Small Molecule Solvation Free Energy: Enhanced Conformational Sampling Using Expanded Ensemble Molecular Dynamics Simulation.

We present an efficient expanded ensemble molecular dynamics method to calculate the solvation free energy (or residual chemical potential) of small molecules with complex topologies. The methodology is validated by computing the solvation free energy of ibuprofen in water, methanol, and ethanol at 300 K and 1 bar and comparing to reference simulation results using Bennett's acceptance ratio method. Difficulties with ibuprofen using conventional molecular dynamics methods stem from an inadequate sampling of the carboxylic acid functional group, which, for the present study, is subject to free energy barriers of rotation of 14-20 kBT. While several advances have been made to overcome such weaknesses, we demonstrate how this shortcoming is easily overcome by using an expanded ensemble methodology to facilitate conformational sampling. Not only does the method enhance conformational sampling but it also boosts the rate of exploration of the configurational phase space and requires only a single simulation to calculate the solvation free energy. Agreement between the expanded ensemble and the reference calculations is good for all three solvents, with the reported uncertainties of the expanded ensemble being comparable to the uncertainties of the reference calculations, while requiring less simulation time; the reduced simulation time demonstrates the improved performance gained from the expanded ensemble method.

[1]  Gerrit Groenhof,et al.  GROMACS: Fast, flexible, and free , 2005, J. Comput. Chem..

[2]  Nigel B. Wilding,et al.  Accurate measurements of the chemical potential of polymeric systems by Monte Carlo simulation , 1994 .

[3]  K. Dill,et al.  On the use of orientational restraints and symmetry corrections in alchemical free energy calculations. , 2006, The Journal of chemical physics.

[4]  B. Berne,et al.  Novel methods of sampling phase space in the simulation of biological systems. , 1997, Current opinion in structural biology.

[5]  Andrew S. Paluch,et al.  A method for computing the solubility limit of solids: application to sodium chloride in water and alcohols. , 2010, The Journal of chemical physics.

[6]  Athanassios Z Panagiotopoulos,et al.  Generalization of the Wang-Landau method for off-lattice simulations. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  G. Voth,et al.  Flexible simple point-charge water model with improved liquid-state properties. , 2006, The Journal of chemical physics.

[8]  Di Wu,et al.  Phase-space overlap measures. I. Fail-safe bias detection in free energies calculated by molecular simulation. , 2005, The Journal of chemical physics.

[9]  Mark E Tuckerman,et al.  Enhanced conformational sampling of peptides via reduced side-chain and solvent masses. , 2010, The journal of physical chemistry. B.

[10]  P. Kollman,et al.  How well does a restrained electrostatic potential (RESP) model perform in calculating conformational energies of organic and biological molecules? , 2000 .

[11]  Alexander P. Lyubartsev,et al.  M.DynaMix – a scalable portable parallel MD simulation package for arbitrary molecular mixtures , 2000 .

[12]  C. Anfinsen Principles that govern the folding of protein chains. , 1973, Science.

[13]  Molecular Simulation of Phase Equilibria for Water−n-Butane and Water−n-Hexane Mixtures , 2000 .

[14]  Anders Wallqvist,et al.  Computing Relative Free Energies of Solvation using Single Reference Thermodynamic Integration Augmented with Hamiltonian Replica Exchange. , 2010, Journal of chemical theory and computation.

[15]  Andrew L. Ferguson,et al.  Solubility and molecular conformations of n-alkane chains in water. , 2009, The journal of physical chemistry. B.

[16]  Thomas Simonson,et al.  Conformational substrates and uncertainty in macromolecular free energy calculations , 1993 .

[17]  Junmei Wang,et al.  Development and testing of a general amber force field , 2004, J. Comput. Chem..

[18]  W. L. Jorgensen,et al.  Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids , 1996 .

[19]  M. Abraham,et al.  Solubility of crystalline nonelectrolyte solutes in organic solvents: Mathematical correlation of ibuprofen solubilities with the Abraham solvation parameter model , 2005 .

[20]  James Andrew McCammon,et al.  Ligand-receptor interactions , 1984, Comput. Chem..

[21]  A. Mark,et al.  Avoiding singularities and numerical instabilities in free energy calculations based on molecular simulations , 1994 .

[22]  Berk Hess,et al.  Improving efficiency of large time‐scale molecular dynamics simulations of hydrogen‐rich systems , 1999, Journal of computational chemistry.

[23]  David L Mobley,et al.  Small molecule hydration free energies in explicit solvent: An extensive test of fixed-charge atomistic simulations. , 2009, Journal of chemical theory and computation.

[24]  David L Mobley,et al.  Predictions of hydration free energies from all-atom molecular dynamics simulations. , 2009, The journal of physical chemistry. B.

[25]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[26]  David A. Kofke,et al.  Appropriate methods to combine forward and reverse free-energy perturbation averages , 2003 .

[27]  Michael R. Shirts,et al.  Extremely precise free energy calculations of amino acid side chain analogs: Comparison of common molecular mechanics force fields for proteins , 2003 .

[28]  Mark E. Tuckerman,et al.  Explicit reversible integrators for extended systems dynamics , 1996 .

[29]  Ioannis G. Economou,et al.  Molecular simulation of absolute hydration Gibbs energies of polar compounds , 2010 .

[30]  J. Ilja Siepmann,et al.  Monte Carlo Calculations for Alcohols and Their Mixtures with Alkanes. Transferable Potentials for Phase Equilibria. 5. United-Atom Description of Primary, Secondary, and Tertiary Alcohols , 2001 .

[31]  F. Escobedo,et al.  On the use of Bennett's acceptance ratio method in multi-canonical-type simulations. , 2004, The Journal of chemical physics.

[32]  Mark E. Tuckerman,et al.  Reversible multiple time scale molecular dynamics , 1992 .

[33]  Stefan Boresch,et al.  Alchemical free energy calculations and multiple conformational substates. , 2005, The Journal of chemical physics.

[34]  David L. Mobley,et al.  Predicting hydration free energies using all-atom molecular dynamics simulations and multiple starting conformations , 2010, J. Comput. Aided Mol. Des..

[35]  Thirumalai,et al.  Ergodic behavior in supercooled liquids and in glasses. , 1989, Physical review. A, General physics.

[36]  Philippe H. Hünenberger,et al.  Using the local elevation method to construct optimized umbrella sampling potentials: Calculation of the relative free energies and interconversion barriers of glucopyranose ring conformers in water , 2010, J. Comput. Chem..

[37]  B. Hess,et al.  Hydration thermodynamic properties of amino acid analogues: a systematic comparison of biomolecular force fields and water models. , 2006, The journal of physical chemistry. B.

[38]  Anthony Nicholls,et al.  The SAMPL2 blind prediction challenge: introduction and overview , 2010, J. Comput. Aided Mol. Des..

[39]  T. Straatsma,et al.  THE MISSING TERM IN EFFECTIVE PAIR POTENTIALS , 1987 .

[40]  Charles H. Bennett,et al.  Mass tensor molecular dynamics , 1975 .

[41]  Michael W Deem,et al.  Parallel tempering: theory, applications, and new perspectives. , 2005, Physical chemistry chemical physics : PCCP.

[42]  M. Gilson,et al.  Calculation of protein-ligand binding affinities. , 2007, Annual review of biophysics and biomolecular structure.

[43]  Bruce J. Berne,et al.  Method for accelerating chain folding and mixing , 1993 .

[44]  J. Ilja Siepmann,et al.  Transferable Potentials for Phase Equilibria. 1. United-Atom Description of n-Alkanes , 1998 .

[45]  Alexander D. MacKerell,et al.  All-atom empirical potential for molecular modeling and dynamics studies of proteins. , 1998, The journal of physical chemistry. B.

[46]  M. Tuckerman,et al.  On the use of the adiabatic molecular dynamics technique in the calculation of free energy profiles , 2002 .

[47]  Michael R. Shirts,et al.  Equilibrium free energies from nonequilibrium measurements using maximum-likelihood methods. , 2003, Physical review letters.

[48]  M. Klein,et al.  Constant pressure molecular dynamics algorithms , 1994 .

[49]  A. Lyubartsev,et al.  New approach to Monte Carlo calculation of the free energy: Method of expanded ensembles , 1992 .

[50]  Andrew S. Paluch,et al.  Efficient Solvation Free Energy Calculations of Amino Acid Analogs by Expanded Ensemble Molecular Simulation. , 2011, Journal of chemical theory and computation.

[51]  Michael R. Shirts,et al.  Statistically optimal analysis of samples from multiple equilibrium states. , 2008, The Journal of chemical physics.

[52]  Zhongwei Zhu,et al.  Using novel variable transformations to enhance conformational sampling in molecular dynamics. , 2002, Physical review letters.

[53]  Wei Yang,et al.  Simulated scaling method for localized enhanced sampling and simultaneous "alchemical" free energy simulations: a general method for molecular mechanical, quantum mechanical, and quantum mechanical/molecular mechanical simulations. , 2007, The Journal of chemical physics.

[54]  P. Kollman,et al.  Automatic atom type and bond type perception in molecular mechanical calculations. , 2006, Journal of molecular graphics & modelling.

[55]  David L Mobley,et al.  Alchemical free energy methods for drug discovery: progress and challenges. , 2011, Current opinion in structural biology.

[56]  G. Torrie,et al.  Nonphysical sampling distributions in Monte Carlo free-energy estimation: Umbrella sampling , 1977 .

[57]  William L. Jorgensen,et al.  Relative partition coefficients for organic solutes from fluid simulations , 1990 .

[58]  D. Landau,et al.  Efficient, multiple-range random walk algorithm to calculate the density of states. , 2000, Physical review letters.

[59]  David L Mobley,et al.  Nonlinear scaling schemes for Lennard-Jones interactions in free energy calculations. , 2007, The Journal of chemical physics.

[60]  P. Kollman,et al.  A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules , 1995 .

[61]  K. Dill,et al.  The protein folding problem. , 1993, Annual review of biophysics.

[62]  Michael R. Shirts,et al.  Solvation free energies of amino acid side chain analogs for common molecular mechanics water models. , 2005, The Journal of chemical physics.

[63]  H. C. Andersen Molecular dynamics simulations at constant pressure and/or temperature , 1980 .

[64]  Density-of-states Monte Carlo method for simulation of fluids , 2002, cond-mat/0201470.

[65]  Jaeeon Chang,et al.  The calculation of chemical potential of organic solutes in dense liquid phases by using expanded ensemble Monte Carlo simulations. , 2009, The Journal of chemical physics.

[66]  Charles H. Bennett,et al.  Efficient estimation of free energy differences from Monte Carlo data , 1976 .

[67]  Alexander P. Lyubartsev,et al.  Free energy calculations for Lennard-Jones systems and water using the expanded ensemble method A Monte Carlo and molecular dynamics simulation study , 1994 .

[68]  Di Wu,et al.  Phase-space overlap measures. II. Design and implementation of staging methods for free-energy calculations. , 2005, The Journal of chemical physics.

[69]  Andrew S. Paluch,et al.  Predicting the Solubility of the Sparingly Soluble Solids 1,2,4,5-Tetramethylbenzene, Phenanthrene, and Fluorene in Various Organic Solvents by Molecular Simulation , 2011 .

[70]  D. Ruelle,et al.  Ergodic theory of chaos and strange attractors , 1985 .

[71]  Sven P. Jacobsson,et al.  Solubility of Organic Compounds in Water/Octanol Systems. A Expanded Ensemble Molecular Dynamics Simulation Study of log P Parameters , 2001 .