Introduction of non-linear elasticity models for characterization of shape and deformation statistics: application to contractility assessment of isolated adult cardiocytes.

Q1 Biochemistry, Genetics and Molecular Biology BMC Biophysics Pub Date : 2011-08-22 DOI:10.1186/2046-1682-4-17
Carlos Bazan, Trevor Hawkins, David Torres-Barba, Peter Blomgren, Paul Paolini
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Abstract

Background: We are exploring the viability of a novel approach to cardiocyte contractility assessment based on biomechanical properties of the cardiac cells, energy conservation principles, and information content measures. We define our measure of cell contraction as being the distance between the shapes of the contracting cell, assessed by the minimum total energy of the domain deformation (warping) of one cell shape into another. To guarantee a meaningful vis-à-vis correspondence between the two shapes, we employ both a data fidelity term and a regularization term. The data fidelity term is based on nonlinear features of the shapes while the regularization term enforces the compatibility between the shape deformations and that of a hyper-elastic material.

Results: We tested the proposed approach by assessing the contractile responses in isolated adult rat cardiocytes and contrasted these measurements against two different methods for contractility assessment in the literature. Our results show good qualitative and quantitative agreements with these methods as far as frequency, pacing, and overall behavior of the contractions are concerned.

Conclusions: We hypothesize that the proposed methodology, once appropriately developed and customized, can provide a framework for computational cardiac cell biomechanics that can be used to integrate both theory and experiment. For example, besides giving a good assessment of contractile response of the cardiocyte, since the excitation process of the cell is a closed system, this methodology can be employed in an attempt to infer statistically significant model parameters for the constitutive equations of the cardiocytes.

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引入非线性弹性模型表征形状和变形统计:应用于离体成人心细胞的收缩力评估。
背景:我们正在探索一种基于心脏细胞生物力学特性、能量守恒原理和信息含量测量的新型心肌细胞收缩力评估方法的可行性。我们将细胞收缩的衡量标准定义为收缩细胞形状之间的距离,通过一个细胞形状向另一个细胞形状的域变形(翘曲)的最小总能量来评估。为了保证两种形状之间有意义的相对对应关系,我们采用了数据保真度项和正则化项。数据保真项以形状的非线性特征为基础,而正则化项则加强形状变形与超弹性材料变形之间的兼容性:我们通过评估离体成年大鼠心肌细胞的收缩反应来测试所提出的方法,并将这些测量结果与文献中两种不同的收缩性评估方法进行对比。我们的结果表明,就频率、起搏和收缩的整体行为而言,我们与这两种方法在定性和定量方面都有很好的一致性:我们假设,所提出的方法一旦经过适当的开发和定制,就能为计算心脏细胞生物力学提供一个框架,用于整合理论和实验。例如,由于细胞的激发过程是一个封闭系统,因此该方法除了能很好地评估心肌细胞的收缩反应外,还可用于尝试推断心肌细胞构成方程中具有统计学意义的模型参数。
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BMC Biophysics
BMC Biophysics BIOPHYSICS-
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