Trewenack Abbey J, Landman Kerry A
Department of Mathematics and Statistics, University of Melbourne, Victoria, 3010, Australia.
Bull Math Biol. 2009 Feb;71(2):291-317. doi: 10.1007/s11538-008-9362-x. Epub 2009 Jan 9.
We develop and investigate a continuum model for invasion of a domain by cells that migrate, proliferate and differentiate. The model is applicable to neural crest cell invasion in the developing enteric nervous system, but is presented in general terms and is of broader applicability. Two cell populations are identified and modeled explicitly; a population of precursor cells that migrate and proliferate, and a population of differentiated cells derived from the precursors which have impaired migration and proliferation. The equation describing the precursor cells is based on Fisher's equation with the addition of a carrying-capacity limited differentiation term. Two variations of the proliferation term are considered and compared. For most parameter values, the model admits a traveling wave solution for each population, both traveling at the same speed. The traveling wave solutions are investigated using perturbation analysis, phase plane methods, and numerical techniques. Analytical and numerical results suggest the existence of two wavespeed selection regimes. Regions of the parameter space are characterized according to existence, shape, and speed of traveling wave solutions. Our observations may be used in conjunction with experimental results to identify key parameters determining the invasion speed for a particular biological system. Furthermore, our results may assist experimentalists in identifying the resource that is limiting proliferation of precursor cells.
我们开发并研究了一个连续介质模型,用于描述细胞迁移、增殖和分化从而侵入一个区域的过程。该模型适用于发育中的肠神经系统中神经嵴细胞的侵入,但以通用术语呈现,具有更广泛的适用性。明确识别并对两种细胞群体进行建模;一种是迁移和增殖的前体细胞群体,另一种是源自前体细胞的分化细胞群体,这些分化细胞的迁移和增殖能力受损。描述前体细胞的方程基于费希尔方程,并添加了一个承载能力受限的分化项。考虑并比较了增殖项的两种变体。对于大多数参数值,该模型允许每个群体都有一个行波解,且两者以相同速度传播。使用微扰分析、相平面方法和数值技术对行波解进行了研究。分析和数值结果表明存在两种波速选择机制。根据行波解的存在性、形状和速度对参数空间区域进行了表征。我们的观察结果可与实验结果结合使用,以确定决定特定生物系统侵入速度的关键参数。此外,我们的结果可能有助于实验人员确定限制前体细胞增殖的资源。