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(1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test

Cardiovascular diseases are the leading cause of death worldwide. Changes in lifestyle and/or pharmacological treatment are able to reduce the burden of coronary artery diseases (CAD) and early diagnosis is crucial for the timely and optimal management of the disease. Stress testing is a good method...

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Autores principales: Lema, Camila, Andrés, Mireia, Aguadé-Bruix, Santiago, Consegal, Marta, Rodriguez-Sinovas, Antonio, Benito, Begoña, Ferreira-Gonzalez, Ignacio, Barba, Ignasi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7575600/
https://www.ncbi.nlm.nih.gov/pubmed/33082494
http://dx.doi.org/10.1038/s41598-020-74880-6
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author Lema, Camila
Andrés, Mireia
Aguadé-Bruix, Santiago
Consegal, Marta
Rodriguez-Sinovas, Antonio
Benito, Begoña
Ferreira-Gonzalez, Ignacio
Barba, Ignasi
author_facet Lema, Camila
Andrés, Mireia
Aguadé-Bruix, Santiago
Consegal, Marta
Rodriguez-Sinovas, Antonio
Benito, Begoña
Ferreira-Gonzalez, Ignacio
Barba, Ignasi
author_sort Lema, Camila
collection PubMed
description Cardiovascular diseases are the leading cause of death worldwide. Changes in lifestyle and/or pharmacological treatment are able to reduce the burden of coronary artery diseases (CAD) and early diagnosis is crucial for the timely and optimal management of the disease. Stress testing is a good method to measure the burden of CAD but it is time consuming and pharmacological testing may not fully mimic exercise test. The objectives of the present project were to characterize the metabolic profile of the population undergoing pharmacological and exercise stress testing to evaluate possible differences between them, and to assess the capacity of (1)H NMR spectroscopy to predict positive stress testing. Pattern recognition was applied to (1)H NMR spectra from serum of patients undergoing stress test and metabolites were quantified. The effects of the stress test, confounding variables and the ability to predict ischemia were evaluated using OPLS-DA. There was an increase in lactate and alanine concentrations in post-test samples in patients undergoing exercise test, but not in those submitted to pharmacological testing. However, when considering only pharmacological patients, those with a positive test result, showed increased serum lactate, that was masked by the much larger amount of lactate associated to exercise testing. In conclusion, we have established that pharmacological stress test does not reproduce the dynamic changes observed in exercise stress. Although there is promising evidence suggesting that (1)H NMR based metabolomics could predict stress test results, further studies with much larger populations will be required in order to obtain a definitive answer.
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spelling pubmed-75756002020-10-21 (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test Lema, Camila Andrés, Mireia Aguadé-Bruix, Santiago Consegal, Marta Rodriguez-Sinovas, Antonio Benito, Begoña Ferreira-Gonzalez, Ignacio Barba, Ignasi Sci Rep Article Cardiovascular diseases are the leading cause of death worldwide. Changes in lifestyle and/or pharmacological treatment are able to reduce the burden of coronary artery diseases (CAD) and early diagnosis is crucial for the timely and optimal management of the disease. Stress testing is a good method to measure the burden of CAD but it is time consuming and pharmacological testing may not fully mimic exercise test. The objectives of the present project were to characterize the metabolic profile of the population undergoing pharmacological and exercise stress testing to evaluate possible differences between them, and to assess the capacity of (1)H NMR spectroscopy to predict positive stress testing. Pattern recognition was applied to (1)H NMR spectra from serum of patients undergoing stress test and metabolites were quantified. The effects of the stress test, confounding variables and the ability to predict ischemia were evaluated using OPLS-DA. There was an increase in lactate and alanine concentrations in post-test samples in patients undergoing exercise test, but not in those submitted to pharmacological testing. However, when considering only pharmacological patients, those with a positive test result, showed increased serum lactate, that was masked by the much larger amount of lactate associated to exercise testing. In conclusion, we have established that pharmacological stress test does not reproduce the dynamic changes observed in exercise stress. Although there is promising evidence suggesting that (1)H NMR based metabolomics could predict stress test results, further studies with much larger populations will be required in order to obtain a definitive answer. Nature Publishing Group UK 2020-10-20 /pmc/articles/PMC7575600/ /pubmed/33082494 http://dx.doi.org/10.1038/s41598-020-74880-6 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lema, Camila
Andrés, Mireia
Aguadé-Bruix, Santiago
Consegal, Marta
Rodriguez-Sinovas, Antonio
Benito, Begoña
Ferreira-Gonzalez, Ignacio
Barba, Ignasi
(1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title_full (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title_fullStr (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title_full_unstemmed (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title_short (1)H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
title_sort (1)h nmr serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7575600/
https://www.ncbi.nlm.nih.gov/pubmed/33082494
http://dx.doi.org/10.1038/s41598-020-74880-6
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