Multivariate Effects of SNPs on Environmental Streptococcal Mastitis Evaluated With an NGS-Based Association Study Using Targeted Resequencing in the Bovine MHC Region
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引用次数: 0
Abstract
Mastitis is an inflammatory reaction caused by bacterial infection of the teat, and a relationship between its onset and cattle major histocompatibility complex (BoLA) region has been reported. However, no comprehensive genetic analysis of mastitis caused by environmental streptococci has been reported. Here, we resequenced the BoLA region using a hybridisation capture target next-generation sequencing (NGS) method to identify disease susceptibility markers mapped to the BoLA region in environmental streptococcal mastitis. This study examined 75 cows with mastitis caused by environmental streptococci selected from 1641 cows with mastitis and 222 healthy cows without mastitis in Japan. Targeted sequences obtained from MiSeq NGS were aligned to the bovine reference genome (ARS-UCD1.2/bosTau9), and 2,920,355 variants were detected within the BoLA region of the 297 Holstein cattle. In an association study using 2264 variants after quality control, the top 20 variants with the lowest P values were selected and assigned to the 18 surrounding candidate genes, and a gene network analysis of these genes resulted in the narrowing down of five candidate genes POU5F1, IER3, GNL1, ABCF1, and PRR3. Multivariate effect analysis of all 6 SNPs associated with these 5 genes revealed that they were significantly correlated with mastitis, indicating that they were useful for classification of mastitis-resistant and mastitis-susceptible cattle. This is the first report to identify SNPs associated with environmental streptococcal mastitis with an NGS-based association study using targeted resequencing in the BoLA region, and understanding host factors may provide important clues for mastitis control.
期刊介绍:
HLA, the journal, publishes articles on various aspects of immunogenetics. These include the immunogenetics of cell surface antigens, the ontogeny and phylogeny of the immune system, the immunogenetics of cell interactions, the functional aspects of cell surface molecules and their natural ligands, and the role of tissue antigens in immune reactions. Additionally, the journal covers experimental and clinical transplantation, the relationships between normal tissue antigens and tumor-associated antigens, the genetic control of immune response and disease susceptibility, and the biochemistry and molecular biology of alloantigens and leukocyte differentiation. Manuscripts on molecules expressed on lymphoid cells, myeloid cells, platelets, and non-lineage-restricted antigens are welcomed. Lastly, the journal focuses on the immunogenetics of histocompatibility antigens in both humans and experimental animals, including their tissue distribution, regulation, and expression in normal and malignant cells, as well as the use of antigens as markers for disease.