ArticleBMC genomics2016
Transcriptome profiling of the rumen epithelium of beef cattle differing in residual feed intake.
Article in BMC genomics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers.
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Who cites it
70 citing papers in PubMed, 124 citations in OpenAlex.
- Multi-Species Transcriptomics of the Mammalian Stomach Reveals Conserved Programs and Ruminant Chamber Specialization.Biology · 2026Article
- Integrated mRNA-miRNA Transcriptome Analysis Reveals the Molecular Mechanism of Tibetan Sheep Rumen Epithelium Adaptation to High Altitude.Animals : an open access journal from MDPI · 2026Article
- Genome-wide association study of mature cow size traits in American Angus cattle.Mammalian genome : official journal of the International Mammalian Genome Society · 2026Article
- Transcriptional adaptation of rumen papillae to high-grain diet reveals distinct temporal phases and SARA susceptibility signatures.Journal of animal science and biotechnology · 2026Article
- Sequence-based genome-wide association study reveals genetic and metabolic mechanisms underlying feed efficiency-related traits in beef cattle.Journal of animal science and biotechnology · 2026Article
- Rumen Epithelial Transcriptome Analysis Revealed the Regulatory Mechanism of Host Adaptation to Nitrogen Source Replacement Diet in Simmental Cattle.Food science & nutrition · 2025Article
- Association between mitochondrial DNA copy number and production traits in pigs.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2025Article
- A high-resolution bovine mitochondrial co-expression network.Biology open · 2025Article
- Maternal gastrointestinal microbiome shapes gut microbial function and resistome of newborns in a cow-to-calf model.Microbiome · 2024Article
- Integrated multi-omics reveals the relationship between growth performance, rumen microbes and metabolic status of Hu sheep with different residual feed intakes.Animal nutrition (Zhongguo xu mu shou yi xue hui) · 2024Article
- Effect of breed and dietary composition on the miRNA profile of beef steers divergent for feed efficiency.Scientific reports · 2024Article
- Microbial inoculum effects on the rumen epithelial transcriptome and rumen epimural metatranscriptome in calves.Scientific reports · 2024Article
- Proteomics Reveals the Obstruction of Cellular ATP Synthesis in the Ruminal Epithelium of Growth-Retarded Yaks.Animals : an open access journal from MDPI · 2024Article
- Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.Genetics, selection, evolution : GSE · 2024Article
- Plasma proteomic analysis reveals key pathways associated with divergent residual body weight gain phenotype in beef steers.Frontiers in veterinary science · 2024Article
- The mRNA-lncRNA landscape of multiple tissues uncovers key regulators and molecular pathways that underlie heterosis for feed intake and efficiency in laying chickens.Genetics, selection, evolution : GSE · 2023Article
- Variance component estimation and genome-wide association of predicted methane production in crossbred beef steers.Journal of animal science · 2023Article
- Transcriptome profiling in rumen, reticulum, omasum, and abomasum tissues during the developmental transition of pre-ruminant to the ruminant in yaks.Frontiers in veterinary science · 2023Article
- Characterization of feed efficiency-related key signatures molecular in different cattle breeds.PloS one · 2023Article
- Multi-transcriptomics reveals RLMF axis-mediated signaling molecules associated with bovine feed efficiency.Frontiers in veterinary science · 2023Article
10 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFeed efficient cattle consume less feed and produce less environmental waste than inefficient cattle. Many factors are known to contribute to differences in feed efficiency, however the underlying molecular mechanisms are largely unknown. Our study aimed to understand how host gene expression in the rumen epithelium contributes to differences in residual feed intake (RFI), a measure of feed efficiency, using a transcriptome profiling based approach.
resultsThe rumen epithelial transcriptome from highly efficient (low (L-) RFI, n = 9) and inefficient (high (H-) RFI, n = 9) Hereford x Angus steers was obtained using RNA-sequencing. There were 122 genes differentially expressed between the rumen epithelial tissues of L- and H- RFI steers (p < 0.05) with 85 up-regulated and 37 down-regulated in L-RFI steers. Functional analysis of up-regulated genes revealed their involvement in acetylation, remodeling of adherens junctions, cytoskeletal dynamics, cell migration, and cell turnover. Additionally, a weighted gene co-expression network analysis (WGCNA) identified a significant gene module containing 764 genes that was negatively correlated with RFI (r = -0.5, p = 0.03). Functional analysis revealed significant enrichment of genes involved in modulation of intercellular adhesion through adherens junctions, protein and cell turnover, and cytoskeletal organization that suggest possible increased tissue morphogenesis in the L-RFI steers. Additionally, the L-RFI epithelium had increased expression of genes involved with the mitochondrion, acetylation, and energy generating pathways such as glycolysis, tricarboxylic acid cycle, and oxidative phosphorylation. Further qPCR analysis of steers with different RFI (L-RFI, n = 35; M-RFI, n = 34; H-RFI, n = 35) revealed that the relative mitochondrial genome copy number per cell of the epithelium was positively correlated with RFI (r = 0.21, p = 0.03).
conclusionsOur results suggest that the rumen epithelium of L-RFI (efficient) steers may have increased tissue morphogenesis that possibly increases paracellular permeability for the absorption of nutrients and increased energy production to support the energetic demands of increased tissue morphogenesis compared to those of H-RFI (inefficient) animals. Greater expression of mitochondrial genes and lower relative mitochondrial genome copy numbers suggest a greater rate of transcription in the rumen epithelial mitochondria of L-RFI steers. Understanding how host gene expression profiles are associated with RFI could potentially lead to identification of mechanisms behind this trait, which are vital to develop strategies for the improvement of cattle feed efficiency.
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