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Dynamic Analysis of Feedback Loops in Extra-Cellular Signal Regulated Kinase Signal Network

机译:细胞外信号调节激酶信号网络中反馈回路的动态分析

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Extra-cellular signal regulated kinase (ERK) signal network plays an important role in regulating the fundamental cellular functions such as cell proliferation, survival, differentiation and motility. Development and analysis of mathematical model can help us acquire a deep understanding of the complex behavior of ERK signal transduction network. This paper presents a computational model that offers an integrated quantitative and dynamic simulation of ERK signal transduction network, activated by epidermal growth factor (EGF). The mathematic model contains the activation kinetics of the pathway, a multitude of feedback loops and connection of scaffold proteins. The model provides insight into signal-response relationships between the binding of EGF to its receptor at the cell surface and activation of downstream proteins in the signaling cascade. The different influence of positive and negative feedback loops of the ERK signal transduction pathway were mainly analyzed, indicating that feedback loops were the main impacting factor to the oscillation of ERK signal transduction pathway. The predictions of this oscillation of ERK activation agree well with the literature. It can lead to signal waves of the downstream substrates and induce corresponding biological behaviors.
机译:细胞外信号调节激酶(ERK)信号网络在调节基本细胞功能(例如细胞增殖,存活,分化和运动)中起重要作用。数学模型的开发和分析可以帮助我们深入了解ERK信号转导网络的复杂行为。本文提出了一种计算模型,该模型提供了由表皮生长因子(EGF)激活的ERK信号转导网络的集成定量和动态仿真。该数学模型包含该途径的激活动力学,多种反馈回路和支架蛋白的连接。该模型可洞悉EGF在细胞表面与其受体的结合与信号级联反应中下游蛋白的激活之间的信号反应关系。主要分析了ERK信号转导通路的正反馈回路和负反馈回路的不同影响,表明反馈回路是影响ERK信号转导通路振荡的主要因素。 ERK激活的这种振荡的预测与文献非常吻合。它可以导致下游底物的信号波,并引起相应的生物学行为。

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