Journal Article Review Epublish 32 citations
PubMed: 36876049 DOI: 10.3389/fmolb.2023.1111482
Metabolomics as a powerful tool for diagnostic, pronostic and drug intervention analysis in COVID-19.
Front Mol Biosci 10:1111482
Authors: Chiara Bruzzone, Ricardo Conde, Nieves Embade, José M Mato, Oscar Millet
Affiliations
- Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Bilbao, Bizkaia, Spain.
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain.
Abstract
COVID-19 currently represents one of the major health challenges worldwide. Albeit its infectious character, with onset affectation mainly at the respiratory track, it is clear that the pathophysiology of COVID-19 has a systemic character, ultimately affecting many organs. This feature enables the possibility of investigating SARS-CoV-2 infection using multi-omic techniques, including metabolomic studies by chromatography coupled to mass spectrometry or by nuclear magnetic resonance (NMR) spectroscopy. Here we review the extensive literature on metabolomics in COVID-19, that unraveled many aspects of the disease including: a characteristic metabotipic signature associated to COVID-19, discrimination of patients according to severity, effect of drugs and vaccination treatments and the characterization of the natural history of the metabolic evolution associated to the disease, from the infection onset to full recovery or long-term and long sequelae of COVID.
MeSH
Pharmaceutical Preparations, Covid-19, Metabolomics, Lipidomics, Infections, Post-Acute Covid-19 Syndrome
Cited by
- Differential abundance of lipids and metabolites related to SARS-CoV-2 infection and susceptibility. Sci Rep, 2023
- Laboratory Findings and Biomarkers in Long COVID: What Do We Know So Far? Insights into Epidemiology, Pathogenesis, Therapeutic Perspectives and Challenges. Int J Mol Sci, 2023
- Metabolomics Profiling Reveals Critical Roles of Indoxyl Sulfate in the Regulation of Innate Monocytes in COVID-19. Cells, 2025
- Metabolomic alterations in the plasma of patients with various clinical manifestations of COVID-19. Virol J, 2024
- Metabolomic and lipoproteomic differences and similarities between COVID-19 and other types of pneumonia. Sci Rep, 2025
- Amino Acid Metabolism in Leukocytes Showing In Vitro IgG Memory from SARS-CoV2-Infected Patients. Diseases, 2024
- A Large Language Model-Powered Map of Metabolomics Research. bioRxiv, 2025
- Integration of metabolomics methodologies for the development of predictive models for mortality risk in elderly patients with severe COVID-19. BMC Infect Dis, 2025
- Unveiling the metabolomic profile of growth hormone deficiency children using NMR spectroscopy. Metabolomics, 2025
- Convergent Mechanisms in Virus-Induced Cancers: A Perspective on Classical Viruses, SARS-CoV-2, and AI-Driven Solutions. Infect Dis Rep, 2025
- Comprehensive clinical and metabolomics profiling of COVID-19 Mexican patients across three epidemiological waves. Front Mol Biosci, 2025
- A Large Language Model-Powered Map of Metabolomics Research. Anal Chem, 2025
- Methylprednisolone therapy induces differential metabolic trajectories in severe COVID-19 patients. mSystems, 2023
- Metabolomics and machine learning identify urine metabolic characteristics and potential biomarkers for severe Mycoplasma pneumoniae pneumonia. Sci Rep, 2025
- Enhanced Standard Operating Procedures for 31P NMR-Based Metabolomics in Tissue Extracts. JACS Au, 2025
- Recommendations for sample selection, collection and preparation for NMR-based metabolomics studies of blood. Metabolomics, 2025
- Comparative metabolomic analysis reveals shared and unique features of COVID-19 cytokine storm and surgical sepsis. Sci Rep, 2025
- Unraveling metabolic signatures in SARS-CoV-2 variant infections using multiomics analysis. Front Immunol, 2025
- Advantages of Metabolomics-Based Multivariate Machine Learning to Predict Disease Severity: Example of COVID. Int J Mol Sci, 2024