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Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review

BACKGROUND: Metabolomics is a promising tool of cardiovascular biomarker discovery. We systematically reviewed the literature on comprehensive metabolomic profiling in association with incident cardiovascular disease (CVD). METHODS AND RESULTS: We searched MEDLINE and EMBASE from inception to Januar...

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Autores principales: Ruiz‐Canela, Miguel, Hruby, Adela, Clish, Clary B., Liang, Liming, Martínez‐González, Miguel A., Hu, Frank B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5721826/
https://www.ncbi.nlm.nih.gov/pubmed/28963102
http://dx.doi.org/10.1161/JAHA.117.005705
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author Ruiz‐Canela, Miguel
Hruby, Adela
Clish, Clary B.
Liang, Liming
Martínez‐González, Miguel A.
Hu, Frank B.
author_facet Ruiz‐Canela, Miguel
Hruby, Adela
Clish, Clary B.
Liang, Liming
Martínez‐González, Miguel A.
Hu, Frank B.
author_sort Ruiz‐Canela, Miguel
collection PubMed
description BACKGROUND: Metabolomics is a promising tool of cardiovascular biomarker discovery. We systematically reviewed the literature on comprehensive metabolomic profiling in association with incident cardiovascular disease (CVD). METHODS AND RESULTS: We searched MEDLINE and EMBASE from inception to January 2016. Studies were eligible if they pertained to adult humans; followed an agnostic and/or comprehensive approach; used serum or plasma (not urine or other biospecimens); conducted metabolite profiling at baseline in the context of examining prospective disease; and included myocardial infarction, stroke, and/or CVD death in the CVD outcome definition. We identified 12 original articles (9 cohort and 3 nested case‐control studies); participant numbers ranged from 67 to 7256. Mass spectrometry was the predominant analytical method. The number and chemical diversity of metabolites were very heterogeneous, ranging from 31 to >10 000 features. Four studies used untargeted profiling. Different types of metabolites were associated with CVD risk: acylcarnitines, dicarboxylacylcarnitines, and several amino acids and lipid classes. Only tiny improvements in CVD prediction beyond traditional risk factors were observed using these metabolites (C index improvement ranged from 0.006 to 0.05). CONCLUSIONS: There are a limited number of longitudinal studies assessing associations between comprehensive metabolomic profiles and CVD risk. Quantitatively synthesizing the literature is challenging because of the widely varying analytical tools and the diversity of methodological and statistical approaches. Although some results are promising, more research is needed, notably standardization of metabolomic techniques and statistical approaches. Replication and combinations of novel and holistic methodological approaches would move the field toward the realization of its promise.
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spelling pubmed-57218262017-12-12 Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review Ruiz‐Canela, Miguel Hruby, Adela Clish, Clary B. Liang, Liming Martínez‐González, Miguel A. Hu, Frank B. J Am Heart Assoc Systematic Review and Meta‐Analysis BACKGROUND: Metabolomics is a promising tool of cardiovascular biomarker discovery. We systematically reviewed the literature on comprehensive metabolomic profiling in association with incident cardiovascular disease (CVD). METHODS AND RESULTS: We searched MEDLINE and EMBASE from inception to January 2016. Studies were eligible if they pertained to adult humans; followed an agnostic and/or comprehensive approach; used serum or plasma (not urine or other biospecimens); conducted metabolite profiling at baseline in the context of examining prospective disease; and included myocardial infarction, stroke, and/or CVD death in the CVD outcome definition. We identified 12 original articles (9 cohort and 3 nested case‐control studies); participant numbers ranged from 67 to 7256. Mass spectrometry was the predominant analytical method. The number and chemical diversity of metabolites were very heterogeneous, ranging from 31 to >10 000 features. Four studies used untargeted profiling. Different types of metabolites were associated with CVD risk: acylcarnitines, dicarboxylacylcarnitines, and several amino acids and lipid classes. Only tiny improvements in CVD prediction beyond traditional risk factors were observed using these metabolites (C index improvement ranged from 0.006 to 0.05). CONCLUSIONS: There are a limited number of longitudinal studies assessing associations between comprehensive metabolomic profiles and CVD risk. Quantitatively synthesizing the literature is challenging because of the widely varying analytical tools and the diversity of methodological and statistical approaches. Although some results are promising, more research is needed, notably standardization of metabolomic techniques and statistical approaches. Replication and combinations of novel and holistic methodological approaches would move the field toward the realization of its promise. John Wiley and Sons Inc. 2017-09-28 /pmc/articles/PMC5721826/ /pubmed/28963102 http://dx.doi.org/10.1161/JAHA.117.005705 Text en © 2017 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Systematic Review and Meta‐Analysis
Ruiz‐Canela, Miguel
Hruby, Adela
Clish, Clary B.
Liang, Liming
Martínez‐González, Miguel A.
Hu, Frank B.
Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title_full Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title_fullStr Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title_full_unstemmed Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title_short Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
title_sort comprehensive metabolomic profiling and incident cardiovascular disease: a systematic review
topic Systematic Review and Meta‐Analysis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5721826/
https://www.ncbi.nlm.nih.gov/pubmed/28963102
http://dx.doi.org/10.1161/JAHA.117.005705
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