Graduate School of Mathematical Science, The University of Tokyo, 3-8-1, Komaba, Meguro-ku, Tokyo, 153-8914, Japan.
Faculty of Science and Engineering, Yamato University, 2-5-1, Katayama-cho, Suita, Osaka, 564-0082, Japan.
Sci Rep. 2023 Nov 23;13(1):20549. doi: 10.1038/s41598-023-47911-1.
We introduce a three-dimensional mathematical model for the dynamics of vascular endothelial cells during sprouting angiogenesis. Angiogenesis is the biological process by which new blood vessels form from existing ones. It has been the subject of numerous theoretical models. These models have successfully replicated various aspects of angiogenesis. Recent studies using particle-based models have highlighted the significant influence of cell shape on network formation, with elongated cells contributing to the formation of branching structures. While most mathematical models are two-dimensional, we aim to investigate whether ellipsoids also form branch-like structures and how their shape affects the pattern. In our model, the shape of a vascular endothelial cell is represented as a spheroid, and a discrete dynamical system is constructed based on the simple assumption of two-body interactions. Numerical simulations demonstrate that our model reproduces the patterns of elongation and branching observed in the early stages of angiogenesis. We show that the pattern formation of the cell population is strongly dependent on the cell shape. Finally, we demonstrate that our current mathematical model reproduces the cell behaviours, specifically cell-mixing, observed in sprouts.
我们提出了一个三维数学模型,用于研究血管内皮细胞在发芽血管生成过程中的动力学。血管生成是新血管从现有血管形成的生物学过程。它已经成为许多理论模型的主题。这些模型成功地复制了血管生成的各个方面。最近使用基于粒子的模型的研究强调了细胞形状对网络形成的显著影响,其中细长的细胞有助于形成分支结构。虽然大多数数学模型是二维的,但我们旨在研究椭圆体是否也形成类似分支的结构,以及它们的形状如何影响模式。在我们的模型中,血管内皮细胞的形状表示为一个球体,并且基于两个体相互作用的简单假设构建了一个离散动力系统。数值模拟表明,我们的模型再现了血管生成早期观察到的伸长和分支的模式。我们表明,细胞群体的模式形成强烈依赖于细胞形状。最后,我们证明我们当前的数学模型再现了在芽中观察到的细胞行为,特别是细胞混合。