Qian Hong, Saffarian Saveez, Elson Elliot L
Department of Applied Mathematics, University of Washington, Seattle, WA 98195, USA.
Proc Natl Acad Sci U S A. 2002 Aug 6;99(16):10376-81. doi: 10.1073/pnas.152007599. Epub 2002 Jul 17.
Under sustained pumping, kinetics of macroscopic nonlinear biochemical reaction systems far from equilibrium either can be in a stationary steady state or can execute sustained oscillations about a fixed mean. For a system of two dynamic species X and Y, the concentrations n(x) and n(y) will be constant or will repetitively trace a closed loop in the (n(x), n(y)) phase plane, respectively. We study a mesoscopic system with n(x) and n(y) very small; hence the occurrence of random fluctuations modifies the deterministic behavior and the law of mass action is replaced by a stochastic model. We show that n(x) and n(y) execute cyclic random walks in the (n(x), n(y)) plane whether or not the deterministic kinetics for the corresponding macroscopic system represents a steady or an oscillating state. Probability distributions and correlation functions for n(x)(t) and n(y)(t) show quantitative but not qualitative differences between states that would appear as either oscillating or steady in the corresponding macroscopic systems. A diffusion-like equation for probability P(n(x), n(y), t) is obtained for the two-dimensional Brownian motion in the (n(x), n(y)) phase plane. In the limit of large n(x), n(y), the deterministic nonlinear kinetics derived from mass action is recovered. The nature of large fluctuations in an oscillating nonequilibrium system and the conceptual difference between "thermal stochasticity" and "temporal complexity" are clarified by this analysis. This result is relevant to fluorescence correlation spectroscopy and metabolic reaction networks.
在持续泵浦作用下,远离平衡态的宏观非线性生化反应系统的动力学行为,要么处于稳定的稳态,要么围绕固定均值进行持续振荡。对于由两种动态物质X和Y组成的系统,其浓度n(x)和n(y)将分别保持恒定,或者在(n(x), n(y))相平面中重复地描绘出一个闭环。我们研究一个n(x)和n(y)非常小的介观系统;因此,随机涨落的出现改变了确定性行为,质量作用定律被一个随机模型所取代。我们表明,无论相应宏观系统的确定性动力学表现为稳态还是振荡态,n(x)和n(y)都会在(n(x), n(y))平面中执行循环随机游走。n(x)(t)和n(y)(t)的概率分布及相关函数表明,在相应宏观系统中表现为振荡或稳态的状态之间存在定量而非定性的差异。针对(n(x), n(y))相平面中的二维布朗运动,得到了概率P(n(x), n(y), t)的类似扩散方程。在n(x)、n(y)很大的极限情况下,可恢复由质量作用导出的确定性非线性动力学。通过该分析,阐明了振荡非平衡系统中大幅涨落的性质以及“热随机性”和“时间复杂性”之间的概念差异。这一结果与荧光相关光谱学和代谢反应网络相关。