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CABS-flex predictions of protein flexibility compared with NMR ensembles

Motivation: Identification of flexible regions of protein structures is important for understanding of their biological functions. Recently, we have developed a fast approach for predicting protein structure fluctuations from a single protein model: the CABS-flex. CABS-flex was shown to be an effici...

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Detalles Bibliográficos
Autores principales: Jamroz, Michal, Kolinski, Andrzej, Kmiecik, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4103595/
https://www.ncbi.nlm.nih.gov/pubmed/24735558
http://dx.doi.org/10.1093/bioinformatics/btu184
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author Jamroz, Michal
Kolinski, Andrzej
Kmiecik, Sebastian
author_facet Jamroz, Michal
Kolinski, Andrzej
Kmiecik, Sebastian
author_sort Jamroz, Michal
collection PubMed
description Motivation: Identification of flexible regions of protein structures is important for understanding of their biological functions. Recently, we have developed a fast approach for predicting protein structure fluctuations from a single protein model: the CABS-flex. CABS-flex was shown to be an efficient alternative to conventional all-atom molecular dynamics (MD). In this work, we evaluate CABS-flex and MD predictions by comparison with protein structural variations within NMR ensembles. Results: Based on a benchmark set of 140 proteins, we show that the relative fluctuations of protein residues obtained from CABS-flex are well correlated to those of NMR ensembles. On average, this correlation is stronger than that between MD and NMR ensembles. In conclusion, CABS-flex is useful and complementary to MD in predicting protein regions that undergo conformational changes as well as the extent of such changes. Availability and implementation: The CABS-flex is freely available to all users at http://biocomp.chem.uw.edu.pl/CABSflex. Contact: sekmi@chem.uw.edu.pl Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-41035952014-07-18 CABS-flex predictions of protein flexibility compared with NMR ensembles Jamroz, Michal Kolinski, Andrzej Kmiecik, Sebastian Bioinformatics Original Papers Motivation: Identification of flexible regions of protein structures is important for understanding of their biological functions. Recently, we have developed a fast approach for predicting protein structure fluctuations from a single protein model: the CABS-flex. CABS-flex was shown to be an efficient alternative to conventional all-atom molecular dynamics (MD). In this work, we evaluate CABS-flex and MD predictions by comparison with protein structural variations within NMR ensembles. Results: Based on a benchmark set of 140 proteins, we show that the relative fluctuations of protein residues obtained from CABS-flex are well correlated to those of NMR ensembles. On average, this correlation is stronger than that between MD and NMR ensembles. In conclusion, CABS-flex is useful and complementary to MD in predicting protein regions that undergo conformational changes as well as the extent of such changes. Availability and implementation: The CABS-flex is freely available to all users at http://biocomp.chem.uw.edu.pl/CABSflex. Contact: sekmi@chem.uw.edu.pl Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2014-08-01 2014-05-02 /pmc/articles/PMC4103595/ /pubmed/24735558 http://dx.doi.org/10.1093/bioinformatics/btu184 Text en © The Author 2014. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Jamroz, Michal
Kolinski, Andrzej
Kmiecik, Sebastian
CABS-flex predictions of protein flexibility compared with NMR ensembles
title CABS-flex predictions of protein flexibility compared with NMR ensembles
title_full CABS-flex predictions of protein flexibility compared with NMR ensembles
title_fullStr CABS-flex predictions of protein flexibility compared with NMR ensembles
title_full_unstemmed CABS-flex predictions of protein flexibility compared with NMR ensembles
title_short CABS-flex predictions of protein flexibility compared with NMR ensembles
title_sort cabs-flex predictions of protein flexibility compared with nmr ensembles
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4103595/
https://www.ncbi.nlm.nih.gov/pubmed/24735558
http://dx.doi.org/10.1093/bioinformatics/btu184
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