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胸部模型响应的评估与验证:一种实现胸段肌肉骨骼系统高生物逼真度的分层方法。

Evaluation and Validation of Thorax Model Responses: A Hierarchical Approach to Achieve High Biofidelity for Thoracic Musculoskeletal System.

作者信息

Zeng Wei, Mukherjee Sayak, Caudillo Adrian, Forman Jason, Panzer Matthew B

机构信息

Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States.

出版信息

Front Bioeng Biotechnol. 2021 Jul 16;9:712656. doi: 10.3389/fbioe.2021.712656. eCollection 2021.

Abstract

As one of the most frequently occurring injuries, thoracic trauma is a significant public health burden occurring in road traffic crashes, sports accidents, and military events. The biomechanics of the human thorax under impact loading can be investigated by computational finite element (FE) models, which are capable of predicting complex thoracic responses and injury outcomes quantitatively. One of the key challenges for developing a biofidelic FE model involves model evaluation and validation. In this work, the biofidelity of a mid-sized male thorax model has been evaluated and enhanced by a multi-level, hierarchical strategy of validation, focusing on injury characteristics, and model improvement of the thoracic musculoskeletal system. At the component level, the biomechanical responses of several major thoracic load-bearing structures were validated against different relevant experimental cases in the literature, including the thoracic intervertebral joints, costovertebral joints, clavicle, sternum, and costal cartilages. As an example, the thoracic spine was improved by accurate representation of the components, material properties, and ligament failure features at tissue level then validated based on the quasi-static response at the segment level, flexion bending response at the functional spinal unit level, and extension angle of the whole thoracic spine. At ribcage and full thorax levels, the thorax model with validated bony components was evaluated by a series of experimental testing cases. The validation responses were rated above 0.76, as assessed by the CORA evaluation system, indicating the model exhibited overall good biofidelity. At both component and full thorax levels, the model showed good computational stability, and reasonable agreement with the experimental data both qualitatively and quantitatively. It is expected that our validated thorax model can predict thorax behavior with high biofidelity to assess injury risk and investigate injury mechanisms of the thoracic musculoskeletal system in various impact scenarios. The relevant validation cases established in this study shall be directly used for future evaluation of other thorax models, and the validation approach and process presented here may provide an insightful framework toward multi-level validating of human body models.

摘要

作为最常见的损伤之一,胸部创伤是道路交通碰撞、体育事故和军事活动中出现的一项重大公共卫生负担。冲击载荷作用下人体胸部的生物力学可通过计算有限元(FE)模型进行研究,该模型能够定量预测复杂的胸部反应和损伤结果。开发生物逼真的有限元模型的关键挑战之一涉及模型评估和验证。在这项工作中,通过多层次、分层的验证策略,重点关注损伤特征以及胸部肌肉骨骼系统的模型改进,对一个中等体型男性胸部模型的生物逼真度进行了评估和增强。在部件层面,针对文献中不同的相关实验案例,验证了几个主要胸部承重结构的生物力学反应,包括胸椎间关节、肋椎关节、锁骨、胸骨和肋软骨。例如,通过在组织层面准确表示部件、材料特性和韧带失效特征来改进胸椎,然后基于节段层面的准静态反应、功能脊柱单元层面的屈伸反应以及整个胸椎的伸展角度进行验证。在胸廓和全胸层面,通过一系列实验测试案例对具有经过验证的骨骼部件的胸部模型进行了评估。根据CORA评估系统的评估,验证反应评分高于0.76,表明该模型总体上具有良好的生物逼真度。在部件和全胸层面,该模型均表现出良好的计算稳定性,并且在定性和定量方面与实验数据具有合理的一致性。预计我们经过验证的胸部模型能够以高生物逼真度预测胸部行为,以评估损伤风险并研究各种冲击场景下胸部肌肉骨骼系统的损伤机制。本研究中建立的相关验证案例应直接用于未来对其他胸部模型的评估,并且此处提出的验证方法和过程可能为人体模型的多层次验证提供一个有见地的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b844/8324103/45884e52fafb/fbioe-09-712656-g001.jpg

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