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Modeling the cell cycle: Why do certain circuits oscillate?

机译:模拟细胞周期:为什么某些电路会振荡?

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Computational modeling and the theory of nonlinear dynamical systems allow one to not simply describe the events of the cell cycle, but also to understand why these events occur, just as the theory of gravitation allows one to understand why cannonballs fly in parabolic arcs. The simplest examples of the eukaryotic cell cycle operate like autonomous oscillators. Here, we present the basic theory of oscillatory biochemical circuits in the context of the Xenopus embryonic cell cycle. We examine Boolean models, delay differential equation models, and especially ordinary differential equation (ODE) models. For ODE models, we explore what it takes to get oscillations out of two simple types of circuits (negative feedback loops and coupled positive and negative feedback loops). Finally, we review the procedures of linear stability analysis, which allow one to determine whether a given ODE model and a particular set of kinetic parameters will produce oscillations.
机译:计算建模和非线性动力系统理论使人们不仅可以简单地描述细胞周期的事件,而且可以理解为什么发生这些事件,就像万有引力理论可以理解为什么炮弹以抛物线飞行一样。真核细胞周期最简单的例子就像自主振荡器一样运作。在这里,我们介绍了非洲爪蟾胚胎细胞周期中振荡生化电路的基本理论。我们研究布尔模型,延迟微分方程模型,尤其是常微分方程(ODE)模型。对于ODE模型,我们探讨了从两种简单类型的电路(负反馈环路以及正负反馈耦合环路)中获得振荡所需的方法。最后,我们回顾了线性稳定性分析的过程,该过程使我们可以确定给定的ODE模型和一组特定的动力学参数是否会产生振荡。

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