Research Center for Computational Science, Institute for Molecular Science, Okazaki, Aichi, Japan.
Proteins. 2011 Dec;79(12):3420-36. doi: 10.1002/prot.23176. Epub 2011 Oct 15.
We propose a new algorithm for obtaining proton titration curves of ionizable residues. The algorithm is a pH replica-exchange method (PHREM), which is based on the constant pH algorithm of Mongan et al. (J Comput Chem 2004;25:2038-2048). In the original replica-exchange method, simulations of different replicas are performed at different temperatures, and the temperatures are exchanged between the replicas. In our PHREM, simulations of different replicas are performed at different pH values, and the pHs are exchanged between the replicas. The PHREM was applied to a blocked amino acid and to two protein systems (snake cardiotoxin and turkey ovomucoid third domain), in conjunction with a generalized Born implicit solvent. The performance and accuracy of this algorithm and the original constant pH method (PHMD) were compared. For a single set of simulations at different pHs, the use of PHREM yields more accurate Hill coefficients of titratable residues. By performing multiple sets of constant pH simulations started with different initial states, the accuracy of predicted pK(a) values and Hill coefficients obtained with PHREM and PHMD methods becomes comparable. However, the PHREM algorithm exhibits better samplings of the protonation states of titratable residues and less scatter of the titration points and thus better precision of measured pK(a) values and Hill coefficients. In addition, PHREM exhibits faster convergence of individual simulations than the original constant pH algorithm.
我们提出了一种获得可离子化残基质子滴定曲线的新算法。该算法是一种 pH 复制交换方法(PHREM),它基于 Mongan 等人的恒 pH 算法(J Comput Chem 2004;25:2038-2048)。在原始的复制交换方法中,在不同温度下对不同副本进行模拟,并且在副本之间交换温度。在我们的 PHREM 中,在不同 pH 值下对不同副本进行模拟,并且在副本之间交换 pH 值。将 PHREM 与广义 Born 隐溶剂一起应用于受阻氨基酸和两种蛋白质系统(蛇心脏毒素和火鸡卵白蛋白第三结构域)。比较了该算法和原始恒 pH 方法(PHMD)的性能和准确性。对于不同 pH 值的单个模拟集,使用 PHREM 可获得更准确的可滴定残基的 Hill 系数。通过执行多组以不同初始状态开始的恒 pH 模拟,可以使使用 PHREM 和 PHMD 方法预测的 pK(a)值和 Hill 系数的准确性相媲美。然而,PHREM 算法对可滴定残基的质子化状态进行了更好的采样,并且滴定点的分散较小,因此可以更精确地测量 pK(a)值和 Hill 系数。此外,与原始的恒 pH 算法相比,PHREM 表现出更快的单个模拟的收敛速度。