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基于二代测序的关联研究通过靶向重测序牛主要组织相容性复合体区域评估单核苷酸多态性对环境性链球菌性乳腺炎的多变量影响。

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

作者信息

Nagata Fumihiro, Lo Chieh-Wen, Saito Susumu, Matsuura Ryosuke, Watanuki Sonoko, Hosomichi Kazuyoshi, Sasaki Shinji, Kawata Ryusaku, Shimizu Hiroyuki, Sone Takahiro, Yamazaki Haruna, Niwano Ayuha, Kawai Kazuhiro, Mizutani Tetsuya, Matsumoto Yasunobu, Takeshima Shin-Nosuke, Aida Yoko

机构信息

Laboratory of Global Infectious Diseases Control Science, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan.

Viral Infectious Diseases Unit, RIKEN, Saitama, Japan.

出版信息

HLA. 2025 Jul;106(1):e70333. doi: 10.1111/tan.70333.

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.

摘要

乳腺炎是由乳头细菌感染引起的炎症反应,并且已经报道了其发病与牛主要组织相容性复合体(BoLA)区域之间的关系。然而,尚未有关于环境链球菌引起的乳腺炎的全面遗传分析报道。在此,我们使用杂交捕获靶向新一代测序(NGS)方法对BoLA区域进行重测序,以鉴定在环境链球菌性乳腺炎中定位到BoLA区域的疾病易感性标记。本研究检测了从日本1641头患有乳腺炎的奶牛和222头无乳腺炎的健康奶牛中选出的75头由环境链球菌引起乳腺炎的奶牛。从MiSeq NGS获得的靶向序列与牛参考基因组(ARS-UCD1.2/bosTau9)进行比对,在297头荷斯坦奶牛的BoLA区域内检测到2,920,355个变异。在质量控制后使用2264个变异进行的关联研究中,选择了P值最低的前20个变异,并将其分配到18个周围的候选基因中,对这些基因进行基因网络分析后将候选基因缩小到5个,即POU5F1、IER3、GNL1、ABCF1和PRR3。对与这5个基因相关的所有6个单核苷酸多态性(SNP)进行多变量效应分析,结果显示它们与乳腺炎显著相关,表明它们可用于区分抗乳腺炎和易患乳腺炎的奶牛。这是第一份通过在BoLA区域进行靶向重测序的基于NGS的关联研究来鉴定与环境链球菌性乳腺炎相关的SNP的报告,了解宿主因素可能为乳腺炎的控制提供重要线索。

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