ArticleFrontiers in genetics2013
A genome-wide association study for somatic cell score using the Illumina high-density bovine beadchip identifies several novel QTL potentially related to mastitis susceptibility.
Article in Frontiers in genetics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 64 citations in OpenAlex.
- Exploratory identification of candidate SNP markers associated with recurrent clinical mastitis in Holstein cattle.PloS one · 2026Article
- Recessive Effect ofAnimals : an open access journal from MDPI · 2025Article
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- Expression and characterization of exosomal miRNAs in healthy, sub-clinical mastitis and pasteurized milk of buffaloes.Scientific reports · 2025Article
- Genome-Wide Association Study for Milk Somatic Cell Score in Holstein Friesian Cows in Slovenia.Animals : an open access journal from MDPI · 2024Article
- Candidate genes for mastitis resistance in dairy cattle: a data integration approach.Journal of animal science and biotechnology · 2023Article
- New Insights on Nucleotide Sequence Variants and mRNA Levels of Candidate Genes Assessing Resistance/Susceptibility to Mastitis in Holstein and Montbéliarde Dairy Cows.Veterinary sciences · 2023Article
- Multi-Omics Integration and Network Analysis Reveal Potential Hub Genes and Genetic Mechanisms Regulating Bovine Mastitis.Current issues in molecular biology · 2022Article
- Genetic Diversity and Population Structure for Resistance and Susceptibility to Mastitis in Braunvieh Cattle.Veterinary sciences · 2021Article
- The Role of microRNAs in the Mammary Gland Development, Health, and Function of Cattle, Goats, and Sheep.Non-coding RNA · 2021Review
- Understanding the genomic architecture of clinical mastitis in3 Biotech · 2021Article
- Article
- Genome-Wide Identification of Candidate Genes for Milk Production Traits in Korean Holstein Cattle.Animals : an open access journal from MDPI · 2021Article
- Selection Response Due to Different Combination of Antagonistic Milk, Beef, and Morphological Traits in the Alpine Grey Cattle Breed.Animals : an open access journal from MDPI · 2021Article
- Article
- Improvement of Disease Resistance in Livestock: Application of Immunogenomics and CRISPR/Cas9 Technology.Animals : an open access journal from MDPI · 2020Review
- Genome-Wide Association Studies for the Concentration of Albumin in Colostrum and Serum in Chinese Holstein.Animals : an open access journal from MDPI · 2020Article
- Associations between Bovine β-Defensin 4 Genotypes and Production Traits of Polish Holstein-Friesian Dairy Cattle.Animals : an open access journal from MDPI · 2019Article
- A genome-wide association study for mastitis resistance in phenotypically well-characterized Holstein dairy cattle using a selective genotyping approach.Immunogenetics · 2019Article
- Profiling of tRNA Halves and YRNA Fragments in Serum and Tissue From Oral Squamous Cell Carcinoma Patients Identify Key Role of 5' tRNA-Val-CAC-2-1 Half.Frontiers in oncology · 2019Article
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mastitis is an inflammation-driven disease of the bovine mammary gland that occurs in response to physical damage or infection and is one of the most costly production-related diseases in the dairy industry worldwide. We performed a genome-wide association study (GWAS) to identify genetic loci associated with somatic cell score (SCS), an indicator trait of mammary gland inflammation. A total of 702 Holstein-Friesian bulls were genotyped for 777,962 single nucleotide polymorphisms (SNPs) and associated with SCS phenotypes. The SCS phenotypes were expressed as daughter yield deviations (DYD) based on a large number of progeny performance records. A total of 138 SNPs on 15 different chromosomes reached genome-wide significance (corrected p-value ≤ 0.05) for association with SCS (after correction for multiple testing). We defined 28 distinct QTL regions and a number of candidate genes located in these QTL regions were identified. The most significant association (p-value = 1.70 × 10(-7)) was observed on chromosome 6. This QTL had no known genes annotated within it, however, the Ensembl Genome Browser predicted the presence of a small non-coding RNA (a Y RNA gene) in this genomic region. This Y RNA gene was 99% identical to human RNY4. Y RNAs are a rare type of non-coding RNA that were originally discovered due to their association with the autoimmune disease, systemic lupus erythematosus. Examining small-RNA sequencing (RNAseq) data being generated by us in multiple different mastitis-pathogen challenged cell-types has revealed that this Y RNA is expressed (but not differentially expressed) in these cells. Other QTL regions identified in this study also encoded strong candidate genes for mastitis susceptibility. A QTL region on chromosome 13, for example, was found to contain a cluster of β-defensin genes, a gene family with known roles in innate immunity. Due to the increased SNP density, this study also refined the boundaries for several known QTL for SCS and mastitis.
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