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Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study
BACKGROUND: The relationship between plasma concentrations of betaine and choline metabolism and major cardiovascular disease (CVD) end points remains unclear. We have evaluated the association between metabolites from the choline pathway and risk of incident CVD and the potential modifying effect o...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5721752/ https://www.ncbi.nlm.nih.gov/pubmed/29080862 http://dx.doi.org/10.1161/JAHA.117.006524 |
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author | Guasch‐Ferré, Marta Hu, Frank B. Ruiz‐Canela, Miguel Bulló, Mònica Toledo, Estefanía Wang, Dong D. Corella, Dolores Gómez‐Gracia, Enrique Fiol, Miquel Estruch, Ramon Lapetra, José Fitó, Montserrat Arós, Fernando Serra‐Majem, Lluís Ros, Emilio Dennis, Courtney Liang, Liming Clish, Clary B. Martínez‐González, Miguel A. Salas‐Salvadó, Jordi |
author_facet | Guasch‐Ferré, Marta Hu, Frank B. Ruiz‐Canela, Miguel Bulló, Mònica Toledo, Estefanía Wang, Dong D. Corella, Dolores Gómez‐Gracia, Enrique Fiol, Miquel Estruch, Ramon Lapetra, José Fitó, Montserrat Arós, Fernando Serra‐Majem, Lluís Ros, Emilio Dennis, Courtney Liang, Liming Clish, Clary B. Martínez‐González, Miguel A. Salas‐Salvadó, Jordi |
author_sort | Guasch‐Ferré, Marta |
collection | PubMed |
description | BACKGROUND: The relationship between plasma concentrations of betaine and choline metabolism and major cardiovascular disease (CVD) end points remains unclear. We have evaluated the association between metabolites from the choline pathway and risk of incident CVD and the potential modifying effect of Mediterranean diet interventions. METHODS AND RESULTS: We designed a case‐cohort study nested within the PREDIMED (Prevention With Mediterranean Diet) trial, including 229 incident CVD cases and 751 randomly selected participants at baseline, followed up for 4.8 years. We used liquid chromatography–tandem mass spectrometry to measure, at baseline and at 1 year of follow‐up, plasma concentrations of 5 metabolites in the choline pathway: trimethylamine N‐oxide, betaine, choline, phosphocholine, and α‐glycerophosphocholine. We have calculated a choline metabolite score using a weighted sum of these 5 metabolites. We used weighted Cox regression models to estimate CVD risk. The multivariable hazard ratios (95% confidence intervals) per 1‐SD increase in choline and α‐glycerophosphocholine metabolites were 1.24 (1.05–1.46) and 1.24 (1.03–1.50), respectively. The baseline betaine/choline ratio was inversely associated with CVD. The baseline choline metabolite score was associated with a 2.21‐fold higher risk of CVD across extreme quartiles (95% confidence interval, 1.36–3.59; P<0.001 for trend) and a 2.27‐fold higher risk of stroke (95% confidence interval, 1.24–4.16; P<0.001 for trend). Participants in the higher quartiles of the score who were randomly assigned to the control group had a higher risk of CVD compared with participants in the lower quartile and assigned to the Mediterranean diet groups (P=0.05 for interaction). No significant associations were observed for 1‐year changes in individual plasma metabolites and CVD. CONCLUSIONS: A metabolite score combining plasma metabolites from the choline pathway was associated with an increased risk of CVD in a Mediterranean population at high cardiovascular risk. CLINICAL TRIAL REGISTRATION: URL: http://www.controlled-trials.com. Unique identifier: ISRCTN35739639. |
format | Online Article Text |
id | pubmed-5721752 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57217522017-12-12 Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study Guasch‐Ferré, Marta Hu, Frank B. Ruiz‐Canela, Miguel Bulló, Mònica Toledo, Estefanía Wang, Dong D. Corella, Dolores Gómez‐Gracia, Enrique Fiol, Miquel Estruch, Ramon Lapetra, José Fitó, Montserrat Arós, Fernando Serra‐Majem, Lluís Ros, Emilio Dennis, Courtney Liang, Liming Clish, Clary B. Martínez‐González, Miguel A. Salas‐Salvadó, Jordi J Am Heart Assoc Original Research BACKGROUND: The relationship between plasma concentrations of betaine and choline metabolism and major cardiovascular disease (CVD) end points remains unclear. We have evaluated the association between metabolites from the choline pathway and risk of incident CVD and the potential modifying effect of Mediterranean diet interventions. METHODS AND RESULTS: We designed a case‐cohort study nested within the PREDIMED (Prevention With Mediterranean Diet) trial, including 229 incident CVD cases and 751 randomly selected participants at baseline, followed up for 4.8 years. We used liquid chromatography–tandem mass spectrometry to measure, at baseline and at 1 year of follow‐up, plasma concentrations of 5 metabolites in the choline pathway: trimethylamine N‐oxide, betaine, choline, phosphocholine, and α‐glycerophosphocholine. We have calculated a choline metabolite score using a weighted sum of these 5 metabolites. We used weighted Cox regression models to estimate CVD risk. The multivariable hazard ratios (95% confidence intervals) per 1‐SD increase in choline and α‐glycerophosphocholine metabolites were 1.24 (1.05–1.46) and 1.24 (1.03–1.50), respectively. The baseline betaine/choline ratio was inversely associated with CVD. The baseline choline metabolite score was associated with a 2.21‐fold higher risk of CVD across extreme quartiles (95% confidence interval, 1.36–3.59; P<0.001 for trend) and a 2.27‐fold higher risk of stroke (95% confidence interval, 1.24–4.16; P<0.001 for trend). Participants in the higher quartiles of the score who were randomly assigned to the control group had a higher risk of CVD compared with participants in the lower quartile and assigned to the Mediterranean diet groups (P=0.05 for interaction). No significant associations were observed for 1‐year changes in individual plasma metabolites and CVD. CONCLUSIONS: A metabolite score combining plasma metabolites from the choline pathway was associated with an increased risk of CVD in a Mediterranean population at high cardiovascular risk. CLINICAL TRIAL REGISTRATION: URL: http://www.controlled-trials.com. Unique identifier: ISRCTN35739639. John Wiley and Sons Inc. 2017-10-28 /pmc/articles/PMC5721752/ /pubmed/29080862 http://dx.doi.org/10.1161/JAHA.117.006524 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 | Original Research Guasch‐Ferré, Marta Hu, Frank B. Ruiz‐Canela, Miguel Bulló, Mònica Toledo, Estefanía Wang, Dong D. Corella, Dolores Gómez‐Gracia, Enrique Fiol, Miquel Estruch, Ramon Lapetra, José Fitó, Montserrat Arós, Fernando Serra‐Majem, Lluís Ros, Emilio Dennis, Courtney Liang, Liming Clish, Clary B. Martínez‐González, Miguel A. Salas‐Salvadó, Jordi Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title | Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title_full | Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title_fullStr | Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title_full_unstemmed | Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title_short | Plasma Metabolites From Choline Pathway and Risk of Cardiovascular Disease in the PREDIMED (Prevention With Mediterranean Diet) Study |
title_sort | plasma metabolites from choline pathway and risk of cardiovascular disease in the predimed (prevention with mediterranean diet) study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5721752/ https://www.ncbi.nlm.nih.gov/pubmed/29080862 http://dx.doi.org/10.1161/JAHA.117.006524 |
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