Hornberg Jorrit J, Binder Bernd, Bruggeman Frank J, Schoeberl Birgit, Heinrich Reinhart, Westerhoff Hans V
Department of Molecular Cell Physiology, Institute of Molecular Cell Biology, Faculty of Earth and Life Sciences, Vrije Universiteit, Amsterdam, The Netherlands.
Oncogene. 2005 Aug 25;24(36):5533-42. doi: 10.1038/sj.onc.1208817.
Oncogenesis results from changes in kinetics or in abundance of proteins in signal transduction networks. Recently, it was shown that control of signalling cannot reside in a single gene product, and might well be dispersed over many components. Which of the reactions in these complex networks are most important, and how can the existing molecular information be used to understand why particular genes are oncogenes whereas others are not? We implement a new method to help address such questions. We apply control analysis to a detailed kinetic model of the epidermal growth factor-induced mitogen-activated protein kinase network. We determine the control of each reaction with respect to three biologically relevant characteristics of the output of this network: the amplitude, duration and integrated output of the transient phosphorylation of extracellular signal-regulated kinase (ERK). We confirm that control is distributed, but far from randomly: a small proportion of reactions substantially control signalling. In particular, the activity of Raf is in control of all characteristics of the transient profile of ERK phosphorylation, which may clarify why Raf is an oncogene. Most reactions that really matter for one signalling characteristic are also important for the other characteristics. Our analysis also predicts the effects of mutations and changes in gene expression.
肿瘤发生源于信号转导网络中蛋白质动力学或丰度的变化。最近有研究表明,信号传导的控制并非取决于单一基因产物,而是很可能分散在许多组件中。这些复杂网络中的哪些反应最为重要,以及如何利用现有的分子信息来理解为何特定基因是癌基因而其他基因不是?我们实施了一种新方法来帮助解决此类问题。我们将控制分析应用于表皮生长因子诱导的丝裂原活化蛋白激酶网络的详细动力学模型。我们针对该网络输出的三个生物学相关特征确定每个反应的控制情况:细胞外信号调节激酶(ERK)瞬时磷酸化的幅度、持续时间和积分输出。我们证实控制是分散的,但远非随机分布:一小部分反应对信号传导起着实质性控制作用。特别是,Raf的活性控制着ERK磷酸化瞬时曲线的所有特征,这可能解释了为何Raf是一种癌基因。对一种信号特征真正重要的大多数反应对其他特征也很重要。我们的分析还预测了突变和基因表达变化的影响。