School of Electrical & Electronic Engineering, University College Dublin, Belfield, Dublin 4, Ireland; Insight Centre for Data Analytics, O'Brien Centre for Science, University College Dublin, Belfield, Dublin 4, Ireland.
Department of Neurology, Odense University Hospital, University of Southern Denmark, Odense, Denmark; Integrated Physiology, Dept. of Nutrition, Exercise & Sports, University of Copenhagen, Copenhagen, Denmark.
Clin Neurophysiol. 2019 Feb;130(2):259-269. doi: 10.1016/j.clinph.2018.10.023. Epub 2018 Dec 8.
To investigate differences in surface electromyography (EMG) features in individuals with idiopathic Parkinson's disease (PD) and aged-matched controls.
Surface EMG was recorded during isometric leg extension in PD patients prior to, and after undergoing a locomotor training programme, and in aged-matched controls. Differences in EMG structure were quantified using determinism (%DET), sample entropy (SampEn) and intermuscular coherence.
%DET was significantly higher, and SampEn significantly lower, in PD patients. Intermuscular coherence was also significantly higher in the PD group in theta, alpha and beta frequency bands. %DET increased and SampEn decreased with increasing Movement-Disorder-Society UPDRS scores, while theta band coherence was significantly correlated with total MDS-UPDRS scores and torque variance. Neither %DET, SampEn nor intermuscular coherence changed in response to training.
The differences observed are consistent with increased synchrony among motor units within and across leg muscles in PD. Differences between EMG signals recorded from the PD and control groups persisted post-therapy, after improvements in walking capacity occurred.
These results provide insight into changes in motoneuron activity in PD, demonstrate increased beta band intramuscular coherence in PD for the first time, and support the development of quantitative biomarkers for PD based on advanced surface EMG features.
研究特发性帕金森病(PD)患者与年龄匹配对照组之间表面肌电图(EMG)特征的差异。
在进行运动训练计划之前和之后,记录 PD 患者和年龄匹配的对照组进行等长腿部伸展时的表面 EMG。使用确定性(%DET)、样本熵(SampEn)和肌间相干性来量化 EMG 结构的差异。
PD 患者的 %DET 显著升高,SampEn 显著降低。在 theta、alpha 和 beta 频带中,PD 组的肌间相干性也显著升高。%DET 随着运动障碍协会 UPDRS 评分的增加而增加,SampEn 则降低,而 theta 带相干性与总 MDS-UPDRS 评分和扭矩方差显著相关。%DET、SampEn 或肌间相干性均未因训练而发生变化。
观察到的差异与 PD 患者腿部肌肉内和肌肉间运动单位同步性增加一致。PD 组和对照组之间的 EMG 信号差异在行走能力改善后仍然存在,即治疗后仍然存在。
这些结果深入了解了 PD 中运动神经元活动的变化,首次证明了 PD 中存在增加的 beta 波段肌内相干性,并支持基于先进表面 EMG 特征开发 PD 的定量生物标志物。