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Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle
Long non-coding RNA (lncRNA) can regulate several aspects of gene expression, being associated with complex phenotypes in humans and livestock species. In taurine beef cattle, recent evidence points to the involvement of lncRNA in feed efficiency (FE), a proxy for increased productivity and sustaina...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565090/ https://www.ncbi.nlm.nih.gov/pubmed/32854445 http://dx.doi.org/10.3390/genes11090997 |
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author | Alexandre, Pâmela A. Reverter, Antonio Berezin, Roberta B. Porto-Neto, Laercio R. Ribeiro, Gabriela Santana, Miguel H. A. Ferraz, José Bento S. Fukumasu, Heidge |
author_facet | Alexandre, Pâmela A. Reverter, Antonio Berezin, Roberta B. Porto-Neto, Laercio R. Ribeiro, Gabriela Santana, Miguel H. A. Ferraz, José Bento S. Fukumasu, Heidge |
author_sort | Alexandre, Pâmela A. |
collection | PubMed |
description | Long non-coding RNA (lncRNA) can regulate several aspects of gene expression, being associated with complex phenotypes in humans and livestock species. In taurine beef cattle, recent evidence points to the involvement of lncRNA in feed efficiency (FE), a proxy for increased productivity and sustainability. Here, we hypothesized specific regulatory roles of lncRNA in FE of indicine cattle. Using RNA-Seq data from the liver, muscle, hypothalamus, pituitary gland and adrenal gland from Nellore bulls with divergent FE, we submitted new transcripts to a series of filters to confidently predict lncRNA. Then, we identified lncRNA that were differentially expressed (DE) and/or key regulators of FE. Finally, we explored lncRNA genomic location and interactions with miRNA and mRNA to infer potential function. We were able to identify 126 relevant lncRNA for FE in Bos indicus, some with high homology to previously identified lncRNA in Bos taurus and some possible specific regulators of FE in indicine cattle. Moreover, lncRNA identified here were linked to previously described mechanisms related to FE in hypothalamus-pituitary-adrenal axis and are expected to help elucidate this complex phenotype. This study contributes to expanding the catalogue of lncRNA, particularly in indicine cattle, and identifies candidates for further studies in animal selection and management. |
format | Online Article Text |
id | pubmed-7565090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75650902020-10-26 Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle Alexandre, Pâmela A. Reverter, Antonio Berezin, Roberta B. Porto-Neto, Laercio R. Ribeiro, Gabriela Santana, Miguel H. A. Ferraz, José Bento S. Fukumasu, Heidge Genes (Basel) Article Long non-coding RNA (lncRNA) can regulate several aspects of gene expression, being associated with complex phenotypes in humans and livestock species. In taurine beef cattle, recent evidence points to the involvement of lncRNA in feed efficiency (FE), a proxy for increased productivity and sustainability. Here, we hypothesized specific regulatory roles of lncRNA in FE of indicine cattle. Using RNA-Seq data from the liver, muscle, hypothalamus, pituitary gland and adrenal gland from Nellore bulls with divergent FE, we submitted new transcripts to a series of filters to confidently predict lncRNA. Then, we identified lncRNA that were differentially expressed (DE) and/or key regulators of FE. Finally, we explored lncRNA genomic location and interactions with miRNA and mRNA to infer potential function. We were able to identify 126 relevant lncRNA for FE in Bos indicus, some with high homology to previously identified lncRNA in Bos taurus and some possible specific regulators of FE in indicine cattle. Moreover, lncRNA identified here were linked to previously described mechanisms related to FE in hypothalamus-pituitary-adrenal axis and are expected to help elucidate this complex phenotype. This study contributes to expanding the catalogue of lncRNA, particularly in indicine cattle, and identifies candidates for further studies in animal selection and management. MDPI 2020-08-25 /pmc/articles/PMC7565090/ /pubmed/32854445 http://dx.doi.org/10.3390/genes11090997 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Alexandre, Pâmela A. Reverter, Antonio Berezin, Roberta B. Porto-Neto, Laercio R. Ribeiro, Gabriela Santana, Miguel H. A. Ferraz, José Bento S. Fukumasu, Heidge Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title | Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title_full | Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title_fullStr | Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title_full_unstemmed | Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title_short | Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle |
title_sort | exploring the regulatory potential of long non-coding rna in feed efficiency of indicine cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565090/ https://www.ncbi.nlm.nih.gov/pubmed/32854445 http://dx.doi.org/10.3390/genes11090997 |
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