University of Science and Technology of China, Hefei, Anhui 230026, People's Republic of China.
Escola de Artes, Ciencias e Humanidades, Universidade de Sao Paulo, Avenida Arlindo Bettio, 1000, Ermelino Matarazzo, Sao Paulo SP CEP, 03828-000, Brazil.
J Chem Phys. 2022 Jun 14;156(22):225101. doi: 10.1063/5.0091710.
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.
我们以果蝇发育过程中的外调节基因电路为例,研究了随机动力学。考虑了三种基因调控机制:当基因从关闭状态切换到开启状态的速率快于 mRNA 降解速率时为绝热阶段;当从关闭状态切换到开启状态的速率慢于 mRNA 降解速率时为非绝热阶段;当基因开关速度快且转录速度非常快,而开启状态概率非常低时为爆发阶段。我们发现,由熵产生速率量化的热力学成本率可以抑制基因电路的波动。在绝热(非绝热)状态下,较高(较低)的热力学成本率会导致基因产物数量的波动减少(增加)。我们还发现,维持更多的基因状态(通常来自基因突变或表观遗传学)所需的更高热力学成本通常会导致更多的异质性。我们还使用从一个状态到另一个状态的平均首次通过时间来研究基因状态的稳定性。我们发现,在从非绝热到绝热状态的转变过程中,时间呈单调递减,即状态的稳定性呈单调递减。因此,随着热力学成本率的提高可以抑制波动,更高的稳定性需要更高的热力学成本来维持。