The rate of thermodynamic cost against adiabatic and nonadiabatic fluctuations of a single gene circuit in Drosophila embryos.

Kun Zhang, A. F. Ramos, Erkang Wang, Jin Wang
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Abstract

We study the stochastic dynamics of the externally regulating gene circuit as an example of an eve-skipped gene stripe in the development of Drosophila. Three gene regulation regimes are considered: an adiabatic phase when the switching rate of the gene from the OFF to ON state is faster than the rate of mRNA degradation; a nonadiabatic phase when the switching rate from the OFF to ON state is slower than that of the mRNA degradation; and a bursting phase when the gene switching is fast and transcription is very fast, while the ON state probability is very low. We found that the rate of thermodynamic cost quantified by the entropy production rate can suppress the fluctuations of the gene circuit. A higher (lower) rate of thermodynamic cost leads to reduced (increased) fluctuations in the number of gene products in the adiabatic (nonadiabatic) regime. We also found that higher thermodynamic cost is often required to sustain the emergence of more gene states and, therefore, more heterogeneity coming from genetic mutations or epigenetics. We also study the stability of the gene state using the mean first passage time from one state to another. We found the monotonic decrease in time, i.e., in the stability of the state, in the transition from the nonadiabatic to adiabatic regimes. Therefore, as the higher rate of thermodynamic cost suppresses the fluctuations, higher stability requires higher thermodynamics cost to maintain.
果蝇胚胎中单基因回路对绝热和非绝热波动的热力学成本率。
我们研究了外部调控基因回路的随机动力学,以果蝇发育中的均匀跳过基因条带为例。考虑了三种基因调控机制:绝热阶段,基因从OFF到ON状态的开关速率快于mRNA的降解速率;非绝热阶段,即从OFF到ON的开关速率低于mRNA的降解速率;当基因开关速度快,转录速度快,而开启状态的概率很低时,存在一个爆发期。我们发现用熵产率量化的热力学成本率可以抑制基因电路的波动。较高(较低)的热力学成本率导致绝热(非绝热)状态下基因产物数量波动减少(增加)。我们还发现,更高的热力学成本通常需要维持更多基因状态的出现,因此,来自基因突变或表观遗传学的更多异质性。我们还使用从一种状态到另一种状态的平均首次传递时间来研究基因状态的稳定性。我们发现,在从非绝热状态到绝热状态的转变过程中,状态的稳定性随时间的变化呈单调递减。因此,由于较高的热力学成本率抑制了波动,更高的稳定性需要更高的热力学成本来维持。
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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