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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Metabolomic Biomarkers of Pulmonary Fibrosis in COVID‐19 Patients One Year After Hospital Discharge

M. Carmen Martínez‐Bisbal, José Antonio Ros, Estrella Fernández‐Fabrellas, Jaime Signes‐Costa et al.
1 citations
Journal of Medical Virology
Long-Term Effects of COVID-19
1.39
article

Metabolomic Biomarkers of Pulmonary Fibrosis in COVID‐19 Patients One Year After Hospital Discharge

M. Carmen Martínez‐Bisbal, José Antonio Ros, Estrella Fernández‐Fabrellas, Jaime Signes‐Costa, Alba Mulet, Marina Botello‐Marabotto, Andrea Bernardos, Julia Tarrasó, Ramón Martínez‐Máñez, José Antonio Rodríguez Portal, Lucía Presa‐Fernández, Desiré Lozano‐Vicente
article en
1 citations

Abstract

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).

Journal of Medical VirologyVol. 97(3)
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)
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
Reduced inequalities
Openalex Percentile: Top 22%
Long-Term Effects of COVID-19
1.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.