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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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Autores principales: Bakhtiarizadeh, Mohammad Reza, Salehi, Abdolreza, Rivera, Rocío Melissa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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.
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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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