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

被引:0
作者
Botello-Marabotto, Marina [1 ,2 ,3 ]
Tarraso, Julia [4 ]
Mulet, Alba [4 ]
Presa-Fernandez, Lucia [4 ]
Fernandez-Fabrellas, Estrella [5 ]
Portal, Jose A. Rodriguez [6 ]
Ros, Jose A. [7 ]
Lozano-Vicente, Desire [8 ]
Bernardos, Andrea [2 ,3 ,9 ,10 ]
Martinez-Bisbal, M. Carmen [1 ,2 ,3 ,11 ]
Martinez-Manez, Ramon [1 ,2 ,3 ,9 ,10 ]
Signes-Costa, Jaime [4 ]
机构
[1] Univ Politecn Valencia, Unidad Mixta Invest Nanomed & Sensores, Inst Invest Sanitaria La Fe IISLAFE, Valencia, Spain
[2] Univ Valencia, Univ Politecn Valencia, Inst Interuniv Invest Reconocimiento Mol & Desarro, Valencia, Spain
[3] Inst Salud Carlos III, CIBER Bioingn Biomat & Nanomed, Madrid, Spain
[4] Univ Valencia, Hosp Clin, Pulm Dept, INCLIVA, Valencia, Spain
[5] Hosp Gen Valencia, Pulm Dept, Valencia, Spain
[6] Univ Seville, Hosp Virgen Rocio, Seville, Spain
[7] Hosp Virgen Arrixaca, Pulm Dept, Murcia, Spain
[8] Hosp Arcos Mar del Menor, Pulm Dept, Murcia, Spain
[9] Univ Politecn Valencia, Dept Quim, Valencia, Spain
[10] Univ Politecn Valencia, Ctr Invest Principe Felipe, Unidad Mixta UPV CIPF Invest Mecanismos Enfermedad, Valencia, Spain
[11] Univ Valencia, Dept Quim Fis, Valencia, Spain
关键词
H-1-NMR spectroscopy; biomarkers; COVID-19; metabolomics; pulmonary fibrosis; SPECTROSCOPY; SPIROMETRY; SOCIETY;
D O I
10.1002/jmv.70289
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
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 (& boxH;CH-CH2-CH & boxH;) were suggested as potential biomarkers of the development of pulmonary fibrotic sequelae after COVID-19.
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页数:10
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