ArticleScientific reports2022
New insights into the raw milk microbiota diversity from animals with a different genetic predisposition for feed efficiency and resilience to mastitis.
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 14 papers.
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Who cites it
14 citing papers in PubMed.
- Using sequence-derived microbiome information from bulk tank milk samples to assess the influence of post-milking teat disinfection in New Zealand dairy herds.Animal microbiome · 2026Article
- Variations in cow milk and teat skin microbiota across the lactation cycle with intramammary cephalosporin use at dry-off.Applied and environmental microbiology · 2026Article
- Evaluation ofMicroorganisms · 2026Article
- Application of MALDI-TOF-MS in the surveillance of microbial diversity in butter production: a case study of Polish dairy.Scientific reports · 2026Article
- Longitudinal study of mammary microbiota dynamics and mastitis prevention in Holstein cows by dry-off strategy.Frontiers in veterinary science · 2026Article
- The Microbial Composition of Bovine Colostrum as Influenced by Antibiotic Treatment.Antibiotics (Basel, Switzerland) · 2025Article
- Targeting the Gut-Mammary Axis for Understanding Mastitis Pathogenesis and Therapeutic Strategies.Veterinary sciences · 2025Review
- Girgentana's Goat Milk Microbiota Investigated in an Organic Farm During Dry Season.Animals : an open access journal from MDPI · 2025Article
- Integrating the milk microbiome signatures in mastitis: milk-omics and functional implications.World journal of microbiology & biotechnology · 2025Review
- Use of approved cefazolin based intramammary dry goat treatment and its effects on the milk microbiota.Scientific reports · 2025Article
- The occurrence ofmSystems · 2024Article
- Milk microbiota of Holstein Friesian cattle reared in Lahore: Association with mastitis.Saudi journal of biological sciences · 2024Article
- Characterisation of Milk Microbiota from Subclinical Mastitis and Apparently Healthy Dairy Cattle in Free State Province, South Africa.Veterinary sciences · 2023Article
- Rumen Microbiota Predicts Feed Efficiency of Primiparous Nordic Red Dairy Cows.Microorganisms · 2023Article
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Authors and funding
7 authors.
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Abstract
The main objective of this study was to assess the microbiota diversity in milk samples collected from Holstein cows with different estimated breeding values for predicted feed efficiency, milk coagulation, resilience to mastitis, and consequently, to study its effects on milk quality. One hundred and twenty milk samples were collected in two seasons (summer and winter) from different commercial dairy farms in the Nord-east of Italy. For each trait, 20 animals divided into two groups of the high (10 cows) and the low (10 cows) were selected to study the microbiota profile using 16S rRNA metabarcoding sequencing. The alpha and beta diversity analysis revealed significant differences between the high and the low groups for feed efficiency and resilience to mastitis, while no significant difference was detected for milk coagulation. Moreover, remarkable differences among the taxa were detected between the two seasons, where the winter was more diverse than summer when applied the Chao1 index. Lastly, the linear discriminant analysis (LDA) effect size (LEfSe) indicated Aerococcus, Corynebacterium, Facklamia, and Psychrobacter taxa with more abundance in the high group of feed efficiency, whereas, in resilience to mastitis, only two genera of Mycoplana and Rhodococcus were more abundant in the low group. In addition, LEfSe analysis between the seasons showed significant differences in the abundance of Bacteroides, Lactobacillus, Corynebacterium, Escherichia, Citrobacter, Pantoea, Pseudomonas, and Stenotrophomonas. These findings indicate that the different genetic predisposition for feed efficiency and resilience to mastitis could affect the raw milk microbiota and, consequently, its quality. Moreover, we found more abundance of mastitis-associated bacteria in the milk of dairy cows with a higher feed efficiency index.
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