Cargando…

A method to predict edge strands in beta-sheets from protein sequences

There is a need for rules allowing three-dimensional structure information to be derived from protein sequences. In this work, consideration of an elementary protein folding step allows protein sub-sequences which optimize folding to be derived for any given protein sequence. Classical mechanics app...

Descripción completa

Detalles Bibliográficos
Autores principales: Guilloux, Antonin, Caudron, Bernard, Jestin, Jean-Luc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology (RNCSB) Organization 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3962219/
https://www.ncbi.nlm.nih.gov/pubmed/24688737
http://dx.doi.org/10.5936/csbj.201305001
_version_ 1782308401884168192
author Guilloux, Antonin
Caudron, Bernard
Jestin, Jean-Luc
author_facet Guilloux, Antonin
Caudron, Bernard
Jestin, Jean-Luc
author_sort Guilloux, Antonin
collection PubMed
description There is a need for rules allowing three-dimensional structure information to be derived from protein sequences. In this work, consideration of an elementary protein folding step allows protein sub-sequences which optimize folding to be derived for any given protein sequence. Classical mechanics applied to this system and the energy conservation law during the elementary folding step yields an equation whose solutions are taken over the field of rational numbers. This formalism is applied to beta-sheets containing two edge strands and at least two central strands. The number of protein sub-sequences optimized for folding per amino acid in beta-strands is shown in particular to predict edge strands from protein sequences. Topological information on beta-strands and loops connecting them is derived for protein sequences with a prediction accuracy of 75%. The statistical significance of the finding is given. Applications in protein structure prediction are envisioned such as for the quality assessment of protein structure models.
format Online
Article
Text
id pubmed-3962219
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Research Network of Computational and Structural Biotechnology (RNCSB) Organization
record_format MEDLINE/PubMed
spelling pubmed-39622192014-03-31 A method to predict edge strands in beta-sheets from protein sequences Guilloux, Antonin Caudron, Bernard Jestin, Jean-Luc Comput Struct Biotechnol J Research Articles There is a need for rules allowing three-dimensional structure information to be derived from protein sequences. In this work, consideration of an elementary protein folding step allows protein sub-sequences which optimize folding to be derived for any given protein sequence. Classical mechanics applied to this system and the energy conservation law during the elementary folding step yields an equation whose solutions are taken over the field of rational numbers. This formalism is applied to beta-sheets containing two edge strands and at least two central strands. The number of protein sub-sequences optimized for folding per amino acid in beta-strands is shown in particular to predict edge strands from protein sequences. Topological information on beta-strands and loops connecting them is derived for protein sequences with a prediction accuracy of 75%. The statistical significance of the finding is given. Applications in protein structure prediction are envisioned such as for the quality assessment of protein structure models. Research Network of Computational and Structural Biotechnology (RNCSB) Organization 2013-06-19 /pmc/articles/PMC3962219/ /pubmed/24688737 http://dx.doi.org/10.5936/csbj.201305001 Text en © Guilloux et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly cited.
spellingShingle Research Articles
Guilloux, Antonin
Caudron, Bernard
Jestin, Jean-Luc
A method to predict edge strands in beta-sheets from protein sequences
title A method to predict edge strands in beta-sheets from protein sequences
title_full A method to predict edge strands in beta-sheets from protein sequences
title_fullStr A method to predict edge strands in beta-sheets from protein sequences
title_full_unstemmed A method to predict edge strands in beta-sheets from protein sequences
title_short A method to predict edge strands in beta-sheets from protein sequences
title_sort method to predict edge strands in beta-sheets from protein sequences
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3962219/
https://www.ncbi.nlm.nih.gov/pubmed/24688737
http://dx.doi.org/10.5936/csbj.201305001
work_keys_str_mv AT guillouxantonin amethodtopredictedgestrandsinbetasheetsfromproteinsequences
AT caudronbernard amethodtopredictedgestrandsinbetasheetsfromproteinsequences
AT jestinjeanluc amethodtopredictedgestrandsinbetasheetsfromproteinsequences
AT guillouxantonin methodtopredictedgestrandsinbetasheetsfromproteinsequences
AT caudronbernard methodtopredictedgestrandsinbetasheetsfromproteinsequences
AT jestinjeanluc methodtopredictedgestrandsinbetasheetsfromproteinsequences