Biomedical Engineering, California Baptist University, Riverside, California, United States of America.
School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, Arizona, United States of America.
PLoS One. 2022 Dec 30;17(12):e0279585. doi: 10.1371/journal.pone.0279585. eCollection 2022.
Gait asymmetry is a common symptom in groups with neurological disorders and significantly reduces gait efficiency. To develop efficient training for gait rehabilitation, we propose a novel gait rehabilitation paradigm that combines two distinct perturbation strategies: visual feedback distortion (VFD) and split-belt treadmill (SBT) walking. In SBT walking, spatiotemporal gait adaptation can be readily achieved, but it quickly fades after training. Gait adaptation to implicit VFD in an unconscious manner tends to persist longer, potentially due to a greater engagement of implicit learning during training. Thus, we investigated whether the combined strategies would lead to more effective changes in symmetric gait patterns with longer retention periods. We compared the retention of the preserved asymmetric pattern acquired by "implicit VFD+SBT walking" with "SBT-only walking" and with "SBT walking with conscious correction". In the implicit VFD+SBT walking, the speed of the two belts was gradually changed, the visual representation of gait symmetry was implicitly distorted, and no instructions were given to subjects except to watch the visual feedback. In the SBT walking with conscious correction, subjects were instructed to consciously correct their steps with the help of visual feedback while SBT walking. The SBT-only walking consisted of SBT walking with no visual feedback. After the 7-minute adaptation period, we removed the visual feedback and the split-belt perturbations, and we assessed the retention of the preserved asymmetric pattern while subjects continued walking for the 15-minute post-adaptation period. In a group of subjects who spontaneously showed visuomotor adaptation in response to the implicit VFD (16 out of 27 subjects), we found a greater retention rate during the implicit VFD+SBT walking trial than the SBT-only walking or the SBT walking with conscious correction trials. The implicit visual distortion paradigm delivered in an attention-independent (unconscious) manner can be utilized and integrated into SBT walking to improve the efficacy of symmetric gait adaptation by producing longer-lasting effects on the retention of a newly learned motor pattern.
步态不对称是神经障碍群体中常见的症状,显著降低了步态效率。为了开发有效的步态康复训练,我们提出了一种新的步态康复范式,将两种不同的干扰策略相结合:视觉反馈失真(VFD)和分裂带跑步机(SBT)行走。在 SBT 行走中,可以轻松实现时空步态适应,但训练后很快就会消失。以无意识的方式适应隐含的 VFD 的步态适应往往会持续更长时间,这可能是由于在训练过程中更多地参与了隐性学习。因此,我们研究了这两种策略的结合是否会导致更有效的对称步态模式变化,并保持更长的保留期。我们比较了通过“隐含 VFD+SBT 行走”获得的保留的不对称模式的保留率,与“仅 SBT 行走”和“SBT 行走时有意识地纠正”的保留率。在隐含 VFD+SBT 行走中,两条皮带的速度逐渐改变,步态对称性的视觉表示被隐含地扭曲,除了观看视觉反馈外,没有向受试者发出任何指令。在 SBT 行走时有意识地纠正中,受试者在 SBT 行走时借助视觉反馈有意识地纠正他们的步伐。仅 SBT 行走包括没有视觉反馈的 SBT 行走。在 7 分钟的适应期后,我们移除了视觉反馈和分裂带干扰,并在受试者继续适应后 15 分钟的测试期内评估保留的不对称模式的保留率。在一组对隐含 VFD 自发表现出运动视觉适应的受试者中(27 名受试者中有 16 名),我们发现隐含 VFD+SBT 行走试验的保留率高于仅 SBT 行走或 SBT 行走时有意识地纠正试验。以独立于注意力的方式(无意识)提供的隐含视觉失真范式可以被利用并整合到 SBT 行走中,通过对新习得的运动模式的保留产生更持久的影响,从而提高对称步态适应的效果。