Department of Biological Sciences, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA.
Mol Syst Biol. 2010 Aug 24;6:405. doi: 10.1038/msb.2010.55.
In order for the cell's genome to be passed intact from one generation to the next, the events of the cell cycle (DNA replication, mitosis, cell division) must be executed in the correct order, despite the considerable molecular noise inherent in any protein-based regulatory system residing in the small confines of a eukaryotic cell. To assess the effects of molecular fluctuations on cell-cycle progression in budding yeast cells, we have constructed a new model of the regulation of Cln- and Clb-dependent kinases, based on multisite phosphorylation of their target proteins and on positive and negative feedback loops involving the kinases themselves. To account for the significant role of noise in the transcription and translation steps of gene expression, the model includes mRNAs as well as proteins. The model equations are simulated deterministically and stochastically to reveal the bistable switching behavior on which proper cell-cycle progression depends and to show that this behavior is robust to the level of molecular noise expected in yeast-sized cells (approximately 50 fL volume). The model gives a quantitatively accurate account of the variability observed in the G1-S transition in budding yeast, which is governed by an underlying sizer+timer control system.
为了使细胞的基因组完整地从一代传递到下一代,细胞周期的事件(DNA 复制、有丝分裂、细胞分裂)必须按正确的顺序执行,尽管在真核细胞的狭小空间中,任何基于蛋白质的调节系统都固有相当大的分子噪声。为了评估分子波动对芽殖酵母细胞细胞周期进程的影响,我们根据其靶蛋白的多点磷酸化以及涉及激酶本身的正反馈和负反馈环,构建了 Cln 和 Clb 依赖性激酶调节的新模型。为了说明基因表达转录和翻译步骤中噪声的重要作用,该模型包括 mRNA 和蛋白质。模型方程通过确定性和随机模拟来揭示适当的细胞周期进程所依赖的双稳态开关行为,并表明这种行为对酵母大小的细胞中预期的分子噪声水平具有鲁棒性(约 50 fL 体积)。该模型定量准确地解释了芽殖酵母中 G1-S 转变所观察到的可变性,该转变受底层大小+定时器控制系统的控制。