Profiling of milk miRNAs associated with the innate immune system and pathway analysis in dairy cows with S. aureus-infected subclinical mastitis.

IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Journal of Dairy Research Pub Date : 2024-11-01 Epub Date: 2025-03-06 DOI:10.1017/S0022029925000068
Özge Özmen, Berna Kaya, Kardelen Karaman, Fatma Seda Bilir
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引用次数: 0

Abstract

We address the hypothesis that bioinformatics analysis can effectively identify miRNAs and target genes associated with the innate immune response to Staphylococcus aureus-induced mastitis in cows. Gram-positive bacteria, such as S. aureus, are some of the mastitis pathogens that cause subclinical infection and pose one of the most severe threats to dairy cattle due to their contagiousness and incidence. Therefore, newer molecular markers must be identified to predict bovine mastitis non-invasively with low error and high specificity. To address this, we conducted in-silico analysis to identify hub genes related to the innate immune system specific to the S. aureus pathogen in subclinical mastitis infections in cows, and experimental validation of the miRNAs of these determined hub genes was completed. As a result of bioinformatic analysis, we identified five hub genes (TLR2, MYD88, CASP4, NOD2 and TBK1) related to the innate immune system that are specific to the S. aureus pathogen. We investigated the expression levels of miRNAs associated with these genes (bta-miR-15a, bta-miR-16b, bta-miR-23a, bta-miR-27a-3p, bta-miR-103, bta-miR-146b, and bta-mir-374b) using real-time quantitative PCR. Except for bta-miR-15a and bta-miR-23a, all miRNAs studied varied in expression between healthy cows and cows with subclinical mastitis infected with S. aureus. This is the first study to bioinformatically determine hub genes specific to the innate immune system and the S. aureus pathogen in subclinical mastitis infections and then validate the determined miRNAs in milk between healthy and subclinical mastitis infected cows. The findings of our study expand our understanding of the roles of these miRNAs in cows with S. aureus-infected subclinical mastitis.

金黄色葡萄球菌感染亚临床乳腺炎奶牛先天免疫系统相关乳mirna分析及途径分析
我们提出了一个假设,即生物信息学分析可以有效地识别与奶牛对金黄色葡萄球菌诱导的乳腺炎的先天免疫反应相关的mirna和靶基因。革兰氏阳性菌,如金黄色葡萄球菌,是一些引起亚临床感染的乳腺炎病原体,由于其传染性和发病率,对奶牛构成最严重的威胁之一。因此,必须鉴定新的分子标记物,以低误差和高特异性的无创预测牛乳腺炎。为了解决这个问题,我们进行了计算机分析,以确定奶牛亚临床乳腺炎感染中金黄色葡萄球菌病原体特异性先天免疫系统相关的枢纽基因,并完成了这些确定的枢纽基因的mirna的实验验证。通过生物信息学分析,我们确定了与先天免疫系统相关的5个中枢基因(TLR2、MYD88、CASP4、NOD2和TBK1),这些基因对金黄色葡萄球菌病原体具有特异性。我们利用实时定量PCR技术研究了与这些基因相关的mirna (bta-miR-15a、bta-miR-16b、bta-miR-23a、bta-miR-27a-3p、bta-miR-103、bta-miR-146b和bta-mir-374b)的表达水平。除bta-miR-15a和bta-miR-23a外,所研究的所有mirna在健康奶牛和感染金黄色葡萄球菌的亚临床乳腺炎奶牛中表达均存在差异。这是第一个以生物信息学方法确定亚临床乳腺炎感染中先天免疫系统和金黄色葡萄球菌病原体特异性中枢基因的研究,然后验证健康奶牛和亚临床乳腺炎感染奶牛牛奶中确定的mirna。我们的研究结果扩大了我们对这些mirna在金黄色葡萄球菌感染的奶牛亚临床乳腺炎中的作用的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Dairy Research
Journal of Dairy Research 农林科学-奶制品与动物科学
CiteScore
3.80
自引率
4.80%
发文量
117
审稿时长
12-24 weeks
期刊介绍: The Journal of Dairy Research is an international Journal of high-standing that publishes original scientific research on all aspects of the biology, wellbeing and technology of lactating animals and the foods they produce. The Journal’s ability to cover the entire dairy foods chain is a major strength. Cross-disciplinary research is particularly welcomed, as is comparative lactation research in different dairy and non-dairy species and research dealing with consumer health aspects of dairy products. Journal of Dairy Research: an international Journal of the lactation sciences.
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