Literature DB >> 27696239

A combined treatment of hydration and dynamical effects for the modeling of host-guest binding thermodynamics: the SAMPL5 blinded challenge.

Rajat Kumar Pal1,2, Kamran Haider3, Divya Kaur4, William Flynn5,6, Junchao Xia5, Ronald M Levy5, Tetiana Taran7, Lauren Wickstrom7, Tom Kurtzman3,2,4, Emilio Gallicchio8,9,10.   

Abstract

As part of the SAMPL5 blinded experiment, we computed the absolute binding free energies of 22 host-guest complexes employing a novel approach based on the BEDAM single-decoupling alchemical free energy protocol with parallel replica exchange conformational sampling and the AGBNP2 implicit solvation model specifically customized to treat the effect of water displacement as modeled by the Hydration Site Analysis method with explicit solvation. Initial predictions were affected by the lack of treatment of ionic charge screening, which is very significant for these highly charged hosts, and resulted in poor relative ranking of negatively versus positively charged guests. Binding free energies obtained with Debye-Hückel treatment of salt effects were in good agreement with experimental measurements. Water displacement effects contributed favorably and very significantly to the observed binding affinities; without it, the modeling predictions would have grossly underestimated binding. The work validates the implicit/explicit solvation approach employed here and it shows that comprehensive physical models can be effective at predicting binding affinities of molecular complexes requiring accurate treatment of conformational dynamics and hydration.

Entities:  

Keywords:  AGBNP2; BEDAM; Debye–Hückel; Hydration Site Analysis (HSA); SAMPL5; Salt effects

Mesh:

Substances:

Year:  2016        PMID: 27696239      PMCID: PMC5477994          DOI: 10.1007/s10822-016-9956-6

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


  42 in total

Review 1.  Molecular modeling of hydration in drug design.

Authors:  Ricardo L Mancera
Journal:  Curr Opin Drug Discov Devel       Date:  2007-05

Review 2.  The role of water molecules in computational drug design.

Authors:  Stephanie B A de Beer; Nico P E Vermeulen; Chris Oostenbrink
Journal:  Curr Top Med Chem       Date:  2010       Impact factor: 3.295

3.  Asynchronous Replica Exchange Software for Grid and Heterogeneous Computing.

Authors:  Emilio Gallicchio; Junchao Xia; William F Flynn; Baofeng Zhang; Sade Samlalsingh; Ahmet Mentes; Ronald M Levy
Journal:  Comput Phys Commun       Date:  2015-11       Impact factor: 4.390

4.  Conformational Transitions and Convergence of Absolute Binding Free Energy Calculations.

Authors:  Mauro Lapelosa; Emilio Gallicchio; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2012-01-10       Impact factor: 6.006

Review 5.  Molecular recognition and ligand association.

Authors:  Riccardo Baron; J Andrew McCammon
Journal:  Annu Rev Phys Chem       Date:  2013-03-05       Impact factor: 12.703

6.  Virtual screening of integrase inhibitors by large scale binding free energy calculations: the SAMPL4 challenge.

Authors:  Emilio Gallicchio; Nanjie Deng; Peng He; Lauren Wickstrom; Alexander L Perryman; Daniel N Santiago; Stefano Forli; Arthur J Olson; Ronald M Levy
Journal:  J Comput Aided Mol Des       Date:  2014-02-07       Impact factor: 3.686

7.  The Binding Energy Distribution Analysis Method (BEDAM) for the Estimation of Protein-Ligand Binding Affinities.

Authors:  Emilio Gallicchio; Mauro Lapelosa; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2010-09-14       Impact factor: 6.006

8.  The AGBNP2 Implicit Solvation Model.

Authors:  Emilio Gallicchio; Kristina Paris; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2009-07-31       Impact factor: 6.006

Review 9.  Computations of standard binding free energies with molecular dynamics simulations.

Authors:  Yuqing Deng; Benoît Roux
Journal:  J Phys Chem B       Date:  2009-02-26       Impact factor: 2.991

10.  How Can Hydrophobic Association Be Enthalpy Driven?

Authors:  Piotr Setny; Riccardo Baron; J Andrew McCammon
Journal:  J Chem Theory Comput       Date:  2010-08-24       Impact factor: 6.006

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  8 in total

1.  Overview of the SAMPL6 host-guest binding affinity prediction challenge.

Authors:  Andrea Rizzi; Steven Murkli; John N McNeill; Wei Yao; Matthew Sullivan; Michael K Gilson; Michael W Chiu; Lyle Isaacs; Bruce C Gibb; David L Mobley; John D Chodera
Journal:  J Comput Aided Mol Des       Date:  2018-11-10       Impact factor: 3.686

Review 2.  Predicting Binding Free Energies: Frontiers and Benchmarks.

Authors:  David L Mobley; Michael K Gilson
Journal:  Annu Rev Biophys       Date:  2017-04-07       Impact factor: 12.981

Review 3.  Overview of the SAMPL5 host-guest challenge: Are we doing better?

Authors:  Jian Yin; Niel M Henriksen; David R Slochower; Michael R Shirts; Michael W Chiu; David L Mobley; Michael K Gilson
Journal:  J Comput Aided Mol Des       Date:  2016-09-22       Impact factor: 3.686

4.  Role of Displacing Confined Solvent in the Conformational Equilibrium of β-Cyclodextrin.

Authors:  Peng He; Sheila Sarkar; Emilio Gallicchio; Tom Kurtzman; Lauren Wickstrom
Journal:  J Phys Chem B       Date:  2019-10-01       Impact factor: 2.991

5.  Application of the alchemical transfer and potential of mean force methods to the SAMPL8 host-guest blinded challenge.

Authors:  Solmaz Azimi; Joe Z Wu; Sheenam Khuttan; Tom Kurtzman; Nanjie Deng; Emilio Gallicchio
Journal:  J Comput Aided Mol Des       Date:  2022-01-21       Impact factor: 3.686

6.  Assessment of a Single Decoupling Alchemical Approach for the Calculation of the Absolute Binding Free Energies of Protein-Peptide Complexes.

Authors:  Denise Kilburg; Emilio Gallicchio
Journal:  Front Mol Biosci       Date:  2018-03-08

7.  Ligand Binding Free Energies with Adaptive Water Networks: Two-Dimensional Grand Canonical Alchemical Perturbations.

Authors:  Hannah E Bruce Macdonald; Christopher Cave-Ayland; Gregory A Ross; Jonathan W Essex
Journal:  J Chem Theory Comput       Date:  2018-11-19       Impact factor: 6.006

8.  Inclusion of enclosed hydration effects in the binding free energy estimation of dopamine D3 receptor complexes.

Authors:  Rajat Kumar Pal; Satishkumar Gadhiya; Steven Ramsey; Pierpaolo Cordone; Lauren Wickstrom; Wayne W Harding; Tom Kurtzman; Emilio Gallicchio
Journal:  PLoS One       Date:  2019-09-30       Impact factor: 3.240

  8 in total

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