Indian Institute of Science Education and Research Kolkata, Mohanpur, Nadia 741246, India.
Phys Rev E. 2020 Feb;101(2-1):022418. doi: 10.1103/PhysRevE.101.022418.
Gene regulation in a cellular environment is a stochastic phenomenon leading to a large variability in mRNAs and protein numbers that are often produced in bursts. The regulation leading to varied protein dynamics can be ascribed to transcriptional or post-transcriptional mechanisms. In transcriptional regulation, the gene dynamically switches between an active and an inactive state, while in the post-transcriptional regulation small RNAs tune the activity of mRNAs. In either scenario, it is possible to calculate the time-dependent probability distribution of proteins and address the interesting question pertaining to their first passage time statistics. The coefficient of variation of first passage time can be considered to be an indicator of efficiency in controlling regulatory pathways and we show that post-transcriptional regulation performs better than simple transcriptional regulation for comparable protein yields.
细胞环境中的基因调控是一种随机现象,导致 mRNA 和蛋白质数量的大量变化,这些变化通常呈爆发式产生。导致蛋白质动力学变化的调控可归因于转录或转录后机制。在转录调控中,基因在活跃和不活跃状态之间动态切换,而在转录后调控中,小分子 RNA 调节 mRNA 的活性。在这两种情况下,都可以计算蛋白质的时变概率分布,并解决与其首次通过时间统计有关的有趣问题。首次通过时间的变异系数可以被认为是控制调节途径的效率的一个指标,我们表明,对于可比的蛋白质产量,转录后调控比简单的转录调控表现更好。