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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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. |
format | Online Article Text |
id | pubmed-6244318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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