Mathematical modeling of evolution of cell networks in epithelial tissues

I. Krasnyakov
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Abstract

Epithelial cell networks imply a packing geometry characterized by various cell shapes and distributions in terms of number of cell neighbors and areas. Despite such simple characteristics describing cell sheets, the formation of bubble‐like cells during the morphogenesis of epithelial tissues remains poorly understood. This study proposes a topological mathematical model of morphogenesis in a squamous epithelial. We introduce a new potential that takes into account not only the elasticity of cell perimeter and area but also the elasticity of their internal angles. Additionally, we incorporate an integral equation for chemical signaling, allowing us to consider chemo‐mechanical cell interactions. In addition to the listed factors, the model takes into account essential processes in real epithelial, such as cell proliferation and intercalation. The presented mathematical model has yielded novel insights into the packing of epithelial sheets. It has been found that there are two main states: one consists of cells of the same size, and the other consists of “bubble” cells. An example is provided of the possibility of accounting for chemo‐mechanical interactions in a multicellular environment. The introduction of a parameter determining the flexibility of cell shapes enables the modeling of more complex cell behaviors, such as considering change of cell phenotype. The developed mathematical model of morphogenesis of squamous epithelium allows progress in understanding the processes of formation of cell networks. The results obtained from mathematical modeling are of significant importance for understanding the mechanisms of morphogenesis and development of epithelial tissues. Additionally, the obtained results can be applied in developing methods to influence morphogenetic processes in medical applications.
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上皮组织细胞网络进化的数学建模
上皮细胞网络意味着一种以各种细胞形状以及细胞邻近数量和面积分布为特征的堆积几何形状。尽管描述细胞片的特征如此简单,但人们对上皮组织形态发生过程中气泡状细胞的形成仍然知之甚少。本研究提出了鳞状上皮形态发生的拓扑数学模型。我们引入了一种新的势,它不仅考虑了细胞周长和面积的弹性,还考虑了细胞内角的弹性。此外,我们还加入了化学信号的积分方程,使我们能够考虑化学-机械细胞相互作用。除上述因素外,该模型还考虑了实际上皮细胞的基本过程,如细胞增殖和插层。所提出的数学模型使我们对上皮片的堆积有了新的认识。研究发现存在两种主要状态:一种由大小相同的细胞组成,另一种由 "气泡 "细胞组成。该研究提供了一个例子,说明在多细胞环境中考虑化学机械相互作用的可能性。通过引入一个决定细胞形状灵活性的参数,可以建立更复杂的细胞行为模型,例如考虑细胞表型的变化。所建立的鳞状上皮细胞形态发生数学模型有助于进一步了解细胞网络的形成过程。数学建模获得的结果对于理解上皮组织的形态发生和发育机制具有重要意义。此外,获得的结果还可用于开发影响形态发生过程的医学应用方法。
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