Effects of restrained degradation on gene expression and regulation

Yan-Ling Feng, Jingjun Sun, Yi-Fan Liu, Jianke Ren, Jian-Min Dong
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Abstract

The effects of carrying capacity of environment $K$ for degradation (the $K$ effect for short) on the constitutive gene expression and a simple genetic regulation system, are investigated by employing a stochastic Langevin equation combined with the corresponding Fokker-Planck equation for the two stochastic systems subjected to internal and external noises. This $K$ effect characterizes the limited degradation ability of the environment for RNA or proteins, such as insufficient catabolic enzymes. The $K$ effect could significantly change the distribution of mRNA copy-number in constitutive gene expression, and interestingly, it leads to the Fano factor slightly larger than 1 if only the internal noise exists. Therefore, that the recent experimental measurements suggests the Fano factor deviates from 1 slightly (Science {\bf 346} (2014) 1533), probably originates from the $K$ effect. The $K$ effects on the steady and transient properties of genetic regulation system, have been investigated in detail. It could enhance the mean first passage time significantly especially when the noises are weak and reduce the signal-to-noise ratio in stochastic resonance substantially.
抑制降解对基因表达和调控的影响
本文采用随机朗之万方程结合相应的Fokker-Planck方程,研究了环境K对降解的承载能力(简称K效应)对本构基因表达和一个简单遗传调控系统的影响。这种K效应表征了环境对RNA或蛋白质的降解能力有限,例如分解代谢酶不足。$K$效应可以显著改变组成基因表达中mRNA拷贝数的分布,有趣的是,如果只存在内部噪声,则会导致Fano因子略大于1。因此,最近的实验测量表明,Fano因子略微偏离1 (Science {\bf 346}(2014) 1533),可能源于$K$效应。详细研究了K对遗传调控系统稳态和瞬态特性的影响。特别是在噪声较弱的情况下,该方法能显著提高平均首次通过时间,显著降低随机共振的信噪比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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