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

医学 肺炎 2019年冠状病毒病(COVID-19) 内科学 肺纤维化 生物标志物 前瞻性队列研究 单变量分析 疾病 多元分析 传染病(医学专业) 生物化学 化学
作者
Marina Botello‐Marabotto,Julia Tarrasó,Alba Mulet,Lucía Presa‐Fernández,Estrella Fernández‐Fabrellas,José Antonio Rodríguez Portal,José Antonio Ros,Desiré Lozano‐Vicente,Andrea Bernardos,M. Carmen Martínez‐Bisbal,Ramón Martínez‐Máñez,Jaime Signes‐Costa
出处
期刊:Journal of Medical Virology [Wiley]
卷期号:97 (3)
标识
DOI:10.1002/jmv.70289
摘要

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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