Solid-phase microextraction of sweat components of patients positive for Sars-Cov-2 for identification of possible biomarkers
Metabolomics is gaining consideration as a viable approach to diseases detection and even shows promising results in COVID-19 diagnosis. This work extends the study of the relationship between extractable sweat compounds and COVID-19 positive patients. Sweat samples were collected from 426 patients (126 positives and 300 negatives) recruited at Merida and Progreso (Yucatán, México) health centers. The composition of sweat was analyzed with a solid phase microextraction gas chromatography-mass spectrometry (SPME-GC-MS) method. The PLS-DA, with specificity and sensitivity percentages greater than 80%, revealed significant differences between the DI-SPME profiles of infected and non-infected patients. Six key peaks used in the classification model were annotated as undecanal, methyl palmitoleate, palmitic acid, methyl oleate, squalene, and methyl cerotate, based on NIST17 spectral matches (> 90%) and interpretation aided by retention index (RI) data. Palmitic acid and Methyl oleate signals were elevated in COVID-positive patients,while undecanal, methyl palmitoleate, squalene and methyl cerotate were detected in lower amounts in COVID-positive patients. The identified set of compounds may serve as potential biomarkers for COVID-19 disease, not only in serologic assessments but also in the development of non-invasive diagnostic approaches, such as sweat-based or volatilome-based testing, as well as for monitoring disease progression and patient recovery.
Authors
- Pilar Granja-Pérez
- Lilia C. Soler-Jiménez (ORCID: https://orcid.org/0000-0002-6784-7623)
- Emanuel Hernández‐Núñez (ORCID: https://orcid.org/0000-0002-7467-7538)
- Víctor M. Vidal‐Martínez (ORCID: https://orcid.org/0000-0002-6829-6317)
- Juan Vázquez-Martínez (ORCID: https://orcid.org/0000-0002-3037-1457)
- David I. Hernández-Mena (ORCID: https://orcid.org/0000-0003-0822-3498)
- Juan Manuel Mancilla-Tapia
- Héctor A. Peniche‐Pavía (ORCID: https://orcid.org/0000-0002-2252-8864)
Institutions
- Instituto Tecnológico Superior de Xalapa (MX)
- Instituto Tecnológico Superior de Irapuato (MX)
- Instituto de Pesca (BR)
- Autonomous University of Yucatán (MX)
- Universidad Kino (MX)
- Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (MX)
- Universidad Nacional Autónoma de México (MX)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-10-13
- DOI
- https://doi.org/10.1038/s41598-025-19509-2
- Primary Topic
- Advanced Chemical Sensor Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00