Untargeted metabolomics investigating porcine reproductive and respiratory syndrome virus biomarkers of serum-derived exosomes in piglets infected with PRRSV NADC30-like CHsx1401

Feng Cheng, Jia Li, Chunxiang Zhou, Lei Zhou, Ganqiu Lan, Jing Liang, Lixian Wang, Ligang Wang
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Abstract

Porcine reproductive and respiratory syndrome virus (PRRSV) is one of the most severe swine diseases in the pig industry. The identification of biomarkers for PRRSV infection is valuable for controlling, eliminating, and treating PRRSV. This study utilized the ultra-performance liquid chromatography–mass spectrometry metabolite profiling platform to identify differential metabolites in exosomes between the control and NADC30-like PRRSV strain infected pigs. Using multivariate analysis combined with univariate analysis, unsupervised principal component analysis and orthogonal partial least squares discriminant analysis models were constructed between the groups. A total of 41 differential metabolites were detected, with 14 upregulated and 27 downregulated metabolites with PRRSV infection. MetaboAnalyst and Kyoto Encyclopedia of Genes and Genomes were used to identify potentially relevant significant pathways, and a receiver operating characteristic curve was used to quantify the predictive performance of differential metabolites. The results indicated that tryptophan-related L-kynurenine, 5-hydroxytryptophan, and D (+)-tryptophan significantly increased among PRRSV infected groups, which may play an important role in the progression of PRRSV infection. Metabolites related to amino acid synthesis and metabolism, including 2-arachidonoylglycerol Lysopcs and phosphatidylcholines may also contribute to the lack of immune protection in piglets after PRRSV infection. Moreover, L-kynurenine and taurocholic acid may serve as potential biomarkers for early diagnosis or drug targeting of PRRSV. Overall, these findings provide an important reference to our understanding of PRRS pathogenesis and immune or protective responses during PRRSV acute infection in the host.

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非靶向代谢组学研究了感染PRRSV nadc30样CHsx1401的仔猪血清来源外泌体的猪繁殖和呼吸综合征病毒生物标志物
猪繁殖与呼吸综合征病毒(PRRSV)是养猪业中最严重的猪病之一。鉴定PRRSV感染的生物标志物对控制、消除和治疗PRRSV具有重要意义。本研究利用超高效液相色谱-质谱代谢物分析平台,鉴定了对照组和nadc30样PRRSV株感染猪外泌体中代谢物的差异。采用多变量分析与单变量分析相结合的方法,在组间建立无监督主成分分析和正交偏最小二乘判别分析模型。共检测到41种差异代谢物,其中14种代谢物在PRRSV感染中上调,27种代谢物下调。使用MetaboAnalyst和京都基因与基因组百科全书(Kyoto Encyclopedia of Genes and Genomes)来鉴定可能相关的重要途径,并使用接受者工作特征曲线(receiver operating characteristic curve)来量化差异代谢物的预测性能。结果表明,与色氨酸相关的l -犬尿氨酸、5-羟色氨酸和D(+)-色氨酸在PRRSV感染组中显著升高,可能在PRRSV感染的进展中起重要作用。与氨基酸合成和代谢相关的代谢物,包括2-花生四烯酮酰甘油溶血剂和磷脂酰胆碱也可能导致仔猪感染PRRSV后缺乏免疫保护。此外,l -犬尿氨酸和牛磺胆酸可能作为PRRSV早期诊断或药物靶向的潜在生物标志物。总的来说,这些发现为我们了解PRRSV急性感染宿主时PRRSV的发病机制和免疫或保护反应提供了重要参考。
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