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用蒙特卡罗方法对蛋白质中相互作用残基进行质子化:应用于溶菌酶和球形红杆菌的光合反应中心。

Protonation of interacting residues in a protein by a Monte Carlo method: application to lysozyme and the photosynthetic reaction center of Rhodobacter sphaeroides.

作者信息

Beroza P, Fredkin D R, Okamura M Y, Feher G

机构信息

Department of Physics, University of California, San Diego, La Jolla 92093-0319.

出版信息

Proc Natl Acad Sci U S A. 1991 Jul 1;88(13):5804-8. doi: 10.1073/pnas.88.13.5804.

Abstract

We used Monte Carlo methods to treat statistical problem of electrostatic interactions among many titrating amino acids and applied these methods to lysozyme and the photosynthetic reaction center of Rhodobacter sphaeroides, including all titrating sites. We computed the average protonation of residues as a function of pH from an equilibrium distribution of states generated by random sampling. Electrostatic energies were calculated from a finite difference solution to the linearized Poisson-Boltzmann equation using the coordinates from solved protein structures. For most calculations we used the Metropolis algorithm to sample protonation states; for strongly coupled sites, we substantially reduced sampling errors by using a modified algorithm that allows multiple site transitions. The Monte Carlo method agreed with calculations for a small test system, lysozyme, for which the complete partition function was calculated. We also calculated the pH dependence of the free energy change associated with electron transfer from the primary to the secondary quinone in the photosynthetic reaction center. The shape of the resulting curve agreed fairly well with experiment, but the proton uptake from which the free energy was calculated agreed only to within a factor of two with the observed values. We believe that this discrepancy resulted from errors in the individual electrostatic energy calculations rather than from errors in the Monte Carlo sampling.

摘要

我们使用蒙特卡罗方法来处理众多可滴定氨基酸之间静电相互作用的统计问题,并将这些方法应用于溶菌酶和球形红细菌的光合反应中心,包括所有可滴定位点。我们根据随机抽样生成的状态平衡分布,计算了残基的平均质子化程度随pH的变化。利用已解析蛋白质结构的坐标,通过对线性化泊松-玻尔兹曼方程的有限差分求解来计算静电能。对于大多数计算,我们使用 metropolis 算法对质子化状态进行抽样;对于强耦合位点,我们使用一种允许多位点跃迁的改进算法,大幅降低了抽样误差。蒙特卡罗方法与一个小型测试系统(溶菌酶)的计算结果一致,该系统的完整配分函数已被计算出来。我们还计算了光合反应中心中与从初级醌到次级醌的电子转移相关的自由能变化的pH依赖性。所得曲线的形状与实验结果相当吻合,但用于计算自由能的质子摄取量与观测值仅在两倍的范围内相符。我们认为这种差异是由各个静电能计算中的误差导致的,而非蒙特卡罗抽样中的误差。

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