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Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation
Absolute binding free energy calculations with explicit solvent molecular simulations can provide estimates of protein-ligand affinities, and thus reduce the time and costs needed to find new drug candidates. However, these calculations can be complex to implement and perform. Here, we introduce the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806944/ https://www.ncbi.nlm.nih.gov/pubmed/33441879 http://dx.doi.org/10.1038/s41598-020-80769-1 |
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author | Heinzelmann, Germano Gilson, Michael K. |
author_facet | Heinzelmann, Germano Gilson, Michael K. |
author_sort | Heinzelmann, Germano |
collection | PubMed |
description | Absolute binding free energy calculations with explicit solvent molecular simulations can provide estimates of protein-ligand affinities, and thus reduce the time and costs needed to find new drug candidates. However, these calculations can be complex to implement and perform. Here, we introduce the software BAT.py, a Python tool that invokes the AMBER simulation package to automate the calculation of binding free energies for a protein with a series of ligands. The software supports the attach-pull-release (APR) and double decoupling (DD) binding free energy methods, as well as the simultaneous decoupling-recoupling (SDR) method, a variant of double decoupling that avoids numerical artifacts associated with charged ligands. We report encouraging initial test applications of this software both to re-rank docked poses and to estimate overall binding free energies. We also show that it is practical to carry out these calculations cheaply by using graphical processing units in common machines that can be built for this purpose. The combination of automation and low cost positions this procedure to be applied in a relatively high-throughput mode and thus stands to enable new applications in early-stage drug discovery. |
format | Online Article Text |
id | pubmed-7806944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78069442021-01-14 Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation Heinzelmann, Germano Gilson, Michael K. Sci Rep Article Absolute binding free energy calculations with explicit solvent molecular simulations can provide estimates of protein-ligand affinities, and thus reduce the time and costs needed to find new drug candidates. However, these calculations can be complex to implement and perform. Here, we introduce the software BAT.py, a Python tool that invokes the AMBER simulation package to automate the calculation of binding free energies for a protein with a series of ligands. The software supports the attach-pull-release (APR) and double decoupling (DD) binding free energy methods, as well as the simultaneous decoupling-recoupling (SDR) method, a variant of double decoupling that avoids numerical artifacts associated with charged ligands. We report encouraging initial test applications of this software both to re-rank docked poses and to estimate overall binding free energies. We also show that it is practical to carry out these calculations cheaply by using graphical processing units in common machines that can be built for this purpose. The combination of automation and low cost positions this procedure to be applied in a relatively high-throughput mode and thus stands to enable new applications in early-stage drug discovery. Nature Publishing Group UK 2021-01-13 /pmc/articles/PMC7806944/ /pubmed/33441879 http://dx.doi.org/10.1038/s41598-020-80769-1 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Heinzelmann, Germano Gilson, Michael K. Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title | Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title_full | Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title_fullStr | Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title_full_unstemmed | Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title_short | Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
title_sort | automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806944/ https://www.ncbi.nlm.nih.gov/pubmed/33441879 http://dx.doi.org/10.1038/s41598-020-80769-1 |
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