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干预措施在癌症演变中的作用——一种进化博弈方法。

The role of interventions in the cancer evolution-an evolutionary games approach.

作者信息

Swierniak A, Krzeslak M, Borys D, Kimmel M

机构信息

Institute of Automatic Control, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland.

出版信息

Math Biosci Eng. 2018 Dec 13;16(1):265-291. doi: 10.3934/mbe.2019014.

Abstract

We propose to endow evolutionary gamemodels with changes of the phenotypes adjustment during the transient generations performed by the parameters in the payoff matrix which determine the fitness resulting from different interactions between players. These changes represent an alteration of access to external resources which, in turn, may reflect anticancer treatment. In the case of spatial games, these functions are represented by an additional lattice where another and parallel game based on cellular automata is performed. The main assumption of the spatial games is that each cell on the lattice is represented by a player following only one strategy. We propose to consider cells on the spatial lattice as heterogeneous (instead of homogeneous), so that each particular player may contain mixed phenotypes. Spatial games of the type, proposed by us, are called multidimensional spatial evolutionary games (MSEG). It may happen that within the population, all of the players have diverse phenotypes (which probably better describes biological phenomena). The additional lattice representing the evolution of resources increases only the dimension of the lattice in the MSEG.

摘要

我们建议赋予进化博弈模型以在瞬态世代期间由收益矩阵中的参数执行的表型调整变化,这些参数决定了玩家之间不同相互作用产生的适应性。这些变化代表了获取外部资源的改变,进而可能反映抗癌治疗。在空间博弈的情况下,这些函数由一个额外的晶格表示,在该晶格上进行另一个基于细胞自动机的并行博弈。空间博弈的主要假设是晶格上的每个单元格由仅遵循一种策略的玩家表示。我们建议将空间晶格上的单元格视为异质的(而不是同质的),以便每个特定玩家可能包含混合表型。我们提出的这种类型的空间博弈称为多维空间进化博弈(MSEG)。可能在种群中,所有玩家都具有不同的表型(这可能更好地描述生物现象)。表示资源进化的额外晶格仅增加了MSEG中晶格的维度。

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