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Sensitivity of stress and strain calculations to passive material parameters in cardiac mechanical models using unloaded geometries

机译:应力和应变计算对使用卸载几何结构的心脏力学模型中被动材料参数的敏感性

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Cardiac stress (load) and strain (stretch) are widely studied indicators of cardiac function and outcome, but are difficult or impossible to directly measure in relation to the cardiac microstructure. An alternative approach is to estimate these states using computer methods and image-based measurements, but this still requires knowledge of the tissue material properties and the unloaded state, both of which are difficult to determine. In this work, we tested the sensitivity of these two interdependent unknowns (reference geometry and material parameters) on stress and strain calculations in cardiac tissue. Our study used a finite element model of the human ventricle, with a hyperelastic passive material model, and was driven by a cell model mediated active contraction. We evaluated 21 different published parameter sets for the five parameters of the passive material model, and for each set we optimised the corresponding unloaded geometry and contractility parameter to model a single pressure-volume loop. The resulting mechanics were compared, and calculated systolic stresses were largely insensitive to the chosen parameter set when an unloading algorithm was used. Meanwhile, material strain calculations varied substantially depending on the choice of material parameters. These results indicate that determining the correct material and unloaded configuration may be highly important to understand strain driven processes, but less so for calculating stress estimates.
机译:心脏应力(负荷)和应变(伸展)是心脏功能和预后的广泛研究指标,但相对于心脏微结构而言,很难或不可能直接测量。一种替代方法是使用计算机方法和基于图像的测量来估计这些状态,但这仍然需要了解组织材料的属性和未加载状态,这两者都很难确定。在这项工作中,我们测试了这两个相互依赖的未知数(参考几何形状和材料参数)对心脏组织中应力和应变计算的敏感性。我们的研究使用人脑室的有限元模型和超弹性被动材料模型,并由细胞模型介导的主动收缩驱动。我们为被动材料模型的五个参数评估了21种不同的已发布参数集,并且对于每个集合,我们优化了相应的卸载几何形状和可收缩性参数,以对单个压力-体积环进行建模。比较了所产生的力学,当使用卸载算法时,计算出的收缩压对所选参数集不敏感。同时,材料应变的计算根据材料参数的选择而大不相同。这些结果表明,确定正确的材料和空载构型对于理解应变驱动过程可能非常重要,但对于计算应力估算而言则显得尤为重要。

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