Multerer Michael D, Wittwer Lucas D, Stopka Anna, Barac Diana, Lang Christine, Iber Dagmar
Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland.
Methods Mol Biol. 2018;1863:223-250. doi: 10.1007/978-1-4939-8772-6_13.
Morphogenesis, the process by which an adult organism emerges from a single cell, has fascinated humans for a long time. Modeling this process can provide novel insights into development and the principles that orchestrate the developmental processes. This chapter focuses on the mathematical description and numerical simulation of developmental processes. In particular, we discuss the mathematical representation of morphogen and tissue dynamics on static and growing domains, as well as the corresponding tissue mechanics. In addition, we give an overview of numerical methods that are routinely used to solve the resulting systems of partial differential equations. These include the finite element method and the Lattice Boltzmann method for the discretization as well as the arbitrary Lagrangian-Eulerian method and the Diffuse-Domain method to numerically treat deforming domains.
形态发生是指成年生物体从单个细胞发育而来的过程,长期以来一直吸引着人类。对这一过程进行建模可以为发育以及协调发育过程的原理提供新的见解。本章重点关注发育过程的数学描述和数值模拟。特别是,我们讨论了形态发生素和组织动力学在静态和生长域上的数学表示,以及相应的组织力学。此外,我们还概述了常用于求解由此产生的偏微分方程组的数值方法。这些方法包括用于离散化的有限元法和格子玻尔兹曼法,以及用于数值处理变形域的任意拉格朗日 - 欧拉法和扩散域法。