ArticleBMC genomics2019
The effect of breed and diet type on the global transcriptome of hepatic tissue in beef cattle divergent for feed efficiency.
Article in BMC genomics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Genes associated with body weight gain and feed intake identified by meta-analysis of the mesenteric fat from crossbred beef steers.PloS one · 2020Pooled it
- Blood plasma proteome analysis reveals biological mechanisms and potential biomarkers underlying feed efficiency in Texel sheep.Tropical animal health and production · 2026Article
- Potential effects on the signaling network mediated by overexpression of the vitronectin gene in Hu sheep ruminal epithelial cells using multi-omics analysis.Frontiers in genetics · 2026Article
- Insights into garlic (Allium Sativum)'s nutrigenomics-associated fly-repellent potency in cattle.Tropical animal health and production · 2025Review
- Impact of dietary supplementation of beef cows with rumen-protected methionine during the periconceptional period on prenatal growth and performance to weaning.Journal of animal science · 2025Article
- Relationship between the rumen microbiome and liver transcriptome in beef cattle divergent for feed efficiency.Animal microbiome · 2024Article
- Article
- Effect of breed and dietary composition on the miRNA profile of beef steers divergent for feed efficiency.Scientific reports · 2024Article
- An across breed, diet and tissue analysis reveals the transcription factor NR1H3 as a key mediator of residual feed intake in beef cattle.BMC genomics · 2024Article
- Plasma proteomic analysis reveals key pathways associated with divergent residual body weight gain phenotype in beef steers.Frontiers in veterinary science · 2024Article
- Copy Number Variation Discovery in South African Nguni-Sired and Bonsmara-Sired Crossbred Cattle.Animals : an open access journal from MDPI · 2023Article
- Effect of breed and diet on the M. longissimus thoracis et lumborum transcriptome of steers divergent for residual feed intake.Scientific reports · 2023Article
- Physiological responses and adaptations to high methane production in Japanese Black cattle.Scientific reports · 2022Article
- Identification and characterization of circular RNAs in association with the feed efficiency in Hu lambs.BMC genomics · 2022Article
- Carcass Quality Profiles and Associated Genomic Regions of South African Goat Populations Investigated Using Goat SNP50K Genotypes.Animals : an open access journal from MDPI · 2022Article
- Article
- Article
- Characterization and Duodenal Transcriptome Analysis of Chinese Beef Cattle With Divergent Feed Efficiency Using RNA-Seq.Frontiers in genetics · 2021Article
- Identification of Predictor Genes for Feed Efficiency in Beef Cattle by Applying Machine Learning Methods to Multi-Tissue Transcriptome Data.Frontiers in genetics · 2021Article
- Bovine hepatic miRNAome profiling and differential miRNA expression analyses between beef steers with divergent feed efficiency phenotypes.Scientific reports · 2020Article
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9 authors.
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Abstract
backgroundFeed 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.
resultsResidual 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.
conclusionsThe 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.
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