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癌细胞生长与侵袭双种群模型中的聚集和行波动力学

Aggregation and travelling wave dynamics in a two-population model of cancer cell growth and invasion.

作者信息

Bitsouni Vasiliki, Trucu Dumitru, Chaplain Mark A J, Eftimie Raluca

机构信息

Division of Mathematics, University of Dundee, Dundee, DD1 4HN, Scotland, UK.

School of Mathematics and Statistics, Mathematical Institute (MI), North Haugh.

出版信息

Math Med Biol. 2018 Dec 5;35(4):541-577. doi: 10.1093/imammb/dqx019.

Abstract

Cells adhere to each other and to the extracellular matrix (ECM) through protein molecules on the surface of the cells. The breaking and forming of adhesive bonds, a process critical in cancer invasion and metastasis, can be influenced by the mutation of cancer cells. In this paper, we develop a nonlocal mathematical model describing cancer cell invasion and movement as a result of integrin-controlled cell-cell adhesion and cell-matrix adhesion, for two cancer cell populations with different levels of mutation. The partial differential equations for cell dynamics are coupled with ordinary differential equations describing the ECM degradation and the production and decay of integrins. We use this model to investigate the role of cancer mutation on the possibility of cancer clonal competition with alternating dominance, or even competitive exclusion (phenomena observed experimentally). We discuss different possible cell aggregation patterns, as well as travelling wave patterns. In regard to the travelling waves, we investigate the effect of cancer mutation rate on the speed of cancer invasion.

摘要

细胞通过其表面的蛋白质分子相互黏附,并与细胞外基质(ECM)黏附。黏附键的断裂和形成是癌症侵袭和转移中的关键过程,可能会受到癌细胞突变的影响。在本文中,我们针对具有不同突变水平的两个癌细胞群体,开发了一个非局部数学模型,该模型将癌细胞的侵袭和运动描述为整合素控制的细胞间黏附和细胞与基质黏附的结果。细胞动力学的偏微分方程与描述ECM降解以及整合素产生和衰变的常微分方程相耦合。我们使用这个模型来研究癌症突变在癌症克隆竞争(交替占主导地位,甚至是竞争排斥,这些都是实验中观察到的现象)可能性方面的作用。我们讨论了不同可能的细胞聚集模式以及行波模式。关于行波,我们研究了癌症突变率对癌症侵袭速度的影响。

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