Andrews Steven S, Bray Dennis
Department of Zoology, University of Cambridge, UK.
Phys Biol. 2004 Dec;1(3-4):137-51. doi: 10.1088/1478-3967/1/3/001.
Methods are presented for simulating chemical reaction networks with a spatial resolution that is accurate to nearly the size scale of individual molecules. Using an intuitive picture of chemical reaction systems, each molecule is treated as a point-like particle that diffuses freely in three-dimensional space. When a pair of reactive molecules collide, such as an enzyme and its substrate, a reaction occurs and the simulated reactants are replaced by products. Achieving accurate bimolecular reaction kinetics is surprisingly difficult, requiring a careful consideration of reaction processes that are often overlooked. This includes whether the rate of a reaction is at steady-state and the probability that multiple reaction products collide with each other to yield a back reaction. Inputs to the simulation are experimental reaction rates, diffusion coefficients and the simulation time step. From these are calculated the simulation parameters, including the 'binding radius' and the 'unbinding radius', where the former defines the separation for a molecular collision and the latter is the initial separation between a pair of reaction products. Analytic solutions are presented for some simulation parameters while others are calculated using look-up tables. Capabilities of these methods are demonstrated with simulations of a simple bimolecular reaction and the Lotka-Volterra system.
本文介绍了用于模拟化学反应网络的方法,其空间分辨率精确到接近单个分子的尺寸尺度。利用化学反应系统的直观图像,每个分子被视为在三维空间中自由扩散的点状粒子。当一对反应性分子碰撞时,例如酶与其底物,就会发生反应,模拟的反应物被产物取代。实现精确的双分子反应动力学出人意料地困难,需要仔细考虑那些经常被忽视的反应过程。这包括反应速率是否处于稳态以及多个反应产物相互碰撞产生逆反应的概率。模拟的输入是实验反应速率、扩散系数和模拟时间步长。由此计算出模拟参数,包括“结合半径”和“解离半径”,前者定义分子碰撞的间距,后者是一对反应产物之间的初始间距。给出了一些模拟参数的解析解,而其他参数则使用查找表计算。通过对一个简单双分子反应和Lotka-Volterra系统的模拟展示了这些方法的能力。