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Zero-order ultrasensitivity: A study of criticality and fluctuations under the total quasi-steady state approximation in the linear noise regime

机译:零级超灵敏度:关键性和波动性的研究   在线性噪声状态下的总准稳态近似下

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摘要

Zero-order ultrasensitivity (ZOU) is a long known and interesting phenomenonin enzyme networks. Here, a substrate is reversibly modified by twoantagonistic enzymes (a "push-pull" system) and the fraction in modified stateundergoes a sharp switching from near-zero to near-unity at a critical value ofthe ratio of the enzyme concentrations, under saturation conditions. ZOU andits extensions have been studied for several decades now, ever since theseminal paper of Goldbeter and Koshland (1981); however, a completeprobabilistic treatment, important for the study of fluctuations in finitepopulations, is still lacking. In this paper, we study ZOU using a modularapproach, akin to the total quasi-steady state approximation (tQSSA). Thisapproach leads to a set of Fokker-Planck (drift-diffusion) equations for theprobability distributions of the intermediate enzyme-bound complexes, as wellas the modified/unmodified fractions of substrate molecules. We obtain explicitexpressions for various average fractions and their fluctuations in the linearnoise approximation (LNA). The emergence of a "critical point" for theswitching transition is rigorously established. New analytical results arederived for the average and variance of the fractional substrate concentrationin various chemical states in the near-critical regime. For the total fractionin the modified state, the variance is shown to be a maximum near the criticalpoint and decays algebraically away from it, similar to a second-order phasetransition. The new analytical results are compared with existing ones as wellas detailed numerical simulations using a Gillespie algorithm.
机译:零级超灵敏性(ZOU)是酶网络中众所周知的有趣现象。在此,底物被两种拮抗酶(“推挽”系统)可逆地修饰,并且在饱和条件下,处于修饰状态的部分在酶浓度比的临界值处经历了从零到近统一的急剧变化。 。自从Goldbeter和Koshland(1981)的这些论文发表以来,ZOU及其扩展已经研究了几十年。但是,仍然缺乏对有限人群的波动研究很重要的完整概率处理。在本文中,我们使用类似于总拟稳态近似(tQSSA)的模块化方法研究ZOU。该方法导致了一组Fokker-Planck(漂移扩散)方程,用于中间酶结合的复合物以及底物分子的修饰/未修饰部分的概率分布。我们获得了各种平均分数及其线性噪声近似(LNA)中的波动的显式表达式。严格建立了用于切换过渡的“临界点”的出现。推导了新的分析结果,以反映近临界状态下各种化学状态下底物浓度的平均值和方差。对于修改状态下的总分数,方差显示为临界点附近的最大值,并且在代数点附近逐渐变小,类似于二阶相变。使用Gillespie算法,将新的分析结果与现有分析结果以及详细的数值模拟进行比较。

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