Goutsias John
The Whitaker Biomedical Engineering Institute, Johns Hopkins University, Baltimore, Maryland 21218, USA.
J Chem Phys. 2005 May 8;122(18):184102. doi: 10.1063/1.1889434.
We address the problem of eliminating fast reaction kinetics in stochastic biochemical systems by employing a quasiequilibrium approximation. We build on two previous methodologies developed by [Haseltine and Rawlings, J. Chem. Phys. 117, 6959 (2002)] and by [Rao and Arkin, J. Chem. Phys. 118, 4999 (2003)]. By following Haseltine and Rawlings, we use the numbers of occurrences of the underlying reactions to characterize the state of a biochemical system. We consider systems that can be effectively partitioned into two distinct subsystems, one that comprises "slow" reactions and one that comprises "fast" reactions. We show that when the probabilities of occurrence of the slow reactions depend at most linearly on the states of the fast reactions, we can effectively eliminate the fast reactions by modifying the probabilities of occurrence of the slow reactions. This modification requires computation of the mean states of the fast reactions, conditioned on the states of the slow reactions. By assuming that within consecutive occurrences of slow reactions, the fast reactions rapidly reach equilibrium, we show that the conditional state means of the fast reactions satisfy a system of at most quadratic equations, subject to linear inequality constraints. We present three examples which allow analytical calculations that clearly illustrate the mathematical steps underlying the proposed approximation and demonstrate the accuracy and effectiveness of our method.
我们通过采用准平衡近似来解决消除随机生化系统中快速反应动力学的问题。我们基于[哈塞尔廷和罗林斯,《化学物理杂志》117, 6959 (2002)]以及[拉奥和阿金,《化学物理杂志》118, 4999 (2003)]之前开发的两种方法。遵循哈塞尔廷和罗林斯的方法,我们使用基础反应的发生次数来表征生化系统的状态。我们考虑可以有效划分为两个不同子系统的系统,一个子系统包含“慢”反应,另一个子系统包含“快”反应。我们表明,当慢反应的发生概率至多线性依赖于快反应的状态时,我们可以通过修改慢反应的发生概率来有效消除快反应。这种修改需要计算以慢反应状态为条件的快反应的平均状态。通过假设在慢反应的连续发生过程中,快反应迅速达到平衡,我们表明快反应的条件状态均值满足一个至多为二次方程的系统,并受线性不等式约束。我们给出三个示例,通过解析计算清楚地说明了所提出近似背后的数学步骤,并证明了我们方法的准确性和有效性。