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The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency
BACKGROUND: Feed efficiency is an important economic and environmental trait in beef production, which can be measured in terms of residual feed intake (RFI). Cattle selected for low-RFI (feed efficient) have similar production levels but decreased feed intake, while also emitting less methane. RFI...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6593537/ https://www.ncbi.nlm.nih.gov/pubmed/31242854 http://dx.doi.org/10.1186/s12864-019-5906-8 |
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author | Higgins, Marc G. Kenny, David A. Fitzsimons, Claire Blackshields, Gordon Coyle, Séan McKenna, Clare McGee, Mark Morris, Derek W. Waters, Sinéad M. |
author_facet | Higgins, Marc G. Kenny, David A. Fitzsimons, Claire Blackshields, Gordon Coyle, Séan McKenna, Clare McGee, Mark Morris, Derek W. Waters, Sinéad M. |
author_sort | Higgins, Marc G. |
collection | PubMed |
description | BACKGROUND: Feed efficiency is an important economic and environmental trait in beef production, which can be measured in terms of residual feed intake (RFI). Cattle selected for low-RFI (feed efficient) have similar production levels but decreased feed intake, while also emitting less methane. RFI is difficult and expensive to measure and is not widely adopted in beef production systems. However, development of DNA-based biomarkers for RFI may facilitate its adoption in genomic-assisted breeding programmes. Cattle have been shown to re-rank in terms of RFI across diets and age, while also RFI varies by breed. Therefore, we used RNA-Seq technology to investigate the hepatic transcriptome of RFI-divergent Charolais (CH) and Holstein-Friesian (HF) steers across three dietary phases to identify genes and biological pathways associated with RFI regardless of diet or breed. RESULTS: Residual feed intake was measured during a high-concentrate phase, a zero-grazed grass phase and a final high-concentrate phase. In total, 322 and 33 differentially expressed genes (DEGs) were identified across all diets for CH and HF steers, respectively. Three genes, GADD45G, HP and MID1IP1, were differentially expressed in CH when both the high-concentrate zero-grazed grass diet were offered. Two canonical pathways were enriched across all diets for CH steers. These canonical pathways were related to immune function. CONCLUSIONS: The absence of common differentially expressed genes across all dietary phases and breeds in this study supports previous reports of the re-ranking of animals in terms of RFI when offered differing diets over their lifetime. However, we have identified biological processes such as the immune response and lipid metabolism as potentially associated with RFI divergence emphasising the previously reported roles of these biological processes with respect to RFI. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5906-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6593537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-65935372019-07-09 The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency Higgins, Marc G. Kenny, David A. Fitzsimons, Claire Blackshields, Gordon Coyle, Séan McKenna, Clare McGee, Mark Morris, Derek W. Waters, Sinéad M. BMC Genomics Research Article BACKGROUND: Feed efficiency is an important economic and environmental trait in beef production, which can be measured in terms of residual feed intake (RFI). Cattle selected for low-RFI (feed efficient) have similar production levels but decreased feed intake, while also emitting less methane. RFI is difficult and expensive to measure and is not widely adopted in beef production systems. However, development of DNA-based biomarkers for RFI may facilitate its adoption in genomic-assisted breeding programmes. Cattle have been shown to re-rank in terms of RFI across diets and age, while also RFI varies by breed. Therefore, we used RNA-Seq technology to investigate the hepatic transcriptome of RFI-divergent Charolais (CH) and Holstein-Friesian (HF) steers across three dietary phases to identify genes and biological pathways associated with RFI regardless of diet or breed. RESULTS: Residual feed intake was measured during a high-concentrate phase, a zero-grazed grass phase and a final high-concentrate phase. In total, 322 and 33 differentially expressed genes (DEGs) were identified across all diets for CH and HF steers, respectively. Three genes, GADD45G, HP and MID1IP1, were differentially expressed in CH when both the high-concentrate zero-grazed grass diet were offered. Two canonical pathways were enriched across all diets for CH steers. These canonical pathways were related to immune function. CONCLUSIONS: The absence of common differentially expressed genes across all dietary phases and breeds in this study supports previous reports of the re-ranking of animals in terms of RFI when offered differing diets over their lifetime. However, we have identified biological processes such as the immune response and lipid metabolism as potentially associated with RFI divergence emphasising the previously reported roles of these biological processes with respect to RFI. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5906-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-06-26 /pmc/articles/PMC6593537/ /pubmed/31242854 http://dx.doi.org/10.1186/s12864-019-5906-8 Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 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 Higgins, Marc G. Kenny, David A. Fitzsimons, Claire Blackshields, Gordon Coyle, Séan McKenna, Clare McGee, Mark Morris, Derek W. Waters, Sinéad M. The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title | The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title_full | The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title_fullStr | The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title_full_unstemmed | The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title_short | The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
title_sort | effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6593537/ https://www.ncbi.nlm.nih.gov/pubmed/31242854 http://dx.doi.org/10.1186/s12864-019-5906-8 |
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