小rna转录后调控下蛋白质阈值穿越时间的精确分布。

IF 2.4 3区 物理与天体物理 Q1 Mathematics
Syed Yunus Ali, Ashok Prasad, Dibyendu Das
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引用次数: 0

摘要

内体中细胞裂解、细胞分裂或孔形成等细胞事件的发生时间是由相关蛋白质在数量或浓度上跨越阈值所花费的时间来调节的。由于蛋白质合成是随机的,阈值跨越时间是第一次通过问题。这些首次传代过程的确切分布最近已经获得了非调节和自调节基因。然而,许多蛋白质受转录后调控,由小的非编码rna (sRNAs)控制。某些具有转录后sRNA调控的基因表达数学模型最近被精确地映射到没有sRNA调控的模型上。利用这种映射和精确分布,我们计算了在sRNA调控下蛋白质阈值穿越时间波动(完全分布、所有累积量和特征时间)的精确结果。从这些精确的结果中,我们得出了两个有趣的预测。我们表明,阈值跨越时间的波动大小具有非单调的u形行为,作为sRNA-mRNA复合物结合和解结合速率的函数。因此,存在使噪声最小化的最佳参数。此外,与不受sRNA调控的模型相比,受sRNA调控的模型的波动可能更高或更低,这取决于平均蛋白爆发大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exact distributions of threshold crossing times of proteins under post-transcriptional regulation by small RNAs.

The timings of several cellular events like cell lysis, cell division, or pore formation in endosomes are regulated by the time taken for the relevant proteins to cross a threshold in number or concentration. Since protein synthesis is stochastic, the threshold crossing time is a first passage problem. The exact distributions of these first passage processes have been obtained recently for unregulated and autoregulated genes. Many proteins are however regulated by post-transcriptional regulation, controlled by small noncoding RNAs (sRNAs). Certain mathematical models of gene expression with post-transcriptional sRNA regulation have been recently exactly mapped to models without sRNA regulation. Utilizing this mapping and the exact distributions, we calculate exact results on fluctuations (full distribution, all cumulants, and characteristic times) of protein threshold crossing times in the presence of sRNA regulation. We derive two interesting predictions from these exact results. We show that the size of the fluctuation of the threshold crossing times have a nonmonotonic U-shaped behavior as a function of the rates of binding and unbinding of the sRNA-mRNA complex. Thus there are optimal parameters that minimize noise. Furthermore, the fluctuations in models with sRNA regulation may be higher or lower compared to the model without regulation, depending on the mean protein burst size.

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来源期刊
Physical review. E
Physical review. E 物理-物理:流体与等离子体
CiteScore
4.60
自引率
16.70%
发文量
0
审稿时长
3.3 months
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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