Literature DB >> 27638809

The SAMPL5 host-guest challenge: computing binding free energies and enthalpies from explicit solvent simulations by the attach-pull-release (APR) method.

Jian Yin1, Niel M Henriksen1, David R Slochower1, Michael K Gilson2.   

Abstract

The absolute binding free energies and binding enthalpies of twelve host-guest systems in the SAMPL5 blind challenge were computed using our attach-pull-release (APR) approach. This method has previously shown good correlations between experimental and calculated binding data in retrospective studies of cucurbit[7]uril (CB7) and β-cyclodextrin (βCD) systems. In the present work, the computed binding free energies for host octa acid (OA or OAH) and tetra-endo-methyl octa-acid (TEMOA or OAMe) with guests are in good agreement with prospective experimental data, with a coefficient of determination (R2) of 0.8 and root-mean-squared error of 1.7 kcal/mol using the TIP3P water model. The binding enthalpy calculations achieve moderate correlations, with R2 of 0.5 and RMSE of 2.5 kcal/mol, for TIP3P water. Calculations using the newly developed OPC water model also show good performance. Furthermore, the present calculations semi-quantitatively capture the experimental trend of enthalpy-entropy compensation observed, and successfully predict guests with the strongest and weakest binding affinity. The most populated binding poses of all twelve systems, based on clustering analysis of 750 ns molecular dynamics (MD) trajectories, were extracted and analyzed. Computational methods using MD simulations and explicit solvent models in a rigorous statistical thermodynamic framework, like APR, can generate reasonable predictions of binding thermodynamics. Especially with continuing improvement in simulation force fields, such methods hold the promise of making substantial contributions to hit identification and lead optimization in the drug discovery process.

Entities:  

Keywords:  Binding enthalpy; Binding free energy; Force field; Host–guest; SAMPL5; Water model

Mesh:

Substances:

Year:  2016        PMID: 27638809      PMCID: PMC5241238          DOI: 10.1007/s10822-016-9970-8

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


  31 in total

1.  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

2.  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

3.  Accurate and efficient corrections for missing dispersion interactions in molecular simulations.

Authors:  Michael R Shirts; David L Mobley; John D Chodera; Vijay S Pande
Journal:  J Phys Chem B       Date:  2007-10-19       Impact factor: 2.991

Review 4.  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

Review 5.  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

6.  Binding enthalpy calculations for a neutral host-guest pair yield widely divergent salt effects across water models.

Authors:  Kaifu Gao; Jian Yin; Niel M Henriksen; Andrew T Fenley; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2015-09-18       Impact factor: 6.006

7.  OpenMM 4: A Reusable, Extensible, Hardware Independent Library for High Performance Molecular Simulation.

Authors:  Peter Eastman; Mark S Friedrichs; John D Chodera; Randall J Radmer; Christopher M Bruns; Joy P Ku; Kyle A Beauchamp; Thomas J Lane; Lee-Ping Wang; Diwakar Shukla; Tony Tye; Mike Houston; Timo Stich; Christoph Klein; Michael R Shirts; Vijay S Pande
Journal:  J Chem Theory Comput       Date:  2012-10-18       Impact factor: 6.006

Review 8.  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

Review 9.  The SAMPL4 host-guest blind prediction challenge: an overview.

Authors:  Hari S Muddana; Andrew T Fenley; David L Mobley; Michael K Gilson
Journal:  J Comput Aided Mol Des       Date:  2014-03-06       Impact factor: 3.686

10.  Determination of alkali and halide monovalent ion parameters for use in explicitly solvated biomolecular simulations.

Authors:  In Suk Joung; Thomas E Cheatham
Journal:  J Phys Chem B       Date:  2008-07-02       Impact factor: 2.991

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  17 in total

1.  Resolving the Ligand-Binding Specificity in c-MYC G-Quadruplex DNA: Absolute Binding Free Energy Calculations and SPR Experiment.

Authors:  Nanjie Deng; Lauren Wickstrom; Piotr Cieplak; Clement Lin; Danzhou Yang
Journal:  J Phys Chem B       Date:  2017-11-09       Impact factor: 2.991

Review 2.  Force field development phase II: Relaxation of physics-based criteria… or inclusion of more rigorous physics into the representation of molecular energetics.

Authors:  A T Hagler
Journal:  J Comput Aided Mol Des       Date:  2018-11-30       Impact factor: 3.686

3.  Data-Driven Mapping of Gas-Phase Quantum Calculations to General Force Field Lennard-Jones Parameters.

Authors:  Sophie M Kantonen; Hari S Muddana; Michael Schauperl; Niel M Henriksen; Lee-Ping Wang; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2020-01-17       Impact factor: 6.006

4.  Bind3P: Optimization of a Water Model Based on Host-Guest Binding Data.

Authors:  Jian Yin; Niel M Henriksen; Hari S Muddana; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2018-06-22       Impact factor: 6.006

Review 5.  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

6.  Detailed potential of mean force studies on host-guest systems from the SAMPL6 challenge.

Authors:  Lin Frank Song; Nupur Bansal; Zheng Zheng; Kenneth M Merz
Journal:  J Comput Aided Mol Des       Date:  2018-08-24       Impact factor: 3.686

Review 7.  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

8.  Combining Alchemical Transformation with a Physical Pathway to Accelerate Absolute Binding Free Energy Calculations of Charged Ligands to Enclosed Binding Sites.

Authors:  Jeffrey Cruz; Lauren Wickstrom; Danzhou Yang; Emilio Gallicchio; Nanjie Deng
Journal:  J Chem Theory Comput       Date:  2020-03-09       Impact factor: 6.006

9.  HYDROPHOBE Challenge: A Joint Experimental and Computational Study on the Host-Guest Binding of Hydrocarbons to Cucurbiturils, Allowing Explicit Evaluation of Guest Hydration Free-Energy Contributions.

Authors:  Khaleel I Assaf; Mara Florea; Jens Antony; Niel M Henriksen; Jian Yin; Andreas Hansen; Zheng-Wang Qu; Rebecca Sure; Dieter Klapstein; Michael K Gilson; Stefan Grimme; Werner M Nau
Journal:  J Phys Chem B       Date:  2017-12-01       Impact factor: 2.991

10.  Blinded predictions of host-guest standard free energies of binding in the SAMPL5 challenge.

Authors:  Stefano Bosisio; Antonia S J S Mey; Julien Michel
Journal:  J Comput Aided Mol Des       Date:  2016-08-08       Impact factor: 3.686

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