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使用肌肉骨骼和有限元模型相结合的方法预测平路行走时的股骨颈应变

Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach.

作者信息

Altai Zainab, Montefiori Erica, van Veen Bart, A Paggiosi Margaret, McCloskey Eugene V, Viceconti Marco, Mazzà Claudia, Li Xinshan

机构信息

Department of Mechanical Engineering, University of Sheffield, Sheffield, United Kingdom.

Insigneo Institute for in silico Medicine, University of Sheffield, Sheffield, United Kingdom.

出版信息

PLoS One. 2021 Feb 1;16(2):e0245121. doi: 10.1371/journal.pone.0245121. eCollection 2021.

Abstract

Recently, coupled musculoskeletal-finite element modelling approaches have emerged as a way to investigate femoral neck loading during various daily activities. Combining personalised gait data with finite element models will not only allow us to study changes in motion/movement, but also their effects on critical internal structures, such as the femur. However, previous studies have been hampered by the small sample size and the lack of fully personalised data in order to construct the coupled model. Therefore, the aim of this study was to build a pipeline for a fully personalised multiscale (body-organ level) model to investigate the strain levels at the femoral neck during a normal gait cycle. Five postmenopausal women were included in this study. The CT and MRI scans of the lower limb, and gait data were collected for all participants. Muscle forces derived from the body level musculoskeletal models were used as boundary constraints on the finite element femur models. Principal strains were estimated at the femoral neck region during a full gait cycle. Considerable variation was found in the predicted peak strain among individuals with mean peak first principal strain of 0.24% ± 0.11% and mean third principal strain of -0.29% ± 0.24%. For four individuals, two overall peaks of the maximum strains were found to occur when both feet were in contact with the floor, while one individual had one peak at the toe-off phase. Both the joint contact forces and the muscular forces were found to substantially influence the loading at the femoral neck. A higher correlation was found between the predicted peak strains and the gluteus medius (R2 ranged between 0.95 and 0.99) than the hip joint contact forces (R2 ranged between 0.63 and 0.96). Therefore, the current findings suggest that personal variations are substantial, and hence it is important to consider multiple subjects before deriving general conclusions for a target population.

摘要

最近,耦合的肌肉骨骼-有限元建模方法已成为研究各种日常活动中股骨颈负荷的一种方式。将个性化步态数据与有限元模型相结合,不仅能让我们研究运动/动作的变化,还能研究其对关键内部结构(如股骨)的影响。然而,以往的研究受到样本量小和缺乏完全个性化数据的阻碍,难以构建耦合模型。因此,本研究的目的是建立一个用于完全个性化多尺度(身体-器官水平)模型的流程,以研究正常步态周期中股骨颈的应变水平。本研究纳入了五名绝经后女性。收集了所有参与者的下肢CT和MRI扫描数据以及步态数据。源自身体水平肌肉骨骼模型的肌肉力被用作有限元股骨模型的边界约束。在整个步态周期中估计股骨颈区域的主应变。个体间预测的峰值应变存在相当大的差异,平均第一主应变峰值为0.24%±0.11%,平均第三主应变峰值为-0.29%±0.24%。对于四名个体,发现当双脚都与地面接触时会出现两个最大应变的总体峰值,而一名个体在脚尖离地阶段出现一个峰值。发现关节接触力和肌肉力都对股骨颈的负荷有显著影响。与髋关节接触力(R2在0.63至0.96之间)相比,预测的峰值应变与臀中肌之间的相关性更高(R2在0.95至0.99之间)。因此,目前的研究结果表明个体差异很大,因此在为目标人群得出一般性结论之前考虑多个受试者很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b4c/7850486/22d3ba19d104/pone.0245121.g001.jpg

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