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Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix)
BACKGROUND: Mixed solvents MD (MDmix) simulations have proved to be a useful and increasingly accepted technique with several applications in structure-based drug discovery. One of the assumptions behind the methodology is the transferability of free energy values from the simulated cosolvent molecu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bentham Science Publishers
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906626/ https://www.ncbi.nlm.nih.gov/pubmed/34951392 http://dx.doi.org/10.2174/1570163819666211223162829 |
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author | Alvarez-Garcia, Daniel Schmidtke, Peter Cubero, Elena Barril, Xavier |
author_facet | Alvarez-Garcia, Daniel Schmidtke, Peter Cubero, Elena Barril, Xavier |
author_sort | Alvarez-Garcia, Daniel |
collection | PubMed |
description | BACKGROUND: Mixed solvents MD (MDmix) simulations have proved to be a useful and increasingly accepted technique with several applications in structure-based drug discovery. One of the assumptions behind the methodology is the transferability of free energy values from the simulated cosolvent molecules to larger drug-like molecules. However, the binding free energy maps (ΔG(bind)) calculated for the different moieties of the cosolvent molecules (e.g. a hydroxyl map for the ethanol) are largely influenced by the rest of the solvent molecule and do not reflect the intrinsic affinity of the moiety in question. As such, they are hardly transferable to different molecules. METHOD: To achieve transferable energies, we present here a method for decomposing the molecular binding free energy into accurate atomic contributions. RESULTS: We demonstrate with two qualitative visual examples how the corrected energy maps better match known binding hotspots and how they can reveal hidden hotspots with actual drug design potential. CONCLUSION: Atomic decomposition of binding free energies derived from MDmix simulations provides transferable and quantitative binding free energy maps. |
format | Online Article Text |
id | pubmed-9906626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Bentham Science Publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-99066262023-02-16 Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) Alvarez-Garcia, Daniel Schmidtke, Peter Cubero, Elena Barril, Xavier Curr Drug Discov Technol Drug Design and Discovery BACKGROUND: Mixed solvents MD (MDmix) simulations have proved to be a useful and increasingly accepted technique with several applications in structure-based drug discovery. One of the assumptions behind the methodology is the transferability of free energy values from the simulated cosolvent molecules to larger drug-like molecules. However, the binding free energy maps (ΔG(bind)) calculated for the different moieties of the cosolvent molecules (e.g. a hydroxyl map for the ethanol) are largely influenced by the rest of the solvent molecule and do not reflect the intrinsic affinity of the moiety in question. As such, they are hardly transferable to different molecules. METHOD: To achieve transferable energies, we present here a method for decomposing the molecular binding free energy into accurate atomic contributions. RESULTS: We demonstrate with two qualitative visual examples how the corrected energy maps better match known binding hotspots and how they can reveal hidden hotspots with actual drug design potential. CONCLUSION: Atomic decomposition of binding free energies derived from MDmix simulations provides transferable and quantitative binding free energy maps. Bentham Science Publishers 2022-03-28 2022-03-28 /pmc/articles/PMC9906626/ /pubmed/34951392 http://dx.doi.org/10.2174/1570163819666211223162829 Text en © 2022 Bentham Science Publishers https://creativecommons.org/licenses/by/4.0/© 2022 The Author(s). Published by Bentham Science Publisher. This is an open access article published under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/legalcode) |
spellingShingle | Drug Design and Discovery Alvarez-Garcia, Daniel Schmidtke, Peter Cubero, Elena Barril, Xavier Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title | Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title_full | Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title_fullStr | Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title_full_unstemmed | Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title_short | Extracting Atomic Contributions to Binding Free Energy using Molecular Dynamics Simulations with Mixed Solvents (MDmix) |
title_sort | extracting atomic contributions to binding free energy using molecular dynamics simulations with mixed solvents (mdmix) |
topic | Drug Design and Discovery |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906626/ https://www.ncbi.nlm.nih.gov/pubmed/34951392 http://dx.doi.org/10.2174/1570163819666211223162829 |
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