Literature DB >> 21728337

Accurate predictions of nonpolar solvation free energies require explicit consideration of binding-site hydration.

Samuel Genheden1, Paulius Mikulskis, LiHong Hu, Jacob Kongsted, Pär Söderhjelm, Ulf Ryde.   

Abstract

Continuum solvation methods are frequently used to increase the efficiency of computational methods to estimate free energies. In this paper, we have evaluated how well such methods estimate the nonpolar solvation free-energy change when a ligand binds to a protein. Three different continuum methods at various levels of approximation were considered, viz., the polarized continuum model (PCM), a method based on cavity and dispersion terms (CD), and a method based on a linear relation to the solvent-accessible surface area (SASA). Formally rigorous double-decoupling thermodynamic integration was used as a benchmark for the continuum methods. We have studied four protein-ligand complexes with binding sites of varying solvent exposure, namely the binding of phenol to ferritin, a biotin analogue to avidin, 2-aminobenzimidazole to trypsin, and a substituted galactoside to galectin-3. For ferritin and avidin, which have relatively hidden binding sites, rather accurate nonpolar solvation free energies could be obtained with the continuum methods if the binding site is prohibited to be filled by continuum water in the unbound state, even though the simulations and experiments show that the ligand replaces several water molecules upon binding. For the more solvent exposed binding sites of trypsin and galectin-3, no accurate continuum estimates could be obtained, even if the binding site was allowed or prohibited to be filled by continuum water. This shows that continuum methods fail to give accurate free energies on a wide range of systems with varying solvent exposure because they lack a microscopic picture of binding-site hydration as well as information about the entropy of water molecules that are in the binding site before the ligand binds. Consequently, binding affinity estimates based upon continuum solvation methods will give absolute binding energies that may differ by up to 200 kJ/mol depending on the method used. Moreover, even relative energies between ligands with the same scaffold may differ by up to 75 kJ/mol. We have tried to improve the continuum solvation methods by adding information about the solvent exposure of the binding site or the hydration of the binding site, and the results are promising at least for this small set of complexes.

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Year:  2011        PMID: 21728337     DOI: 10.1021/ja202972m

Source DB:  PubMed          Journal:  J Am Chem Soc        ISSN: 0002-7863            Impact factor:   15.419


  15 in total

1.  Binding affinities in the SAMPL3 trypsin and host-guest blind tests estimated with the MM/PBSA and LIE methods.

Authors:  Paulius Mikulskis; Samuel Genheden; Patrik Rydberg; Lars Sandberg; Lars Olsen; Ulf Ryde
Journal:  J Comput Aided Mol Des       Date:  2011-12-25       Impact factor: 3.686

2.  Extended solvent-contact model approach to SAMPL4 blind prediction challenge for hydration free energies.

Authors:  Hwangseo Park
Journal:  J Comput Aided Mol Des       Date:  2014-02-20       Impact factor: 3.686

3.  Effect of explicit water molecules on ligand-binding affinities calculated with the MM/GBSA approach.

Authors:  Paulius Mikulskis; Samuel Genheden; Ulf Ryde
Journal:  J Mol Model       Date:  2014-05-29       Impact factor: 1.810

4.  An Efficient Method to Evaluate Intermolecular Interaction Energies in Large Systems Using Overlapping Multicenter ONIOM and the Fragment Molecular Orbital Method.

Authors:  Naoya Asada; Dmitri G Fedorov; Kazuo Kitaura; Isao Nakanishi; Kenneth M Merz
Journal:  J Phys Chem Lett       Date:  2012-08-28       Impact factor: 6.475

Review 5.  Generalized Born Implicit Solvent Models for Biomolecules.

Authors:  Alexey V Onufriev; David A Case
Journal:  Annu Rev Biophys       Date:  2019-03-11       Impact factor: 12.981

6.  Site-Specific Fragment Identification Guided by Single-Step Free Energy Perturbation Calculations.

Authors:  E Prabhu Raman; Kenno Vanommeslaeghe; Alexander D Mackerell
Journal:  J Chem Theory Comput       Date:  2012-03-26       Impact factor: 6.006

7.  Develop and test a solvent accessible surface area-based model in conformational entropy calculations.

Authors:  Junmei Wang; Tingjun Hou
Journal:  J Chem Inf Model       Date:  2012-04-24       Impact factor: 4.956

Review 8.  The MM/PBSA and MM/GBSA methods to estimate ligand-binding affinities.

Authors:  Samuel Genheden; Ulf Ryde
Journal:  Expert Opin Drug Discov       Date:  2015-04-02       Impact factor: 6.098

Review 9.  Current progress in Structure-Based Rational Drug Design marks a new mindset in drug discovery.

Authors:  Valère Lounnas; Tina Ritschel; Jan Kelder; Ross McGuire; Robert P Bywater; Nicolas Foloppe
Journal:  Comput Struct Biotechnol J       Date:  2013-04-02       Impact factor: 7.271

10.  New solvation free energy function comprising intermolecular solvation and intramolecular self-solvation terms.

Authors:  Hwanho Choi; Hongsuk Kang; Hwangseo Park
Journal:  J Cheminform       Date:  2013-02-04       Impact factor: 5.514

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