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多粒子反应噪声特性

Multiparticle reaction noise characteristics.

作者信息

Konkoli Zoran

机构信息

Bionano Systems Laboratory, Department of Microtechnology and Nanoscience - MC2, Chalmers University of Technology, Sweden.

出版信息

J Theor Biol. 2011 Feb 21;271(1):78-86. doi: 10.1016/j.jtbi.2010.11.029. Epub 2010 Dec 1.

Abstract

A simple multiparticle reaction model was studied where reactants A react with (a possibly large) stoichiometric coefficient k. Each reaction forms a product molecule P, and every product molecule can be split into k A particles through the back reaction. To study the fluctuations in particle numbers a novel approach has been developed; to be referred to as the Pair approach based Reaction Noise EStimator (PARNES) method. The PARNES method is based on the full Kirkwood superposition approximation implemented at the pair level. Kirkwood's method has been adapted to study stochastic properties of an arbitrary reaction network in a perfectly mixed reaction volume. PARNES works well for large particle numbers. It provides qualitative description when particle numbers are low. The PARNES method can easily augment mean field calculations. Extension of the method beyond the pair approach level is straightforward. Both stationary and non-stationary properties of the model were investigated, and the findings of this work point to two possible scenarios of intracellular noise control. When k is increased, the fluctuations in the number of product molecules become smaller (sub-Poissonian) in a stationary state, and relaxation to a stationary state becomes faster.

摘要

研究了一个简单的多粒子反应模型,其中反应物A以(可能很大的)化学计量系数k进行反应。每次反应生成一个产物分子P,并且每个产物分子可以通过逆反应分解为k个A粒子。为了研究粒子数的涨落,开发了一种新方法;称为基于对方法的反应噪声估计器(PARNES)方法。PARNES方法基于在对水平上实现的完整柯克伍德叠加近似。柯克伍德方法已被改编用于研究在完全混合反应体积中任意反应网络的随机性质。PARNES对于大粒子数效果良好。当粒子数较低时,它提供定性描述。PARNES方法可以很容易地增强平均场计算。将该方法扩展到对方法水平之外很简单。研究了模型的稳态和非稳态性质,这项工作的结果指出了细胞内噪声控制的两种可能情况。当k增加时,在稳态下产物分子数的涨落变得更小(亚泊松分布),并且向稳态的弛豫变得更快。

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