Biomolecular Force Field Parameterization via Atoms-in-Molecule Electron Density Partitioning

被引:111
作者
Cole, Daniel J. [1 ,2 ]
Vilseck, Jonah Z. [1 ]
Tirado-Rives, Julian [1 ]
Payne, Mike C. [2 ]
Jorgensen, William L. [1 ]
机构
[1] Yale Univ, Dept Chem, 225 Prospect St, New Haven, CT 06520 USA
[2] Cavendish Lab, TCM Grp, 19 JJ Thomson Ave, Cambridge CB3 OHE, England
基金
英国工程与自然科学研究理事会; 美国国家卫生研究院;
关键词
MONTE-CARLO SIMULATIONS; SOLVATION FREE-ENERGIES; LIGAND-BINDING; TORSIONAL ENERGETICS; NONPOLAR CAVITY; T4; LYSOZYME; CM5; CHARGES; MODEL; WATER; GENERATION;
D O I
10.1021/acs.jctc.6b00027
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Molecular mechanics force fields, which are commonly used in biomolecular modeling and computer-aided drug design, typically treat nonbonded interactions using a limited library of empirical parameters that are developed for small molecules. This approach does not account for polarization in larger molecules or proteins, and the parametrization process is labor-intensive. Using linear-scaling density functional theory and atoms-in-molecule electron density partitioning, environment-specific charges and Lennard-Jones parameters are derived directly from quantum mechanical calculations for use in biomolecular modeling of organic and biomolecular systems. The proposed methods significantly reduce the number of empirical parameters needed to construct molecular mechanics force fields, naturally include polarization effects in charge and Lennard-Jones parameters, and scale well to systems comprised of thousands of atoms, including proteins. The feasibility and benefits of this approach are demonstrated by computing free energies of hydration, properties of pure liquids, and the relative binding free energies of indole and benzofuran to the L99A mutant of T4 lysozyme.
引用
收藏
页码:2312 / 2323
页数:12
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