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.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Biomarkers of Fibrosis in Patients with COVID-19 One Year After Hospital Discharge: A Prospective Cohort Study
    Mulet, Alba
    Tarraso, Julia
    Rodriguez-Borja, Enrique
    Carbonell-Asins, Juan A.
    Lope-Martinez, Amaia
    Marti-Martinez, Arancha
    Murria, Rosa
    Safont, Belen
    Fernandez-Fabrellas, Estrella
    Ros, Jose A.
    Rodriguez-Portal, Juan A.
    Andreu, Ada L.
    Soriano, Joan B.
    Signes-Costa, Jaime
    AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 2023, 69 (03) : 321 - 327
  • [2] Endothelial Biomarkers in Patients Recovered from COVID-19 One Year after Hospital Discharge: A Cross-Sectional Study
    Tong, Ming
    Yan, Xiquan
    Jiang, Yu
    Jin, Zhaoxia
    Zhu, Shengjiao
    Zou, Lianhong
    Liu, Yanjuan
    Zheng, Qing
    Chen, Guoqiang
    Gu, Ruifeng
    Zhou, Zhilan
    Han, Xiaotong
    He, Jiangming
    Yin, Siqing
    Ma, Changchun
    Xiao, Wen
    Zeng, Yong
    Chen, Fang
    Zhu, Yimin
    MEDITERRANEAN JOURNAL OF HEMATOLOGY AND INFECTIOUS DISEASES, 2022, 14
  • [3] The impact of Covid-19 on physical activity one year after hospital discharge
    Arents, E.
    Hermans, F.
    Salhi, B.
    De Burck, E.
    Geeurickx, K.
    Van Loo, W.
    Troosters, T.
    Derom, E.
    Van Braeckel, E.
    Vande Weygaerde, Y.
    Demeyer, H.
    EUROPEAN RESPIRATORY JOURNAL, 2022, 60
  • [4] Pulmonary function evaluation after hospital discharge of patients with severe COVID-19
    Palomeque, C.
    Pola, J.
    Ortega, F. C. Guillen
    EUROPEAN RESPIRATORY JOURNAL, 2022, 60
  • [5] Pulmonary function evaluation after hospital discharge of patients with severe COVID-19
    Polese, Jessica
    Sant'Ana, Larissa
    Moulaz, Isac Ribeiro
    Lara, Izabella Cardoso
    Bernardi, Julia Muniz
    de Lima, Marina Deorce
    Silva Turini, Elaina Aparecida
    Silveira, Gabriel Carnieli
    Duarte, Silvana
    Mill, Jose Geraldo
    CLINICS, 2021, 76
  • [6] Predictive systemic biomarkers of pulmonary fibrosis after COVID-19 pneumonia
    Suarez, Carla
    Sauleda Roig, Jaume
    Calvo Rado, Nestor
    De Mendoza Aristegui, Sara Hermoso
    Ramon Clar, Lluisa
    Nunez Sanchez, Belen
    Iglesias Coma, Amanda
    Noje Noje, Luminita Marinela
    Alonso Fernandez, Alberto
    Morell Garcia, Daniel
    Rodriguez Romero, Maria Mercedes
    Toledo Pons, Nuria
    Valera Felices, Jose Luis
    Martinez Menendez, Joaquin
    Palmer Sancho, Juan Antonio
    Pons De Ves, Jaume
    Sala Llinas, Ernest
    EUROPEAN RESPIRATORY JOURNAL, 2021, 58
  • [7] Sleep Quality of Patients with COVID-19 after Hospital Discharge
    Gundogdu, Nevhiz
    Tanriverdi, Musta A.
    PROGRESS IN NUTRITION, 2022, 24
  • [8] Sleep Quality of Patients with COVID-19 after Hospital Discharge
    Gundogdu, Nevhiz
    Tanriverdi, Mustafa
    PROGRESS IN NUTRITION, 2022, 24
  • [9] Readmission rates of patients with COVID-19 after hospital discharge
    Alanli, Recep
    Kucukay, Murat Bulent
    Yalcin, Kadir Serkan
    REVISTA DA ASSOCIACAO MEDICA BRASILEIRA, 2021, 67 (11): : 1610 - 1615
  • [10] Follow-up study on COVID-19 survivors one year after discharge from hospital
    Zhao, Yumiao
    Yang, Chunxia
    An, Xiaocai
    Xiong, Yajun
    Shang, Yaomin
    He, Jiarong
    Qiu, Yan
    Zhang, Ning
    Huang, Lisha
    Jia, Junli
    Xu, Qinfu
    Zhang, Long
    Zhao, Junjie
    Pei, Guangzhong
    Luo, Hong
    Wang, Jun
    Li, Qingquan
    Gao, Yanfeng
    Xu, Aiguo
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2021, 112 : 173 - 182