ArticleScientific reports2022
MiRNAs in milk can be used towards early prediction of mammary gland inflammation in cattle.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 38 citations in OpenAlex.
- Amplification-Free Detection of MiRNA Signatures in Milk: A Noninvasive Sensing Approach for Early Diagnosis of Bovine Mastitis.ACS measurement science au · 2026Article
- Epigenetic and Epitranscriptomic Regulation of Mastitis in Dairy Cattle: A Review.Veterinary sciences · 2026Review
- Different approaches to assess extracellular vesicles from bovine colostrum.JDS communications · 2026Article
- Functional Role and Diagnostic Potential of Biomarkers in the Early Detection of Mastitis in Dairy Cows.Animals : an open access journal from MDPI · 2026Review
- Article
- Circulating microRNA profiles are associated with acute pain and stress in castrated and tail docked lambs.Veterinary and animal science · 2025Article
- Differential Expression of miR-223-3p and miR-26-5p According to Different Stages of Mastitis in Dairy Cows.Biomolecules · 2025Article
- Article
- Decoding epigenetic markers: implications of traits and genes through DNA methylation in resilience and susceptibility to mastitis in dairy cows.Epigenetics · 2024Article
- Extracellular vesicle miRNome during subclinical mastitis in dairy cows.Veterinary research · 2024Article
- Comparison of miR-106b, miR-191, and miR-30d expression dynamics in milk with regard to its composition in Holstein and Ayrshire cows.Animal bioscience · 2024Article
- Milk miRNA expression in buffaloes as a potential biomarker for mastitis.BMC veterinary research · 2024Article
- Basic concepts, recent advances, and future perspectives in the diagnosis of bovine mastitis.Journal of veterinary science · 2024Review
- Droplet digital PCR quantification of selected microRNAs in raw mastitic cow's milk from the west of Poland.Journal of veterinary research · 2023Article
- MiRNome variations in milk fractions during feed restrictions of different intensities in dairy cows.BMC genomics · 2023Article
- MicroRNA miR-223 modulates NLRP3 and Keap1, mitigating lipopolysaccharide-induced inflammation and oxidative stress in bovine mammary epithelial cells and murine mammary glands.Veterinary research · 2023Article
- Regulatory Role of microRNA of Milk Exosomes in Mastitis of Dairy Cows.Animals : an open access journal from MDPI · 2023Article
- MicroRNAs in Ruminants and Their Potential Role in Nutrition and Physiology.Veterinary sciences · 2023Review
- Article
- Differences in the microRNAs Levels of Raw Milk from Dairy Cattle Raised under Extensive or Intensive Production Systems.Veterinary sciences · 2022Article
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Considering the importance of early disease detection for reducing the huge financial and animal welfare impact of bovine mastitis globally, improved tools are urgently needed that can accurately detect early mammary inflammation. MiRNAs have demonstrated value as disease biomarkers, however, their potential for accurately detecting early mammary inflammation has not been examined in detail. To address this, we investigated the association between levels of four inflammation-associated miRNAs (bta-miR-26a, bta-miR-142-5p, bta-miR-146a and bta-miR-223) and CMT scores (0 to 3) obtained from a large number of individual quarter milk samples (n = 236) collected from dairy cows at different lactations (1 to 4). Initial analyses (n = 21 samples) confirmed that the levels of each of bta-miR-142-5p, bta-miR-146a and bta-miR-223 in whole milk were significantly correlated with mRNA levels of known inflammatory markers (HP, TNF, CXCL8 and IL1B) in milk cells (Rho ≥ 0.49, P < 0.005). Subsequent analyses (n = 215 samples) revealed a significant effect of CMT score on each of the four miRNAs analysed (P < 0.0001), characterised by a progressive increase in miRNA levels in milk as CMT score increase from 0 to > 1. Moreover, a significant effect of lactation number (P < 0.01) for bta-miR-26a, bta-miR-142-5p and bta-miR-146a was attributed to higher miRNA levels during lactation 1 than later lactations. Finally, by generating ROC curves we showed that bta-miR-223 and bta-miR-142-5p levels could identify early inflammatory changes in individual quarter milk samples (CMT1) with high accuracy (100% sensitivity, > 81% specificity). Our results provide novel proof of the value of miRNAs as early diagnostic biomarkers of bovine mastitis.
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