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Clinical phenotype clustering in cardiovascular risk patients for the identification of responsive metabotypes after red wine polyphenol intake

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10.1016/j.jnutbio.2015.10.002
 
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Vazquez Fresno, Rosa
Llorach Asunción, Rafael
Perera Lluna, AlexandreMés informacióMés informacióMés informació
Mandal, Rupasri
Feliz, Miguel
Tinahones, Francisco J.
Wishart, David
Andres Lacueva, Cristina
Document typeArticle
Defense date2016-02-01
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
Abstract
© 2015 Elsevier Inc. This study aims to evaluate the robustness of clinical and metabolic phenotyping through, for the first time, the identification of differential responsiveness to dietary strategies in the improvement of cardiometabolic risk conditions. Clinical phenotyping of 57 volunteers with cardiovascular risk factors was achieved using k-means cluster analysis based on 69 biochemical and anthropometric parameters. Cluster validation based on Dunn and Figure of Merit analysis for internal coherence and external homogeneity were employed. k-Means produced four clusters with particular clinical profiles. Differences on urine metabolomic profiles among clinical phenotypes were explored and validated by multivariate orthogonal signal correction partial least-squares discriminant analysis (OSC-PLS-DA) models. OSC-PLS-DA of 1H-NMR data revealed that model comparing
CitationVazquez, R., Llorach, R., Perera, A., Mandal, R., Feliz, M., Tinahones, F., Wishart, D., Andres, C. Clinical phenotype clustering in cardiovascular risk patients for the identification of responsive metabotypes after red wine polyphenol intake. "Journal of nutritional biochemistry", 01 Febrer 2016, vol. 28, p. 114-120. 
URIhttp://hdl.handle.net/2117/85014
DOI10.1016/j.jnutbio.2015.10.002
ISSN0955-2863
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  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.238]
  • SISBIO - Senyals i Sistemes Biomèdics - Articles de revista [70]
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