Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, Yokohama, Japan.
PLoS One. 2012;7(3):e32600. doi: 10.1371/journal.pone.0032600. Epub 2012 Mar 2.
Parkinson's disease (PD) and basal ganglia dysfunction impair movement timing, which leads to gait instability and falls. Parkinsonian gait consists of random, disconnected stride times--rather than the 1/f structure observed in healthy gait--and this randomness of stride times (low fractal scaling) predicts falling. Walking with fixed-tempo Rhythmic Auditory Stimulation (RAS) can improve many aspects of gait timing; however, it lowers fractal scaling (away from healthy 1/f structure) and requires attention. Here we show that interactive rhythmic auditory stimulation reestablishes healthy gait dynamics in PD patients. In the experiment, PD patients and healthy participants walked with a) no auditory stimulation, b) fixed-tempo RAS, and c) interactive rhythmic auditory stimulation. The interactive system used foot sensors and nonlinear oscillators to track and mutually entrain with the human's step timing. Patients consistently synchronized with the interactive system, their fractal scaling returned to levels of healthy participants, and their gait felt more stable to them. Patients and healthy participants rarely synchronized with fixed-tempo RAS, and when they did synchronize their fractal scaling declined from healthy 1/f levels. Five minutes after removing the interactive rhythmic stimulation, the PD patients' gait retained high fractal scaling, suggesting that the interaction stabilized the internal rhythm generating system and reintegrated timing networks. The experiment demonstrates that complex interaction is important in the (re)emergence of 1/f structure in human behavior and that interactive rhythmic auditory stimulation is a promising therapeutic tool for improving gait of PD patients.
帕金森病(PD)和基底神经节功能障碍会影响运动的定时,导致步态不稳和跌倒。帕金森步态由随机、不连贯的步长组成,而不是健康步态中观察到的 1/f 结构,这种步长的随机性(低分形标度)预示着跌倒。使用固定节奏的节奏听觉刺激(RAS)可以改善步态定时的许多方面;然而,它降低了分形标度(偏离健康的 1/f 结构),并需要注意力。在这里,我们展示了交互节奏听觉刺激可以重新建立 PD 患者的健康步态动力学。在实验中,PD 患者和健康参与者分别进行了 a)无听觉刺激、b)固定节奏 RAS 和 c)交互节奏听觉刺激的行走实验。交互系统使用足部传感器和非线性振荡器来跟踪和与人类的步频同步。患者始终与交互系统同步,他们的分形标度恢复到健康参与者的水平,他们的步态感觉更稳定。患者和健康参与者很少与固定节奏 RAS 同步,当他们同步时,他们的分形标度从健康的 1/f 水平下降。在移除交互节奏刺激五分钟后,PD 患者的步态仍然保持高分形标度,这表明这种相互作用稳定了内部节奏生成系统并重新整合了计时网络。该实验表明,复杂的相互作用对于人类行为中 1/f 结构的出现是重要的,交互节奏听觉刺激是改善 PD 患者步态的一种有前途的治疗工具。