Damian G. Kelty-Stephen , Ken Kiyono , Nick Stergiou , Madhur Mangalam
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引用次数: 0
Abstract
Individuals with Parkinson’s disease exhibit tremors, rigidity, and bradykinesia, disrupting normal movement variability and resulting in postural instability. This comprehensive study aimed to investigate the link between the temporal structure of postural sway variability and Parkinsonism by analyzing multiple datasets from young and older adults, including individuals with Parkinson’s disease, across various task conditions. We used the Oriented Fractal Scaling Component Analysis (OFSCA), which identifies minimal and maximal long-range correlations within the center of pressure time series, allowing for detecting directional changes in postural sway variability. The objective was to uncover the primary directions along which individuals exerted control during the posture. The results, as anticipated, revealed that healthy adults predominantly exerted control along two orthogonal directions, closely aligned with the anteroposterior (AP) and mediolateral (ML) axes. In stark contrast, older adults and individuals with Parkinson’s disease exhibited control along suborthogonal directions that notably diverged from the AP and ML axes. While older adults and those with Parkinson’s disease demonstrated a similar reduction in the angle between these two control directions compared to healthy older adults, their reliance on this suborthogonal angle concerning endogenous fractal correlations exhibited significant differences from the healthy aging cohort. Importantly, individuals with Parkinson’s disease did not manifest the sensitivity to destabilizing task settings observed in their healthy counterparts, affirming the distinction between Parkinson’s disease and healthy aging.
帕金森病患者表现出震颤、僵直和运动迟缓,破坏了正常的运动变异性,导致姿势不稳定。这项综合研究旨在通过分析包括帕金森病患者在内的年轻人和老年人在各种任务条件下的多个数据集,研究姿势摇摆变异性的时间结构与帕金森病之间的联系。我们使用了定向分形缩放成分分析法(Oriented Fractal Scaling Component Analysis,OFSCA),该方法可识别压力时间序列中心的最小和最大长程相关性,从而检测姿势摇摆变异性的方向性变化。其目的是揭示个体在姿势过程中施加控制的主要方向。结果正如所料,健康成年人主要沿着两个正交方向进行控制,这两个方向与前胸(AP)轴和内外侧(ML)轴密切相关。与此形成鲜明对比的是,老年人和帕金森病患者则表现出沿着亚正交方向的控制,与 AP 轴和 ML 轴明显偏离。虽然与健康的老年人相比,老年人和帕金森病患者在这两个控制方向之间的角度上表现出相似的减小,但他们在内源性分形相关性上对这种亚正交角度的依赖与健康的老年人群表现出显著的差异。重要的是,帕金森病患者对不稳定任务设置的敏感性并不亚于健康的同龄人,这肯定了帕金森病与健康老龄化之间的区别。