Literature DB >> 20150953

Small molecule hydration free energies in explicit solvent: An extensive test of fixed-charge atomistic simulations.

David L Mobley1, Christopher I Bayly, Matthew D Cooper, Michael R Shirts, Ken A Dill.   

Abstract

Using molecular dynamics free energy simulations with TIP3P explicit solvent, we compute the hydration free energies of 504 neutral small organic molecules and compare them to experiments. We find, first, good general agreement between the simulations and the experiments, with an RMS error of 1.24 kcal/mol over the whole set (i.e., about 2 kT) and a correlation coefficient of 0.89. Second, we use an automated procedure to identify systematic errors for some classes of compounds, and suggest some improvements to the force field. We find that alkyne hydration free energies are particularly poorly predicted due to problems with a Lennard-Jones well depth, and find that an alternate choice for this well depth largely rectifies the situation. Third, we study the non-polar component of hydration free energies - that is, the part that is not due to electrostatics. While we find that repulsive and attractive components of the non-polar part both scale roughly with surface area (or volume) of the solute, the total non-polar free energy does not scale with the solute surface area or volume, because it is a small difference between large components and is dominated by the deviations from the trend. While the methods used here are not new, this is a more extensive test than previous explicit solvent studies, and the size of the test set allows identification of systematic problems with force field parameters for particular classes of compounds. We believe that the computed free energies and components will be valuable to others in future development of force fields and solvation models.

Entities:  

Year:  2009        PMID: 20150953      PMCID: PMC2701304          DOI: 10.1021/ct800409d

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  22 in total

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Authors:  J W Pitera; W F van Gunsteren
Journal:  J Am Chem Soc       Date:  2001-04-04       Impact factor: 15.419

2.  Fast, efficient generation of high-quality atomic charges. AM1-BCC model: II. Parameterization and validation.

Authors:  Araz Jakalian; David B Jack; Christopher I Bayly
Journal:  J Comput Chem       Date:  2002-12       Impact factor: 3.376

3.  Development and testing of a general amber force field.

Authors:  Junmei Wang; Romain M Wolf; James W Caldwell; Peter A Kollman; David A Case
Journal:  J Comput Chem       Date:  2004-07-15       Impact factor: 3.376

4.  Solvation free energies of amino acid side chain analogs for common molecular mechanics water models.

Authors:  Michael R Shirts; Vijay S Pande
Journal:  J Chem Phys       Date:  2005-04-01       Impact factor: 3.488

Review 5.  Molecular modeling of organic and biomolecular systems using BOSS and MCPRO.

Authors:  William L Jorgensen; Julian Tirado-Rives
Journal:  J Comput Chem       Date:  2005-12       Impact factor: 3.376

6.  Surfaces affect ion pairing.

Authors:  Ilya Chorny; Ken A Dill; Matthew P Jacobson
Journal:  J Phys Chem B       Date:  2005-12-22       Impact factor: 2.991

7.  Assessing implicit models for nonpolar mean solvation forces: the importance of dispersion and volume terms.

Authors:  Jason A Wagoner; Nathan A Baker
Journal:  Proc Natl Acad Sci U S A       Date:  2006-05-18       Impact factor: 11.205

8.  On the use of orientational restraints and symmetry corrections in alchemical free energy calculations.

Authors:  David L Mobley; John D Chodera; Ken A Dill
Journal:  J Chem Phys       Date:  2006-08-28       Impact factor: 3.488

9.  Charge asymmetries in hydration of polar solutes.

Authors:  David L Mobley; Janene R Baker; Alan E Barber; Christopher J Fennell; Ken A Dill
Journal:  J Phys Chem B       Date:  2008-02-06       Impact factor: 2.991

10.  Treating entropy and conformational changes in implicit solvent simulations of small molecules.

Authors:  David L Mobley; Ken A Dill; John D Chodera
Journal:  J Phys Chem B       Date:  2008-01-03       Impact factor: 2.991

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  116 in total

1.  Multipole electrostatics in hydration free energy calculations.

Authors:  Yue Shi; Chuanjie Wu; Jay W Ponder; Pengyu Ren
Journal:  J Comput Chem       Date:  2010-10-05       Impact factor: 3.376

2.  Let's get honest about sampling.

Authors:  David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2011-11-24       Impact factor: 3.686

3.  The errors of our ways: taking account of error in computer-aided drug design to build confidence intervals for our next 25 years.

Authors:  Terry Richard Stouch
Journal:  J Comput Aided Mol Des       Date:  2012-01-14       Impact factor: 3.686

4.  Predicting hydration free energies of polychlorinated aromatic compounds from the SAMPL-3 data set with FiSH and LIE models.

Authors:  Traian Sulea; Enrico O Purisima
Journal:  J Comput Aided Mol Des       Date:  2011-12-22       Impact factor: 3.686

5.  Prediction of hydration free energies for aliphatic and aromatic chloro derivatives using molecular dynamics simulations with the OPLS-AA force field.

Authors:  Oliver Beckstein; Bogdan I Iorga
Journal:  J Comput Aided Mol Des       Date:  2011-12-21       Impact factor: 3.686

6.  Rapid prediction of solvation free energy. 3. Application to the SAMPL2 challenge.

Authors:  Enrico O Purisima; Christopher R Corbeil; Traian Sulea
Journal:  J Comput Aided Mol Des       Date:  2010-04-06       Impact factor: 3.686

7.  Predicting hydration free energies using all-atom molecular dynamics simulations and multiple starting conformations.

Authors:  Pavel V Klimovich; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2010-04-06       Impact factor: 3.686

Review 8.  Prediction of protein-ligand binding affinity by free energy simulations: assumptions, pitfalls and expectations.

Authors:  Julien Michel; Jonathan W Essex
Journal:  J Comput Aided Mol Des       Date:  2010-05-28       Impact factor: 3.686

9.  Dependency of ligand free energy landscapes on charge parameters and solvent models.

Authors:  Yuko Okamoto; Toshimasa Tanaka; Hironori Kokubo
Journal:  J Comput Aided Mol Des       Date:  2010-05-22       Impact factor: 3.686

10.  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

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