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Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease
BACKGROUND: Metabolite signatures of long-term alcohol consumption are lacking. To better understand the molecular basis linking alcohol drinking and cardiovascular disease (CVD), we investigated circulating metabolites associated with long-term alcohol consumption and examined whether these metabol...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652547/ https://www.ncbi.nlm.nih.gov/pubmed/37968697 http://dx.doi.org/10.1186/s12916-023-03149-2 |
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author | Li, Yi Wang, Mengyao Liu, Xue Rong, Jian Miller, Patricia Emogene Joehanes, Roby Huan, Tianxiao Guo, Xiuqing Rotter, Jerome I. Smith, Jennifer A. Yu, Bing Nayor, Matthew Levy, Daniel Liu, Chunyu Ma, Jiantao |
author_facet | Li, Yi Wang, Mengyao Liu, Xue Rong, Jian Miller, Patricia Emogene Joehanes, Roby Huan, Tianxiao Guo, Xiuqing Rotter, Jerome I. Smith, Jennifer A. Yu, Bing Nayor, Matthew Levy, Daniel Liu, Chunyu Ma, Jiantao |
author_sort | Li, Yi |
collection | PubMed |
description | BACKGROUND: Metabolite signatures of long-term alcohol consumption are lacking. To better understand the molecular basis linking alcohol drinking and cardiovascular disease (CVD), we investigated circulating metabolites associated with long-term alcohol consumption and examined whether these metabolites were associated with incident CVD. METHODS: Cumulative average alcohol consumption (g/day) was derived from the total consumption of beer, wine, and liquor on average of 19 years in 2428 Framingham Heart Study Offspring participants (mean age 56 years, 52% women). We used linear mixed models to investigate the associations of alcohol consumption with 211 log-transformed plasma metabolites, adjusting for age, sex, batch, smoking, diet, physical activity, BMI, and familial relationship. Cox models were used to test the association of alcohol-related metabolite scores with fatal and nonfatal incident CVD (myocardial infarction, coronary heart disease, stroke, and heart failure). RESULTS: We identified 60 metabolites associated with cumulative average alcohol consumption (p < 0.05/211 ≈ 0.00024). For example, 1 g/day increase of alcohol consumption was associated with higher levels of cholesteryl esters (e.g., CE 16:1, beta = 0.023 ± 0.002, p = 6.3e − 45) and phosphatidylcholine (e.g., PC 32:1, beta = 0.021 ± 0.002, p = 3.1e − 38). Survival analysis identified that 10 alcohol-associated metabolites were also associated with a differential CVD risk after adjusting for age, sex, and batch. Further, we built two alcohol consumption weighted metabolite scores using these 10 metabolites and showed that, with adjustment age, sex, batch, and common CVD risk factors, the two scores had comparable but opposite associations with incident CVD, hazard ratio 1.11 (95% CI = [1.02, 1.21], p = 0.02) vs 0.88 (95% CI = [0.78, 0.98], p = 0.02). CONCLUSIONS: We identified 60 long-term alcohol consumption-associated metabolites. The association analysis with incident CVD suggests a complex metabolic basis between alcohol consumption and CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-03149-2. |
format | Online Article Text |
id | pubmed-10652547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106525472023-11-16 Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease Li, Yi Wang, Mengyao Liu, Xue Rong, Jian Miller, Patricia Emogene Joehanes, Roby Huan, Tianxiao Guo, Xiuqing Rotter, Jerome I. Smith, Jennifer A. Yu, Bing Nayor, Matthew Levy, Daniel Liu, Chunyu Ma, Jiantao BMC Med Research Article BACKGROUND: Metabolite signatures of long-term alcohol consumption are lacking. To better understand the molecular basis linking alcohol drinking and cardiovascular disease (CVD), we investigated circulating metabolites associated with long-term alcohol consumption and examined whether these metabolites were associated with incident CVD. METHODS: Cumulative average alcohol consumption (g/day) was derived from the total consumption of beer, wine, and liquor on average of 19 years in 2428 Framingham Heart Study Offspring participants (mean age 56 years, 52% women). We used linear mixed models to investigate the associations of alcohol consumption with 211 log-transformed plasma metabolites, adjusting for age, sex, batch, smoking, diet, physical activity, BMI, and familial relationship. Cox models were used to test the association of alcohol-related metabolite scores with fatal and nonfatal incident CVD (myocardial infarction, coronary heart disease, stroke, and heart failure). RESULTS: We identified 60 metabolites associated with cumulative average alcohol consumption (p < 0.05/211 ≈ 0.00024). For example, 1 g/day increase of alcohol consumption was associated with higher levels of cholesteryl esters (e.g., CE 16:1, beta = 0.023 ± 0.002, p = 6.3e − 45) and phosphatidylcholine (e.g., PC 32:1, beta = 0.021 ± 0.002, p = 3.1e − 38). Survival analysis identified that 10 alcohol-associated metabolites were also associated with a differential CVD risk after adjusting for age, sex, and batch. Further, we built two alcohol consumption weighted metabolite scores using these 10 metabolites and showed that, with adjustment age, sex, batch, and common CVD risk factors, the two scores had comparable but opposite associations with incident CVD, hazard ratio 1.11 (95% CI = [1.02, 1.21], p = 0.02) vs 0.88 (95% CI = [0.78, 0.98], p = 0.02). CONCLUSIONS: We identified 60 long-term alcohol consumption-associated metabolites. The association analysis with incident CVD suggests a complex metabolic basis between alcohol consumption and CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-03149-2. BioMed Central 2023-11-16 /pmc/articles/PMC10652547/ /pubmed/37968697 http://dx.doi.org/10.1186/s12916-023-03149-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Li, Yi Wang, Mengyao Liu, Xue Rong, Jian Miller, Patricia Emogene Joehanes, Roby Huan, Tianxiao Guo, Xiuqing Rotter, Jerome I. Smith, Jennifer A. Yu, Bing Nayor, Matthew Levy, Daniel Liu, Chunyu Ma, Jiantao Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title | Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title_full | Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title_fullStr | Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title_full_unstemmed | Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title_short | Circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
title_sort | circulating metabolites may illustrate relationship of alcohol consumption with cardiovascular disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652547/ https://www.ncbi.nlm.nih.gov/pubmed/37968697 http://dx.doi.org/10.1186/s12916-023-03149-2 |
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