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Accurate calculation of the absolute free energy of binding for drug molecules
Accurate prediction of binding affinities has been a central goal of computational chemistry for decades, yet remains elusive. Despite good progress, the required accuracy for use in a drug-discovery context has not been consistently achieved for drug-like molecules. Here, we perform absolute free e...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Royal Society of Chemistry
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4700411/ https://www.ncbi.nlm.nih.gov/pubmed/26798447 http://dx.doi.org/10.1039/c5sc02678d |
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author | Aldeghi, Matteo Heifetz, Alexander Bodkin, Michael J. Knapp, Stefan Biggin, Philip C. |
author_facet | Aldeghi, Matteo Heifetz, Alexander Bodkin, Michael J. Knapp, Stefan Biggin, Philip C. |
author_sort | Aldeghi, Matteo |
collection | PubMed |
description | Accurate prediction of binding affinities has been a central goal of computational chemistry for decades, yet remains elusive. Despite good progress, the required accuracy for use in a drug-discovery context has not been consistently achieved for drug-like molecules. Here, we perform absolute free energy calculations based on a thermodynamic cycle for a set of diverse inhibitors binding to bromodomain-containing protein 4 (BRD4) and demonstrate that a mean absolute error of 0.6 kcal mol(–1) can be achieved. We also show a similar level of accuracy (1.0 kcal mol(–1)) can be achieved in pseudo prospective approach. Bromodomains are epigenetic mark readers that recognize acetylation motifs and regulate gene transcription, and are currently being investigated as therapeutic targets for cancer and inflammation. The unprecedented accuracy offers the exciting prospect that the binding free energy of drug-like compounds can be predicted for pharmacologically relevant targets. |
format | Online Article Text |
id | pubmed-4700411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-47004112016-01-19 Accurate calculation of the absolute free energy of binding for drug molecules Aldeghi, Matteo Heifetz, Alexander Bodkin, Michael J. Knapp, Stefan Biggin, Philip C. Chem Sci Chemistry Accurate prediction of binding affinities has been a central goal of computational chemistry for decades, yet remains elusive. Despite good progress, the required accuracy for use in a drug-discovery context has not been consistently achieved for drug-like molecules. Here, we perform absolute free energy calculations based on a thermodynamic cycle for a set of diverse inhibitors binding to bromodomain-containing protein 4 (BRD4) and demonstrate that a mean absolute error of 0.6 kcal mol(–1) can be achieved. We also show a similar level of accuracy (1.0 kcal mol(–1)) can be achieved in pseudo prospective approach. Bromodomains are epigenetic mark readers that recognize acetylation motifs and regulate gene transcription, and are currently being investigated as therapeutic targets for cancer and inflammation. The unprecedented accuracy offers the exciting prospect that the binding free energy of drug-like compounds can be predicted for pharmacologically relevant targets. Royal Society of Chemistry 2016-01-01 2015-09-25 /pmc/articles/PMC4700411/ /pubmed/26798447 http://dx.doi.org/10.1039/c5sc02678d Text en This journal is © The Royal Society of Chemistry 2016 http://creativecommons.org/licenses/by/3.0/ This article is freely available. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence (CC BY 3.0) |
spellingShingle | Chemistry Aldeghi, Matteo Heifetz, Alexander Bodkin, Michael J. Knapp, Stefan Biggin, Philip C. Accurate calculation of the absolute free energy of binding for drug molecules |
title | Accurate calculation of the absolute free energy of binding for drug molecules
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title_full | Accurate calculation of the absolute free energy of binding for drug molecules
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title_fullStr | Accurate calculation of the absolute free energy of binding for drug molecules
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title_full_unstemmed | Accurate calculation of the absolute free energy of binding for drug molecules
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title_short | Accurate calculation of the absolute free energy of binding for drug molecules
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title_sort | accurate calculation of the absolute free energy of binding for drug molecules |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4700411/ https://www.ncbi.nlm.nih.gov/pubmed/26798447 http://dx.doi.org/10.1039/c5sc02678d |
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