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Effects of the Dynamics of the Steps in Transcription Initiation on the Asymmetry of the Distribution of Time Intervals Between Consecutive RNA Productions

机译:转录起始步骤动力学对连续RNA生产之间时间间隔分布的不对称性的影响

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Asymmetries in the distribution of time intervals between consecutive RNA productions from a gene can play a critical role in, e.g., allowing/ preventing the RNA and, thus, protein numbers to cross thresholds involved in gene network decision making. Here, we use a stochastic, multi-step model of transcription initiation, with all rate constants empirically validated, and explore how the kinetics of its steps affect the temporal asymmetries in RNA production, as measured by the skewness of the distribution of intervals between consecutive RNA productions in individual cells. From the model, first, we show that this skewness differs widely with the mean fraction of time that the RNA polymerase spends in the steps preceding open complex formation, while being independent of the mean transcription rate. Next, we provide empirical validation of these results, using qPCR and live, time-lapse, single-molecule RNA microscopy measurements of the transcription kinetics of multiple promoters. We conclude that the skewness in RNA production kinetics is subject to regulation by the kinetics of the steps in transcription initiation and, thus, evolvable.
机译:基因的连续RNA产生之间时间间隔分布中的不对称性在例如允许/阻止RNA以及因此使蛋白质数量超过基因网络决策的阈值方面起关键作用。在这里,我们使用随机的,多步骤的转录起始模型,并通过经验验证了所有速率常数,并探讨了其步骤的动力学如何影响RNA生产中的时间不对称性(通过连续之间间隔的偏度来衡量)单个细胞中的RNA产生。首先,从模型中我们发现,这种偏斜度与RNA聚合酶在开放复合物形成之前的步骤中所花费的平均时间分数差异很大,而与平均转录速率无关。接下来,我们使用qPCR以及多个启动子转录动力学的实时,延时,单分子RNA显微镜测量对这些结果进行经验验证。我们得出结论,RNA生产动力学中的偏度受转录起始步骤动力学的调节,因此是可进化的。

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