Department of Life Sciences, Graduate School of Arts and Sciences, University of Tokyo, Meguro, Tokyo, Japan.
Department of Rehabilitation for the Movement Functions, Research Institute, National Rehabilitation Center for Persons with Disabilities, Tokorozawa, Japan.
PLoS One. 2018 Apr 25;13(4):e0194875. doi: 10.1371/journal.pone.0194875. eCollection 2018.
The adaptability of human bipedal locomotion has been studied using split-belt treadmill walking. Most of previous studies utilized experimental protocol under remarkably different split ratios (e.g. 1:2, 1:3, or 1:4). While, there is limited research with regard to adaptive process under the small speed ratios. It is important to know the nature of adaptive process under ratio smaller than 1:2, because systematic evaluation of the gait adaptation under small to moderate split ratios would enable us to examine relative contribution of two forms of adaptation (reactive feedback and predictive feedforward control) on gait adaptation. We therefore examined a gait behavior due to on split-belt treadmill adaptation under five belt speed difference conditions (from 1:1.2 to 1:2). Gait parameters related to reactive control (stance time) showed quick adjustments immediately after imposing the split-belt walking in all five speed ratios. Meanwhile, parameters related to predictive control (step length and anterior force) showed a clear pattern of adaptation and subsequent aftereffects except for the 1:1.2 adaptation. Additionally, the 1:1.2 ratio was distinguished from other ratios by cluster analysis based on the relationship between the size of adaptation and the aftereffect. Our findings indicate that the reactive feedback control was involved in all the speed ratios tested and that the extent of reaction was proportionally dependent on the speed ratio of the split-belt. On the contrary, predictive feedforward control was necessary when the ratio of the split-belt was greater. These results enable us to consider how a given split-belt training condition would affect the relative contribution of the two strategies on gait adaptation, which must be considered when developing rehabilitation interventions for stroke patients.
人类双足行走的适应性已通过分带跑步机行走进行了研究。 大多数先前的研究都使用明显不同的分割比(例如 1:2、1:3 或 1:4)的实验方案。 然而,对于小速度比下的自适应过程的研究有限。 了解小于 1:2 的速度比下的自适应过程的性质很重要,因为对小到中等分割比下的步态适应进行系统评估,将使我们能够检查两种适应形式(反应性反馈和预测前馈控制)对步态适应的相对贡献。 因此,我们在五个带速差条件(从 1:1.2 到 1:2)下研究了由于分带跑步机适应而导致的步态行为。 与反应性控制(支撑时间)相关的步态参数在所有五个速度比下立即施加分带行走后立即进行快速调整。 同时,与预测性控制(步长和前向力)相关的参数除了 1:1.2 的适应之外,还表现出明显的适应和后续的后效。 此外,基于适应和后效之间的关系,聚类分析将 1:1.2 比与其他比区分开来。 我们的研究结果表明,反应性反馈控制涉及到所有测试的速度比,并且反应的程度与分带的速度比成正比。 相反,当分带的比例较大时,需要进行预测前馈控制。 这些结果使我们能够考虑给定的分带训练条件如何影响两种策略对步态适应的相对贡献,这在为中风患者制定康复干预措施时必须考虑。