Nakayashiki Kosei, Tojiki Hajime, Hayashi Yoshikatsu, Yano Shiro, Kondo Toshiyuki
Department of Computer and Information Sciences, Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan.
Biomedical Science and Biomedical Engineering, School of Biological Sciences, University of Reading, Whiteknights, Reading, United Kingdom.
Front Hum Neurosci. 2021 Nov 11;15:764281. doi: 10.3389/fnhum.2021.764281. eCollection 2021.
Event-related desynchronization (ERD) is a relative attenuation in the spectral power of an electroencephalogram (EEG) observed over the sensorimotor area during motor execution and motor imagery. It is a well-known EEG feature and is commonly employed in brain-computer interfaces. However, its underlying neural mechanisms are not fully understood, as ERD is a single variable correlated with external events involving numerous pathways, such as motor intention, planning, and execution. In this study, we aimed to identify a dominant factor for inducing ERD. Participants were instructed to grasp their right hand with three different (10, 25, or 40%MVF: maximum voluntary force) levels under two distinct experimental conditions: a closed-loop condition involving real-time visual force feedback (VF) or an open-loop condition in a feedforward (FF) manner. In each condition, participants were instructed to repeat the grasping task a certain number of times with a timeline of Rest (10.0 s), Preparation (1.0 s), and Motor Execution (4.0 s) periods, respectively. EEG signals were recorded simultaneously with the motor task to evaluate the time-course of the event-related spectrum perturbation for each condition and dissect the modulation of EEG power. We performed statistical analysis of mu and beta-ERD under the instructed grasping force levels and the feedback conditions. In the FF condition (i.e., no force feedback), mu and beta-ERD were significantly attenuated in the contralateral motor cortex during the middle of the motor execution period, while ERD in the VF condition was maintained even during keep grasping. Only mu-ERD at the somatosensory cortex tended to be slightly stronger in high load conditions. The results suggest that the extent of ERD reflects neural activity involved in the motor planning process for changing virtual equilibrium point rather than the motor control process for recruiting motor neurons to regulate grasping force.
事件相关去同步化(ERD)是在运动执行和运动想象期间,在感觉运动区观察到的脑电图(EEG)频谱功率的相对衰减。它是一种广为人知的EEG特征,常用于脑机接口。然而,其潜在的神经机制尚未完全理解,因为ERD是一个与涉及众多通路(如运动意图、计划和执行)的外部事件相关的单一变量。在本研究中,我们旨在确定诱发ERD的主要因素。参与者被指示在两种不同的实验条件下,用三种不同的(10%、25%或40%MVF:最大自主力)水平握住右手:一种是涉及实时视觉力反馈(VF)的闭环条件,另一种是以前馈(FF)方式的开环条件。在每种条件下,分别指示参与者按照休息(10.0秒)、准备(1.0秒)和运动执行(4.0秒)的时间线重复抓握任务一定次数。在进行运动任务的同时记录EEG信号,以评估每种条件下事件相关频谱扰动的时间进程,并剖析EEG功率的调制情况。我们对指示抓握力水平和反馈条件下的μ和β-ERD进行了统计分析。在FF条件下(即无力量反馈),对侧运动皮层在运动执行期中期的μ和β-ERD显著衰减,而在VF条件下,即使在持续抓握期间ERD仍保持。只有体感皮层的μ-ERD在高负荷条件下往往略强。结果表明,ERD的程度反映了参与改变虚拟平衡点的运动计划过程中的神经活动,而不是募集运动神经元来调节抓握力的运动控制过程。