Metabolomic Biomarkers of Pulmonary Fibrosis in COVID‐19 Patients One Year After Hospital Discharge
Coronavirus disease 2019 (COVID-19) global pandemic has affected more than 600 million people up to date. The symptomatology and severity of COVID-19 are very broad, and there are still concerns about the long-term sequelae that it can have on discharged patients. The development of pulmonary fibrotic sequelae after this infection is especially worrying. Our aim was to determine if there was a metabolomic signature that could predict the development of pulmonary fibrotic sequelae. It is a multicenter prospective observation subcohort based on the COVID-FIBROTIC study. A metabolomic analysis was performed by nuclear magnetic resonance (NMR) on serum samples from patients admitted with bilateral COVID-19 pneumonia collected 2 months after hospital discharge. One year after admission, clinical, functional and radiological data were collected from these same patients. Finally, 109 patients (mean age 57.68 [DS14.03], 65.13% male) were available. Fibrotic sequelae 1 year after COVID-19 disease were found in 33% of them. Based on the NMR analysis of the serum samples, it was possible to distinguish with 80.82% of sensitivity, 72.22% of specificity and 0.83 of an area under the curve (AUC) value which patients would have radiological signs of pulmonary fibrotic pattern 1 year after sample collection. According to the metabolites participating in the discriminative model and the univariate statistics, glucose, valine, and fatty acids (═CH-CH2-CH═) were suggested as potential biomarkers of the development of pulmonary fibrotic sequelae after COVID-19. TRIAL REGISTRATION NUMBER: clinicaltrials.gov NCT04409275 (June 1, 2020).
Authors
- M. Carmen Martínez‐Bisbal (ORCID: https://orcid.org/0000-0002-8526-4413)
- José Antonio Ros (ORCID: https://orcid.org/0000-0002-4323-5729)
- Estrella Fernández‐Fabrellas (ORCID: https://orcid.org/0000-0001-5420-4269)
- Jaime Signes‐Costa (ORCID: https://orcid.org/0000-0002-8221-6045)
- Alba Mulet (ORCID: https://orcid.org/0000-0002-8842-7054)
- Marina Botello‐Marabotto (ORCID: https://orcid.org/0000-0002-0481-463X)
- Andrea Bernardos (ORCID: https://orcid.org/0000-0002-3842-5771)
- Julia Tarrasó (ORCID: https://orcid.org/0000-0003-2304-7779)
- Ramón Martínez‐Máñez (ORCID: https://orcid.org/0000-0001-5873-9674)
- José Antonio Rodríguez Portal (ORCID: https://orcid.org/0000-0003-0741-2756)
- Lucía Presa‐Fernández (ORCID: https://orcid.org/0000-0003-0728-5785)
- Desiré Lozano‐Vicente
Institutions
- Universitat de València (ES)
- Instituto de Salud Carlos III (ES)
- Hospital General Universitario De Valencia (ES)
- Hospital General Universitario Los Arcos del Mar Menor (ES)
- Hospital Universitario Virgen de la Arrixaca (ES)
- Hospital Universitario Virgen del Rocío (ES)
- INCLIVA Health Research Institute (ES)
- Centro de Investigacion Principe Felipe (ES)
- Instituto de Investigación Sanitaria La Fe (ES)
- Universitat Politècnica de València (ES)
Publication Details
- Journal
- Journal of Medical Virology
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1002/jmv.70289
- Citations
- 1
- Primary Topic
- Long-Term Effects of COVID-19
- Type
- article
- Field-Weighted Citation Impact
- 1.39
Funders
- American Concrete Institute Foundation
- Generalitat Valenciana
- Ministerio de Ciencia e Innovación
- Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina
- INCLIVA Instituto de Investigación Sanitaria
- Instituto de Salud Carlos III
- European Regional Development Fund
- Agencia Estatal de Investigación