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Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes
BACKGROUND: Efficiency of feed utilization is important for animal production because it can reduce greenhouse gas emissions and improve industry profitability. However, the genetic basis of feed utilization in livestock remains poorly understood. Recent developments in molecular genetics, such as p...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4381482/ https://www.ncbi.nlm.nih.gov/pubmed/25887532 http://dx.doi.org/10.1186/s12864-015-1464-x |
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author | Tizioto, Polyana C Coutinho, Luiz L Decker, Jared E Schnabel, Robert D Rosa, Kamila O Oliveira, Priscila SN Souza, Marcela M Mourão, Gerson B Tullio, Rymer R Chaves, Amália S Lanna, Dante PD Zerlotini-Neto, Adhemar Mudadu, Mauricio A Taylor, Jeremy F Regitano, Luciana CA |
author_facet | Tizioto, Polyana C Coutinho, Luiz L Decker, Jared E Schnabel, Robert D Rosa, Kamila O Oliveira, Priscila SN Souza, Marcela M Mourão, Gerson B Tullio, Rymer R Chaves, Amália S Lanna, Dante PD Zerlotini-Neto, Adhemar Mudadu, Mauricio A Taylor, Jeremy F Regitano, Luciana CA |
author_sort | Tizioto, Polyana C |
collection | PubMed |
description | BACKGROUND: Efficiency of feed utilization is important for animal production because it can reduce greenhouse gas emissions and improve industry profitability. However, the genetic basis of feed utilization in livestock remains poorly understood. Recent developments in molecular genetics, such as platforms for genome-wide genotyping and sequencing, provide an opportunity to identify genes and pathways that influence production traits. It is known that transcriptional networks influence feed efficiency-related traits such as growth and energy balance. This study sought to identify differentially expressed genes in animals genetically divergent for Residual Feed Intake (RFI), using RNA sequencing methodology (RNA-seq) to obtain information from genome-wide expression profiles in the liver tissues of Nelore cattle. RESULTS: Differential gene expression analysis between high Residual Feed Intake (HRFI, inefficient) and low Residual Feed Intake (LRFI, efficient) groups was performed to provide insights into the molecular mechanisms that underlie feed efficiency-related traits in beef cattle. A total of 112 annotated genes were identified as being differentially expressed between animals with divergent RFI phenotypes. These genes are involved in ion transport and metal ion binding; act as membrane or transmembrane proteins; and belong to gene clusters that are likely related to the transport and catalysis of molecules through the cell membrane and essential mechanisms of nutrient absorption. Genes with functions in cellular signaling, growth and proliferation, cell death and survival were also differentially expressed. Among the over-represented pathways were drug or xenobiotic metabolism, complement and coagulation cascades, NRF2-mediated oxidative stress, melatonin degradation and glutathione metabolism. CONCLUSIONS: Our data provide new insights and perspectives on the genetic basis of feed efficiency in cattle. Some previously identified mechanisms were supported and new pathways controlling feed efficiency in Nelore cattle were discovered. We potentially identified genes and pathways that play key roles in hepatic metabolic adaptations to oxidative stress such as those involved in antioxidant mechanisms. These results improve our understanding of the metabolic mechanisms underlying feed efficiency in beef cattle and will help develop strategies for selection towards the desired phenotype. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1464-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4381482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43814822015-04-02 Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes Tizioto, Polyana C Coutinho, Luiz L Decker, Jared E Schnabel, Robert D Rosa, Kamila O Oliveira, Priscila SN Souza, Marcela M Mourão, Gerson B Tullio, Rymer R Chaves, Amália S Lanna, Dante PD Zerlotini-Neto, Adhemar Mudadu, Mauricio A Taylor, Jeremy F Regitano, Luciana CA BMC Genomics Research Article BACKGROUND: Efficiency of feed utilization is important for animal production because it can reduce greenhouse gas emissions and improve industry profitability. However, the genetic basis of feed utilization in livestock remains poorly understood. Recent developments in molecular genetics, such as platforms for genome-wide genotyping and sequencing, provide an opportunity to identify genes and pathways that influence production traits. It is known that transcriptional networks influence feed efficiency-related traits such as growth and energy balance. This study sought to identify differentially expressed genes in animals genetically divergent for Residual Feed Intake (RFI), using RNA sequencing methodology (RNA-seq) to obtain information from genome-wide expression profiles in the liver tissues of Nelore cattle. RESULTS: Differential gene expression analysis between high Residual Feed Intake (HRFI, inefficient) and low Residual Feed Intake (LRFI, efficient) groups was performed to provide insights into the molecular mechanisms that underlie feed efficiency-related traits in beef cattle. A total of 112 annotated genes were identified as being differentially expressed between animals with divergent RFI phenotypes. These genes are involved in ion transport and metal ion binding; act as membrane or transmembrane proteins; and belong to gene clusters that are likely related to the transport and catalysis of molecules through the cell membrane and essential mechanisms of nutrient absorption. Genes with functions in cellular signaling, growth and proliferation, cell death and survival were also differentially expressed. Among the over-represented pathways were drug or xenobiotic metabolism, complement and coagulation cascades, NRF2-mediated oxidative stress, melatonin degradation and glutathione metabolism. CONCLUSIONS: Our data provide new insights and perspectives on the genetic basis of feed efficiency in cattle. Some previously identified mechanisms were supported and new pathways controlling feed efficiency in Nelore cattle were discovered. We potentially identified genes and pathways that play key roles in hepatic metabolic adaptations to oxidative stress such as those involved in antioxidant mechanisms. These results improve our understanding of the metabolic mechanisms underlying feed efficiency in beef cattle and will help develop strategies for selection towards the desired phenotype. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1464-x) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-25 /pmc/articles/PMC4381482/ /pubmed/25887532 http://dx.doi.org/10.1186/s12864-015-1464-x Text en © Tizioto et al.; licensee Biomed Central. 2015 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 Tizioto, Polyana C Coutinho, Luiz L Decker, Jared E Schnabel, Robert D Rosa, Kamila O Oliveira, Priscila SN Souza, Marcela M Mourão, Gerson B Tullio, Rymer R Chaves, Amália S Lanna, Dante PD Zerlotini-Neto, Adhemar Mudadu, Mauricio A Taylor, Jeremy F Regitano, Luciana CA Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title | Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title_full | Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title_fullStr | Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title_full_unstemmed | Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title_short | Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes |
title_sort | global liver gene expression differences in nelore steers with divergent residual feed intake phenotypes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4381482/ https://www.ncbi.nlm.nih.gov/pubmed/25887532 http://dx.doi.org/10.1186/s12864-015-1464-x |
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