Stability analysis of biological systems with real solution classification

Dongming Wang, Bican Xia
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引用次数: 52

Abstract

This paper presents a new and general approach for analyzing the stability of a large class of biological networks, modeled as autonomous systems of differential equations, using real solving and solution classification. The proposed approach, based on the classical technique of linearization from the qualitative theory of ordinary differential equations yet with exact symbolic computation, is applied to analyzing the local stability of the Cdc2-cyclin B/Wee1 system and the Mos/MEK/p42 MAPK cascade, two well-known models for cell and protein signaling that have been studied extensively in the literature. We provide rigorous proofs and generalizations for some of the previous results established experimentally and report our new findings.
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生物系统的实解分类稳定性分析
本文提出了一种新的、通用的方法来分析一类生物网络的稳定性,这些网络被建模为微分方程的自治系统,使用实解和解分类。该方法基于常微分方程定性理论的经典线性化技术,并结合精确的符号计算,用于分析Cdc2-cyclin B/Wee1系统和Mos/MEK/p42 MAPK级联的局部稳定性,这两个众所周知的细胞和蛋白质信号传导模型已在文献中得到广泛研究。我们提供严格的证明和推广一些以前的结果建立实验和报告我们的新发现。
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