Literature DB >> 24504703

Predicting hydration free energies with a hybrid QM/MM approach: an evaluation of implicit and explicit solvation models in SAMPL4.

Gerhard König1, Frank C Pickard, Ye Mei, Bernard R Brooks.   

Abstract

The correct representation of solute-water interactions is essential for the accurate simulation of most biological phenomena. Several highly accurate quantum methods are available to deal with solvation by using both implicit and explicit solvents. So far, however, most evaluations of those methods were based on a single conformation, which neglects solute entropy. Here, we present the first test of a novel approach to determine hydration free energies that uses molecular mechanics (MM) to sample phase space and quantum mechanics (QM) to evaluate the potential energies. Free energies are determined by using re-weighting with the Non-Boltzmann Bennett (NBB) method. In this context, the method is referred to as QM-NBB. Based on snapshots from MM sampling and accounting for their correct Boltzmann weight, it is possible to obtain hydration free energies that incorporate the effect of solute entropy. We evaluate the performance of several QM implicit solvent models, as well as explicit solvent QM/MM for the blind subset of the SAMPL4 hydration free energy challenge. While classical free energy simulations with molecular dynamics give root mean square deviations (RMSD) of 2.8 and 2.3 kcal/mol, the hybrid approach yields an improved RMSD of 1.6 kcal/mol. By selecting an appropriate functional and basis set, the RMSD can be reduced to 1 kcal/mol for calculations based on a single conformation. Results for a selected set of challenging molecules imply that this RMSD can be further reduced by using NBB to reweight MM trajectories with the SMD implicit solvent model.

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Year:  2014        PMID: 24504703      PMCID: PMC4199574          DOI: 10.1007/s10822-014-9708-4

Source DB:  PubMed          Journal:  J Comput Aided Mol Des        ISSN: 0920-654X            Impact factor:   3.686


  39 in total

1.  The SAMPL2 blind prediction challenge: introduction and overview.

Authors:  Matthew T Geballe; A Geoffrey Skillman; Anthony Nicholls; J Peter Guthrie; Peter J Taylor
Journal:  J Comput Aided Mol Des       Date:  2010-05-09       Impact factor: 3.686

2.  Prediction of SAMPL2 aqueous solvation free energies and tautomeric ratios using the SM8, SM8AD, and SMD solvation models.

Authors:  Raphael F Ribeiro; Aleksandr V Marenich; Christopher J Cramer; Donald G Truhlar
Journal:  J Comput Aided Mol Des       Date:  2010-04-01       Impact factor: 3.686

Review 3.  Advances in methods and algorithms in a modern quantum chemistry program package.

Authors:  Yihan Shao; Laszlo Fusti Molnar; Yousung Jung; Jörg Kussmann; Christian Ochsenfeld; Shawn T Brown; Andrew T B Gilbert; Lyudmila V Slipchenko; Sergey V Levchenko; Darragh P O'Neill; Robert A DiStasio; Rohini C Lochan; Tao Wang; Gregory J O Beran; Nicholas A Besley; John M Herbert; Ching Yeh Lin; Troy Van Voorhis; Siu Hung Chien; Alex Sodt; Ryan P Steele; Vitaly A Rassolov; Paul E Maslen; Prakashan P Korambath; Ross D Adamson; Brian Austin; Jon Baker; Edward F C Byrd; Holger Dachsel; Robert J Doerksen; Andreas Dreuw; Barry D Dunietz; Anthony D Dutoi; Thomas R Furlani; Steven R Gwaltney; Andreas Heyden; So Hirata; Chao-Ping Hsu; Gary Kedziora; Rustam Z Khalliulin; Phil Klunzinger; Aaron M Lee; Michael S Lee; Wanzhen Liang; Itay Lotan; Nikhil Nair; Baron Peters; Emil I Proynov; Piotr A Pieniazek; Young Min Rhee; Jim Ritchie; Edina Rosta; C David Sherrill; Andrew C Simmonett; Joseph E Subotnik; H Lee Woodcock; Weimin Zhang; Alexis T Bell; Arup K Chakraborty; Daniel M Chipman; Frerich J Keil; Arieh Warshel; Warren J Hehre; Henry F Schaefer; Jing Kong; Anna I Krylov; Peter M W Gill; Martin Head-Gordon
Journal:  Phys Chem Chem Phys       Date:  2006-06-12       Impact factor: 3.676

4.  Sampling enhancement for the quantum mechanical potential based molecular dynamics simulations: a general algorithm and its extension for free energy calculation on rugged energy surface.

Authors:  Hongzhi Li; Wei Yang
Journal:  J Chem Phys       Date:  2007-03-21       Impact factor: 3.488

5.  A blind challenge for computational solvation free energies: introduction and overview.

Authors:  J Peter Guthrie
Journal:  J Phys Chem B       Date:  2009-04-09       Impact factor: 2.991

6.  Free energies of binding from large-scale first-principles quantum mechanical calculations: application to ligand hydration energies.

Authors:  Stephen J Fox; Chris Pittock; Christofer S Tautermann; Thomas Fox; Clara Christ; N O J Malcolm; Jonathan W Essex; Chris-Kriton Skylaris
Journal:  J Phys Chem B       Date:  2013-08-05       Impact factor: 2.991

7.  Testing the semi-explicit assembly solvation model in the SAMPL3 community blind test.

Authors:  Charles W Kehoe; Christopher J Fennell; Ken A Dill
Journal:  J Comput Aided Mol Des       Date:  2011-12-29       Impact factor: 3.686

8.  Partial atomic charges and their impact on the free energy of solvation.

Authors:  Joakim P M Jämbeck; Francesca Mocci; Alexander P Lyubartsev; Aatto Laaksonen
Journal:  J Comput Chem       Date:  2012-09-20       Impact factor: 3.376

Review 9.  Blind prediction of solvation free energies from the SAMPL4 challenge.

Authors:  David L Mobley; Karisa L Wymer; Nathan M Lim; J Peter Guthrie
Journal:  J Comput Aided Mol Des       Date:  2014-03-11       Impact factor: 3.686

10.  Automation of the CHARMM General Force Field (CGenFF) II: assignment of bonded parameters and partial atomic charges.

Authors:  K Vanommeslaeghe; E Prabhu Raman; A D MacKerell
Journal:  J Chem Inf Model       Date:  2012-11-28       Impact factor: 4.956

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  26 in total

1.  Performance of the SMD and SM8 models for predicting solvation free energy of neutral solutes in methanol, dimethyl sulfoxide and acetonitrile.

Authors:  Caroline C Zanith; Josefredo R Pliego
Journal:  J Comput Aided Mol Des       Date:  2014-11-15       Impact factor: 3.686

2.  Comparison of Methods To Reweight from Classical Molecular Simulations to QM/MM Potentials.

Authors:  Eric C Dybeck; Gerhard König; Bernard R Brooks; Michael R Shirts
Journal:  J Chem Theory Comput       Date:  2016-03-23       Impact factor: 6.006

3.  Multiscale Methods in Drug Design Bridge Chemical and Biological Complexity in the Search for Cures.

Authors:  Rommie E Amaro; Adrian J Mulholland
Journal:  Nat Rev Chem       Date:  2018-04-11       Impact factor: 34.035

4.  Calculating distribution coefficients based on multi-scale free energy simulations: an evaluation of MM and QM/MM explicit solvent simulations of water-cyclohexane transfer in the SAMPL5 challenge.

Authors:  Gerhard König; Frank C Pickard; Jing Huang; Andrew C Simmonett; Florentina Tofoleanu; Juyong Lee; Pavlo O Dral; Samarjeet Prasad; Michael Jones; Yihan Shao; Walter Thiel; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-08-30       Impact factor: 3.686

5.  Blind prediction of distribution in the SAMPL5 challenge with QM based protomer and pK a corrections.

Authors:  Frank C Pickard; Gerhard König; Florentina Tofoleanu; Juyong Lee; Andrew C Simmonett; Yihan Shao; Jay W Ponder; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-09-19       Impact factor: 3.686

6.  An explicit-solvent hybrid QM and MM approach for predicting pKa of small molecules in SAMPL6 challenge.

Authors:  Samarjeet Prasad; Jing Huang; Qiao Zeng; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2018-10-01       Impact factor: 3.686

7.  Absolute binding free energies for octa-acids and guests in SAMPL5 : Evaluating binding free energies for octa-acid and guest complexes in the SAMPL5 blind challenge.

Authors:  Florentina Tofoleanu; Juyong Lee; Frank C Pickard Iv; Gerhard König; Jing Huang; Minkyung Baek; Chaok Seok; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-09-30       Impact factor: 3.686

8.  An efficient protocol for obtaining accurate hydration free energies using quantum chemistry and reweighting from molecular dynamics simulations.

Authors:  Frank C Pickard; Gerhard König; Andrew C Simmonett; Yihan Shao; Bernard R Brooks
Journal:  Bioorg Med Chem       Date:  2016-08-22       Impact factor: 3.641

9.  Toward polarizable AMOEBA thermodynamics at fixed charge efficiency using a dual force field approach: application to organic crystals.

Authors:  Ian J Nessler; Jacob M Litman; Michael J Schnieders
Journal:  Phys Chem Chem Phys       Date:  2016-11-09       Impact factor: 3.676

10.  Computation of Hydration Free Energies Using the Multiple Environment Single System Quantum Mechanical/Molecular Mechanical Method.

Authors:  Gerhard König; Ye Mei; Frank C Pickard; Andrew C Simmonett; Benjamin T Miller; John M Herbert; H Lee Woodcock; Bernard R Brooks; Yihan Shao
Journal:  J Chem Theory Comput       Date:  2015-12-11       Impact factor: 6.006

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