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Cortico-Muscular Phase Connectivity During an Isometric Knee Extension Task in People with Early Parkinson’s Disease

脑电图 等长运动 β节律 物理医学与康复 初级运动皮层 BETA(编程语言) 肌电图 连贯性(哲学赌博策略) 心理学 神经科学 运动皮层 任务(项目管理) 步态 听力学 医学 计算机科学 物理疗法 物理 程序设计语言 管理 量子力学 刺激 经济
作者
Nina Omejc,Tomislav Stankovski,Manca Peskar,Miloš Kalc,Paolo Manganotti,Klaus Gramann,Sašo Džeroski,Uroš Marušič
出处
期刊:IEEE Transactions on Neural Systems and Rehabilitation Engineering [Institute of Electrical and Electronics Engineers]
卷期号:33: 488-501
标识
DOI:10.1109/tnsre.2025.3527578
摘要

Introduction: Parkinson's disease (PD) is characterized by enhanced beta-band activity (13–30 Hz) in the motor control regions. Simultaneously, cortico-muscular (CM) connectivity in the beta-band during iso-metric contractions tends to decline with age, in various diseases, and under dual-task conditions. Objective: This study aimed to characterize electroencephalograph (EEG) and electromyograph (EMG) power spectra during a motor task, assess CM phase connectivity, and explore how these measures are modulated by an additional cognitive task. Specifically, we focused on the beta-band to explore the relationship between heightened beta amplitude and reduced beta CM connectivity. Methodology: Early-stage people with PD and age-matched controls performed an isometric knee extension task, a cognitive task, and a combined dual task, while EEG (128ch) and EMG (2x32ch) were recorded. CM phase connectivity was assessed through phase coherence and a phase dynamics model. Results: The EEG power spectrum revealed no cohort differences in the beta-band. EMG also showed no differences up to 80 Hz. However, the combined EEG-EMG analysis uncovered reduced beta phase coherence in people with early PD during the motor task. CM phase coherence exhibited distinct scalp topography and frequency ranges compared to the EEG power spectrum, suggesting different mechanisms for pathological beta increase and CM connectivity. Additionally, phase dynamics modelling indicated stronger directional coupling from the cortex to the active muscle and less prominent phase coupling across people with PD. Despite high inter-individual variability, these metrics may prove useful for personalized assessments, particularly in people with heightened CM connectivity.

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