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Assessment of periportal fibrosis in Schistosomiasis mansoni patients by proton nuclear magnetic resonance-based metabonomics models

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World Journal of Hepatology 2022年第4期14卷 719-728页

作者： Milena Lima rodrigues tatiane priscila santos rodrigues da luz Caroline Louise Diniz Pereira Andrea Dória Batista Ana Lúcia Coutinho Domingues Ricardo Oliveira Silva Edmundo Pessoa Lopes Programa de Pós-Graduação em Medicina Tropical Centro de Ciências MédicasUniversidade Federal de PernambucoRecife 50670-901PernambucoBrazil Programa de Pós-Graduação em Química Centro de Ciências Exatas e da NaturezaUniversidade Federal de PernambucoRecife 50670-740PernambucoBrazil Hospital das Clínicas Departamento de Medicina ClínicaUniversidade Federal de PernambucoRecife 50670-901PernambucoBrazil

BACKGROUND The evaluation of periportal fibrosis(PPF)is essential for a prognostic assessment of patients with Schistosomiasis *** WHO Niamey Protocol defines patterns of fibrosis from abdominal ultrasonography,^(1)H-nuclear magnetic resonance(NMR)-based metabonomics has been employed to assess liver fibrosis in some *** To build 1H-NMR-based metabonomics models(MM)to discriminate mild from significant periportal PPF and identify differences in the metabolite *** A prospective cross-sectional study was performed on schistosomiasis patients at a University Hospital in Northeastern *** evaluated 41 serum samples from 10 patients with mild PPF(C Niamey pattern)and 31 patients with significant PPF(D/E/F Niamey patterns).MM were built using partial least squares-discriminant analysis(PLS-da)and orthogonal projections to latent structures discriminant analysis(OPLS-da)*** PLS-da and OPLS-da resulted in discrimination between mild and significant PPF groups with R2 and Q2 values of 0.80 and 0.38 and 0.72 and 0.42 for each model,*** OPLS-da model presented accuracy,sensitivity,and specificity values of 92.7%,90.3%,and 100%to discriminate significant *** metabolites identified as responsible by discrimination were:Nacetylglucosamines,alanine,glycolaldehyde,carbohydrates,and *** MMs discriminated mild from significant PPF patterns in patients with Schistosomiasis mansoni through identification of differences in serum metabolites profiles.

关键词： Metabolomics Portal hypertension Schistosoma mansoni Biomarkers Neglected disease Nuclear magnetic resonance

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