Wu Fang-Xiang
Department of Mechanical Engineering and Divisionof Biomedical Engineering, University of Saskatchewan, Saskatoon, SK S7N5A9, Canada.
IEEE Trans Neural Netw. 2011 Nov;22(11):1685-93. doi: 10.1109/TNN.2011.2165556. Epub 2011 Sep 6.
Genetic regulatory networks can be described by nonlinear differential equations with time delays. In this paper, we study both locally and globally delay-independent stability of genetic regulatory networks, taking messenger ribonucleic acid alternative splicing into consideration. Based on nonnegative matrix theory, we first develop necessary and sufficient conditions for locally delay-independent stability of genetic regulatory networks with multiple time delays. Compared to the previous results, these conditions are easy to verify. Then we develop sufficient conditions for global delay-independent stability for genetic regulatory networks. Compared to the previous results, this sufficient condition is less conservative. To illustrate theorems developed in this paper, we analyze delay-independent stability of two genetic regulatory networks: a real-life repressilatory network with three genes and three proteins, and a synthetic gene regulatory network with five genes and seven proteins. The simulation results show that the theorems developed in this paper can effectively determine the delay-independent stability of genetic regulatory networks.
基因调控网络可以用具有时间延迟的非线性微分方程来描述。在本文中,我们研究了考虑信使核糖核酸可变剪接的基因调控网络的局部和全局延迟无关稳定性。基于非负矩阵理论,我们首先给出了具有多个时间延迟的基因调控网络局部延迟无关稳定性的充要条件。与先前的结果相比,这些条件易于验证。然后我们给出了基因调控网络全局延迟无关稳定性的充分条件。与先前的结果相比,这个充分条件的保守性较小。为了说明本文所提出的定理,我们分析了两个基因调控网络的延迟无关稳定性:一个具有三个基因和三个蛋白质的实际抑制网络,以及一个具有五个基因和七个蛋白质的合成基因调控网络。仿真结果表明,本文所提出的定理能够有效地确定基因调控网络的延迟无关稳定性。