1. COVID‐19‐specific metabolic imprint yields insights into multiorgan system perturbations
- Author
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Soo Aleman, Lars Eriksson, Iva Filipovic, Martin Cornillet, Jean-Baptiste Gorin, André Perez-Potti, Mira Akber, Magda Lourda, Johan K. Sandberg, Laura Hertwig, Anna Norrby-Teglund, Efthymia Kokkinou, Tiphaine Parrot, Jagadeeswara Rao Muvva, Andrea Ponzetta, Sara Gredmark-Russ, Jonas Klingström, Niklas K. Björkström, Takuya Sekine, Hans-Gustaf Ljunggren, Christopher Maucourant, Jenny Mjösberg, Benedikt Strunz, Egle Kvedaraite, Olav Rooyackers, Marcus Buggert, Puran Chen, Majda Dzidic, Benedict J. Chambers, Renata Varnaite, Mattias Svensson, Kristoffer Strålin, J. Sandberg, and Olga Rivera-Ballesteros
- Subjects
Adult ,Male ,Proteomics ,Adolescent ,Coronavirus disease 2019 (COVID-19) ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Immunology ,Inflammation ,Computational biology ,Biology ,Severity of Illness Index ,Cohort Studies ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Metabolomics ,Central Nervous System Diseases ,Metabolome ,medicine ,Humans ,Immunology and Allergy ,Pandemics ,Aged ,030304 developmental biology ,0303 health sciences ,SARS-CoV-2 ,Confounding ,COVID-19 ,Middle Aged ,Multi organ ,Organ damage ,Phenotype ,Organ Specificity ,Case-Control Studies ,030220 oncology & carcinogenesis ,Female ,medicine.symptom - Abstract
COVID-19 affects multiple organ-systems. Recent studies have indicated perturbations in the circulating metabolome linked to COVID-19 severity. However, several questions pertain with respect to the metabolome in COVID-19. We performed an in-depth assessment of 1129 unique metabolites in 27 hospitalized COVID-19 patients and integrated results with large-scale proteomic and immunology data to capture multi-organ system perturbations. More than half of the detected metabolic alterations in COVID-19 were driven by patient-specific confounding factors ranging from comorbidities to xenobiotic substances. Systematically adjusting for this, a COVID-19 specific metabolic imprint was defined which, over time, underwent a switch in response to SARS-CoV-2 seroconversion. Integration of the COVID-19 metabolome with clinical, cellular, molecular and immunological severity scales further revealed a network of metabolic trajectories aligned with multiple pathways for immune activation, and organ damage including neurological inflammation and damage. Altogether, this resource refines our understanding of the multi organ-system perturbations in severe COVID-19 patients. This article is protected by copyright. All rights reserved.
- Published
- 2021