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Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking
Simulating drug binding and unbinding is a challenge, as the rugged energy landscapes that separate bound and unbound states require extensive sampling that consumes significant computational resources. Here, we describe the use of interactive molecular dynamics in virtual reality (iMD-VR) as an acc...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7065745/ https://www.ncbi.nlm.nih.gov/pubmed/32160194 http://dx.doi.org/10.1371/journal.pone.0228461 |
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author | Deeks, Helen M. Walters, Rebecca K. Hare, Stephanie R. O’Connor, Michael B. Mulholland, Adrian J. Glowacki, David R. |
author_facet | Deeks, Helen M. Walters, Rebecca K. Hare, Stephanie R. O’Connor, Michael B. Mulholland, Adrian J. Glowacki, David R. |
author_sort | Deeks, Helen M. |
collection | PubMed |
description | Simulating drug binding and unbinding is a challenge, as the rugged energy landscapes that separate bound and unbound states require extensive sampling that consumes significant computational resources. Here, we describe the use of interactive molecular dynamics in virtual reality (iMD-VR) as an accurate low-cost strategy for flexible protein-ligand docking. We outline an experimental protocol which enables expert iMD-VR users to guide ligands into and out of the binding pockets of trypsin, neuraminidase, and HIV-1 protease, and recreate their respective crystallographic protein-ligand binding poses within 5–10 minutes. Following a brief training phase, our studies shown that iMD-VR novices were able to generate unbinding and rebinding pathways on similar timescales as iMD-VR experts, with the majority able to recover binding poses within 2.15 Å RMSD of the crystallographic binding pose. These results indicate that iMD-VR affords sufficient control for users to carry out the detailed atomic manipulations required to dock flexible ligands into dynamic enzyme active sites and recover crystallographic poses, offering an interesting new approach for simulating drug docking and generating binding hypotheses. |
format | Online Article Text |
id | pubmed-7065745 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70657452020-03-23 Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking Deeks, Helen M. Walters, Rebecca K. Hare, Stephanie R. O’Connor, Michael B. Mulholland, Adrian J. Glowacki, David R. PLoS One Research Article Simulating drug binding and unbinding is a challenge, as the rugged energy landscapes that separate bound and unbound states require extensive sampling that consumes significant computational resources. Here, we describe the use of interactive molecular dynamics in virtual reality (iMD-VR) as an accurate low-cost strategy for flexible protein-ligand docking. We outline an experimental protocol which enables expert iMD-VR users to guide ligands into and out of the binding pockets of trypsin, neuraminidase, and HIV-1 protease, and recreate their respective crystallographic protein-ligand binding poses within 5–10 minutes. Following a brief training phase, our studies shown that iMD-VR novices were able to generate unbinding and rebinding pathways on similar timescales as iMD-VR experts, with the majority able to recover binding poses within 2.15 Å RMSD of the crystallographic binding pose. These results indicate that iMD-VR affords sufficient control for users to carry out the detailed atomic manipulations required to dock flexible ligands into dynamic enzyme active sites and recover crystallographic poses, offering an interesting new approach for simulating drug docking and generating binding hypotheses. Public Library of Science 2020-03-11 /pmc/articles/PMC7065745/ /pubmed/32160194 http://dx.doi.org/10.1371/journal.pone.0228461 Text en © 2020 Deeks et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Deeks, Helen M. Walters, Rebecca K. Hare, Stephanie R. O’Connor, Michael B. Mulholland, Adrian J. Glowacki, David R. Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title | Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title_full | Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title_fullStr | Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title_full_unstemmed | Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title_short | Interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
title_sort | interactive molecular dynamics in virtual reality for accurate flexible protein-ligand docking |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7065745/ https://www.ncbi.nlm.nih.gov/pubmed/32160194 http://dx.doi.org/10.1371/journal.pone.0228461 |
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