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Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies

Current risk stratification strategies for coronary artery disease (CAD) have low predictive value in asymptomatic subjects classified as intermediate cardiovascular risk. This is relevant because not all coronary events occur in individuals with traditional multiple risk factors. Most importantly,...

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Autores principales: Martins, Aline M. A., Paiva, Mariana U. B., Paiva, Diego V. N., de Oliveira, Raphaela M., Machado, Henrique L., Alves, Leonardo J. S. R., Picossi, Carolina R. C., Faccio, Andréa T., Tavares, Marina F. M., Barbas, Coral, Giraldez, Viviane Z. R., Santos, Raul D., Monte, Guilherme U., Atik, Fernando A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727773/
https://www.ncbi.nlm.nih.gov/pubmed/35004898
http://dx.doi.org/10.3389/fcvm.2021.788062
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author Martins, Aline M. A.
Paiva, Mariana U. B.
Paiva, Diego V. N.
de Oliveira, Raphaela M.
Machado, Henrique L.
Alves, Leonardo J. S. R.
Picossi, Carolina R. C.
Faccio, Andréa T.
Tavares, Marina F. M.
Barbas, Coral
Giraldez, Viviane Z. R.
Santos, Raul D.
Monte, Guilherme U.
Atik, Fernando A.
author_facet Martins, Aline M. A.
Paiva, Mariana U. B.
Paiva, Diego V. N.
de Oliveira, Raphaela M.
Machado, Henrique L.
Alves, Leonardo J. S. R.
Picossi, Carolina R. C.
Faccio, Andréa T.
Tavares, Marina F. M.
Barbas, Coral
Giraldez, Viviane Z. R.
Santos, Raul D.
Monte, Guilherme U.
Atik, Fernando A.
author_sort Martins, Aline M. A.
collection PubMed
description Current risk stratification strategies for coronary artery disease (CAD) have low predictive value in asymptomatic subjects classified as intermediate cardiovascular risk. This is relevant because not all coronary events occur in individuals with traditional multiple risk factors. Most importantly, the first manifestation of the disease may be either sudden cardiac death or acute coronary syndrome, after rupture and thrombosis of an unstable non-obstructive atherosclerotic plaque, which was previously silent. The inaccurate stratification using the current models may ultimately subject the individual to excessive or insufficient preventive therapies. A breakthrough in the comprehension of the molecular mechanisms governing the atherosclerosis pathology has driven many researches toward the necessity for a better risk stratification. In this Review, we discuss how metabolomics screening integrated with traditional risk assessments becomes a powerful approach to improve non-invasive CAD subclinical diagnostics. In addition, this Review highlights the findings of metabolomics studies performed by two relevant analytical platforms in current use–mass spectrometry (MS) hyphenated to separation techniques and nuclear magnetic resonance spectroscopy (NMR) –and evaluates critically the challenges for further clinical implementation of metabolomics data. We also discuss the modern understanding of the pathophysiology of atherosclerosis and the limitations of traditional analytical methods. Our aim is to show how discriminant metabolites originated from metabolomics approaches may become promising candidate molecules to aid intermediate risk patient stratification for cardiovascular events and how these tools could successfully meet the demands to translate cardiovascular metabolic biomarkers into clinical settings.
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spelling pubmed-87277732022-01-06 Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies Martins, Aline M. A. Paiva, Mariana U. B. Paiva, Diego V. N. de Oliveira, Raphaela M. Machado, Henrique L. Alves, Leonardo J. S. R. Picossi, Carolina R. C. Faccio, Andréa T. Tavares, Marina F. M. Barbas, Coral Giraldez, Viviane Z. R. Santos, Raul D. Monte, Guilherme U. Atik, Fernando A. Front Cardiovasc Med Cardiovascular Medicine Current risk stratification strategies for coronary artery disease (CAD) have low predictive value in asymptomatic subjects classified as intermediate cardiovascular risk. This is relevant because not all coronary events occur in individuals with traditional multiple risk factors. Most importantly, the first manifestation of the disease may be either sudden cardiac death or acute coronary syndrome, after rupture and thrombosis of an unstable non-obstructive atherosclerotic plaque, which was previously silent. The inaccurate stratification using the current models may ultimately subject the individual to excessive or insufficient preventive therapies. A breakthrough in the comprehension of the molecular mechanisms governing the atherosclerosis pathology has driven many researches toward the necessity for a better risk stratification. In this Review, we discuss how metabolomics screening integrated with traditional risk assessments becomes a powerful approach to improve non-invasive CAD subclinical diagnostics. In addition, this Review highlights the findings of metabolomics studies performed by two relevant analytical platforms in current use–mass spectrometry (MS) hyphenated to separation techniques and nuclear magnetic resonance spectroscopy (NMR) –and evaluates critically the challenges for further clinical implementation of metabolomics data. We also discuss the modern understanding of the pathophysiology of atherosclerosis and the limitations of traditional analytical methods. Our aim is to show how discriminant metabolites originated from metabolomics approaches may become promising candidate molecules to aid intermediate risk patient stratification for cardiovascular events and how these tools could successfully meet the demands to translate cardiovascular metabolic biomarkers into clinical settings. Frontiers Media S.A. 2021-12-22 /pmc/articles/PMC8727773/ /pubmed/35004898 http://dx.doi.org/10.3389/fcvm.2021.788062 Text en Copyright © 2021 Martins, Paiva, Paiva, de Oliveira, Machado, Alves, Picossi, Faccio, Tavares, Barbas, Giraldez, Santos, Monte and Atik. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cardiovascular Medicine
Martins, Aline M. A.
Paiva, Mariana U. B.
Paiva, Diego V. N.
de Oliveira, Raphaela M.
Machado, Henrique L.
Alves, Leonardo J. S. R.
Picossi, Carolina R. C.
Faccio, Andréa T.
Tavares, Marina F. M.
Barbas, Coral
Giraldez, Viviane Z. R.
Santos, Raul D.
Monte, Guilherme U.
Atik, Fernando A.
Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title_full Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title_fullStr Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title_full_unstemmed Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title_short Innovative Approaches to Assess Intermediate Cardiovascular Risk Subjects: A Review From Clinical to Metabolomics Strategies
title_sort innovative approaches to assess intermediate cardiovascular risk subjects: a review from clinical to metabolomics strategies
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727773/
https://www.ncbi.nlm.nih.gov/pubmed/35004898
http://dx.doi.org/10.3389/fcvm.2021.788062
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