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基于顶点模型的多细胞动力学拓扑图描述

Topological graph description of multicellular dynamics based on vertex model.

作者信息

Hashimoto Atsushi, Nagao Atsuki, Okuda Satoru

机构信息

Graduate School of Education, Kyoto University, Yoshida-honmachi, Sakyo-ku, Kyoto 606-8501, Japan.

Graduate School of Informatics and Engineering, University of Electro-Communication, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.

出版信息

J Theor Biol. 2018 Jan 21;437:187-201. doi: 10.1016/j.jtbi.2017.10.023.

DOI:10.1016/j.jtbi.2017.10.023
PMID:29080778
Abstract

Vertex models are generally powerful tools for exploring biological insights into multicellular dynamics. In these models, a multicellular structure is represented by a network, which is dynamically rearranged using topological operations. Remarkably, the topological dynamics of the network are important in guaranteeing the results from the models and their biological implications. However, it remains unclear whether the entire pattern of multicellular topological dynamics can be accurately expressed by a set of operators in the models. Surprisingly, vertex models have been empirically used for several decades without any mathematical verification. In this study, we propose a rigorous two-/three-dimensional (2D/3D) vertex model to describe multicellular topological dynamics. To do this, we classify several types of vertex models from a graph-theoretic perspective. Based on the classification, mathematical analyses reveal several conditions that enable us to apply the operators accurately without topological errors. Under these conditions, the operators can completely express the entire pattern of multicellular topological dynamics. From these results, we newly propose rigorous 2D/3D vertex models that can be applied to general multicellular dynamics, and we clarify several points to verify the results obtained from previous models.

摘要

顶点模型通常是用于探索多细胞动力学生物学见解的强大工具。在这些模型中,多细胞结构由一个网络表示,该网络通过拓扑操作进行动态重排。值得注意的是,网络的拓扑动力学对于保证模型结果及其生物学意义很重要。然而,尚不清楚模型中的一组算子能否准确表达多细胞拓扑动力学的整体模式。令人惊讶的是,顶点模型已经凭经验使用了几十年,却没有任何数学验证。在本研究中,我们提出了一个严格的二维/三维(2D/3D)顶点模型来描述多细胞拓扑动力学。为此,我们从图论的角度对几种类型的顶点模型进行了分类。基于该分类,数学分析揭示了几个条件,使我们能够准确应用算子而不会出现拓扑错误。在这些条件下,算子可以完全表达多细胞拓扑动力学的整体模式。基于这些结果,我们新提出了可应用于一般多细胞动力学的严格2D/3D顶点模型,并阐明了几个要点以验证从先前模型获得的结果。

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