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rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output

Searching for similar sequences in a database via BLAST or a similar tool is one of the most common bioinformatics tasks applied in general, and to non-coding RNAs in particular. However, the results of the search might be difficult to interpret due to the presence of partial matches to the database...

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Autores principales: Schwarz, Marek, Vohradský, Jiří, Modrák, Martin, Pánek, Josef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7401326/
https://www.ncbi.nlm.nih.gov/pubmed/32849767
http://dx.doi.org/10.3389/fgene.2020.00675
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author Schwarz, Marek
Vohradský, Jiří
Modrák, Martin
Pánek, Josef
author_facet Schwarz, Marek
Vohradský, Jiří
Modrák, Martin
Pánek, Josef
author_sort Schwarz, Marek
collection PubMed
description Searching for similar sequences in a database via BLAST or a similar tool is one of the most common bioinformatics tasks applied in general, and to non-coding RNAs in particular. However, the results of the search might be difficult to interpret due to the presence of partial matches to the database subject sequences. Here, we present rboAnalyzer – a tool that helps with interpreting sequence search result by (1) extending partial matches into plausible full-length subject sequences, (2) predicting homology of RNAs represented by full-length subject sequences to the query RNA, (3) pooling information across homologous RNAs found in the search results and public databases such as Rfam to predict more reliable secondary structures for all matches, and (4) contextualizing the matches by providing the prediction results and other relevant information in a rich graphical output. Using predicted full-length matches improves secondary structure prediction and makes rboAnalyzer robust with regards to identification of homology. The output of the tool should help the user to reliably characterize non-coding RNAs in BLAST output. The usefulness of the rboAnalyzer and its ability to correctly extend partial matches to full-length is demonstrated on known homologous RNAs. To allow the user to use custom databases and search options, rboAnalyzer accepts any search results as a text file in the BLAST format. The main output is an interactive HTML page displaying the computed characteristics and other context of the matches. The output can also be exported in an appropriate sequence and/or secondary structure formats.
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spelling pubmed-74013262020-08-25 rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output Schwarz, Marek Vohradský, Jiří Modrák, Martin Pánek, Josef Front Genet Genetics Searching for similar sequences in a database via BLAST or a similar tool is one of the most common bioinformatics tasks applied in general, and to non-coding RNAs in particular. However, the results of the search might be difficult to interpret due to the presence of partial matches to the database subject sequences. Here, we present rboAnalyzer – a tool that helps with interpreting sequence search result by (1) extending partial matches into plausible full-length subject sequences, (2) predicting homology of RNAs represented by full-length subject sequences to the query RNA, (3) pooling information across homologous RNAs found in the search results and public databases such as Rfam to predict more reliable secondary structures for all matches, and (4) contextualizing the matches by providing the prediction results and other relevant information in a rich graphical output. Using predicted full-length matches improves secondary structure prediction and makes rboAnalyzer robust with regards to identification of homology. The output of the tool should help the user to reliably characterize non-coding RNAs in BLAST output. The usefulness of the rboAnalyzer and its ability to correctly extend partial matches to full-length is demonstrated on known homologous RNAs. To allow the user to use custom databases and search options, rboAnalyzer accepts any search results as a text file in the BLAST format. The main output is an interactive HTML page displaying the computed characteristics and other context of the matches. The output can also be exported in an appropriate sequence and/or secondary structure formats. Frontiers Media S.A. 2020-07-28 /pmc/articles/PMC7401326/ /pubmed/32849767 http://dx.doi.org/10.3389/fgene.2020.00675 Text en Copyright © 2020 Schwarz, Vohradský, Modrák and Pánek. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Schwarz, Marek
Vohradský, Jiří
Modrák, Martin
Pánek, Josef
rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title_full rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title_fullStr rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title_full_unstemmed rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title_short rboAnalyzer: A Software to Improve Characterization of Non-coding RNAs From Sequence Database Search Output
title_sort rboanalyzer: a software to improve characterization of non-coding rnas from sequence database search output
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7401326/
https://www.ncbi.nlm.nih.gov/pubmed/32849767
http://dx.doi.org/10.3389/fgene.2020.00675
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