1. Omics-Driven Systems Interrogation of Metabolic Dysregulation in COVID-19 Pathogenesis
- Author
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Raoxu Wang, He Tian, Chao Zhang, Tao Yang, Guanghou Shui, Gek Huey Chua, Jin-Wen Song, Fan Ping Meng, Shaohua Zhang, Lei Huang, Wen-Jing Cao, Ji Yuan Zhang, Zhe Xu, Si Yu Wang, Peng Xia, Ming Shi, Bowen Li, Jun Liang Fu, Sin Man Lam, Fu-Sheng Wang, Zehua Wang, Tian Jun Jiang, and Xing Fan
- Subjects
0301 basic medicine ,Adult ,CD4-Positive T-Lymphocytes ,Male ,Physiology ,Pneumonia, Viral ,Computational biology ,exosomes ,bis(monoacylglyero)phosphates ,Article ,Pathogenesis ,Diglycerides ,03 medical and health sciences ,Betacoronavirus ,Young Adult ,0302 clinical medicine ,Metabolomics ,Tandem Mass Spectrometry ,Gangliosides ,Lipidomics ,Metabolome ,monosialodihexosyl gangliosides ,Medicine ,G(M3) Ganglioside ,Humans ,phosphatidylserines ,Molecular Biology ,Pandemics ,Aged ,business.industry ,SARS-CoV-2 ,COVID-19 ,Cell Biology ,Lipidome ,Middle Aged ,Omics ,Microvesicles ,Biomarker (cell) ,Sphingomyelins ,030104 developmental biology ,lipidomics ,biomarker ,Female ,business ,Coronavirus Infections ,030217 neurology & neurosurgery - Abstract
Summary The coronavirus disease 2019 (COVID-19) pandemic presents an unprecedented threat to global public health. Herein, we utilized a combination of targeted and untargeted tandem mass spectrometry to analyze the plasma lipidome and metabolome in mild, moderate, and severe COVID-19 patients and healthy controls. A panel of 10 plasma metabolites effectively distinguished COVID-19 patients from healthy controls (AUC = 0.975). Plasma lipidome of COVID-19 resembled that of monosialodihexosyl ganglioside (GM3)-enriched exosomes, with enhanced levels of sphingomyelins (SMs) and GM3s, and reduced diacylglycerols (DAGs). Systems evaluation of metabolic dysregulation in COVID-19 was performed using multiscale embedded differential correlation network analyses. Using exosomes isolated from the same cohort, we demonstrated that exosomes of COVID-19 patients with elevating disease severity were increasingly enriched in GM3s. Our work suggests that GM3-enriched exosomes may partake in pathological processes related to COVID-19 pathogenesis and presents the largest repository on the plasma lipidome and metabolome distinct to COVID-19., Graphical Abstract, Highlights • Quantitative lipidomic and metabolomic profiling of COVID-19 plasma • Plasma metabolite panel distinguished COVID-19 from healthy controls (AUC = 0.975) • Differential correlation analyses uncovered metabolic dysregulation in COVID-19 • GM3-enriched exosomes are positively correlated with COVID-19 pathogenesis, Plasma metabolite panel effectively distinguished COVID-19 patients from healthy controls (AUC = 0.975). Plasma monosialodihexosyl gangliosides (GM3s) were negatively correlated with CD4+ T cell count in COVID-19 patients, and GM3-enriched exosomes were positively correlated with disease severity. These observations suggest that GM3-enriched exosomes may participate in pathological processes associated with COVID-19 progression.
- Published
- 2020