Animal Health, AgResearch, Hopkirk Research Institute, Grasslands Research Centre, Private Bag 11008, Palmerston North 4442, New Zealand.
Bioinformatics and Statistics, AgResearch, Lincoln Research Centre, Private Bag 4749, Lincoln 7608, New Zealand.
J Dairy Sci. 2018 Nov;101(11):10259-10270. doi: 10.3168/jds.2018-14785. Epub 2018 Sep 7.
Mycobacterium avium subspecies paratuberculosis (MAP) causes Johne's disease in ruminants, which is characterized by chronic progressive granulomatous enteritis. The infection leads to wasting and weight loss in the animals and eventually death, causing considerable production losses to the agricultural industry worldwide. Currently available ELISA- and PCR-based diagnostic tests have limited sensitivity and specificity during early MAP infection in cattle, suggesting that there is an urgent demand for alternative diagnostic tests. Circulating microRNA (miRNA) have recently gained attention as potential biomarkers for several diseases in humans. However, knowledge and use of miRNA as biomarkers in diseases of ruminants, including Johne's disease, are very limited. Here we used NanoString nCounter technology (NanoString, Seattle, WA), a digital platform for amplification-free and hybridization-based quantitative measurement of miRNA in the sera of noninfected and naturally MAP-infected cattle with different severity of infection. Using probes developed against human miRNA, 26 miRNA were detected in cattle serum; 13 of these miRNA were previously uncharacterized for cattle. Canonical discrimination analysis using 20 miRNA grouped animals into 4 distinct clusters based on their disease status, suggesting that the levels of these miRNA can reflect disease severity. A model was developed using a combination of 4 miRNA (miR-1976, miR-873-3p, miR-520f-3p, and miR-126-3p), which distinguished moderate and severely infected animals from noninfected animals. Our study demonstrated the ability of the NanoString nCounter technology to detect differential expression of circulating miRNA in cattle and contributes to widely growing evidence that miRNA can be used as biomarkers in infectious diseases in cattle.
分支杆菌副结核亚种(MAP)引起反刍动物的 Johne 病,其特征是慢性进行性肉芽肿性肠炎。这种感染导致动物消瘦和体重减轻,最终死亡,给全球农业产业造成了相当大的生产损失。目前可用的 ELISA 和 PCR 基于诊断测试在牛的早期 MAP 感染时具有有限的敏感性和特异性,这表明迫切需要替代的诊断测试。循环 microRNA (miRNA) 最近作为人类几种疾病的潜在生物标志物引起了关注。然而,miRNA 作为反刍动物疾病(包括 Johne 病)的生物标志物的知识和使用非常有限。在这里,我们使用了 NanoString nCounter 技术(NanoString,西雅图,WA),这是一种用于扩增免费和杂交的数字平台,用于在非感染和自然 MAP 感染的牛的血清中定量测量 miRNA,这些牛具有不同的感染严重程度。使用针对人类 miRNA 开发的探针,在牛血清中检测到 26 种 miRNA;其中 13 种 miRNA 以前尚未用于牛。使用 20 种 miRNA 的典型判别分析将动物根据其疾病状态分为 4 个不同的簇,表明这些 miRNA 的水平可以反映疾病的严重程度。使用 4 种 miRNA(miR-1976、miR-873-3p、miR-520f-3p 和 miR-126-3p)组合建立了一个模型,该模型可将中度和重度感染的动物与非感染动物区分开来。我们的研究证明了 NanoString nCounter 技术检测牛循环 miRNA 差异表达的能力,并为 miRNA 可作为牛传染性疾病生物标志物的广泛增长的证据做出了贡献。