Cargando…

A novel approach to represent and compare RNA secondary structures

Structural information is crucial in ribonucleic acid (RNA) analysis and functional annotation; nevertheless, how to include such structural data is still a debated problem. Dot-bracket notation is the most common and simple representation for RNA secondary structures but its simplicity leads also t...

Descripción completa

Detalles Bibliográficos
Autores principales: Mattei, Eugenio, Ausiello, Gabriele, Ferrè, Fabrizio, Helmer-Citterich, Manuela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4041456/
https://www.ncbi.nlm.nih.gov/pubmed/24753415
http://dx.doi.org/10.1093/nar/gku283
_version_ 1782318680928944128
author Mattei, Eugenio
Ausiello, Gabriele
Ferrè, Fabrizio
Helmer-Citterich, Manuela
author_facet Mattei, Eugenio
Ausiello, Gabriele
Ferrè, Fabrizio
Helmer-Citterich, Manuela
author_sort Mattei, Eugenio
collection PubMed
description Structural information is crucial in ribonucleic acid (RNA) analysis and functional annotation; nevertheless, how to include such structural data is still a debated problem. Dot-bracket notation is the most common and simple representation for RNA secondary structures but its simplicity leads also to ambiguity requiring further processing steps to dissolve. Here we present BEAR (Brand nEw Alphabet for RNA), a new context-aware structural encoding represented by a string of characters. Each character in BEAR encodes for a specific secondary structure element (loop, stem, bulge and internal loop) with specific length. Furthermore, exploiting this informative and yet simple encoding in multiple alignments of related RNAs, we captured how much structural variation is tolerated in RNA families and convert it into transition rates among secondary structure elements. This allowed us to compute a substitution matrix for secondary structure elements called MBR (Matrix of BEAR-encoded RNA secondary structures), of which we tested the ability in aligning RNA secondary structures. We propose BEAR and the MBR as powerful resources for the RNA secondary structure analysis, comparison and classification, motif finding and phylogeny.
format Online
Article
Text
id pubmed-4041456
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-40414562014-06-11 A novel approach to represent and compare RNA secondary structures Mattei, Eugenio Ausiello, Gabriele Ferrè, Fabrizio Helmer-Citterich, Manuela Nucleic Acids Res Computational Biology Structural information is crucial in ribonucleic acid (RNA) analysis and functional annotation; nevertheless, how to include such structural data is still a debated problem. Dot-bracket notation is the most common and simple representation for RNA secondary structures but its simplicity leads also to ambiguity requiring further processing steps to dissolve. Here we present BEAR (Brand nEw Alphabet for RNA), a new context-aware structural encoding represented by a string of characters. Each character in BEAR encodes for a specific secondary structure element (loop, stem, bulge and internal loop) with specific length. Furthermore, exploiting this informative and yet simple encoding in multiple alignments of related RNAs, we captured how much structural variation is tolerated in RNA families and convert it into transition rates among secondary structure elements. This allowed us to compute a substitution matrix for secondary structure elements called MBR (Matrix of BEAR-encoded RNA secondary structures), of which we tested the ability in aligning RNA secondary structures. We propose BEAR and the MBR as powerful resources for the RNA secondary structure analysis, comparison and classification, motif finding and phylogeny. Oxford University Press 2014-06-01 2014-04-21 /pmc/articles/PMC4041456/ /pubmed/24753415 http://dx.doi.org/10.1093/nar/gku283 Text en © The Author(s) 2014. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/3.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
Mattei, Eugenio
Ausiello, Gabriele
Ferrè, Fabrizio
Helmer-Citterich, Manuela
A novel approach to represent and compare RNA secondary structures
title A novel approach to represent and compare RNA secondary structures
title_full A novel approach to represent and compare RNA secondary structures
title_fullStr A novel approach to represent and compare RNA secondary structures
title_full_unstemmed A novel approach to represent and compare RNA secondary structures
title_short A novel approach to represent and compare RNA secondary structures
title_sort novel approach to represent and compare rna secondary structures
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4041456/
https://www.ncbi.nlm.nih.gov/pubmed/24753415
http://dx.doi.org/10.1093/nar/gku283
work_keys_str_mv AT matteieugenio anovelapproachtorepresentandcomparernasecondarystructures
AT ausiellogabriele anovelapproachtorepresentandcomparernasecondarystructures
AT ferrefabrizio anovelapproachtorepresentandcomparernasecondarystructures
AT helmercitterichmanuela anovelapproachtorepresentandcomparernasecondarystructures
AT matteieugenio novelapproachtorepresentandcomparernasecondarystructures
AT ausiellogabriele novelapproachtorepresentandcomparernasecondarystructures
AT ferrefabrizio novelapproachtorepresentandcomparernasecondarystructures
AT helmercitterichmanuela novelapproachtorepresentandcomparernasecondarystructures