Hegarty Amy K, Petrella Anthony J, Kurz Max J, Silverman Anne K
Department of Mechanical Engineering, Colorado School of Mines, Golden, CO 80401.
Department of Physical Therapy, Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68198.
J Biomech Eng. 2017 Mar 1;139(3). doi: 10.1115/1.4035472.
Musculoskeletal modeling and simulation techniques have been used to gain insights into movement disabilities for many populations, such as ambulatory children with cerebral palsy (CP). The individuals who can benefit from these techniques are often limited to those who can walk without assistive devices, due to challenges in accurately modeling these devices. Specifically, many children with CP require the use of ankle-foot orthoses (AFOs) to improve their walking ability, and modeling these devices is important to understand their role in walking mechanics. The purpose of this study was to quantify the effects of AFO mechanical property assumptions, including rotational stiffness, damping, and equilibrium angle of the ankle and subtalar joints, on the estimation of lower-limb muscle forces during stance for children with CP. We analyzed two walking gait cycles for two children with CP while they were wearing their own prescribed AFOs. We generated 1000-trial Monte Carlo simulations for each of the walking gait cycles, resulting in a total of 4000 walking simulations. We found that AFO mechanical property assumptions influenced the force estimates for all the muscles in the model, with the ankle muscles having the largest resulting variability. Muscle forces were most sensitive to assumptions of AFO ankle and subtalar stiffness, which should therefore be measured when possible. Muscle force estimates were less sensitive to estimates of damping and equilibrium angle. When stiffness measurements are not available, limitations on the accuracy of muscle force estimates for all the muscles in the model, especially the ankle muscles, should be acknowledged.
肌肉骨骼建模与仿真技术已被用于深入了解许多人群的运动障碍,例如患有脑瘫(CP)的能独立行走的儿童。由于精确建模这些辅助设备存在挑战,能够从这些技术中受益的个体往往仅限于那些无需辅助设备就能行走的人。具体而言,许多患有CP的儿童需要使用踝足矫形器(AFO)来提高他们的行走能力,对这些设备进行建模对于理解它们在步行力学中的作用很重要。本研究的目的是量化AFO力学特性假设(包括踝关节和距下关节的旋转刚度、阻尼和平衡角度)对CP患儿站立期下肢肌肉力量估计的影响。我们分析了两名患有CP的儿童在佩戴各自规定的AFO时的两个步行步态周期。我们对每个步行步态周期进行了1000次试验的蒙特卡洛模拟,总共进行了4000次步行模拟。我们发现,AFO力学特性假设影响了模型中所有肌肉的力量估计,其中踝关节肌肉的变异性最大。肌肉力量对AFO踝关节和距下关节刚度的假设最为敏感,因此应尽可能进行测量。肌肉力量估计对阻尼和平衡角度的估计不太敏感。当无法获得刚度测量值时,应认识到模型中所有肌肉,尤其是踝关节肌肉的肌肉力量估计准确性的局限性。