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Modeling neuromuscular effects of ankle foot orthoses (AFOs) in computer simulations of gait.

机译:在步态计算机模拟中对踝足矫形器(AFO)的神经肌肉效应进行建模。

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摘要

Ankle foot orthoses (AFOs) provide immediate changes to gait kinematics and alter EMG-recorded muscle activity during gait; yet our understanding of neuromuscular adaptations while using AFOs remains incomplete. To address this, we have developed a tunable AFO model to predict torque from ankle angle and velocity and to identify plausible changes in muscle excitation and function in a walking simulation. Using a dynamometer in passive mode, we isolated flexion/extension torque of three polypropylene spring leaf AFOs at 5 degrees/s, 30 degrees/s and 120 degrees/s, from which a model of AFO torque as a function of deformation angle, velocity and size was derived with predictive ability of R2>0.9. The model coefficients did not vary linearly with size, illustrating the need to test AFO deformation response individually. We applied the tuned models to simulations of normal healthy gait to isolate AFO-induced neuromuscular changes. Compared to the No-AFO condition, AFO results show decreased net tibialis anterior excitation. Our results also show that net soleus excitation is not diminished with an AFO although soleus-induced ankle accelerations were reduced. With a tunable AFO model applied to walking simulations, we can quantify the contributions of muscle and orthosis to net joint torque and predict changes in neuromuscular control during walking.
机译:踝足矫形器(AFO)可立即改变步态运动学,并在步态中改变EMG记录的肌肉活动。然而,我们对使用AFO时对神经肌肉适应性的了解仍然不完整。为了解决这个问题,我们开发了一种可调节的AFO模型,以根据踝角和速度来预测扭矩,并在步行模拟中识别出肌肉兴奋性和功能的合理变化。使用被动模式的测功机,我们隔离了三个聚丙烯弹簧片AFO在5度/秒,30度/秒和120度/秒时的弯曲/延伸扭矩,从中可以得出AFO扭矩随变形角,速度变化的模型得出的大小具有R2> 0.9的预测能力。模型系数不随尺寸线性变化,这说明需要单独测试AFO变形响应。我们将调整后的模型应用于正常健康步态的模拟,以分离AFO诱导的神经肌肉变化。与No-AFO条件相比,AFO结果显示胫骨前净兴奋性降低。我们的结果还显示,尽管比目鱼肌引起的踝关节加速度降低了,但用AFO不会降低比目鱼肌的净兴奋。通过将可调AFO模型应用于步行模拟,我们可以量化肌肉和矫形器对净关节扭矩的贡献,并预测步行过程中神经肌肉控制的变化。

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