International Journal of Molecular Sciences · 2022 · 20 citations · 41 references
Life SciencesEndocrinologyPharmacologyInflammationMetabolomicsPathway AnalysisMass Spectrometry-based MetabolomicsMetabolite ProfilingMetabolomics Data AnalysisMulti-omics Biomarker DiscoveryMulti-omics Data FusionMulti-omics InterpretationBiomarker Discovery From Multi-omics DataData-independent AcquisitionGlucocorticoid Mechanism Of ActionGlucocorticoid MetabolismLiquid Chromatography-mass SpectrometryLiquid Chromatography-mass Spectrometry AnalysisMetabolomic ChangesQuantitative Metabolomics
Treatments for COVID-19 infections have improved dramatically since the beginning of the pandemic, and glucocorticoids have been a key tool in improving mortality rates. The UK's National Institute for Health and Care Excellence guidance is for treatment to be targeted only at those requiring oxygen supplementation, however, and the interactions between glucocorticoids and COVID-19 are not completely understood. In this work, a multi-omic analysis of 98 inpatient-recruited participants was performed by quantitative metabolomics (using targeted liquid chromatography-mass spectrometry) and data-independent acquisition proteomics. Both 'omics datasets were analysed for statistically significant features and pathways differentiating participants whose treatment regimens did or did not include glucocorticoids. Metabolomic differences in glucocorticoid-treated patients included the modulation of cortisol and bile acid concentrations in serum, but no alleviation of serum dyslipidemia or increased amino acid concentrations (including tyrosine and arginine) in the glucocorticoid-treated cohort relative to the untreated cohort. Proteomic pathway analysis indicated neutrophil and platelet degranulation as influenced by glucocorticoid treatment. These results are in keeping with the key role of platelet-associated pathways and neutrophils in COVID-19 pathogenesis and provide opportunity for further understanding of glucocorticoid action. The findings also, however, highlight that glucocorticoids are not fully effective across the wide range of 'omics dysregulation caused by COVID-19 infections.
41
Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text
Dexamethasone in Hospitalized Patients with Covid-19
New England Journal of Medicine · 2020 · 10.1K citations · Full text
Dexamethasone in Hospitalized Patients with Covid-19.
Peter Horby, Wei Shen Lim, Jonathan Emberson et al. · DiRROS repository (University of Maribor) · 2020 · 8K citations · Full text
Proposed minimum reporting standards for chemical analysis
Lloyd W. Sumner, Alexander Amberg, Michael H. Beale et al. · Metabolomics · 2007 · 5K citations · Full text