Is aldehyde dehydrogenase 2 a credible genetic instrument for alcohol use in Mendelian randomization analysis in Southern Chinese men?

BACKGROUND Mendelian randomization studies provide a means of assessing causal relations without interventions, but require valid genetic instruments. We assessed the credibility of aldehyde dehydrogenase 2 (ALDH2) as a genetic instrument for alcohol use in Southern Chinese men. METHODS We genotyped the single nucleotide polymorphism rs671 of ALDH2 in 4867 men from the Guangzhou Biobank Cohort Study. We used linear regression to assess the strength of the association of ALDH2 variants with alcohol use, whether ALDH2 variants were independently associated with socio-economic position or other potential confounders and whether associations of ALDH2 variants with cardiovascular risk factors (systolic and diastolic blood pressure, HDL- and LDL-cholesterol, fasting glucose), triglycerides, body mass index, self reported cardiovascular disease, self-reported ischaemic heart disease, cognitive function (delayed 10-word recall and Mini Mental State Examination score) and liver function (alanine transaminase and aspartate transaminase) were fully mediated by alcohol use. RESULTS The minor allele frequency (A) of ALDH2 was 0.29. The F statistic for ALDH2 variants was 75.0, suggesting that substantial weak instrument bias is unlikely. ALDH2 variants were not associated with socio-economic position, smoking or physical activity. ALDH2 variants were only associated with diastolic blood pressure and HDL-cholesterol, but these genetic associations with blood pressure and HDL-cholesterol were attenuated after adjusting for alcohol use, suggesting the apparent genetic associations were possibly mediated by alcohol use. CONCLUSIONS ALDH2 variants are a credible genetic instrument for Mendelian randomization studies of alcohol use and many attributes of health in Southern Chinese men.

[1]  Stephen Burgess,et al.  Re: "credible mendelian randomization studies: approaches for evaluating the instrumental variable assumptions". , 2012, American journal of epidemiology.

[2]  J. Robins,et al.  American Journal of Epidemiology Practice of Epidemiology Credible Mendelian Randomization Studies: Approaches for Evaluating the Instrumental Variable Assumptions , 2022 .

[3]  G. Leung,et al.  Evaluation of moderate alcohol use and cognitive function among men using a Mendelian randomization design in the Guangzhou biobank cohort study. , 2012, American journal of epidemiology.

[4]  P. Toth LCAT, HDL Cholesterol and Ischemic Cardiovascular Disease: A Mendelian Randomization Study of HDL Cholesterol in 54,500 Individuals , 2012 .

[5]  S. le Cessie,et al.  O3-1.3 Sensitivity analysis for an apparent direct effect after conditioning on an intermediate variable , 2011, Journal of Epidemiology and Community Health.

[6]  D. Lawlor,et al.  O3-1.1 Does drop-out from cohort studies bias estimates of socioeconomic inequalities in health? , 2011, Journal of Epidemiology & Community Health.

[7]  Nayoung Kim,et al.  Association between alcohol intake and risk for gastric cancer with regard to ALDH2 genotype in the Korean population. , 2011, International journal of epidemiology.

[8]  T. VanderWeele,et al.  Power and instrument strength requirements for Mendelian randomization studies using multiple genetic variants. , 2011, International journal of epidemiology.

[9]  G. Leung,et al.  Childhood meat eating and inflammatory markers: The Guangzhou Biobank Cohort Study , 2011, BMC public health.

[10]  J. Rehm,et al.  Systematic Reviews and Meta- and Pooled Analyses Ischemic Heart Disease Mortality and Morbidity Rates in Former Drinkers: A Meta-Analysis , 2011 .

[11]  T. Ogihara,et al.  Confirmation of ALDH2 as a Major locus of drinking behavior and of its variants regulating multiple metabolic phenotypes in a Japanese population. , 2011, Circulation Journal.

[12]  G. Leung,et al.  Moderate alcohol use and cognitive function in the Guangzhou Biobank Cohort study. , 2010, Annals of epidemiology.

[13]  Guogang Zhang,et al.  The ALDH2 Glu504Lys polymorphism is associated with coronary artery disease in Han Chinese: Relation with endothelial ADMA levels. , 2010, Atherosclerosis.

[14]  J. Robins,et al.  Identifiability, exchangeability and confounding revisited , 2009, Epidemiologic perspectives & innovations : EP+I.

[15]  M. Larimer,et al.  Associations of ALDH2 and ADH1B genotypes with alcohol-related phenotypes in Asian young adults. , 2009, Alcoholism, clinical and experimental research.

[16]  G. Leung,et al.  Alcohol use and fasting glucose in a developing southern Chinese population: the Guangzhou Biobank Cohort Study , 2008, Journal of Epidemiology & Community Health.

[17]  A. Klatsky Invited commentary: never, or hardly ever? It could make a difference. , 2008, American journal of epidemiology.

[18]  M. Emi,et al.  Genetic association between aldehyde dehydrogenase 2 (ALDH2) variation and high-density lipoprotein cholesterol (HDL-C) among non-drinkers in two large population samples in Japan. , 2008, Journal of atherosclerosis and thrombosis.

[19]  George Davey Smith,et al.  Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology , 2008, Statistics in medicine.

[20]  S. Lewis,et al.  Alcohol Intake and Blood Pressure: A Systematic Review Implementing a Mendelian Randomization Approach , 2008, PLoS medicine.

[21]  M. Tamura,et al.  Common Single Nucleotide Polymorphisms in Japanese Patients with Essential Hypertension: Aldehyde Dehydrogenase 2 Gene as a Risk Factor Independent of Alcohol Consumption , 2007, Hypertension Research.

[22]  T. Chikritzhs,et al.  Moderate alcohol use and reduced mortality risk: systematic error in prospective studies and new hypotheses. , 2007, Annals of epidemiology.

[23]  Susan E. Luczak,et al.  ALDH2, ADH1B, and ADH1C Genotypes in Asians: A Literature Review , 2007, Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism.

[24]  X. Lao,et al.  Cohort profile: The Guangzhou Biobank Cohort Study, a Guangzhou-Hong Kong-Birmingham collaboration. , 2006, International journal of epidemiology.

[25]  Koji Suzuki,et al.  Blood pressure, levels of serum lipids, liver enzymes and blood glucose by aldehyde dehydrogenase 2 and drinking habit in Japanese men , 2006, Environmental health and preventive medicine.

[26]  Tom R. Gaunt,et al.  C-reactive protein and its role in metabolic syndrome: mendelian randomisation study , 2005, The Lancet.

[27]  R. Stewart,et al.  Mitochondrial aldehyde dehydrogenase polymorphism is not associated with incidence of Alzheimer's disease , 2005, International journal of geriatric psychiatry.

[28]  S. Lewis,et al.  Alcohol, ALDH2, and Esophageal Cancer: A Meta-analysis Which Illustrates the Potentials and Limitations of a Mendelian Randomization Approach , 2005, Cancer Epidemiology Biomarkers & Prevention.

[29]  Wei Hao,et al.  China: alcohol today. , 2005, Addiction.

[30]  G. Mensah,et al.  Cardiovascular risk factors and confounders among nondrinking and moderate-drinking U.S. adults. , 2005, American journal of preventive medicine.

[31]  Sander Greenland,et al.  The Value of Risk-Factor (“Black-Box”) Epidemiology , 2004, Epidemiology.

[32]  D. Lawlor,et al.  Those confounded vitamins: what can we learn from the differences between observational versus randomised trial evidence? , 2004, The Lancet.

[33]  S. Ebrahim,et al.  Mendelian randomization: prospects, potentials, and limitations. , 2004, International journal of epidemiology.

[34]  S. Higuchi,et al.  Alcohol and aldehyde dehydrogenase genotypes and drinking behavior of Chinese living in Shanghai , 1995, Human Genetics.

[35]  Wei Hao,et al.  Alcohol use in China. , 2003, Alcohol and Alcoholism.

[36]  H. Ueshima,et al.  Genetic variation in aldehyde dehydrogenase 2 and the effect of alcohol consumption on cholesterol levels. , 2002, Atherosclerosis.

[37]  T. Ogihara,et al.  The aldehyde dehydrogenase 2 gene is a risk factor for hypertension in Japanese but does not alter the sensitivity to pressor effects of alcohol: the Suita study. , 2001, Hypertension research : official journal of the Japanese Society of Hypertension.

[38]  H. Kawasaki,et al.  Effect of ALDH2 and CYP2E1 gene polymorphisms on drinking behavior and alcoholic liver disease in Japanese male workers. , 2001, Alcoholism, clinical and experimental research.

[39]  H. Ohta,et al.  Acute effects of E-3174, a human active metabolite of losartan, on the cardiovascular system in tachycardia-induced canine heart failure. , 2001, Hypertension research : official journal of the Japanese Society of Hypertension.

[40]  M. Imagawa,et al.  Deficiency in mitochondrial aldehyde dehydrogenase increases the risk for late-onset Alzheimer's disease in the Japanese population. , 2000, Biochemical and biophysical research communications.

[41]  E. Rimm,et al.  Moderate alcohol intake and lower risk of coronary heart disease: meta-analysis of effects on lipids and haemostatic factors , 1999, BMJ.

[42]  Jeffrey M. Wooldridge,et al.  Introductory Econometrics: A Modern Approach , 1999 .

[43]  Y. F. Wang,et al.  Polymorphism of ADH and ALDH genes among four ethnic groups in China and effects upon the risk for alcoholism. , 1997, Alcoholism, clinical and experimental research.

[44]  David A. Jaeger,et al.  Problems with Instrumental Variables Estimation when the Correlation between the Instruments and the Endogenous Explanatory Variable is Weak , 1995 .

[45]  Ting-kai Li,et al.  Alcohol and aldehyde dehydrogenase genotypes and alcoholism in Chinese men. , 1991, American journal of human genetics.