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Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing
RNA editing increases the diversity of the transcriptome and proteome. Adenosine-to-inosine (A-to-I) editing is the predominant type of RNA editing in mammals and it is catalyzed by the adenosine deaminases acting on RNA (ADARs) family. Here, we used a largescale computational analysis of transcript...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5823453/ https://www.ncbi.nlm.nih.gov/pubmed/29470549 http://dx.doi.org/10.1371/journal.pone.0193316 |
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author | Bakhtiarizadeh, Mohammad Reza Salehi, Abdolreza Rivera, Rocío Melissa |
author_facet | Bakhtiarizadeh, Mohammad Reza Salehi, Abdolreza Rivera, Rocío Melissa |
author_sort | Bakhtiarizadeh, Mohammad Reza |
collection | PubMed |
description | RNA editing increases the diversity of the transcriptome and proteome. Adenosine-to-inosine (A-to-I) editing is the predominant type of RNA editing in mammals and it is catalyzed by the adenosine deaminases acting on RNA (ADARs) family. Here, we used a largescale computational analysis of transcriptomic data from brain, heart, colon, lung, spleen, kidney, testes, skeletal muscle and liver, from three adult animals in order to identify RNA editing sites in bovine. We developed a computational pipeline and used a rigorous strategy to identify novel editing sites from RNA-Seq data in the absence of corresponding DNA sequence information. Our methods take into account sequencing errors, mapping bias, as well as biological replication to reduce the probability of obtaining a false-positive result. We conducted a detailed characterization of sequence and structural features related to novel candidate sites and found 1,600 novel canonical A-to-I editing sites in the nine bovine tissues analyzed. Results show that these sites 1) occur frequently in clusters and short interspersed nuclear elements (SINE) repeats, 2) have a preference for guanines depletion/enrichment in the flanking 5′/3′ nucleotide, 3) occur less often in coding sequences than other regions of the genome, and 4) have low evolutionary conservation. Further, we found that a positive correlation exists between expression of ADAR family members and tissue-specific RNA editing. Most of the genes with predicted A-to-I editing in each tissue were significantly enriched in biological terms relevant to the function of the corresponding tissue. Lastly, the results highlight the importance of the RNA editome in nervous system regulation. The present study extends the list of RNA editing sites in bovine and provides pipelines that may be used to investigate the editome in other organisms. |
format | Online Article Text |
id | pubmed-5823453 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58234532018-03-15 Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing Bakhtiarizadeh, Mohammad Reza Salehi, Abdolreza Rivera, Rocío Melissa PLoS One Research Article RNA editing increases the diversity of the transcriptome and proteome. Adenosine-to-inosine (A-to-I) editing is the predominant type of RNA editing in mammals and it is catalyzed by the adenosine deaminases acting on RNA (ADARs) family. Here, we used a largescale computational analysis of transcriptomic data from brain, heart, colon, lung, spleen, kidney, testes, skeletal muscle and liver, from three adult animals in order to identify RNA editing sites in bovine. We developed a computational pipeline and used a rigorous strategy to identify novel editing sites from RNA-Seq data in the absence of corresponding DNA sequence information. Our methods take into account sequencing errors, mapping bias, as well as biological replication to reduce the probability of obtaining a false-positive result. We conducted a detailed characterization of sequence and structural features related to novel candidate sites and found 1,600 novel canonical A-to-I editing sites in the nine bovine tissues analyzed. Results show that these sites 1) occur frequently in clusters and short interspersed nuclear elements (SINE) repeats, 2) have a preference for guanines depletion/enrichment in the flanking 5′/3′ nucleotide, 3) occur less often in coding sequences than other regions of the genome, and 4) have low evolutionary conservation. Further, we found that a positive correlation exists between expression of ADAR family members and tissue-specific RNA editing. Most of the genes with predicted A-to-I editing in each tissue were significantly enriched in biological terms relevant to the function of the corresponding tissue. Lastly, the results highlight the importance of the RNA editome in nervous system regulation. The present study extends the list of RNA editing sites in bovine and provides pipelines that may be used to investigate the editome in other organisms. Public Library of Science 2018-02-22 /pmc/articles/PMC5823453/ /pubmed/29470549 http://dx.doi.org/10.1371/journal.pone.0193316 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Bakhtiarizadeh, Mohammad Reza Salehi, Abdolreza Rivera, Rocío Melissa Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title | Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title_full | Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title_fullStr | Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title_full_unstemmed | Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title_short | Genome-wide identification and analysis of A-to-I RNA editing events in bovine by transcriptome sequencing |
title_sort | genome-wide identification and analysis of a-to-i rna editing events in bovine by transcriptome sequencing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5823453/ https://www.ncbi.nlm.nih.gov/pubmed/29470549 http://dx.doi.org/10.1371/journal.pone.0193316 |
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