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Linking Cellular and Mechanical Processes in Articular Cartilage Lesion Formation: A Mathematical Model

机译:连接关节软骨病变形成中的细胞和机械过程:一个数学模型。

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摘要

Post-traumatic osteoarthritis affects almost 20% of the adult US population. An injurious impact applies a significant amount of physical stress on articular cartilage and can initiate a cascade of biochemical reactions that can lead to the development of osteoarthritis. In our effort to understand the underlying biochemical mechanisms of this debilitating disease, we have constructed a multiscale mathematical model of the process with three components: cellular, chemical, and mechanical. The cellular component describes the different chondrocyte states according to the chemicals these cells release. The chemical component models the change in concentrations of those chemicals. The mechanical component contains a simulation of a blunt impact applied onto a cartilage explant and the resulting strains that initiate the biochemical processes. The scales are modeled through a system of partial-differential equations and solved numerically. The results of the model qualitatively capture the results of laboratory experiments of drop-tower impacts on cartilage explants. The model creates a framework for incorporating explicit mechanics, simulated by finite element analysis, into a theoretical biology framework. The effort is a step toward a complete virtual platform for modeling the development of post-traumatic osteoarthritis, which will be used to inform biomedical researchers on possible non-invasive strategies for mitigating the disease.
机译:创伤后骨关节炎影响了几乎20%的美国成年人口。伤害性撞击会在关节软骨上施加大量的物理压力,并可能引发一系列生化反应,从而导致骨关节炎的发展。为了了解这种令人衰弱的疾病的潜在生化机制,我们构建了包含三个部分的过程的多尺度数学模型:细胞,化学和机械。细胞成分根据这些细胞释放的化学物质描述了不同的软骨细胞状态。化学成分模拟了这些化学物质的浓度变化。机械组件包含对软骨外植体施加钝性撞击的模拟,以及引发生化过程的应变。通过偏微分方程系统对比例进行建模,并进行数值求解。该模型的结果定性地捕获了落塔对软骨外植体影响的实验室实验结果。该模型创建了一个框架,用于将通过有限元分析模拟的显式力学纳入理论生物学框架。这项工作是朝着一个完整的虚拟平台迈出的一步,该平台用于为创伤后骨关节炎的发展建模,该平台将用于向生物医学研究人员提供有关减轻疾病的可能的非侵入性策略的信息。

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