Literature DB >> 27585474

SAMPL5: 3D-RISM partition coefficient calculations with partial molar volume corrections and solute conformational sampling.

Tyler Luchko1, Nikolay Blinov2,3, Garrett C Limon4, Kevin P Joyce4, Andriy Kovalenko2,3.   

Abstract

Implicit solvent methods for classical molecular modeling are frequently used to provide fast, physics-based hydration free energies of macromolecules. Less commonly considered is the transferability of these methods to other solvents. The Statistical Assessment of Modeling of Proteins and Ligands 5 (SAMPL5) distribution coefficient dataset and the accompanying explicit solvent partition coefficient reference calculations provide a direct test of solvent model transferability. Here we use the 3D reference interaction site model (3D-RISM) statistical-mechanical solvation theory, with a well tested water model and a new united atom cyclohexane model, to calculate partition coefficients for the SAMPL5 dataset. The cyclohexane model performed well in training and testing ([Formula: see text] for amino acid neutral side chain analogues) but only if a parameterized solvation free energy correction was used. In contrast, the same protocol, using single solute conformations, performed poorly on the SAMPL5 dataset, obtaining [Formula: see text] compared to the reference partition coefficients, likely due to the much larger solute sizes. Including solute conformational sampling through molecular dynamics coupled with 3D-RISM (MD/3D-RISM) improved agreement with the reference calculation to [Formula: see text]. Since our initial calculations only considered partition coefficients and not distribution coefficients, solute sampling provided little benefit comparing against experiment, where ionized and tautomer states are more important. Applying a simple [Formula: see text] correction improved agreement with experiment from [Formula: see text] to [Formula: see text], despite a small number of outliers. Better agreement is possible by accounting for tautomers and improving the ionization correction.

Entities:  

Keywords:  3D-RISM; Cyclohexane; Molecular dynamics; Multiple time step; Partial molar volume; Partition coefficient; Solvent force extrapolation; Water

Mesh:

Substances:

Year:  2016        PMID: 27585474     DOI: 10.1007/s10822-016-9947-7

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


  39 in total

1.  Calculation of the water-cyclohexane transfer free energies of neutral amino acid side-chain analogs using the OPLS all-atom force field.

Authors:  Justin L MacCallum; D Peter Tieleman
Journal:  J Comput Chem       Date:  2003-11-30       Impact factor: 3.376

2.  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

3.  A biomolecular force field based on the free enthalpy of hydration and solvation: the GROMOS force-field parameter sets 53A5 and 53A6.

Authors:  Chris Oostenbrink; Alessandra Villa; Alan E Mark; Wilfred F van Gunsteren
Journal:  J Comput Chem       Date:  2004-10       Impact factor: 3.376

4.  Modeling solvatochromic shifts using the orbital-free embedding potential at statistically mechanically averaged solvent density.

Authors:  Jakub W Kaminski; Sergey Gusarov; Tomasz A Wesolowski; Andriy Kovalenko
Journal:  J Phys Chem A       Date:  2010-05-27       Impact factor: 2.781

5.  Theoretical study of the partial molar volume change associated with the pressure-induced structural transition of ubiquitin.

Authors:  Takashi Imai; Shusaku Ohyama; Andriy Kovalenko; Fumio Hirata
Journal:  Protein Sci       Date:  2007-07-27       Impact factor: 6.725

6.  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

7.  Closed-form expressions of the chemical potential for integral equation closures with certain bridge functions.

Authors:  Stefan M Kast; Thomas Kloss
Journal:  J Chem Phys       Date:  2008-12-21       Impact factor: 3.488

8.  A modified repulsive bridge correction to accurate evaluation of solvation free energy in integral equation theory for molecular liquids.

Authors:  Kentaro Kido; Daisuke Yokogawa; Hirofumi Sato
Journal:  J Chem Phys       Date:  2012-07-14       Impact factor: 3.488

9.  Locating missing water molecules in protein cavities by the three-dimensional reference interaction site model theory of molecular solvation.

Authors:  Takashi Imai; Ryusuke Hiraoka; Andriy Kovalenko; Fumio Hirata
Journal:  Proteins       Date:  2007-03-01

10.  Solvation free-energy pressure corrections in the three dimensional reference interaction site model.

Authors:  Volodymyr Sergiievskyi; Guillaume Jeanmairet; Maximilien Levesque; Daniel Borgis
Journal:  J Chem Phys       Date:  2015-11-14       Impact factor: 3.488

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  8 in total

1.  Predicting skin permeability using the 3D-RISM-KH theory based solvation energy descriptors for a diverse class of compounds.

Authors:  Vijaya Kumar Hinge; Dipankar Roy; Andriy Kovalenko
Journal:  J Comput Aided Mol Des       Date:  2019-05-13       Impact factor: 3.686

2.  The SAMPL5 challenge for embedded-cluster integral equation theory: solvation free energies, aqueous pK a, and cyclohexane-water log D.

Authors:  Nicolas Tielker; Daniel Tomazic; Jochen Heil; Thomas Kloss; Sebastian Ehrhart; Stefan Güssregen; K Friedemann Schmidt; Stefan M Kast
Journal:  J Comput Aided Mol Des       Date:  2016-08-23       Impact factor: 3.686

3.  Assessing the accuracy of octanol-water partition coefficient predictions in the SAMPL6 Part II log P Challenge.

Authors:  Mehtap Işık; Teresa Danielle Bergazin; Thomas Fox; Andrea Rizzi; John D Chodera; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2020-02-27       Impact factor: 3.686

4.  Application of the 3D-RISM-KH molecular solvation theory for DMSO as solvent.

Authors:  Dipankar Roy; Andriy Kovalenko
Journal:  J Comput Aided Mol Des       Date:  2019-10-21       Impact factor: 3.686

5.  Blind prediction of cyclohexane-water distribution coefficients from the SAMPL5 challenge.

Authors:  Caitlin C Bannan; Kalistyn H Burley; Michael Chiu; Michael R Shirts; Michael K Gilson; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2016-09-27       Impact factor: 3.686

6.  How Water's Properties Are Encoded in Its Molecular Structure and Energies.

Authors:  Emiliano Brini; Christopher J Fennell; Marivi Fernandez-Serra; Barbara Hribar-Lee; Miha Lukšič; Ken A Dill
Journal:  Chem Rev       Date:  2017-09-26       Impact factor: 60.622

7.  Understanding the Liquid States of Cyclic Hydrocarbons Containing N, O, and S Atoms via the 3D-RISM-KH Molecular Solvation Theory.

Authors:  Dipankar Roy; Andriy Kovalenko
Journal:  Molecules       Date:  2022-10-04       Impact factor: 4.927

Review 8.  Biomolecular Simulations with the Three-Dimensional Reference Interaction Site Model with the Kovalenko-Hirata Closure Molecular Solvation Theory.

Authors:  Dipankar Roy; Andriy Kovalenko
Journal:  Int J Mol Sci       Date:  2021-05-11       Impact factor: 5.923

  8 in total

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