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An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle

Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs...

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Autores principales: De Oliveira, Priscila S. N., Coutinho, Luiz L., Tizioto, Polyana C., Cesar, Aline S. M., de Oliveira, Gabriella B., Diniz, Wellison J. da S., De Lima, Andressa O., Reecy, James M., Mourão, Gerson B., Zerlotini, Adhemar, Regitano, Luciana C. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244318/
https://www.ncbi.nlm.nih.gov/pubmed/30459456
http://dx.doi.org/10.1038/s41598-018-35315-5
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author De Oliveira, Priscila S. N.
Coutinho, Luiz L.
Tizioto, Polyana C.
Cesar, Aline S. M.
de Oliveira, Gabriella B.
Diniz, Wellison J. da S.
De Lima, Andressa O.
Reecy, James M.
Mourão, Gerson B.
Zerlotini, Adhemar
Regitano, Luciana C. A.
author_facet De Oliveira, Priscila S. N.
Coutinho, Luiz L.
Tizioto, Polyana C.
Cesar, Aline S. M.
de Oliveira, Gabriella B.
Diniz, Wellison J. da S.
De Lima, Andressa O.
Reecy, James M.
Mourão, Gerson B.
Zerlotini, Adhemar
Regitano, Luciana C. A.
author_sort De Oliveira, Priscila S. N.
collection PubMed
description Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs expression and weighted gene co-expression network analyses (WGCNA) to better understand the complex interactions between miRNAs and mRNAs expressed in bovine skeletal muscle and liver. MiRNA and mRNA expression data were obtained from Nelore steers that were genetically divergent for RFI (N = 10 [low RFI or feed efficient]; N = 10 [high RFI or feed inefficient]). Differentially expressed and hub miRNAs such as bta-miR-486, bta-miR-7, bta-miR15a, bta-miR-21, bta-miR 29, bta- miR-30b, bta-miR-106b, bta-miR-199a-3p, bta-miR-204, and bta-miR 296 may have a potential role in variation of RFI. Functional enrichment analysis of differentially expressed (DE) miRNA’s target genes and miRNA–mRNA correlated modules revealed that insulin, lipid, immune system, oxidative stress and muscle development signaling pathways might potentially be involved in RFI in this population. Our study identified DE miRNAs, miRNA - mRNA regulatory networks and hub miRNAs related to RFI. These findings suggest a possible role of miRNAs in regulation of RFI, providing new insights into the potential molecular mechanisms that control feed efficiency in Nelore cattle.
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spelling pubmed-62443182018-11-28 An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle De Oliveira, Priscila S. N. Coutinho, Luiz L. Tizioto, Polyana C. Cesar, Aline S. M. de Oliveira, Gabriella B. Diniz, Wellison J. da S. De Lima, Andressa O. Reecy, James M. Mourão, Gerson B. Zerlotini, Adhemar Regitano, Luciana C. A. Sci Rep Article Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs expression and weighted gene co-expression network analyses (WGCNA) to better understand the complex interactions between miRNAs and mRNAs expressed in bovine skeletal muscle and liver. MiRNA and mRNA expression data were obtained from Nelore steers that were genetically divergent for RFI (N = 10 [low RFI or feed efficient]; N = 10 [high RFI or feed inefficient]). Differentially expressed and hub miRNAs such as bta-miR-486, bta-miR-7, bta-miR15a, bta-miR-21, bta-miR 29, bta- miR-30b, bta-miR-106b, bta-miR-199a-3p, bta-miR-204, and bta-miR 296 may have a potential role in variation of RFI. Functional enrichment analysis of differentially expressed (DE) miRNA’s target genes and miRNA–mRNA correlated modules revealed that insulin, lipid, immune system, oxidative stress and muscle development signaling pathways might potentially be involved in RFI in this population. Our study identified DE miRNAs, miRNA - mRNA regulatory networks and hub miRNAs related to RFI. These findings suggest a possible role of miRNAs in regulation of RFI, providing new insights into the potential molecular mechanisms that control feed efficiency in Nelore cattle. Nature Publishing Group UK 2018-11-20 /pmc/articles/PMC6244318/ /pubmed/30459456 http://dx.doi.org/10.1038/s41598-018-35315-5 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
De Oliveira, Priscila S. N.
Coutinho, Luiz L.
Tizioto, Polyana C.
Cesar, Aline S. M.
de Oliveira, Gabriella B.
Diniz, Wellison J. da S.
De Lima, Andressa O.
Reecy, James M.
Mourão, Gerson B.
Zerlotini, Adhemar
Regitano, Luciana C. A.
An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title_full An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title_fullStr An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title_full_unstemmed An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title_short An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle
title_sort integrative transcriptome analysis indicates regulatory mrna-mirna networks for residual feed intake in nelore cattle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244318/
https://www.ncbi.nlm.nih.gov/pubmed/30459456
http://dx.doi.org/10.1038/s41598-018-35315-5
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