Skin imprints to provide noninvasive metabolic profiling of COVID-19 patients
Delafiori, J.; Siciliano, R. F.; de Oliveira, A. N.; Nicolau, J. C.; Sales, G. M.; Dalcoquio, T. F.; Busanello, E. N. B.; Eguti, A.; de Oliveira, D. N.; Bertolin, A. J.; dos Santos, L. A.; Salsoso, R.; Marcondes-Braga, F. G.; Duran, N.; Perroud, M. W.; Sabino, E. C.; Reis, L. O.; Favaro, W. J.; Catharino, R. R.
Show abstract
As the current COVID-19 pandemic progresses, more symptoms and signals related to how the disease manifests in the human body arise in the literature. Skin lesions and coagulopathies may be confounding factors on routine care and patient management. We analyzed the metabolic and lipidic profile of the skin from COVID-19 patients using imprints in silica plates as a non-invasive alternative, in order to better understand the biochemical disturbances caused by SARS-CoV-2 in the skin. One hundred and one patients (64 COVID-19 positive patients and 37 control patients) were enrolled in this cross-sectional study from April 2020 to June 2020 during the first wave of COVID-19 in Sao Paulo, Brazil. Fourteen biomarkers were identified related to COVID-19 infection (7 increased and 7 decreased in COVID-19 patients). Remarkably, oleamide has shown promising performance, providing 79.0% of sensitivity on a receiver operating characteristic curve model. Species related to coagulation and immune system maintenance such as phosphatidylserines were decreased in COVID-19 patients; on the other hand, cytokine storm and immunomodulation may be affected by molecules increased in the COVID-19 group, particularly primary fatty acid amides and N-acylethanolamines, which are part of the endocannabinoid system. Our results show that skin imprints may be a useful, noninvasive strategy for COVID-19 screening, by electing a pool of biomarkers with diagnostic potential.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Tuberculosis causes highly conserved metabolic changes in human patients, mycobacteria-infected mice and zebrafish larvae 94%
- Tissue-wide metabolomics reveals wide impact of gut microbiota on mice metabolite composition 94%
- Small-molecule metabolome identifies potential therapeutic targets against COVID-19 94%
Similar papers in this journal
Similar papers in this journal
- Next generation plasma proteome profiling of COVID-19 patients with mild to moderate symptoms 93%
- Development of mass spectrometry-based targeted assay for direct detection of novel SARS-CoV-2 coronavirus from clinical specimens 93%
- Metabolomic profiling of pancreatic adenocarcinoma reveals fundamental clinical features 91%
Similar papers in this journal
- Metabolic snapshot of plasma samples reveals new pathways implicated in SARS-CoV-2 pathogenesis 96%
- Proteo-genomic analysis of SARS-CoV-2: A clinical landscape of SNPs, COVID-19 proteome and host responses 95%
- Integrative metabolomics and proteomics allow the global intracellular characterization of Bacillus subtilis cells and spores. 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.