1. A metabolomic approach for diagnosis of experimental sepsis.
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Izquierdo-García, José, Nin, Nicolás, Ruíz-Cabello, Jesús, Rojas, Yeny, Paula, Marta, López-Cuenca, Sonia, Morales, Luis, Martínez-Caro, Leticia, Fernández-Segoviano, Pilar, Esteban, Andrés, Lorente, José, Izquierdo-García, José L, Nin, Nicolás, Ruíz-Cabello, Jesús, de Paula, Marta, López-Cuenca, Sonia, Martínez-Caro, Leticia, Fernández-Segoviano, Pilar, Esteban, Andrés, and Lorente, José A
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SEPSIS ,BIOMARKERS ,NUCLEAR magnetic resonance ,METABOLITES ,SPECTRUM analysis ,CHEMOMETRICS ,DIAGNOSIS - Abstract
Background: The search for reliable diagnostic biomarkers of sepsis remains necessary. Assessment of global metabolic profiling using quantitative nuclear magnetic resonance (NMR)-based metabolomics offers an attractive modern methodology for fast and comprehensive determination of multiple circulating metabolites and for defining the metabolic phenotype of sepsis.Objective: To develop a novel NMR-based metabolomic approach for diagnostic evaluation of sepsis.Methods: Male Sprague-Dawley rats (weight 325-375 g) underwent cecal ligation and puncture (n = 14, septic group) or sham procedure (n = 14, control group) and 24 h later were euthanized. Lung tissue, bronchoalveolar lavage (BAL) fluid, and serum samples were obtained for (1)H NMR and high-resolution magic-angle spinning analysis. Unsupervised principal components analysis was performed on the processed spectra, and a predictive model for diagnosis of sepsis was constructed using partial least-squares discriminant analysis.Results: NMR-based metabolic profiling discriminated characteristics between control and septic rats. Characteristic metabolites changed markedly in septic rats as compared with control rats: alanine, creatine, phosphoethanolamine, and myoinositol concentrations increased in lung tissue; creatine increased and myoinositol decreased in BAL fluid; and alanine, creatine, phosphoethanolamine, and acetoacetate increased whereas formate decreased in serum. A predictive model for diagnosis of sepsis using these metabolites classified cases with sensitivity and specificity of 100%.Conclusions: NMR metabolomic analysis is a potentially useful technique for diagnosis of sepsis. The concentrations of metabolites involved in energy metabolism and in the inflammatory response change in this model of sepsis. [ABSTRACT FROM AUTHOR]- Published
- 2011
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