in spatial movement accuracy. Finally, the gains of somatosensory learning were retained for several days. Improvements in position sense bias were still visible up to 3 days after the end of practice for the trained workspace positions, but decayed faster in the untrained workspace. Improvements in position sense precision were retained for up to 10 days and were workspace independent. The findings are consistent with the view that an internal model of somatosensory joint space is formed during motor learning.
感觉运动学习是一个双向过程,与运动和体感系统中同时发生的神经可塑性变化相关。虽然在技能习得过程中,运动记忆的巩固和保持已得到广泛研究,但对于与运动学习相关的体感记忆的形成和巩固却知之甚少。我们使用机器人外骨骼,在健康参与者进行为期五天的目标导向性腕部伸展运动训练期间,追踪体感和运动学习的指标,并在训练后长达10天的时间里评估记忆保持情况。体感学习的指标是腕部位置感觉偏差(系统误差)和精度(随机误差)的变化。主要结果如下:第一,体感(本体感觉)记忆巩固显示出随着重复的感觉运动训练有节省成本的迹象——运动记忆形成也有相同特征。此外,体感学习可推广到未训练的工作空间。第二,数天内的体感学习可被描述为早期感觉精度的提高和后期感觉偏差的改善。第三,位置感觉敏锐度的学习增益时间进程与空间运动准确性的提高相吻合。最后,体感学习的增益可保持数天。对于训练过的工作空间位置,位置感觉偏差的改善在训练结束后3天内仍可见,但在未训练的工作空间中衰减更快。位置感觉精度的改善可保持长达10天,且与工作空间无关。这些发现与运动学习过程中形成体感关节空间内部模型的观点一致。