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Evaluating Force Field Performance in Thermodynamic Calculations of Cyclodextrin Host–Guest Binding: Water Models, Partial Charges, and Host Force Field Parameters
[Image: see text] Computational prediction of noncovalent binding free energies with methods based on molecular mechanical force fields has become increasingly routine in drug discovery projects, where they promise to speed the discovery of small molecule ligands to bind targeted proteins with high...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical Society
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5606194/ https://www.ncbi.nlm.nih.gov/pubmed/28696692 http://dx.doi.org/10.1021/acs.jctc.7b00359 |
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author | Henriksen, Niel M. Gilson, Michael K. |
author_facet | Henriksen, Niel M. Gilson, Michael K. |
author_sort | Henriksen, Niel M. |
collection | PubMed |
description | [Image: see text] Computational prediction of noncovalent binding free energies with methods based on molecular mechanical force fields has become increasingly routine in drug discovery projects, where they promise to speed the discovery of small molecule ligands to bind targeted proteins with high affinity. Because the reliability of free energy methods still has significant room for improvement, new force fields, or modifications of existing ones, are regularly introduced with the aim of improving the accuracy of molecular simulations. However, comparatively little work has been done to systematically assess how well force fields perform, particularly in relation to the calculation of binding affinities. Hardware advances have made these calculations feasible, but comprehensive force field assessments for protein–ligand sized systems still remain costly. Here, we turn to cyclodextrin host–guest systems, which feature many hallmarks of protein–ligand binding interactions but are generally much more tractable due to their small size. We present absolute binding free energy and enthalpy calculations, using the attach-pull-release (APR) approach, on a set of 43 cyclodextrin-guest pairs for which experimental ITC data are available. The test set comprises both α- and β-cyclodextrin hosts binding a series of small organic guests, each with one of three functional groups: ammonium, alcohol, or carboxylate. Four water models are considered (TIP3P, TIP4Pew, SPC/E, and OPC), along with two partial charge assignment procedures (RESP and AM1-BCC) and two cyclodextrin host force fields. The results suggest a complex set of considerations when choosing a force field for biomolecular simulations. For example, some force field combinations clearly outperform others at the binding enthalpy calculations but not for the binding free energy. Additionally, a force field combination which we expected to be the worst performer gave the most accurate binding free energies – but the least accurate binding enthalpies. The results have implications for the development of improved force fields, and we propose this test set, and potential future elaborations of it, as a powerful validation suite to evaluate new force fields and help guide future force field development. |
format | Online Article Text |
id | pubmed-5606194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American
Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-56061942018-07-15 Evaluating Force Field Performance in Thermodynamic Calculations of Cyclodextrin Host–Guest Binding: Water Models, Partial Charges, and Host Force Field Parameters Henriksen, Niel M. Gilson, Michael K. J Chem Theory Comput [Image: see text] Computational prediction of noncovalent binding free energies with methods based on molecular mechanical force fields has become increasingly routine in drug discovery projects, where they promise to speed the discovery of small molecule ligands to bind targeted proteins with high affinity. Because the reliability of free energy methods still has significant room for improvement, new force fields, or modifications of existing ones, are regularly introduced with the aim of improving the accuracy of molecular simulations. However, comparatively little work has been done to systematically assess how well force fields perform, particularly in relation to the calculation of binding affinities. Hardware advances have made these calculations feasible, but comprehensive force field assessments for protein–ligand sized systems still remain costly. Here, we turn to cyclodextrin host–guest systems, which feature many hallmarks of protein–ligand binding interactions but are generally much more tractable due to their small size. We present absolute binding free energy and enthalpy calculations, using the attach-pull-release (APR) approach, on a set of 43 cyclodextrin-guest pairs for which experimental ITC data are available. The test set comprises both α- and β-cyclodextrin hosts binding a series of small organic guests, each with one of three functional groups: ammonium, alcohol, or carboxylate. Four water models are considered (TIP3P, TIP4Pew, SPC/E, and OPC), along with two partial charge assignment procedures (RESP and AM1-BCC) and two cyclodextrin host force fields. The results suggest a complex set of considerations when choosing a force field for biomolecular simulations. For example, some force field combinations clearly outperform others at the binding enthalpy calculations but not for the binding free energy. Additionally, a force field combination which we expected to be the worst performer gave the most accurate binding free energies – but the least accurate binding enthalpies. The results have implications for the development of improved force fields, and we propose this test set, and potential future elaborations of it, as a powerful validation suite to evaluate new force fields and help guide future force field development. American Chemical Society 2017-07-11 2017-09-12 /pmc/articles/PMC5606194/ /pubmed/28696692 http://dx.doi.org/10.1021/acs.jctc.7b00359 Text en Copyright © 2017 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Henriksen, Niel M. Gilson, Michael K. Evaluating Force Field Performance in Thermodynamic Calculations of Cyclodextrin Host–Guest Binding: Water Models, Partial Charges, and Host Force Field Parameters |
title | Evaluating Force Field Performance in Thermodynamic
Calculations of Cyclodextrin Host–Guest Binding: Water Models,
Partial Charges, and Host Force Field Parameters |
title_full | Evaluating Force Field Performance in Thermodynamic
Calculations of Cyclodextrin Host–Guest Binding: Water Models,
Partial Charges, and Host Force Field Parameters |
title_fullStr | Evaluating Force Field Performance in Thermodynamic
Calculations of Cyclodextrin Host–Guest Binding: Water Models,
Partial Charges, and Host Force Field Parameters |
title_full_unstemmed | Evaluating Force Field Performance in Thermodynamic
Calculations of Cyclodextrin Host–Guest Binding: Water Models,
Partial Charges, and Host Force Field Parameters |
title_short | Evaluating Force Field Performance in Thermodynamic
Calculations of Cyclodextrin Host–Guest Binding: Water Models,
Partial Charges, and Host Force Field Parameters |
title_sort | evaluating force field performance in thermodynamic
calculations of cyclodextrin host–guest binding: water models,
partial charges, and host force field parameters |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5606194/ https://www.ncbi.nlm.nih.gov/pubmed/28696692 http://dx.doi.org/10.1021/acs.jctc.7b00359 |
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