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Parameter asymmetry and time-scale separation in core genetic commitment circuits

机译:核心遗传承诺电路中的参数不对称和时标分离

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Theory allows studying why Evolution might select core genetic commitment circuit topologies over alternatives. The nonlinear dynamics of the underlying gene regulation together with the unescapable subtle interplay of intrinsic biochemical noise impact the range of possible evolutionary choices. The question of why certain genetic regulation circuits might present robustness to phenotype-delivery breaking over others, is therefore of high interest. Here, the behavior of systematically more complex commitment circuits is studied, in the presence of intrinsic noise, with a focus on two aspects relevant to biology: parameter asymmetry and time-scale separation. We show that phenotype delivery is broken in simple two- and three-gene circuits. In the two-gene circuit, we show how stochastic potential wells of different depths break commitment. In the three-gene circuit, we show that the onset of oscillations breaks the commitment phenotype in a systematic way. Finally, we also show that higher dimensional circuits (four-gene and five-gene circuits) may be intrinsically more robust.
机译:理论允许研究为什么进化论会选择核心遗传承诺电路拓扑而不是替代方案。潜在基因调控的非线性动力学以及固有生化噪声的不可避免的微妙相互作用,影响了可能的进化选择的范围。因此,为什么某些基因调控回路可能对打破其他表型传递表现出鲁棒性的问题,引起了人们的极大兴趣。在此,在存在固有噪声的情况下,研究了系统更复杂的承诺电路的行为,重点是与生物学有关的两个方面:参数不对称和时标分离。我们表明,在简单的两基因和三基因电路中,表型传递被打破。在双基因电路中,我们显示了不同深度的随机势阱如何破坏承诺。在三基因电路中,我们表明振荡的发生以系统的方式破坏了承诺表型。最后,我们还表明,高维电路(四基因和五基因电路)本质上可能更健壮。

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