Musculoskeletal Rehabilitation Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Neurosci Lett. 2013 Oct 11;553:126-31. doi: 10.1016/j.neulet.2013.08.024. Epub 2013 Aug 21.
Although several studies have applied traditional linear measures to evaluate postural control of patients with multiple sclerosis (MS), little is known about the nonlinear dynamics of this patient group. In this study, recurrence quantification analysis (RQA), a well documented nonlinear method, was used to compare the nonlinear dynamical structure of postural sway in two groups consisting of MS patients (n=23) and healthy matched controls (n=23). The study focuses on three levels of postural difficulty consisting of (1) standing on a rigid surface (force platform) with eyes open, (2) standing on a rigid surface with eyes closed, and (3) standing on a foam surface with eyes closed. The two levels of cognitive difficulty measured, consisted of a single postural task and a dual postural-cognitive task. It was observed that as the postural conditions became more difficult, the center of pressure (COP) time series of both groups became less regular as recorded in lower recurrence rate, less complex in deterministic structure as reflected in lower RQA entropy, and less nonstationary as reflected in the recording of lower Trend. Moreover, as cognitive conditions became more difficult, COP time series became less regular (lower %Rec in the anteroposterior direction and lower %Det in both directions), less complex in deterministic structure (lower RQA Ent in the anteroposterior direction), and less nonstationary (lower trend in the anteroposterior direction). The analytical results of the research show that there is a similar dynamical structure for both the MS patients and the control group; however, the nonlinear behavior of both groups was different under various experimental conditions.
虽然有几项研究已经应用传统的线性方法来评估多发性硬化症(MS)患者的姿势控制,但对于该患者群体的非线性动力学知之甚少。在这项研究中,使用了重现定量分析(RQA),这是一种经过充分证明的非线性方法,来比较由 MS 患者(n=23)和健康匹配对照组(n=23)组成的两个组的姿势摆动的非线性动力学结构。该研究重点关注三个不同难度级别的姿势,包括:(1)睁眼站在刚性表面(力平台)上,(2)闭眼站在刚性表面上,(3)闭眼站在泡沫表面上。测量的两个认知难度级别包括单一的姿势任务和双重的姿势认知任务。结果观察到,随着姿势条件变得更加困难,两组的压力中心(COP)时间序列变得不那么规则,记录的复发率降低,确定性结构不那么复杂,反映在较低的 RQA 熵,以及记录的较低趋势反映了非平稳性。此外,随着认知条件变得更加困难,COP 时间序列变得不那么规则(前后方向的 %Rec 降低,两个方向的 %Det 降低),确定性结构不那么复杂(前后方向的 RQA Ent 降低),非平稳性降低(前后方向的趋势降低)。研究的分析结果表明,MS 患者和对照组之间存在相似的动力学结构;然而,在各种实验条件下,两组的非线性行为是不同的。