论文标题

熵驱动的细胞脱位制作可预测多细胞系统中的流体到固体过渡

Entropy-driven cell-decision making predicts fluid-to-solid transition in multicellular systems

论文作者

Barua, Arnab, Syga, Simon, Mascheroni, Pietro, Kavallaris, Nikos, Meyer-Hermann, Michael, Deutsch, Andreas, Hatzikirou, Haralampos

论文摘要

细胞决策使细胞可以响应微环境提示,在没有遗传变化的情况下假设功能上不同的表型。这是一个开放的问题,即单个细胞决策如何影响组织水平的动力学。在这里,我们研究表现出表型可塑性的细胞群中的时空模式形成,这是细胞决策的范式。我们专注于迁移/休息和迁移/增殖可塑性,这些迁移/增殖可塑性是上皮 - 间质转变(EMT)和GO或GO或生长二分法的。 We assume that cells change their phenotype in order to minimize their microenvironmental entropy (LEUP: Least microEnvironmental Uncertainty Principle) and study the impact of the LEUP-driven migration/resting and migration/proliferation plasticity on the corresponding multicellular spatio-temporal dynamics with a stochastic cell-based mathematical model for the spatio-temporal dynamics of the cell phenotypes.在GO或REST可塑性的情况下,相应的平均场近似允许在扩散(流体)和上皮(固体)组织相之间识别可动的开关机制,该机构取决于表型对环境的敏感性。对于GO或增长的可塑性,我们显示了“固体”组织相形成图纹模式形成的可能性及其与LEUP驱动的细胞决策参数的关系。

Cellular decision making allows cells to assume functionally different phenotypes in response to microenvironmental cues, without genetic change. It is an open question, how individual cell decisions influence the dynamics at the tissue level. Here, we study spatio-temporal pattern formation in a population of cells exhibiting phenotypic plasticity, which is a paradigm of cell decision making. We focus on the migration/resting and the migration/proliferation plasticity which underly the epithelial-mesenchymal transition (EMT) and the go or grow dichotomy. We assume that cells change their phenotype in order to minimize their microenvironmental entropy (LEUP: Least microEnvironmental Uncertainty Principle) and study the impact of the LEUP-driven migration/resting and migration/proliferation plasticity on the corresponding multicellular spatio-temporal dynamics with a stochastic cell-based mathematical model for the spatio-temporal dynamics of the cell phenotypes. In the case of the go or rest plasticity, a corresponding mean-field approximation allows to identify a bistable switching mechanism between a diffusive (fluid) and an epithelial (solid) tissue phase which depends on the sensitivity of the phenotypes to the environment. For the go or grow plasticity, we show the possibility of Turing pattern formation for the "solid" tissue phase and its relation with the parameters of the LEUP-driven cell decisions.

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