A cellular automata model of tumor-immune system interactions

被引:169
|
作者
Mallet, DG
De Pillis, LG
机构
[1] Queensland Univ Technol, Sch Math Sci, Brisbane, Qld 4001, Australia
[2] Harvey Mudd Coll, Ctr Quantitat Life Sci, Claremont, CA 91711 USA
[3] Harvey Mudd Coll, Dept Math, Claremont, CA 91711 USA
关键词
tumor; immune; cellular automata; lymphocyte infiltration; oscillatory growth;
D O I
10.1016/j.jtbi.2005.08.002
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present a hybrid cellular automata-partial differential equation model of moderate complexity to describe the interactions between a growing tumor next to a nutrient source and the immune system of the host organism. The model allows both temporal and two-dimensional spatial evolution of the system under investigation and is comprised of biological cell metabolism rules derived from both the experimental and mathematical modeling literature. We present numerical simulations that display behaviors which are qualitatively similar to those exhibited in tumor-immume system interaction experiments. These include spherical tumor growth, stable and unstable oscillatory tumor growth, satellitosis and tumor infiltration by immune cells. Finally, the relationship between these different growth regimes and key system parameters is discussed. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:334 / 350
页数:17
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