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Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics

Capturing the dynamic processes of biomolecular systems in atomistic detail remains difficult despite recent experimental advances. Although molecular dynamics (MD) techniques enable atomic-level observations, simulations of “slow” biomolecular processes (with timescales longer than submilliseconds)...

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Autores principales: Araki, Mitsugu, Matsumoto, Shigeyuki, Bekker, Gert-Jan, Isaka, Yuta, Sagae, Yukari, Kamiya, Narutoshi, Okuno, Yasushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8121818/
https://www.ncbi.nlm.nih.gov/pubmed/33990583
http://dx.doi.org/10.1038/s41467-021-23157-1
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author Araki, Mitsugu
Matsumoto, Shigeyuki
Bekker, Gert-Jan
Isaka, Yuta
Sagae, Yukari
Kamiya, Narutoshi
Okuno, Yasushi
author_facet Araki, Mitsugu
Matsumoto, Shigeyuki
Bekker, Gert-Jan
Isaka, Yuta
Sagae, Yukari
Kamiya, Narutoshi
Okuno, Yasushi
author_sort Araki, Mitsugu
collection PubMed
description Capturing the dynamic processes of biomolecular systems in atomistic detail remains difficult despite recent experimental advances. Although molecular dynamics (MD) techniques enable atomic-level observations, simulations of “slow” biomolecular processes (with timescales longer than submilliseconds) are challenging because of current computer speed limitations. Therefore, we developed a method to accelerate MD simulations by high-frequency ultrasound perturbation. The binding events between the protein CDK2 and its small-molecule inhibitors were nearly undetectable in 100-ns conventional MD, but the method successfully accelerated their slow binding rates by up to 10–20 times. Hypersound-accelerated MD simulations revealed a variety of microscopic kinetic features of the inhibitors on the protein surface, such as the existence of different binding pathways to the active site. Moreover, the simulations allowed the estimation of the corresponding kinetic parameters and exploring other druggable pockets. This method can thus provide deeper insight into the microscopic interactions controlling biomolecular processes.
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spelling pubmed-81218182021-05-18 Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics Araki, Mitsugu Matsumoto, Shigeyuki Bekker, Gert-Jan Isaka, Yuta Sagae, Yukari Kamiya, Narutoshi Okuno, Yasushi Nat Commun Article Capturing the dynamic processes of biomolecular systems in atomistic detail remains difficult despite recent experimental advances. Although molecular dynamics (MD) techniques enable atomic-level observations, simulations of “slow” biomolecular processes (with timescales longer than submilliseconds) are challenging because of current computer speed limitations. Therefore, we developed a method to accelerate MD simulations by high-frequency ultrasound perturbation. The binding events between the protein CDK2 and its small-molecule inhibitors were nearly undetectable in 100-ns conventional MD, but the method successfully accelerated their slow binding rates by up to 10–20 times. Hypersound-accelerated MD simulations revealed a variety of microscopic kinetic features of the inhibitors on the protein surface, such as the existence of different binding pathways to the active site. Moreover, the simulations allowed the estimation of the corresponding kinetic parameters and exploring other druggable pockets. This method can thus provide deeper insight into the microscopic interactions controlling biomolecular processes. Nature Publishing Group UK 2021-05-14 /pmc/articles/PMC8121818/ /pubmed/33990583 http://dx.doi.org/10.1038/s41467-021-23157-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Araki, Mitsugu
Matsumoto, Shigeyuki
Bekker, Gert-Jan
Isaka, Yuta
Sagae, Yukari
Kamiya, Narutoshi
Okuno, Yasushi
Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title_full Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title_fullStr Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title_full_unstemmed Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title_short Exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
title_sort exploring ligand binding pathways on proteins using hypersound-accelerated molecular dynamics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8121818/
https://www.ncbi.nlm.nih.gov/pubmed/33990583
http://dx.doi.org/10.1038/s41467-021-23157-1
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