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本文引用的文献

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Continuous Constant pH Molecular Dynamics in Explicit Solvent with pH-Based Replica Exchange.基于pH值复本交换的显式溶剂中的连续恒pH分子动力学
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All-atom empirical potential for molecular modeling and dynamics studies of proteins.蛋白质分子建模和动力学研究的全原子经验势。
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Constant pH Molecular Dynamics in Explicit Solvent with λ-Dynamics.在显式溶剂中结合λ动力学的恒pH分子动力学
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Predicting pKa values with continuous constant pH molecular dynamics.利用连续恒定pH值分子动力学预测pKa值
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Conformational relaxation and water penetration coupled to ionization of internal groups in proteins.蛋白质内部基团的离子化伴随构象弛豫和水分子的渗透。
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Constant pH replica exchange molecular dynamics in biomolecules using a discrete protonation model.使用离散质子化模型的生物分子恒pH复制交换分子动力学
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Replica-exchange method in van der Waals radius space: overcoming steric restrictions for biomolecules.范德华半径空间中的 replica-exchange 方法:克服生物分子的空间位阻。
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Conformational consequences of ionization of Lys, Asp, and Glu buried at position 66 in staphylococcal nuclease.位于枯草溶菌素 66 位的赖氨酸、天冬氨酸和谷氨酸的离子化对构象的影响。
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Coupling Constant pH Molecular Dynamics with Accelerated Molecular Dynamics.将恒定pH分子动力学与加速分子动力学相结合。
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Adaptations of proteins to cellular and subcellular pH.蛋白质对细胞及亚细胞pH值的适应性。
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基于离散质子化态的 pH replica-exchange 方法。

pH replica-exchange method based on discrete protonation states.

机构信息

Research Center for Computational Science, Institute for Molecular Science, Okazaki, Aichi, Japan.

出版信息

Proteins. 2011 Dec;79(12):3420-36. doi: 10.1002/prot.23176. Epub 2011 Oct 15.

DOI:10.1002/prot.23176
PMID:22002801
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3373023/
Abstract

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.

摘要

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。