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用于镶嵌组织细胞更新的细胞自动机和积分微分方程模型。

Cellular automata and integrodifferential equation models for cell renewal in mosaic tissues.

机构信息

Department of Mathematics, School of Mathematical and Computer Sciences, Heriot Watt University, Edinburgh, UK.

出版信息

J R Soc Interface. 2010 Nov 6;7(52):1525-35. doi: 10.1098/rsif.2010.0071. Epub 2010 Apr 7.

Abstract

Mosaic tissues are composed of two or more genetically distinct cell types. They occur naturally, and are also a useful experimental method for exploring tissue growth and maintenance. By marking the different cell types, one can study the patterns formed by proliferation, renewal and migration. Here, we present mathematical modelling suggesting that small changes in the type of interaction that cells have with their local cellular environment can lead to very different outcomes for the composition of mosaics. In cell renewal, proliferation of each cell type may depend linearly or nonlinearly on the local proportion of cells of that type, and these two possibilities produce very different patterns. We study two variations of a cellular automaton model based on simple rules for renewal. We then propose an integrodifferential equation model, and again consider two different forms of cellular interaction. The results of the continuous and cellular automata models are qualitatively the same, and we observe that changes in local environment interaction affect the dynamics for both. Furthermore, we demonstrate that the models reproduce some of the patterns seen in actual mosaic tissues. In particular, our results suggest that the differing patterns seen in organ parenchymas may be driven purely by the process of cell replacement under different interaction scenarios.

摘要

镶嵌组织由两种或两种以上具有不同遗传特征的细胞类型组成。它们是自然发生的,也是探索组织生长和维持的有用实验方法。通过标记不同的细胞类型,可以研究增殖、更新和迁移形成的模式。在这里,我们提出了数学模型,表明细胞与其局部细胞环境相互作用的类型的微小变化可能导致镶嵌物组成的非常不同的结果。在细胞更新中,每种细胞类型的增殖可能线性或非线性地依赖于该类型细胞的局部比例,这两种可能性产生非常不同的模式。我们研究了基于简单更新规则的细胞自动机模型的两种变体。然后,我们提出了一个积分微分方程模型,并再次考虑了两种不同的细胞相互作用形式。连续和细胞自动机模型的结果在定性上是相同的,我们观察到局部环境相互作用的变化会影响两者的动力学。此外,我们证明模型再现了一些实际镶嵌组织中观察到的模式。特别是,我们的结果表明,在不同的相互作用场景下,器官实质中观察到的不同模式可能纯粹是由细胞替代过程驱动的。

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