Multi-Omics Reveals Mechanisms of Partial Modulation of COVID-19 Dysregulation by Glucocorticoid Treatment.
Matt SpickAmy E CampbellIvona Baricevic-JonesJohanna von GerichtenHolly-May LewisCecile F FrampasKatie LongmanAlexander StewartDeborah Dunn-WaltersDebra Jean SkeneNophar GeifmanAnthony D WhettonMelanie J BaileyPublished in: International journal of molecular sciences (2022)
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.
Keyphrases
- coronavirus disease
- sars cov
- mass spectrometry
- liquid chromatography
- healthcare
- palliative care
- amino acid
- end stage renal disease
- mental health
- single cell
- computed tomography
- cardiovascular disease
- newly diagnosed
- chronic kidney disease
- ejection fraction
- type diabetes
- nitric oxide
- magnetic resonance
- risk assessment
- combination therapy
- coronary artery disease
- social media
- machine learning
- ms ms
- drug delivery
- peritoneal dialysis
- health insurance
- contrast enhanced
- health promotion