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Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis

Observational studies suggest that moderate alcohol consumption may be protective for cardiovascular disease, but results may be biased by confounding and reverse causality. Mendelian randomization, which uses genetic variants as proxies for exposures, can minimise these biases and therefore strengt...

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Autores principales: Taylor, Amy E., Lu, Feng, Carslake, David, Hu, Zhibin, Qian, Yun, Liu, Sijun, Chen, Jiaping, Shen, Hongbing, Smith, George Davey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4568464/
https://www.ncbi.nlm.nih.gov/pubmed/26364564
http://dx.doi.org/10.1038/srep14005
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author Taylor, Amy E.
Lu, Feng
Carslake, David
Hu, Zhibin
Qian, Yun
Liu, Sijun
Chen, Jiaping
Shen, Hongbing
Smith, George Davey
author_facet Taylor, Amy E.
Lu, Feng
Carslake, David
Hu, Zhibin
Qian, Yun
Liu, Sijun
Chen, Jiaping
Shen, Hongbing
Smith, George Davey
author_sort Taylor, Amy E.
collection PubMed
description Observational studies suggest that moderate alcohol consumption may be protective for cardiovascular disease, but results may be biased by confounding and reverse causality. Mendelian randomization, which uses genetic variants as proxies for exposures, can minimise these biases and therefore strengthen causal inference. Using a genetic variant in the ALDH2 gene associated with alcohol consumption, rs671, we performed a Mendelian randomization analysis in 1,712 diabetes cases and 2,076 controls from Nantong, China. Analyses were performed using linear and logistic regression, stratified by sex and diabetes status. The A allele of rs671 was strongly associated with reduced odds of being an alcohol drinker in all groups, but prevalence of alcohol consumption amongst females was very low. The A allele was associated with reduced systolic and diastolic blood pressure and decreased total and HDL cholesterol in males. The A allele was also associated with decreased triglyceride levels, but only robustly in diabetic males. There was no strong evidence for associations between rs671 and any outcomes in females. Our results suggest that associations of alcohol consumption with blood pressure and HDL-cholesterol are causal. Alcohol also appeared to have adverse effects on triglyceride levels, although this may be restricted to diabetics.
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spelling pubmed-45684642015-09-23 Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis Taylor, Amy E. Lu, Feng Carslake, David Hu, Zhibin Qian, Yun Liu, Sijun Chen, Jiaping Shen, Hongbing Smith, George Davey Sci Rep Article Observational studies suggest that moderate alcohol consumption may be protective for cardiovascular disease, but results may be biased by confounding and reverse causality. Mendelian randomization, which uses genetic variants as proxies for exposures, can minimise these biases and therefore strengthen causal inference. Using a genetic variant in the ALDH2 gene associated with alcohol consumption, rs671, we performed a Mendelian randomization analysis in 1,712 diabetes cases and 2,076 controls from Nantong, China. Analyses were performed using linear and logistic regression, stratified by sex and diabetes status. The A allele of rs671 was strongly associated with reduced odds of being an alcohol drinker in all groups, but prevalence of alcohol consumption amongst females was very low. The A allele was associated with reduced systolic and diastolic blood pressure and decreased total and HDL cholesterol in males. The A allele was also associated with decreased triglyceride levels, but only robustly in diabetic males. There was no strong evidence for associations between rs671 and any outcomes in females. Our results suggest that associations of alcohol consumption with blood pressure and HDL-cholesterol are causal. Alcohol also appeared to have adverse effects on triglyceride levels, although this may be restricted to diabetics. Nature Publishing Group 2015-09-14 /pmc/articles/PMC4568464/ /pubmed/26364564 http://dx.doi.org/10.1038/srep14005 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Taylor, Amy E.
Lu, Feng
Carslake, David
Hu, Zhibin
Qian, Yun
Liu, Sijun
Chen, Jiaping
Shen, Hongbing
Smith, George Davey
Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title_full Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title_fullStr Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title_full_unstemmed Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title_short Exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a Chinese population using Mendelian randomization analysis
title_sort exploring causal associations of alcohol with cardiovascular and metabolic risk factors in a chinese population using mendelian randomization analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4568464/
https://www.ncbi.nlm.nih.gov/pubmed/26364564
http://dx.doi.org/10.1038/srep14005
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