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Metabolomic Biomarkers of Pulmonary Fibrosis in COVID-19 Patients One Year After Hospital Discharge
Marina Botello-Marabotto1,2,3, Julia Tarrasó4, Alba Mulet4
1Unidad Mixta de Investigación en Nanomedicina y Sensores. Instituto de Investigación Sanitaria La Fe (IISLAFE), Universitat Politècnica de València, Valencia, Spain.
Insights
Researchers identified a metabolomic signature in COVID-19 patients that can predict pulmonary fibrotic sequelae. This discovery may help identify at-risk individuals for early intervention after coronavirus disease 2019.
Area of Science:
- Pulmonology
- Metabolomics
- Infectious Diseases
Background:
- The COVID-19 pandemic has led to widespread concern regarding long-term health consequences, particularly pulmonary fibrotic sequelae.
- Identifying patients at risk for developing these fibrotic changes post-infection is crucial for timely management.
Purpose of the Study:
- To investigate whether a metabolomic signature in serum samples can predict the development of pulmonary fibrotic sequelae in patients after COVID-19 pneumonia.
- To identify potential biomarkers associated with fibrotic changes one year post-discharge.
Main Methods:
- A prospective, multicenter observational subcohort study (COVID-FIBROTIC) was conducted.
- Serum samples from 109 patients hospitalized with bilateral COVID-19 pneumonia were analyzed using nuclear magnetic resonance (NMR) metabolomics 2 months post-discharge.
- Clinical, functional, and radiological data were collected 1 year after admission to assess for fibrotic sequelae.
Main Results:
- Pulmonary fibrotic sequelae were identified in 33% of patients one year after COVID-19 disease.
- NMR-based metabolomic analysis achieved 80.82% sensitivity and 72.22% specificity (AUC 0.83) in distinguishing patients who would develop radiological signs of pulmonary fibrosis.
- Glucose, valine, and specific fatty acids were identified as potential biomarkers for predicting fibrotic sequelae.
Conclusions:
- A metabolomic signature exists that can predict the development of pulmonary fibrotic sequelae following COVID-19.
- Glucose, valine, and fatty acids show promise as biomarkers for identifying individuals at risk for long-term pulmonary complications after COVID-19.
- These findings support the potential for early, targeted interventions in high-risk patients.
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).
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