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Mathematical modelling plant signalling networks

机译:数学建模工厂信号网络

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During the last two decades, molecular genetic studies and the completion of the sequencing of the Arabidopsis thaliana genome have increased knowledge of hormonal regulation in plants. These signal transduction pathways act in concert through gene regulatory and signalling networks whose main components have begun to be elucidated. Our understanding of the resulting cellular processes is hindered by the complex, and sometimes counter-intuitive, dynamics of the networks, which may be interconnected through feedback controls and cross-regulation. Mathematical modelling provides a valuable tool to investigate such dynamics and to perform in silico experiments that may not be easily carried out in a laboratory. In this article, we firstly review general methods for modelling gene and signalling networks and their application in plants. We then describe specific models of hormonal perception and cross-talk in plants. This mathematical analysis of sub-cellular molecular mechanisms paves the way for more comprehensive modelling studies of hormonal transport and signalling in a multi-scale setting.
机译:在过去的二十年中,分子遗传学研究和拟南芥基因组测序的完成增加了植物激素调节的知识。这些信号转导途径通过基因调控和信号传递网络协同作用,其主要成分已被阐明。我们对所产生的细胞过程的理解受到网络复杂,有时违反直觉的动态的阻碍,这些动态可能通过反馈控制和交叉调节相互联系。数学建模提供了一种有价值的工具,可用于研究此类动力学并执行计算机上难以在实验室中进行的计算机模拟实验。在本文中,我们首先回顾了基因和信号网络建模的一般方法及其在植物中的应用。然后,我们描述植物中荷尔蒙感知和串扰的特定模型。这种对亚细胞分子机制的数学分析为在多尺度环境下荷尔蒙转运和信号传导的更全面建模研究铺平了道路。

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