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通过体内驱动优化有限元模型参数以捕捉跟腱病患者力学改变情况。

In vivo-driven optimization of finite element models' parameters for capturing altered mechanics in patients with Achilles tendinopathy.

作者信息

Funaro Alessia, Shim Vickie, Mylle Ine, Vong Chun, Vanwanseele Benedicte

机构信息

Human Movement Biomechanics Research Group, Department of Movement Science, KU Leuven, Belgium.

Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.

出版信息

J Biomech. 2025 Aug;189:112824. doi: 10.1016/j.jbiomech.2025.112824. Epub 2025 Jun 17.

Abstract

Patients with Achilles tendinopathy exhibit altered tendon mechanics, including changes in the sliding behaviour of Achilles tendon (AT) subtendons and variations in material properties. These individual mechanical alterations influence the AT's response to load and the resulting strains, which are critical for understanding the mechanisms underlying Achilles tendinopathy and promoting effective recovery. The goal of this study was to develop an optimization routine to determine 1) patient-specific AT mechanics, representing the altered sliding mechanisms and 2) patient-specific material properties of the AT, thereby offering a more individualized depiction of the tendon's response under load. Thirteen patients with Achilles tendinopathy were imaged at rest using three-dimensional freehand ultrasound. The images were manually segmented to create finite element models with patient-specific AT shapes, which also incorporated the twisted geometry of the subtendons. The optimization routine was informed by various in vivo experimental data, including AT elongations estimated during sub-maximal voluntary isometric contraction (measured via three-dimensional freehand ultrasound) for material coefficient estimation, as well as localized AT differential displacement (measured via ultrasound speckle tracking) for friction coefficient estimation. Additionally, patient-specific maximal voluntary isometric contraction (MVIC) force estimations were integrated into the model. This optimization process identified patient-specific material and friction coefficients for the finite element models, enabling the closest possible alignment with experimental observations. By incorporating altered tendon properties, such as subtendon sliding and material characteristics, the routine provides a tool for future applications which aim to gain a comprehensive understanding of the individualized AT response to load and offer valuable insights for managing Achilles tendinopathy.

摘要

跟腱病患者表现出肌腱力学改变,包括跟腱(AT)子腱滑动行为的变化以及材料特性的差异。这些个体力学改变会影响跟腱对负荷的反应以及由此产生的应变,这对于理解跟腱病的潜在机制和促进有效恢复至关重要。本研究的目的是开发一种优化程序,以确定:1)代表改变的滑动机制的患者特异性跟腱力学;2)跟腱的患者特异性材料特性,从而更个性化地描述肌腱在负荷下的反应。对13名跟腱病患者在静息状态下进行三维徒手超声成像。对图像进行手动分割,以创建具有患者特异性跟腱形状的有限元模型,该模型还纳入了子腱的扭曲几何形状。优化程序参考了各种体内实验数据,包括在次最大自主等长收缩期间估计的跟腱伸长(通过三维徒手超声测量)以估计材料系数,以及局部跟腱微分位移(通过超声散斑跟踪测量)以估计摩擦系数。此外,患者特异性最大自主等长收缩(MVIC)力估计也被纳入模型。这个优化过程为有限元模型确定了患者特异性材料和摩擦系数,使其尽可能与实验观察结果一致。通过纳入改变的肌腱特性,如子腱滑动和材料特性,该程序为未来的应用提供了一种工具,旨在全面了解跟腱对负荷的个体化反应,并为跟腱病的管理提供有价值的见解。

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