Multivariate Effects of SNPs on Environmental Streptococcal Mastitis Evaluated With an NGS-Based Association Study Using Targeted Resequencing in the Bovine MHC Region

IF 5.9 4区 医学 Q2 CELL BIOLOGY
HLA Pub Date : 2025-07-14 DOI:10.1111/tan.70333
Fumihiro Nagata, Chieh-Wen Lo, Susumu Saito, Ryosuke Matsuura, Sonoko Watanuki, Kazuyoshi Hosomichi, Shinji Sasaki, Ryusaku Kawata, Hiroyuki Shimizu, Takahiro Sone, Haruna Yamazaki, Ayuha Niwano, Kazuhiro Kawai, Tetsuya Mizutani, Yasunobu Matsumoto, Shin-nosuke Takeshima, Yoko Aida
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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.

Abstract Image

利用牛MHC区靶向重测序的ngs关联研究评估snp对环境链球菌性乳腺炎的多变量影响
乳腺炎是由细菌感染乳头引起的炎症反应,其发病与牛主要组织相容性复合体(BoLA)区有关。然而,环境链球菌引起的乳腺炎的遗传分析尚未见报道。在这里,我们使用杂交捕获目标下一代测序(NGS)方法对BoLA区域进行了重新测序,以确定环境链球菌性乳腺炎中与BoLA区域相关的疾病易感标记。本研究从日本1641头乳腺炎奶牛和222头健康无乳腺炎奶牛中选取75头环境链球菌引起的乳腺炎奶牛进行了检测。从MiSeq NGS中获得的目标序列与牛参考基因组(ARS-UCD1.2/bosTau9)比对,在297头荷斯坦牛的BoLA区检测到2,920,355个变异。在质量控制后使用2264个变异的关联研究中,选择P值最低的前20个变异并将其分配给周围的18个候选基因,并对这些基因进行基因网络分析,从而缩小了5个候选基因POU5F1, IER3, GNL1, ABCF1和PRR3。对这5个基因相关的6个snp进行多因素效应分析,发现它们与乳腺炎有显著的相关性,提示它们可用于乳腺炎抗性和乳腺炎易感牛的分类。这是首个利用BoLA区靶向重测序的基于ngs的关联研究发现与环境链球菌性乳腺炎相关的snp的报道,了解宿主因素可能为乳腺炎控制提供重要线索。
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来源期刊
HLA
HLA Immunology and Microbiology-Immunology
CiteScore
3.00
自引率
28.80%
发文量
368
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.
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