Barberis Matteo, Klipp Edda, Vanoni Marco, Alberghina Lilia
Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy.
PLoS Comput Biol. 2007 Apr 13;3(4):e64. doi: 10.1371/journal.pcbi.0030064. Epub 2007 Feb 21.
The eukaryotic cell cycle is the repeated sequence of events that enable the division of a cell into two daughter cells. It is divided into four phases: G1, S, G2, and M. Passage through the cell cycle is strictly regulated by a molecular interaction network, which involves the periodic synthesis and destruction of cyclins that bind and activate cyclin-dependent kinases that are present in nonlimiting amounts. Cyclin-dependent kinase inhibitors contribute to cell cycle control. Budding yeast is an established model organism for cell cycle studies, and several mathematical models have been proposed for its cell cycle. An area of major relevance in cell cycle control is the G1 to S transition. In any given growth condition, it is characterized by the requirement of a specific, critical cell size, PS, to enter S phase. The molecular basis of this control is still under discussion. The authors report a mathematical model of the G1 to S network that newly takes into account nucleo/cytoplasmic localization, the role of the cyclin-dependent kinase Sic1 in facilitating nuclear import of its cognate Cdk1-Clb5, Whi5 control, and carbon source regulation of Sic1 and Sic1-containing complexes. The model was implemented by a set of ordinary differential equations that describe the temporal change of the concentration of the involved proteins and protein complexes. The model was tested by simulation in several genetic and nutritional setups and was found to be neatly consistent with experimental data. To estimate PS, the authors developed a hybrid model including a probabilistic component for firing of DNA replication origins. Sensitivity analysis of PS provides a novel relevant conclusion: PS is an emergent property of the G1 to S network that strongly depends on growth rate.
真核细胞周期是使一个细胞分裂为两个子细胞的一系列重复事件。它分为四个阶段:G1、S、G2和M期。细胞周期的进程受到一个分子相互作用网络的严格调控,该网络涉及周期蛋白的周期性合成与降解,周期蛋白结合并激活细胞周期蛋白依赖性激酶(其含量不受限制)。细胞周期蛋白依赖性激酶抑制剂有助于细胞周期的控制。芽殖酵母是用于细胞周期研究的成熟模式生物,人们已经提出了几个关于其细胞周期的数学模型。细胞周期控制中一个主要相关领域是G1期到S期的转变。在任何给定的生长条件下,其特征是进入S期需要特定的临界细胞大小PS。这种控制的分子基础仍在讨论中。作者报告了一个从G1期到S期网络的数学模型,该模型新纳入了核/细胞质定位、细胞周期蛋白依赖性激酶Sic1在促进其同源Cdk1-Clb5核输入中的作用、Whi5调控以及Sic1和含Sic1复合物的碳源调节。该模型由一组常微分方程实现,这些方程描述了相关蛋白质和蛋白质复合物浓度随时间的变化。该模型在几种遗传和营养设置中通过模拟进行了测试,发现与实验数据完全一致。为了估计PS,作者开发了一个混合模型,其中包括一个用于DNA复制起点激发的概率成分。对PS的敏感性分析得出了一个新的相关结论:PS是G1期到S期网络的一个涌现特性,它强烈依赖于生长速率。