Graph-theoretic analysis of multistationarity using degree theory

被引:8
作者
Conradi, Carsten [1 ]
Mincheva, Maya [2 ]
机构
[1] Univ Appl Sci, Hsch Tech & Wirtschaft, Berlin, Germany
[2] Northern Illinois Univ, Dept Math Sci, De Kalb, IL 60115 USA
关键词
Biochemical mechanisms; Mass-action kinetics; Multistationarity; Bipartite graph; MAPK network; CHEMICAL-REACTION NETWORKS; MULTISTABILITY; EQUILIBRIA;
D O I
10.1016/j.matcom.2015.08.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Biochemical mechanisms with mass action kinetics are often modeled by systems of polynomial differential equations (DE). Determining directly if the DE system has multiple equilibria (multistationarity) is difficult for realistic systems, since they are large, nonlinear and contain many unknown parameters. Mass action biochemical mechanisms can be represented by a directed bipartite graph with species and reaction nodes. Graph-theoretic methods can then be used to assess the potential of a given biochemical mechanism for multistationarity by identifying structures in the bipartite graph referred to as critical fragments. In this article we present a graph-theoretic method for conservative biochemical mechanisms characterized by bounded species concentrations, which makes the use of degree theory arguments possible. We illustrate the results with an example of a mitogenactivated protein kinases (MAPK) network. (C) 2015 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:76 / 90
页数:15
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