Stability of genetic regulatory networks with time delay

被引:350
作者
Chen, LN [1 ]
Aihara, K
机构
[1] Osaka Sangyo Univ, Fac Engn, Dept Elect & Elect Engn, Osaka 5748530, Japan
[2] Univ Tokyo, Grad Sch Frontier Sci, Dept Complex Sci & Engn, Tokyo 1138656, Japan
[3] Japan Sci & Technol Corp, CREST, Kawaguchi, Saitama 332, Japan
关键词
bifurcation; functional differential equation; gene expression; genetic regulatory network; mRNA; protein; stability; time delay;
D O I
10.1109/TCSI.2002.1001949
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a model for genetic regulatory networks with time delays, which is described by functional differential equations or delay differential equations (DDE), provide necessary and sufficient conditions for simplifying the genetic network model, and further analyze nonlinear properties of the model in terms of local stability and bifurcation. The proposed model transforms the original interacting network into several simple transcendental equations at an equilibrium, thereby significantly reducing the computational complexity and making analysis of stability and bifurcation tractable for even large-scale networks. Finally, to test the theory, a repressilator model is used as an example for numerical simulation.
引用
收藏
页码:602 / 608
页数:7
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