Simulation and sensitivity analysis of phosphorylation of EGFR signal transduction pathway in PC12 cell model.

C V Suresh Babu, S Yoon, H S Nam, Y S Yoo
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引用次数: 19

Abstract

The epidermal growth factor receptor (EGFR) signalling pathway is a complex signalling process with a wide network of interactions. The activation of the mitogen-activated protein kinases (MAPKs) cascade by this activated EGFR has been well studied. MAPKs form a highly integrated network, which is essential for certain specialised cell functions. This paper presents a kinetic model for the MAPK pathway downstream of the EGFR using a biochemical simulator. The model includes 30 signalling events and 29 signalling molecules. The time course data were examined for the activation of each signalling component. The simulation provides a large volume of data, by monitoring the kinetics of the signalling components, which were compared experimentally using the PC12 cell line. The kinetic model corresponded well with the experimental results observed in the EGFR induced activation of proteins. An examination of the kinetic analysis of the multiple signalling events provides a quantitative framework for representing the EGFR signalling network.

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EGFR信号转导通路磷酸化在PC12细胞模型中的模拟及敏感性分析。
表皮生长因子受体(EGFR)信号通路是一个复杂的信号传导过程,具有广泛的相互作用网络。这种激活的EGFR对丝裂原活化蛋白激酶(MAPKs)级联的激活已经得到了很好的研究。MAPKs形成了一个高度整合的网络,这对于某些特殊的细胞功能是必不可少的。本文利用生化模拟器建立了EGFR下游MAPK通路的动力学模型。该模型包括30个信号事件和29个信号分子。时间过程数据被检查为每个信号组件的激活。模拟提供了大量的数据,通过监测信号元件的动力学,这些数据是用PC12细胞系进行实验比较的。该动力学模型与EGFR诱导蛋白活化的实验结果吻合较好。对多个信号事件的动力学分析的研究为表示EGFR信号网络提供了一个定量框架。
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