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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology (RNCSB) Organization
2013
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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 |
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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 |
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