Heating and flooding: A unified approach for rapid generation of free energy surfaces

被引:76
作者
Chen, Ming [1 ,2 ]
Cuendet, Michel A. [1 ,2 ]
Tuckerman, Mark E. [1 ,2 ]
机构
[1] NYU, Dept Chem, New York, NY 10003 USA
[2] Univ Calif Los Angeles, Inst Pure & Appl Math, Los Angeles, CA 90095 USA
基金
瑞士国家科学基金会; 美国国家科学基金会;
关键词
NONLINEAR DIMENSIONALITY REDUCTION; MOLECULAR-DYNAMICS METHOD; SOLVENT VISCOSITY; RARE EVENTS; FORCE-FIELD; SIMULATION; LANDSCAPES; PROTEIN; PEPTIDES; METADYNAMICS;
D O I
10.1063/1.4733389
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
We propose a general framework for the efficient sampling of conformational equilibria in complex systems and the generation of associated free energy hypersurfaces in terms of a set of collective variables. The method is a strategic synthesis of the adiabatic free energy dynamics approach, previously introduced by us and others, and existing schemes using Gaussian-based adaptive bias potentials to disfavor previously visited regions. In addition, we suggest sampling the thermodynamic force instead of the probability density to reconstruct the free energy hypersurface. All these elements are combined into a robust extended phase-space formalism that can be easily incorporated into existing molecular dynamics packages. The unified scheme is shown to outperform both meta-dynamics and adiabatic free energy dynamics in generating two-dimensional free energy surfaces for several example cases including the alanine dipeptide in the gas and aqueous phases and the met-enkephalin oligopeptide. In addition, the method can efficiently generate higher dimensional free energy landscapes, which we demonstrate by calculating a four-dimensional surface in the Ramachandran angles of the gas-phase alanine tripeptide. (C) 2012 American Institute of Physics. [http://dx.doi.org/10.1063/1.4733389]
引用
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页数:11
相关论文
共 53 条
[1]   Large-scale conformational sampling of proteins using temperature-accelerated molecular dynamics [J].
Abrams, Cameron F. ;
Vanden-Eijnden, Eric .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (11) :4961-4966
[2]   Efficient and Direct Generation of Multidimensional Free Energy Surfaces via Adiabatic Dynamics without Coordinate Transformations [J].
Abrams, Jerry B. ;
Tuckerman, Mark E. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2008, 112 (49) :15742-15757
[4]   Adaptively biased molecular dynamics for free energy calculations [J].
Babin, Volodymyr ;
Roland, Christopher ;
Sagui, Celeste .
JOURNAL OF CHEMICAL PHYSICS, 2008, 128 (13)
[5]   ADAPTIVE MESH REFINEMENT FOR HYPERBOLIC PARTIAL-DIFFERENTIAL EQUATIONS [J].
BERGER, MJ ;
OLIGER, J .
JOURNAL OF COMPUTATIONAL PHYSICS, 1984, 53 (03) :484-512
[6]   Implementation of the CHARMM Force Field in GROMACS: Analysis of Protein Stability Effects from Correction Maps, Virtual Interaction Sites, and Water Models [J].
Bjelkmar, Par ;
Larsson, Per ;
Cuendet, Michel A. ;
Hess, Berk ;
Lindahl, Erik .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2010, 6 (02) :459-466
[7]   Enhanced Sampling in the Well-Tempered Ensemble [J].
Bonomi, M. ;
Parrinello, M. .
PHYSICAL REVIEW LETTERS, 2010, 104 (19)
[8]   PLUMED: A portable plugin for free-energy calculations with molecular dynamics [J].
Bonomi, Massimiliano ;
Branduardi, Davide ;
Bussi, Giovanni ;
Camilloni, Carlo ;
Provasi, Davide ;
Raiteri, Paolo ;
Donadio, Davide ;
Marinelli, Fabrizio ;
Pietrucci, Fabio ;
Broglia, Ricardo A. ;
Parrinello, Michele .
COMPUTER PHYSICS COMMUNICATIONS, 2009, 180 (10) :1961-1972
[9]   Equilibrium free energies from nonequilibrium metadynamics [J].
Bussi, G ;
Laio, A ;
Parrinello, M .
PHYSICAL REVIEW LETTERS, 2006, 96 (09)
[10]   CONSTRAINED REACTION COORDINATE DYNAMICS FOR THE SIMULATION OF RARE EVENTS [J].
CARTER, EA ;
CICCOTTI, G ;
HYNES, JT ;
KAPRAL, R .
CHEMICAL PHYSICS LETTERS, 1989, 156 (05) :472-477