Irreversibility in Bacterial Regulatory Networks

Yi Zhao, Thomas P. Wytock, Kimberly A. Reynolds, Adilson E. Motter
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Abstract

Irreversibility, in which a transient perturbation leaves a system in a new state, is an emergent property in systems of interacting entities. This property has well-established implications in statistical physics but remains underexplored in biological networks, especially for bacteria and other prokaryotes whose regulation of gene expression occurs predominantly at the transcriptional level. Focusing on the reconstructed regulatory network of \emph{Escherichia coli}, we examine network responses to transient single-gene perturbations. We predict irreversibility in numerous cases and find that the incidence of irreversibility increases with the proximity of the perturbed gene to positive circuits in the network. Comparison with experimental data suggests a connection between the predicted irreversibility to transient perturbations and the evolutionary response to permanent perturbations.
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细菌调控网络中的不可逆性
不可逆性是指瞬时扰动会使系统处于一种新的状态,它是相互作用实体系统中的一种新出现的特性。这一特性在统计物理学中具有公认的意义,但在生物网络中,尤其是细菌和其他基因表达调控主要发生在转录水平的原核生物中,仍然缺乏探索。我们以重建的大肠埃希氏菌(Escherichia coli)调控网络为重点,研究了网络对瞬时单基因扰动的反应。我们预测了许多情况下的不可逆性,并发现不可逆的发生率随着受扰动基因与网络中正向回路的接近程度而增加。与实验数据的比较表明,对瞬时扰动的预测不可逆性与对永久扰动的进化反应之间存在联系。
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