Multi-Omics integration analysis of respiratory specimen characterizes baseline molecular determinants associated with COVID-19 diagnosis
Multi-Omics integration analysis of respiratory specimen characterizes baseline molecular determinants associated with COVID-19 diagnosis
Abstract Rapid diagnosis and precise prognostication of SARS-CoV-2 infection remains a major challenge. A multi-omic approach was adopted, and in the discovery phase, global proteome/metaproteome/metabolome were analysed in the respiratory specimens of SARS-CoV-2 positive [n=20], negative [n=20], and H1N1 positive [n=5] cases. We identified MX1 (MX Dynamin Like GTPase 1) and WARS (Tryptophan--tRNA ligase) as clues to viral diagnosis and validated in 200 SARS-CoV-2 suspects. MX1 >30pg/ml and WARS >25ng/ml segregated virus positives patients [(AUC=94%CI(0.91-0.97)]. Distinct increase in SARS-CoV-2 induced immune activation, metabolic reprograming and a decrease in oxygen transport, wound healing, fluid regulation, vitamin and steroid metabolism was seen (p<0.05). Multi-omics profiling correlated with viraemia and segregated asymptomatic COVID-19 patients. Additionally, the multiomics approach identified increased respiratory pathogens [Burkholderiales, Klebsiella pneumonia] and decreased lactobacillus salivarius (FDR<0.05, p<0.05) in COVID-19 specimens. ConclusionNovel proteins [MX1 and WARS] can rapidly and reliably diagnose SARS-CoV-2 infection and identify asymptomatic and mild disease.
Gupta Ekta、aggrawal Reshu、Sarin Shiv K、Bhat Adil、Sharma Shvetank、Maras Jaswinder Singh
Department of Virology, Institute of Liver and Biliary SciencesDepartment of Virology, Institute of Liver and Biliary SciencesDepartment of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences||Department of Hepatology, Institute of Liver and Biliary SciencesDepartment of Molecular and Cellular Medicine, Institute of Liver and Biliary SciencesDepartment of Molecular and Cellular Medicine, Institute of Liver and Biliary SciencesDepartment of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences
医学研究方法基础医学分子生物学
Respiratory specimenProteomicsMetabolomicsMeta-proteomicsintegrated multi-omicsCOVID-19 positiveMarkers for COVID-19 screening
Gupta Ekta,aggrawal Reshu,Sarin Shiv K,Bhat Adil,Sharma Shvetank,Maras Jaswinder Singh.Multi-Omics integration analysis of respiratory specimen characterizes baseline molecular determinants associated with COVID-19 diagnosis[EB/OL].(2025-03-28)[2025-04-30].https://www.medrxiv.org/content/10.1101/2020.07.06.20147082.点此复制
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