Pasluosta Cristian F, Steib Simon, Klamroth Sarah, Gaßner Heiko, Goßler Julia, Hannink Julius, von Tscharner Vinzenz, Pfeifer Klaus, Winkler Juergen, Klucken Jochen, Eskofier Bjoern M
Digital Sports Group, Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany.
Laboratory for Biomedical Microtechnology, Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany.
Front Aging Neurosci. 2017 Sep 27;9:316. doi: 10.3389/fnagi.2017.00316. eCollection 2017.
Patients suffering from Parkinson's disease (PD) present motor impairments reflected in the dynamics of the center of pressure (CoP) adjustments during quiet standing. One method to study the dynamics of CoP adjustments is the entropic half-life (EnHL), which measures the short-term correlations of a time series at different time scales. Changes in the EnHL of CoP time series suggest neuromuscular adaptations in the control of posture. In this study, we sought to investigate the immediate changes in the EnHL of CoP adjustments of patients with PD during one session of perturbed (experimental group) and unperturbed treadmill walking (control group). A total of 39 patients with PD participated in this study. The experimental group ( = 19) walked on a treadmill providing small tilting of the treadmill platform. The control group ( = 20) walked without perturbations. Each participant performed 5-min practice followed by three 5-min training blocks of walking with or without perturbation (with 3-min resting in between). Quiet standing CoP data was collected for 30 s at pre-training, after each training block, immediately post-training, and after 10 min retention. The EnHL was computed on the original and surrogates (phase-randomized) CoP signals in the medio-lateral (ML) and anterior-posterior (AP) directions. Data was analyzed using four-way mixed ANOVA. Increased EnHL values were observed for both groups (Time effect, < 0.001) as the intervention progressed, suggesting neuromuscular adaptations in the control of posture. The EnHL of surrogate signals were significantly lower than for original signals ( < 0.001), confirming that these adaptations come from non-random control processes. There was no Group effect ( = 0.622), however by analyzing the significant Group by Direction by Time interaction ( < 0.05), a more pronounced effect in the ML direction of the perturbed group was observed. Altogether, our findings show that treadmill walking decreases the complexity of CoP adjustments, suggesting neuromuscular adaptations in balance control during a short training period. Further investigations are required to assess these adaptations during longer training intervals.
患有帕金森病(PD)的患者在安静站立时,其压力中心(CoP)调整动态会呈现出运动障碍。研究CoP调整动态的一种方法是熵半衰期(EnHL),它可测量时间序列在不同时间尺度上的短期相关性。CoP时间序列的EnHL变化表明在姿势控制方面存在神经肌肉适应性变化。在本研究中,我们试图调查帕金森病患者在一次受干扰(实验组)和未受干扰的跑步机行走(对照组)过程中CoP调整的EnHL的即时变化。共有39名帕金森病患者参与了本研究。实验组(n = 19)在提供跑步机平台小幅度倾斜的跑步机上行走。对照组(n = 20)在无干扰的情况下行走。每位参与者先进行5分钟的练习,然后进行三个5分钟的行走训练块,有或无干扰(中间休息3分钟)。在训练前、每个训练块后、训练后立即以及10分钟保持期后,收集30秒的安静站立CoP数据。在中-侧(ML)和前-后(AP)方向上,对原始和替代(相位随机化)CoP信号计算EnHL。使用四因素混合方差分析对数据进行分析。随着干预的进行,两组的EnHL值均增加(时间效应,p < 0.001),表明在姿势控制方面存在神经肌肉适应性变化。替代信号的EnHL显著低于原始信号(p < 0.001),证实这些适应性变化来自非随机控制过程。没有组间效应(p = 0.622),然而,通过分析显著的组×方向×时间交互作用(p < 0.05),观察到受干扰组在ML方向上有更明显的效应。总之,我们的研究结果表明,跑步机行走降低了CoP调整的复杂性,表明在短训练期内平衡控制方面存在神经肌肉适应性变化。需要进一步研究以评估在更长训练间隔期间的这些适应性变化。