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Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing

BACKGROUND: The advent of large-scale gene expression technologies has helped to reveal in eukaryotic cells, the existence of thousands of non-coding transcripts, whose function and significance remain mostly poorly understood. Among these non-coding transcripts, long non-coding RNAs (lncRNAs) are t...

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Autores principales: Billerey, Coline, Boussaha, Mekki, Esquerré, Diane, Rebours, Emmanuelle, Djari, Anis, Meersseman, Cédric, Klopp, Christophe, Gautheret, Daniel, Rocha, Dominique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4073507/
https://www.ncbi.nlm.nih.gov/pubmed/24948191
http://dx.doi.org/10.1186/1471-2164-15-499
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author Billerey, Coline
Boussaha, Mekki
Esquerré, Diane
Rebours, Emmanuelle
Djari, Anis
Meersseman, Cédric
Klopp, Christophe
Gautheret, Daniel
Rocha, Dominique
author_facet Billerey, Coline
Boussaha, Mekki
Esquerré, Diane
Rebours, Emmanuelle
Djari, Anis
Meersseman, Cédric
Klopp, Christophe
Gautheret, Daniel
Rocha, Dominique
author_sort Billerey, Coline
collection PubMed
description BACKGROUND: The advent of large-scale gene expression technologies has helped to reveal in eukaryotic cells, the existence of thousands of non-coding transcripts, whose function and significance remain mostly poorly understood. Among these non-coding transcripts, long non-coding RNAs (lncRNAs) are the least well-studied but are emerging as key regulators of diverse cellular processes. In the present study, we performed a survey in bovine Longissimus thoraci of lincRNAs (long intergenic non-coding RNAs not overlapping protein-coding transcripts). To our knowledge, this represents the first such study in bovine muscle. RESULTS: To identify lincRNAs, we used paired-end RNA sequencing (RNA-Seq) to explore the transcriptomes of Longissimus thoraci from nine Limousin bull calves. Approximately 14–45 million paired-end reads were obtained per library. A total of 30,548 different transcripts were identified. Using a computational pipeline, we defined a stringent set of 584 different lincRNAs with 418 lincRNAs found in all nine muscle samples. Bovine lincRNAs share characteristics seen in their mammalian counterparts: relatively short transcript and gene lengths, low exon number and significantly lower expression, compared to protein-encoding genes. As for the first time, our study identified lincRNAs from nine different samples from the same tissue, it is possible to analyse the inter-individual variability of the gene expression level of the identified lincRNAs. Interestingly, there was a significant difference when we compared the expression variation of the 418 lincRNAs with the 10,775 known selected protein-encoding genes found in all muscle samples. In addition, we found 2,083 pairs of lincRNA/protein-encoding genes showing a highly significant correlated expression. Fourteen lincRNAs were selected and 13 were validated by RT-PCR. Some of the lincRNAs expressed in muscle are located within quantitative trait loci for meat quality traits. CONCLUSIONS: Our study provides a glimpse into the lincRNA content of bovine muscle and will facilitate future experimental studies to unravel the function of these molecules. It may prove useful to elucidate their effect on mechanisms underlying the genetic variability of meat quality traits. This catalog will complement the list of lincRNAs already discovered in cattle and therefore will help to better annotate the bovine genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-499) contains supplementary material, which is available to authorized users.
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spelling pubmed-40735072014-07-01 Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing Billerey, Coline Boussaha, Mekki Esquerré, Diane Rebours, Emmanuelle Djari, Anis Meersseman, Cédric Klopp, Christophe Gautheret, Daniel Rocha, Dominique BMC Genomics Research Article BACKGROUND: The advent of large-scale gene expression technologies has helped to reveal in eukaryotic cells, the existence of thousands of non-coding transcripts, whose function and significance remain mostly poorly understood. Among these non-coding transcripts, long non-coding RNAs (lncRNAs) are the least well-studied but are emerging as key regulators of diverse cellular processes. In the present study, we performed a survey in bovine Longissimus thoraci of lincRNAs (long intergenic non-coding RNAs not overlapping protein-coding transcripts). To our knowledge, this represents the first such study in bovine muscle. RESULTS: To identify lincRNAs, we used paired-end RNA sequencing (RNA-Seq) to explore the transcriptomes of Longissimus thoraci from nine Limousin bull calves. Approximately 14–45 million paired-end reads were obtained per library. A total of 30,548 different transcripts were identified. Using a computational pipeline, we defined a stringent set of 584 different lincRNAs with 418 lincRNAs found in all nine muscle samples. Bovine lincRNAs share characteristics seen in their mammalian counterparts: relatively short transcript and gene lengths, low exon number and significantly lower expression, compared to protein-encoding genes. As for the first time, our study identified lincRNAs from nine different samples from the same tissue, it is possible to analyse the inter-individual variability of the gene expression level of the identified lincRNAs. Interestingly, there was a significant difference when we compared the expression variation of the 418 lincRNAs with the 10,775 known selected protein-encoding genes found in all muscle samples. In addition, we found 2,083 pairs of lincRNA/protein-encoding genes showing a highly significant correlated expression. Fourteen lincRNAs were selected and 13 were validated by RT-PCR. Some of the lincRNAs expressed in muscle are located within quantitative trait loci for meat quality traits. CONCLUSIONS: Our study provides a glimpse into the lincRNA content of bovine muscle and will facilitate future experimental studies to unravel the function of these molecules. It may prove useful to elucidate their effect on mechanisms underlying the genetic variability of meat quality traits. This catalog will complement the list of lincRNAs already discovered in cattle and therefore will help to better annotate the bovine genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-499) contains supplementary material, which is available to authorized users. BioMed Central 2014-06-19 /pmc/articles/PMC4073507/ /pubmed/24948191 http://dx.doi.org/10.1186/1471-2164-15-499 Text en © Billerey et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Billerey, Coline
Boussaha, Mekki
Esquerré, Diane
Rebours, Emmanuelle
Djari, Anis
Meersseman, Cédric
Klopp, Christophe
Gautheret, Daniel
Rocha, Dominique
Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title_full Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title_fullStr Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title_full_unstemmed Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title_short Identification of large intergenic non-coding RNAs in bovine muscle using next-generation transcriptomic sequencing
title_sort identification of large intergenic non-coding rnas in bovine muscle using next-generation transcriptomic sequencing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4073507/
https://www.ncbi.nlm.nih.gov/pubmed/24948191
http://dx.doi.org/10.1186/1471-2164-15-499
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