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J Breath Res ; 14(3): 036007, 2020 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-32392552

RESUMO

Asthma is a heterogeneous disease with diverse severity and represents a considerable socio-economic burden. Exhaled Breath Condensate (EBC) is a biofluid directly obtained from the airway lining fluid non-invasively. We attempted to discriminate severe from mild-to-moderate asthma using EBC metabolomics based on both NMR and UHPLC-MS techniques. 36 patients were included in this study (15 patients with severe and 21 with mild-to-moderate asthma). EBC was collected and analyzed using both NMR and UHPLC-MS techniques for possible metabolites. Using PLS and oPLS analysis for the UHPLC-MS data, no metabolite was found to be sufficient for the discrimination of asthma severity. However, when another PLS-regression model was applied five metabolites were found to discriminate severe from mild-to-moderate asthma. Amino-acid lysine was the only metabolite that discriminated the two study groups using NMR data (p= 0.04, t-test with Welch's correction, AUC 0.66). EBC is an easily available biofluid which directly represents the lower airways but difficult-to-use for metabolomic analysis. Our study presents some encouraging findings for the discrimination of asthma severity subgroups using EBC metabolomics but more well-designed studies with a higher number of patients need to be conducted.


Assuntos
Asma/diagnóstico , Asma/metabolismo , Testes Respiratórios/métodos , Expiração , Metabolômica , Índice de Gravidade de Doença , Biomarcadores/metabolismo , Análise Discriminante , Feminino , Humanos , Análise dos Mínimos Quadrados , Espectroscopia de Ressonância Magnética , Masculino , Pessoa de Meia-Idade
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