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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...

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Autores principales: Alexandre, Pâmela A., Reverter, Antonio, Berezin, Roberta B., Porto-Neto, Laercio R., Ribeiro, Gabriela, Santana, Miguel H. A., Ferraz, José Bento S., Fukumasu, Heidge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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