Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Ceredigion, SY23 3DA, UK.
Centre of Excellence for Bovine Tuberculosis, Aberystwyth University, Ceredigion, SY23 3DA, UK.
Vet Res. 2022 Sep 2;53(1):68. doi: 10.1186/s13567-022-01087-0.
Mycobacterium avium subspecies paratuberculosis (MAP) is the causative organism of Johne's disease, a chronic granulomatous enteritis of ruminants. We have previously used naturally MAP-infected heifer calves to document metabolomic changes occurring in MAP infections. Herein, we used experimentally MAP-inoculated heifer calves to identify biomarkers for MAP infections. At 2-weeks of age, 20 Holstein-Friesian (HF) calves were experimentally inoculated with MAP. These calves, along with 20 control calves, were sampled biweekly up to 13-months of age and then monthly up to 19-months of age. Sera were assessed using flow infusion electrospray high-resolution mass spectrometry (FIE-HRMS) on a Q Exactive hybrid quadrupole-Orbitrap mass spectrometer for high throughput, sensitive, non-targeted metabolite fingerprinting. Partial least squares-discriminate analysis (PLS-DA) and hierarchical cluster analysis (HCA) discriminated between MAP-inoculated and control heifer calves. Out of 34 identified metabolites, six fatty acyls were able to differentiate between experimental groups throughout the study, including 8, 11, 14-eicosatrienoic acid and cis-8, 11, 14, 17-eicosatetraenoic acid which were also detected in our previous study and so further suggested their value as biomarkers for MAP infection. Pathway analysis highlighted the role of the alpha-linoleic acid and linoleic acid metabolism. Within these pathways, two broad types of response, with a rapid increase in some saturated fatty acids and some n-3 polyunsaturated fatty acids (PUFAs) and later n-6 PUFAs, became predominant. This could indicate an initial anti-inflammatory colonisation phase, followed by an inflammatory phase. This study demonstrates the validity of the metabolomic approach in studying MAP infections. Nevertheless, further work is required to define further key events, particularly at a cell-specific level.
分支杆菌副结核亚种(MAP)是引起牛分枝杆菌病的病原体,这是一种反刍动物的慢性肉芽肿性肠炎。我们之前使用自然感染 MAP 的小母牛犊来记录 MAP 感染中发生的代谢组学变化。在此,我们使用实验性感染 MAP 的小母牛犊来鉴定 MAP 感染的生物标志物。在 2 周龄时,20 头荷斯坦-弗里生(HF)小母牛犊被实验性接种 MAP。这些小母牛犊和 20 头对照小母牛犊在 13 月龄之前每两周采样一次,然后在 19 月龄之前每月采样一次。使用流式注入电喷雾高分辨率质谱(FIE-HRMS)在 Q Exactive 杂交四极杆-Orbitrap 质谱仪上对血清进行评估,以进行高通量、敏感、非靶向代谢物指纹图谱分析。偏最小二乘判别分析(PLS-DA)和层次聚类分析(HCA)区分了 MAP 接种和对照小母牛犊。在鉴定出的 34 种代谢物中,有 6 种脂肪酸能够在整个研究过程中区分实验组,其中包括 8,11,14-二十碳三烯酸和 cis-8,11,14,17-二十碳四烯酸,这些脂肪酸在我们之前的研究中也被检测到,因此进一步表明它们作为 MAP 感染生物标志物的价值。途径分析强调了α-亚麻酸和亚油酸代谢的作用。在这些途径中,一些饱和脂肪酸和一些 n-3 多不饱和脂肪酸(PUFA)以及后来的 n-6 PUFAs 的快速增加成为主要类型的反应。这可能表明存在初始抗炎定植阶段,随后是炎症阶段。这项研究证明了代谢组学方法在研究 MAP 感染中的有效性。然而,需要进一步的工作来定义进一步的关键事件,特别是在细胞特异性水平上。