University of Denver, Center for Orthopaedic Biomechanics, Denver, CO, United States.
University of Denver, Center for Orthopaedic Biomechanics, Denver, CO, United States.
J Biomech. 2019 Feb 14;84:153-160. doi: 10.1016/j.jbiomech.2018.12.040. Epub 2019 Jan 3.
A key strength of computational modeling is that it can provide estimates of muscle, ligament, and joint loads, stresses, and strains through non-invasive means. However, simulations that can predict the forces in the muscles during activity while maintaining sufficient complexity to realistically represent the muscles and joint structures can be computationally challenging. For this reason, the current state of the art is to apply separate rigid-body dynamic and finite-element (FE) analyses in series. However, the use of two or more disconnected models often fails to capture key interactions between the joint-level and whole-body scales. Single framework MSFE models have the potential to overcome the limitations associated with disconnected models in series. The objectives of the current study were to create a multi-scale FE model of the human lower extremity that combines optimization, dynamic muscle modeling, and structural FE analysis in a single framework and to apply this framework to evaluate the mechanics of healthy knee specimens during two activities. Two subject-specific FE models (Model 1, Model 2) of the lower extremity were developed in ABAQUS/Explicit including detailed representations of the muscles. Muscle forces, knee joint loading, and articular contact were calculated for two activities using an inverse dynamics approach and static optimization. Quadriceps muscle forces peaked at the onset of chair rise (2174 N, 1962 N) and in early stance phase (510 N, 525 N), while gait saw peak forces in the hamstrings (851 N, 868 N) in midstance. Joint forces were similar in magnitude to available telemetric patient data. This study demonstrates the feasibility of detailed quasi-static, muscle-driven simulations in an FE framework.
计算建模的一个主要优势在于,它可以通过非侵入性手段提供肌肉、韧带和关节的受力、应力和应变的估计值。然而,能够预测活动中肌肉受力的模拟,同时又要保持足够的复杂性来真实地表示肌肉和关节结构,这在计算上可能具有挑战性。出于这个原因,目前的技术水平是将单独的刚体动力学和有限元(FE)分析串联应用。然而,使用两个或更多不相关的模型通常无法捕捉关节级和整个身体级之间的关键相互作用。单一框架多尺度 FE 模型有可能克服串联不相关模型的局限性。本研究的目的是创建一个人类下肢的多尺度 FE 模型,该模型将优化、动态肌肉建模和结构 FE 分析结合在一个单一框架中,并应用该框架来评估两个活动中健康膝关节标本的力学性能。在 ABAQUS/Explicit 中开发了两个特定于受试者的下肢 FE 模型(模型 1、模型 2),包括肌肉的详细表示。使用逆动力学方法和静态优化,为两种活动计算了肌肉力、膝关节载荷和关节接触。在椅子上升的起始阶段(2174N,1962N)和早期站立阶段(510N,525N),股四头肌力达到峰值,而在步态中,腘绳肌在中足阶段(851N,868N)达到峰值。关节力与可获得的遥测患者数据相似。本研究证明了在 FE 框架中进行详细的准静态、肌肉驱动模拟的可行性。