AUTHOR=Ceballos Francisco C. , Virseda-Berdices Ana , Resino Salvador , Ryan Pablo , Martínez-González Oscar , Peréz-García Felipe , Martin-Vicente María , Brochado-Kith Oscar , Blancas Rafael , Bartolome-Sánchez Sofía , Vidal-Alcántara Erick Joan , Albóniga-Díez Oihane Elena , Cuadros-González Juan , Blanca-López Natalia , Martínez Isidoro , Martinez-Acitores Ignacio Ramirez , Barbas Coral , Fernández-Rodríguez Amanda , Jiménez-Sousa María Ángeles TITLE=Metabolic Profiling at COVID-19 Onset Shows Disease Severity and Sex-Specific Dysregulation JOURNAL=Frontiers in Immunology VOLUME=13 YEAR=2022 URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2022.925558 DOI=10.3389/fimmu.2022.925558 ISSN=1664-3224 ABSTRACT=Background

metabolic changes through SARS-CoV-2 infection has been reported but not fully comprehended. This metabolic dysregulation affects multiple organs during COVID-19 and its early detection can be used as a prognosis marker of severity. Therefore, we aimed to characterize metabolic and cytokine profile at COVID-19 onset and its relationship with disease severity to identify metabolic profiles predicting disease progression.

Material and Methods

we performed a retrospective cross-sectional study in 123 COVID-19 patients which were stratified as asymptomatic/mild, moderate and severe according to the highest COVID-19 severity status, and a group of healthy controls. We performed an untargeted plasma metabolic profiling (gas chromatography and capillary electrophoresis-mass spectrometry (GC and CE-MS)) and cytokine evaluation.

Results

After data filtering and identification we observed 105 metabolites dysregulated (66 GC-MS and 40 CE-MS) which shown different expression patterns for each COVID-19 severity status. These metabolites belonged to different metabolic pathways including amino acid, energy, and nitrogen metabolism among others. Severity-specific metabolic dysregulation was observed, as an increased transformation of L-tryptophan into L-kynurenine. Thus, metabolic profiling at hospital admission differentiate between severe and moderate patients in the later phase of worse evolution. Several plasma pro-inflammatory biomarkers showed significant correlation with deregulated metabolites, specially with L-kynurenine and L-tryptophan. Finally, we describe a strong sex-related dysregulation of metabolites, cytokines and chemokines between severe and moderate patients. In conclusion, metabolic profiling of COVID-19 patients at disease onset is a powerful tool to unravel the SARS-CoV-2 molecular pathogenesis.

Conclusions

This technique makes it possible to identify metabolic phenoconversion that predicts disease progression and explains the pronounced pathogenesis differences between sexes.