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New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans

Diagnosis of pulmonary arterial hypertension (PAH) is difficult due to the lack of specific clinical symptoms and biomarkers, especially at early stages. We compared plasma metabolic fingerprints of PAH patients (n = 20) with matched healthy volunteers (n = 20) using, for the first time, untargeted...

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Autores principales: Bujak, Renata, Mateo, Jesús, Blanco, Isabel, Izquierdo-García, José Luis, Dudzik, Danuta, Markuszewski, Michał J., Peinado, Victor Ivo, Laclaustra, Martín, Barberá, Joan Albert, Barbas, Coral, Ruiz-Cabello, Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4972307/
https://www.ncbi.nlm.nih.gov/pubmed/27486806
http://dx.doi.org/10.1371/journal.pone.0160505
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author Bujak, Renata
Mateo, Jesús
Blanco, Isabel
Izquierdo-García, José Luis
Dudzik, Danuta
Markuszewski, Michał J.
Peinado, Victor Ivo
Laclaustra, Martín
Barberá, Joan Albert
Barbas, Coral
Ruiz-Cabello, Jesús
author_facet Bujak, Renata
Mateo, Jesús
Blanco, Isabel
Izquierdo-García, José Luis
Dudzik, Danuta
Markuszewski, Michał J.
Peinado, Victor Ivo
Laclaustra, Martín
Barberá, Joan Albert
Barbas, Coral
Ruiz-Cabello, Jesús
author_sort Bujak, Renata
collection PubMed
description Diagnosis of pulmonary arterial hypertension (PAH) is difficult due to the lack of specific clinical symptoms and biomarkers, especially at early stages. We compared plasma metabolic fingerprints of PAH patients (n = 20) with matched healthy volunteers (n = 20) using, for the first time, untargeted multiplatform metabolomics approach consisting of high-performance liquid and gas chromatography coupled with mass spectrometry. Multivariate statistical analyses were performed to select metabolites that contribute most to groups’ classification (21 from liquid in both ionization modes and 9 from gas chromatography-mass spectrometry). We found metabolites related to energy imbalance, such as glycolysis-derived metabolites, as well as metabolites involved in fatty acid, lipid and amino acid metabolism. We observed statistically significant changes in threitol and aminomalonic acid in PAH patients, which could provide new biochemical insights into the pathogenesis of the disease. The results were externally validated on independent case and control cohorts, confirming up to 16 metabolites as statistically significant in the validation study. Multiplatform metabolomics, followed by multivariate chemometric data analysis has a huge potential for explaining pathogenesis of PAH and for searching potential and new more specific and less invasive markers of the disease.
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spelling pubmed-49723072016-08-18 New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans Bujak, Renata Mateo, Jesús Blanco, Isabel Izquierdo-García, José Luis Dudzik, Danuta Markuszewski, Michał J. Peinado, Victor Ivo Laclaustra, Martín Barberá, Joan Albert Barbas, Coral Ruiz-Cabello, Jesús PLoS One Research Article Diagnosis of pulmonary arterial hypertension (PAH) is difficult due to the lack of specific clinical symptoms and biomarkers, especially at early stages. We compared plasma metabolic fingerprints of PAH patients (n = 20) with matched healthy volunteers (n = 20) using, for the first time, untargeted multiplatform metabolomics approach consisting of high-performance liquid and gas chromatography coupled with mass spectrometry. Multivariate statistical analyses were performed to select metabolites that contribute most to groups’ classification (21 from liquid in both ionization modes and 9 from gas chromatography-mass spectrometry). We found metabolites related to energy imbalance, such as glycolysis-derived metabolites, as well as metabolites involved in fatty acid, lipid and amino acid metabolism. We observed statistically significant changes in threitol and aminomalonic acid in PAH patients, which could provide new biochemical insights into the pathogenesis of the disease. The results were externally validated on independent case and control cohorts, confirming up to 16 metabolites as statistically significant in the validation study. Multiplatform metabolomics, followed by multivariate chemometric data analysis has a huge potential for explaining pathogenesis of PAH and for searching potential and new more specific and less invasive markers of the disease. Public Library of Science 2016-08-03 /pmc/articles/PMC4972307/ /pubmed/27486806 http://dx.doi.org/10.1371/journal.pone.0160505 Text en © 2016 Bujak et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bujak, Renata
Mateo, Jesús
Blanco, Isabel
Izquierdo-García, José Luis
Dudzik, Danuta
Markuszewski, Michał J.
Peinado, Victor Ivo
Laclaustra, Martín
Barberá, Joan Albert
Barbas, Coral
Ruiz-Cabello, Jesús
New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title_full New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title_fullStr New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title_full_unstemmed New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title_short New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans
title_sort new biochemical insights into the mechanisms of pulmonary arterial hypertension in humans
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4972307/
https://www.ncbi.nlm.nih.gov/pubmed/27486806
http://dx.doi.org/10.1371/journal.pone.0160505
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