ArticleFrontiers in veterinary science2022
CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows.
Article in Frontiers in veterinary science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 10 citations in OpenAlex.
- Analysis of circRNA Differential Expression and ceRNA Network Construction in Yak Mammary Glands Across Different Physiological Stages.Animals : an open access journal from MDPI · 2026Article
- CircRNA_01754 Regulates Milk Fat Production Through the Hippo Signaling Pathway.Animals : an open access journal from MDPI · 2025Article
- Characterization of mammary glands and milk fat globule transcripts in lactating buffalo and goats.Food chemistry. Molecular sciences · 2025Article
- Revealing gene expression links between milk fat globules and mammary glands in rodents via transcriptomics.Frontiers in veterinary science · 2025Article
- Understanding Circular RNAs in Health, Welfare, and Productive Traits of Cattle, Goats, and Sheep.Animals : an open access journal from MDPI · 2024Review
- RNA-Seq Analysis Revealed circRNAs and Genes Associated with Abdominal Fat Deposition in Ducks.Animals : an open access journal from MDPI · 2024Article
- Circ_0003945: an emerging biomarker and therapeutic target for human diseases.Frontiers in oncology · 2024Review
- Pigeon during the Breeding Cycle: Behaviors, Composition and Formation of Crop Milk, and Physiological Adaptation.Life (Basel, Switzerland) · 2023Review
- Progress in epigenetic regulation of milk synthesis, with particular emphasis on mRNA regulation and DNA methylation.Cell cycle (Georgetown, Tex.)Review
Corrections and comments
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Milk fat is one of the main reference elements for evaluating milk quality and is a primary objective trait in dairy cattle breeding. In recent years, circular RNAs (circRNAs) have been found to play crucial roles in many biological processes. However, the function and expression profiles of circRNAs in milk fat synthesis in cows are not completely understood. We performed RNA sequencing to analyze the genome-wide expression of circRNA transcripts in bovine mammary epithelial cells (BMECs) from cows with extreme differences in milk fat percentage. We identified candidate differential circRNAs associated with milk fat metabolism using functional enrichment analysis and constructed a lipid metabolism-related competing endogenous RNA (ceRNA) interactive regulatory network. Results: A total of 290 circRNAs were significantly differentially expressed (DE-circRNAs) in high milk fat percentage (HMF) cows compared to that in low milk fat percentage (LMF) cows. Of the 290 circRNAs, 142 were significantly upregulated and 148 were significantly downregulated. Enrichment analysis (Gene Ontology and Kyoto Encyclopedia of Genes and Genomes) identified four DE-circRNAs (circ_0001122, circ_0007367, circ_0018269, and circ_0015179) that potentially regulate milk fat metabolism. Among them, circ_0001122, circ_0007367, and circ_0015179 had relatively high expression levels in cow mammary gland tissue compared to other tissues (heart, liver, kidney, uterus, ovaries, and small intestine) of cows. The regulatory networks circ_0001122:miR-12043:LIPG, circ_0007367:miR-331-3p:CIDEA/PML, and circ_0018269:miR-11989:RORC/HPX are potential networks to explore the mechanism of milk fat regulation. Conclusions: These results reveal the possible role of circRNAs in milk fat metabolism in dairy cows. Several important circRNAs and ceRNAs affecting milk fat synthesis were identified, providing insights into the complex biology of milk fat synthesis as well as a novel theoretical perspective for future research on lactation, milk quality, and breed improvement in dairy cows.
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