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ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution

SUMMARY: Efficient sampling of conformational space is essential for elucidating functional/allosteric mechanisms of proteins and generating ensembles of conformers for docking applications. However, unbiased sampling is still a challenge especially for highly flexible and/or large systems. To addre...

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Detalles Bibliográficos
Autores principales: Kaynak, Burak T, Zhang, She, Bahar, Ivet, Doruker, Pemra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570821/
https://www.ncbi.nlm.nih.gov/pubmed/34240100
http://dx.doi.org/10.1093/bioinformatics/btab496
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author Kaynak, Burak T
Zhang, She
Bahar, Ivet
Doruker, Pemra
author_facet Kaynak, Burak T
Zhang, She
Bahar, Ivet
Doruker, Pemra
author_sort Kaynak, Burak T
collection PubMed
description SUMMARY: Efficient sampling of conformational space is essential for elucidating functional/allosteric mechanisms of proteins and generating ensembles of conformers for docking applications. However, unbiased sampling is still a challenge especially for highly flexible and/or large systems. To address this challenge, we describe a new implementation of our computationally efficient algorithm ClustENMD that is integrated with ProDy and OpenMM softwares. This hybrid method performs iterative cycles of conformer generation using elastic network model for deformations along global modes, followed by clustering and short molecular dynamics simulations. ProDy framework enables full automation and analysis of generated conformers and visualization of their distributions in the essential subspace. AVAILABILITY AND IMPLEMENTATION: ClustENMD is open-source and freely available under MIT License from https://github.com/prody/ProDy. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-85708212021-11-08 ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution Kaynak, Burak T Zhang, She Bahar, Ivet Doruker, Pemra Bioinformatics Applications Notes SUMMARY: Efficient sampling of conformational space is essential for elucidating functional/allosteric mechanisms of proteins and generating ensembles of conformers for docking applications. However, unbiased sampling is still a challenge especially for highly flexible and/or large systems. To address this challenge, we describe a new implementation of our computationally efficient algorithm ClustENMD that is integrated with ProDy and OpenMM softwares. This hybrid method performs iterative cycles of conformer generation using elastic network model for deformations along global modes, followed by clustering and short molecular dynamics simulations. ProDy framework enables full automation and analysis of generated conformers and visualization of their distributions in the essential subspace. AVAILABILITY AND IMPLEMENTATION: ClustENMD is open-source and freely available under MIT License from https://github.com/prody/ProDy. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-07-08 /pmc/articles/PMC8570821/ /pubmed/34240100 http://dx.doi.org/10.1093/bioinformatics/btab496 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Kaynak, Burak T
Zhang, She
Bahar, Ivet
Doruker, Pemra
ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title_full ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title_fullStr ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title_full_unstemmed ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title_short ClustENMD: efficient sampling of biomolecular conformational space at atomic resolution
title_sort clustenmd: efficient sampling of biomolecular conformational space at atomic resolution
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570821/
https://www.ncbi.nlm.nih.gov/pubmed/34240100
http://dx.doi.org/10.1093/bioinformatics/btab496
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