Spadavecchia Alessia, Zoccarato Marta, Tedone Gaia, Biolatti Matteo, Dell'Oste Valentina, Leone Agata, Cossard Alessandro, Sozzi Mattia, Bresesti Ilia, Bertino Enrico, Gobetto Roberto, Coscia Alessandra, Gallo Angelo
Neonatal Unit, Department of Public Health and Pediatric Sciences, University of Turin, Turin 10126, Italy.
Department of Chemistry, University of Turin, Turin 10125, Italy.
J Proteome Res. 2025 Apr 4;24(4):2112-2120. doi: 10.1021/acs.jproteome.5c00017. Epub 2025 Mar 25.
Human cytomegalovirus (HCMV) is the leading cause of congenital infections resulting in severe morbidity and mortality among newborns worldwide. Currently, the most significant prognostic factor of congenital cytomegalovirus (cCMV) infection is the time of maternal infection, with a more severe clinical phenotype if the mother's first outbreak occurs during the first trimester of pregnancy. Nonetheless, the pathogenesis of cCMV infection has still to be completely characterized. In particular, little is known about the metabolic response triggered by HCMV in congenitally infected newborns. As such, urinary metabolic profiling by H nuclear magnetic resonance (NMR) might represent a promising tool to be exploited in the context of cCMV. This study aims to investigate the impact of HCMV infection on the urine metabolome in a population of congenitally infected newborns and uninfected controls by H NMR spectroscopy combined with multivariate statistical analysis. The H NMR spectra of patients ( = 35) and controls ( = 15) allowed the identification of an overall amount of 55 metabolites. Principal Component Analysis (PCA) and clustering correctly assigned 49 out of 50 newborns into the infected and control groups. Partial Least-Squares-Discriminant Analysis (PLS-DA) revealed that newborns with cCMV resulted in having increased betaine, citrate, 3-hydroxybutyrate, 4-hydroxybutyrate, acetoacetate, formate, glycolate, lactate, succinate, and threonine levels in the urine. On the other hand, healthy controls showed increased 4-aminohippurate, creatine, creatinine, fumarate, mannitol, taurine, and dimethylamine levels. These results showed a clear difference in metabolomic fingerprint between newborns with cCMV infection and healthy controls. Thus, metabolomics can be considered a new, promising diagnostic and prognostic tool in the clinical management of cCMV patients.
人类巨细胞病毒(HCMV)是导致先天性感染的主要原因,在全球范围内的新生儿中会引发严重的发病和死亡。目前,先天性巨细胞病毒(cCMV)感染最重要的预后因素是母亲感染的时间,如果母亲的首次发作发生在妊娠早期,临床表型会更严重。尽管如此,cCMV感染的发病机制仍有待完全阐明。特别是,关于HCMV在先天性感染新生儿中引发的代谢反应知之甚少。因此,通过氢核磁共振(NMR)进行尿液代谢谱分析可能是在cCMV背景下可利用的一种有前景的工具。本研究旨在通过氢核磁共振光谱结合多变量统计分析,研究HCMV感染对先天性感染新生儿和未感染对照人群尿液代谢组的影响。患者(n = 35)和对照(n = 15)的氢核磁共振光谱共鉴定出55种代谢物。主成分分析(PCA)和聚类分析将50名新生儿中的49名正确地分为感染组和对照组。偏最小二乘判别分析(PLS-DA)显示,患有cCMV的新生儿尿液中的甜菜碱、柠檬酸盐、3-羟基丁酸盐、4-羟基丁酸盐、乙酰乙酸盐、甲酸盐、乙醇酸盐、乳酸盐、琥珀酸盐和苏氨酸水平升高。另一方面,健康对照者的4-氨基马尿酸盐、肌酸、肌酐、富马酸盐、甘露醇、牛磺酸和二甲胺水平升高。这些结果表明,cCMV感染新生儿与健康对照者的代谢组学指纹存在明显差异。因此,代谢组学可被视为cCMV患者临床管理中一种新的、有前景的诊断和预后工具。