Literature DB >> 30084077

Prediction of CB[8] host-guest binding free energies in SAMPL6 using the double-decoupling method.

Kyungreem Han1, Phillip S Hudson2, Michael R Jones2, Naohiro Nishikawa2, Florentina Tofoleanu2, Bernard R Brooks2.   

Abstract

This study reports the results of binding free energy calculations for CB[8] host-guest systems in the SAMPL6 blind challenge (receipt ID 3z83m). Force-field parameters were developed specific for each of host and guest molecules to improve configurational sampling. We used quantum mechanical (QM) implicit solvent calculations and QM force matching to determine non-bonded (partial atomic charges) and bonded terms, respectively. Free energy calculations were carried out using the double-decoupling method (DDM) combined with Hamiltonian replica exchange method (HREM) and Bennett acceptance ratio (BAR) method. The root mean square error (RMSE) of the predicted values using DDM with respect to the experimental results was 4.32 kcal/mol. The coefficient of determination (R2) and Kendall rank coefficient (τ) were 0.49 and 0.52, respectively, highest of all submissions. In addition, these were compared to the results obtained by umbrella sampling (US) and weighted histogram analysis method (WHAM). Overall, DDM achieved a higher prediction accuracy than the US method. Results are discussed in terms of parameterization and free energy simulations.

Entities:  

Keywords:  Bennett acceptance ratio; Binding free energy; Double-decoupling; Hamiltonian replica exchange; Umbrella sampling; Weighted histogram analysis

Mesh:

Substances:

Year:  2018        PMID: 30084077      PMCID: PMC6347468          DOI: 10.1007/s10822-018-0144-8

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


  49 in total

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3.  Best practices in free energy calculations for drug design.

Authors:  Michael R Shirts
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4.  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

5.  A blind challenge for computational solvation free energies: introduction and overview.

Authors:  J Peter Guthrie
Journal:  J Phys Chem B       Date:  2009-04-09       Impact factor: 2.991

6.  Dependence of protein stability on the structure of the denatured state: free energy calculations of I56V mutation in human lysozyme.

Authors:  Y Sugita; A Kitao
Journal:  Biophys J       Date:  1998-11       Impact factor: 4.033

7.  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

8.  Update on phosphate and charged post-translationally modified amino acid parameters in the GROMOS force field.

Authors:  Christian Margreitter; Maria M Reif; Chris Oostenbrink
Journal:  J Comput Chem       Date:  2017-01-24       Impact factor: 3.376

Review 9.  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 10.  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

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  6 in total

1.  Binding Thermodynamics of Host-Guest Systems with SMIRNOFF99Frosst 1.0.5 from the Open Force Field Initiative.

Authors:  David R Slochower; Niel M Henriksen; Lee-Ping Wang; John D Chodera; David L Mobley; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2019-10-25       Impact factor: 6.006

2.  Comparison of the umbrella sampling and the double decoupling method in binding free energy predictions for SAMPL6 octa-acid host-guest challenges.

Authors:  Naohiro Nishikawa; Kyungreem Han; Xiongwu Wu; Florentina Tofoleanu; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2018-10-15       Impact factor: 3.686

3.  Obtaining QM/MM binding free energies in the SAMPL8 drugs of abuse challenge: indirect approaches.

Authors:  Phillip S Hudson; Félix Aviat; Rubén Meana-Pañeda; Luke Warrensford; Benjamin C Pollard; Samarjeet Prasad; Michael R Jones; H Lee Woodcock; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2022-05-22       Impact factor: 4.179

4.  Use of Interaction Energies in QM/MM Free Energy Simulations.

Authors:  Phillip S Hudson; H Lee Woodcock; Stefan Boresch
Journal:  J Chem Theory Comput       Date:  2019-07-02       Impact factor: 6.006

5.  Force matching as a stepping stone to QM/MM CB[8] host/guest binding free energies: a SAMPL6 cautionary tale.

Authors:  Phillip S Hudson; Kyungreem Han; H Lee Woodcock; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2018-10-01       Impact factor: 3.686

6.  A replica exchange umbrella sampling (REUS) approach to predict host-guest binding free energies in SAMPL8 challenge.

Authors:  Mahdi Ghorbani; Phillip S Hudson; Michael R Jones; Félix Aviat; Rubén Meana-Pañeda; Jeffery B Klauda; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2021-05-03       Impact factor: 3.686

  6 in total

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