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Modelling Dynamics of Genetic Networks as a Multiscale Process

机译:基因网络的建模动态作为多尺度过程

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A key phenomenon in the dynamics of genetic networks is the cell cycle. In the study of this phenomenon, an important task is to understand how many processes, acting on different temporal and spatial scales, interact in the cell. In this paper we deal with the problem of modelling cell cycles. We start our analysis from the Novak-Tyson model and apply this deterministic model to simulate relative protein concentrations in several different living systems, including Schixosaccharomyces pombe to validate the results. Then we generalize the model to account for the nonlinear dynamics of a cell division cycle, and in particular for special events of cell cycles. We discuss the obtained results and their implications on designing engineered regulatory genetic networks and new biological technologies.
机译:遗传网络动态中的一个关键现象是细胞周期。在对这种现象的研究中,一个重要的任务是了解在小区中的不同时间和空间尺度上作用的过程数量是多少。在本文中,我们处理细胞周期的问题。我们从Novak-Tyson模型开始分析,并应用该确定性模型,以模拟几种不同生活系统中的相对蛋白质浓度,包括Schixosaccharomyces Pombe,以验证结果。然后,我们概括模型以解释细胞分裂周期的非线性动态,特别是对于细胞周期的特殊事件。我们讨论获得的结果及其对设计工程监管基因网络和新生物技术的影响。

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