Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1782327173438242816 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4103595 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT jamrozmichal cabsflexpredictionsofproteinflexibilitycomparedwithnmrensembles AT kolinskiandrzej cabsflexpredictionsofproteinflexibilitycomparedwithnmrensembles AT kmieciksebastian cabsflexpredictionsofproteinflexibilitycomparedwithnmrensembles |