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INSIGHTS INTO THE NETWORK CONTROLLING THE G_1/S TRANSITION IN BUDDING YEAST

机译:在萌芽酵母中洞察控制网络中的G_1 / S转变

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The understanding of complex biological processes whose function requires the interaction of a large number of components is strongly improved by the construction of mathematical models able to capture the underlying regulatory wirings and to predict the dynamics of the process in a variety of conditions. Iterative rounds of simulations and experimental analysis generate models of increasing accuracy, what is called the systems biology approach. The cell cycle is one of the complex biological processes that benefit from this approach, and in particular budding yeast is an established model organism for these studies. The recent publication about the modeling of the G_1/S transition of the budding yeast cell cycle under a systems biology analysis has highlighted in particular the implications of the cell size determination that impinge the events driving DNA replication. During the life cycle of eukaryotic cells, DNA replication is restricted to a specific time window, called the S phase, and several control mechanisms ensure that each DNA sequence is replicated once, and only once, in the period from one cell division to the next. Here we extend the analysis of the G_1/S transition model by including additional aspects concerning the DNA replication process, in order to give a reasonable explanation to the experimental dynamics, as well as of specific cell cycle mutants. Moreover, we show the mathematical description of the critical cell mass (P_s) that cells have to reach to start DNA replication, which value is modulated depending on the different activation of the replication origins. The sensitivity analysis of the influence that the kinetic parameters of the G_1/S transition model have on the setting of the P_s value is also reported.
机译:通过能够捕获潜在的调节布线的数学模型和预测各种条件中的过程的动态,强大地改善了该功能所需的复杂生物过程的复杂生物过程。迭代回合的模拟和实验分析产生了提高准确性的模型,所谓的系统生物学方法。细胞周期是从该方法中受益的复杂生物过程之一,特别是萌芽酵母是这些研究的既定模型生物体。关于在系统生物学分析下萌发的萌芽酵母细胞周期的G_1 / S转变的建模的出版物尤其突出显示,特别是细胞尺寸测定的影响,其冲击驱动DNA复制的事件。在真核细胞的生命周期期间,DNA复制仅限于特定的时间窗口,称为S相,并且若干控制机制确保每次DNA序列都经过一次,并且只有一次,在从一个小区划分到下一个细胞分割时段。在这里,我们通过包括关于DNA复制过程的其他方面来扩展G_1 / s转换模型的分析,以便对实验动态的合理解释以及特定的细胞周期突变体。此外,我们展示了细胞必须达到开始DNA复制的临界细胞质量(P_S)的数学描述,这是根据复制起源的不同激活来调制的值。还报道了G_1 / S转换模型的动力学参数对P_S值设置的影响的灵敏度分析。

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