From individual-based mechanical models of multicellular systems to free-boundary problems

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
T. Lorenzi, P. Murray, M. Ptashnyk
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引用次数: 13

Abstract

In this paper we present an individual-based mechanical model that describes the dynamics of two contiguous cell populations with different proliferative and mechanical characteristics. An off-lattice modelling approach is considered whereby: (i) every cell is identified by the position of its centre; (ii) mechanical interactions between cells are described via generic nonlinear force laws; and (iii) cell proliferation is contact inhibited. We formally show that the continuum counterpart of this discrete model is given by a free-boundary problem for the cell densities. The results of the derivation demonstrate how the parameters of continuum mechanical models of multicellular systems can be related to biophysical cell properties. We prove an existence result for the free-boundary problem and construct travelling-wave solutions. Numerical simulations are performed in the case where the cellular interaction forces are described by the celebrated Johnson-Kendall-Roberts model of elastic contact, which has been previously used to model cell-cell interactions. The results obtained indicate excellent agreement between the simulation results for the individual-based model, the numerical solutions of the corresponding free-boundary problem and the travelling-wave analysis.
从基于个体的多细胞系统力学模型到自由边界问题
在本文中,我们提出了一个基于个体的力学模型,描述了两个具有不同增殖和力学特征的连续细胞群体的动力学。考虑了一种非点阵建模方法,其中:(i)每个细胞由其中心位置识别;(ii)细胞之间的机械相互作用通过一般非线性力定律来描述;(3)细胞增殖受到接触抑制。我们正式证明了这种离散模型的连续体对应是由细胞密度的自由边界问题给出的。推导的结果证明了多细胞系统连续力学模型的参数如何与生物物理细胞特性相关。证明了自由边界问题的一个存在性结果,构造了行波解。在细胞相互作用力由著名的Johnson-Kendall-Roberts弹性接触模型描述的情况下,进行了数值模拟,该模型先前已用于模拟细胞-细胞相互作用。所得结果表明,基于个体的模型的模拟结果与相应的自由边界问题的数值解与行波分析结果吻合良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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