Literature DB >> 22198474

Predicting binding affinities of host-guest systems in the SAMPL3 blind challenge: the performance of relative free energy calculations.

Gerhard König1, Bernard R Brooks.   

Abstract

Relative free energy calculations based on molecular dynamics simulations are combined with available experimental binding free energies to predict unknown binding affinities of acyclic Cucurbituril complexes in the blind SAMPL3 competition. The predictions yield root mean square errors between 2.6 and 3.2 kcal/mol for seven host-guest systems. Those deviations are comparable to results for solvation free energies of small organic molecules. However, the standard deviations found in our simulations range from 0.4 to 2.4 kcal/mol, which indicates the need for better sampling. Three different approaches are compared. Bennett's Acceptance Ratio Method and thermodynamic integration based on the trapezoidal rule with 12 λ-points exhibit a root mean square error of 2.6 kcal/mol, while thermodynamic integration with Simpson's rule and 11 λ-points leads to a root mean square error of 3.2 kcal/mol. In terms of absolute median errors, Bennett's Acceptance Ratio Method performs better than thermodynamic integration with the trapezoidal rule (1.7 vs. 2.9 kcal/mol). Simulations of the deprotonated forms of the guest molecules exhibit a poorer correspondence to experimental results with a root mean square error of 5.2 kcal/mol. In addition, a decrease of the buffer concentration by approximately 20 mM in the simulations raises the root mean square error to 3.8 kcal/mol.

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Year:  2011        PMID: 22198474      PMCID: PMC3584352          DOI: 10.1007/s10822-011-9525-y

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


  21 in total

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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

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4.  Predicting hydration free energies using all-atom molecular dynamics simulations and multiple starting conformations.

Authors:  Pavel V Klimovich; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2010-04-06       Impact factor: 3.686

5.  Predicting absolute ligand binding free energies to a simple model site.

Authors:  David L Mobley; Alan P Graves; John D Chodera; Andrea C McReynolds; Brian K Shoichet; Ken A Dill
Journal:  J Mol Biol       Date:  2007-06-08       Impact factor: 5.469

Review 6.  CHARMM: the biomolecular simulation program.

Authors:  B R Brooks; C L Brooks; A D Mackerell; L Nilsson; R J Petrella; B Roux; Y Won; G Archontis; C Bartels; S Boresch; A Caflisch; L Caves; Q Cui; A R Dinner; M Feig; S Fischer; J Gao; M Hodoscek; W Im; K Kuczera; T Lazaridis; J Ma; V Ovchinnikov; E Paci; R W Pastor; C B Post; J Z Pu; M Schaefer; B Tidor; R M Venable; H L Woodcock; X Wu; W Yang; D M York; M Karplus
Journal:  J Comput Chem       Date:  2009-07-30       Impact factor: 3.376

7.  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

8.  Canonical dynamics: Equilibrium phase-space distributions.

Authors: 
Journal:  Phys Rev A Gen Phys       Date:  1985-03

9.  Predictions of hydration free energies from all-atom molecular dynamics simulations.

Authors:  David L Mobley; Christopher I Bayly; Matthew D Cooper; Ken A Dill
Journal:  J Phys Chem B       Date:  2009-04-09       Impact factor: 2.991

10.  CHARMM general force field: A force field for drug-like molecules compatible with the CHARMM all-atom additive biological force fields.

Authors:  K Vanommeslaeghe; E Hatcher; C Acharya; S Kundu; S Zhong; J Shim; E Darian; O Guvench; P Lopes; I Vorobyov; A D Mackerell
Journal:  J Comput Chem       Date:  2010-03       Impact factor: 3.376

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  15 in total

1.  Comparison of Methods To Reweight from Classical Molecular Simulations to QM/MM Potentials.

Authors:  Eric C Dybeck; Gerhard König; Bernard R Brooks; Michael R Shirts
Journal:  J Chem Theory Comput       Date:  2016-03-23       Impact factor: 6.006

2.  Predicting hydration free energies with a hybrid QM/MM approach: an evaluation of implicit and explicit solvation models in SAMPL4.

Authors:  Gerhard König; Frank C Pickard; Ye Mei; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2014-02-07       Impact factor: 3.686

3.  Large scale affinity calculations of cyclodextrin host-guest complexes: Understanding the role of reorganization in the molecular recognition process.

Authors:  Lauren Wickstrom; Peng He; Emilio Gallicchio; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2013-07-09       Impact factor: 6.006

4.  Calculating distribution coefficients based on multi-scale free energy simulations: an evaluation of MM and QM/MM explicit solvent simulations of water-cyclohexane transfer in the SAMPL5 challenge.

Authors:  Gerhard König; Frank C Pickard; Jing Huang; Andrew C Simmonett; Florentina Tofoleanu; Juyong Lee; Pavlo O Dral; Samarjeet Prasad; Michael Jones; Yihan Shao; Walter Thiel; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-08-30       Impact factor: 3.686

5.  Absolute binding free energies for octa-acids and guests in SAMPL5 : Evaluating binding free energies for octa-acid and guest complexes in the SAMPL5 blind challenge.

Authors:  Florentina Tofoleanu; Juyong Lee; Frank C Pickard Iv; Gerhard König; Jing Huang; Minkyung Baek; Chaok Seok; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-09-30       Impact factor: 3.686

6.  An efficient protocol for obtaining accurate hydration free energies using quantum chemistry and reweighting from molecular dynamics simulations.

Authors:  Frank C Pickard; Gerhard König; Andrew C Simmonett; Yihan Shao; Bernard R Brooks
Journal:  Bioorg Med Chem       Date:  2016-08-22       Impact factor: 3.641

7.  Parameterization of an effective potential for protein-ligand binding from host-guest affinity data.

Authors:  Lauren Wickstrom; Nanjie Deng; Peng He; Ahmet Mentes; Crystal Nguyen; Michael K Gilson; Tom Kurtzman; Emilio Gallicchio; Ronald M Levy
Journal:  J Mol Recognit       Date:  2015-08-10       Impact factor: 2.137

8.  Enhanced Sampling in Free Energy Calculations: Combining SGLD with the Bennett's Acceptance Ratio and Enveloping Distribution Sampling Methods.

Authors:  Gerhard König; Benjamin T Miller; Stefan Boresch; Xiongwu Wu; Bernard R Brooks
Journal:  J Chem Theory Comput       Date:  2012-07-03       Impact factor: 6.006

9.  Correlating protein hot spot surface analysis using ProBiS with simulated free energies of protein-protein interfacial residues.

Authors:  Nejc Carl; Milan Hodošček; Blaž Vehar; Janez Konc; Bernard R Brooks; Dušanka Janežič
Journal:  J Chem Inf Model       Date:  2012-10-08       Impact factor: 4.956

10.  Absolute binding free energy calculations of CBClip host-guest systems in the SAMPL5 blind challenge.

Authors:  Juyong Lee; Florentina Tofoleanu; Frank C Pickard; Gerhard König; Jing Huang; Ana Damjanović; Minkyung Baek; Chaok Seok; Bernard R Brooks
Journal:  J Comput Aided Mol Des       Date:  2016-09-27       Impact factor: 3.686

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