A systematic review and meta-analysis of 130,000 individuals shows smoking does not modify the association of APOE genotype on risk of coronary heart disease
Language English Country Ireland Media print-electronic
Document type Journal Article, Meta-Analysis, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't, Review, Systematic Review
Grant support
RG/08/008/25291
British Heart Foundation - United Kingdom
G0802432
Medical Research Council - United Kingdom
G1000143
Medical Research Council - United Kingdom
MC_UU_12015/1
Medical Research Council - United Kingdom
MC_U106179471
Medical Research Council - United Kingdom
Wellcome Trust - United Kingdom
PubMed
25173947
PubMed Central
PMC4232362
DOI
10.1016/j.atherosclerosis.2014.07.038
PII: S0021-9150(14)01348-3
Knihovny.cz E-resources
- Keywords
- APOE genotype, Coronary heart disease, Gene–environment interaction, Smoking,
- MeSH
- Alleles MeSH
- Apolipoprotein E4 genetics MeSH
- Adult MeSH
- Genotype * MeSH
- Heterozygote MeSH
- Gene-Environment Interaction MeSH
- Cohort Studies MeSH
- Coronary Disease genetics MeSH
- Smoking adverse effects MeSH
- Middle Aged MeSH
- Humans MeSH
- Risk Factors MeSH
- Aged MeSH
- Check Tag
- Adult MeSH
- Middle Aged MeSH
- Humans MeSH
- Male MeSH
- Aged MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Meta-Analysis MeSH
- Research Support, Non-U.S. Gov't MeSH
- Review MeSH
- Research Support, N.I.H., Extramural MeSH
- Systematic Review MeSH
- Names of Substances
- Apolipoprotein E4 MeSH
BACKGROUND: Conflicting evidence exists on whether smoking acts as an effect modifier of the association between APOE genotype and risk of coronary heart disease (CHD). METHODS AND RESULTS: We searched PubMed and EMBASE to June 11, 2013 for published studies reporting APOE genotype, smoking status and CHD events and added unpublished data from population cohorts. We tested for presence of effect modification by smoking status in the relationship between APOE genotype and risk of CHD using likelihood ratio test. In total 13 studies (including unpublished data from eight cohorts) with 10,134 CHD events in 130,004 individuals of European descent were identified. The odds ratio (OR) for CHD risk from APOE genotype (ε4 carriers versus non-carriers) was 1.06 (95% confidence interval (CI): 1.01, 1.12) and for smoking (present vs. past/never smokers) was OR 2.05 (95%CI: 1.95, 2.14). When the association between APOE genotype and CHD was stratified by smoking status, compared to non-ε4 carriers, ε4 carriers had an OR of 1.11 (95%CI: 1.02, 1.21) in 28,789 present smokers and an OR of 1.04 (95%CI 0.98, 1.10) in 101,215 previous/never smokers, with no evidence of effect modification (P-value for heterogeneity = 0.19). Analysis of pack years in individual participant data of >60,000 with adjustment for cardiovascular traits also failed to identify evidence of effect modification. CONCLUSIONS: In the largest analysis to date, we identified no evidence for effect modification by smoking status in the association between APOE genotype and risk of CHD.
Department of Epidemiology and Public Health University College London London UK
Department of Public Health and Primary Care University of Cambridge Cambridge UK
Julius Center for Health Sciences and Primary Care University Medical Center Utrecht The Netherlands
National Institute of Public Health Srobarova 48 10042 Prague Czech Republic
See more in PubMed
Lim S.S., Vos T., Flaxman A.D., Danaei G., Shibuya K., Adair-Rohani H. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2224–2260. PubMed PMC
Mahley R.W. Apolipoprotein E: cholesterol transport protein with expanding role in cell biology. Science. 1988;240(4852):622–630. PubMed
Angelopoulos T.J., Lowndes J. ApoE genotype: impact on health, fitness and nutrition. World Rev Nutr Diet. 2008;98:77–93. PubMed
Bennet A.M., Di Angelantonio E., Ye Z., Wensley F., Dahlin A., Ahlbom A. Association of apolipoprotein E genotypes with lipid levels and coronary risk. JAMA. 2007;298(11):1300–1311. PubMed
Strittmatter W.J., Bova Hill C. Molecular biology of apolipoprotein E. Curr Opin Lipidol. 2002;13(2):119–123. PubMed
Humphries S.E., Talmud P.J., Hawe E., Bolla M., Day I.N., Miller G.J. Apolipoprotein E4 and coronary heart disease in middle-aged men who smoke: a prospective study. Lancet. 2001;358(9276):115–119. PubMed
Keavney B., Parish S., Palmer A., Clark S., Youngman L., Danesh J. Large-scale evidence that the cardiotoxicity of smoking is not significantly modified by the apolipoprotein E 2/3/4 genotype. Lancet. 2003;361(9355):396–398. PubMed
Grammer T.B., Hoffmann M.M., Scharnagl H., Kleber M.E., Silbernagel G., Pilz S. Smoking, apolipoprotein E genotypes, and mortality (the Ludwigshafen RIsk and Cardiovascular Health study) Eur Heart J. 2013;34(17):1298–1305. PubMed
Gustavsson J., Mehlig K., Leander K., Strandhagen E., Bjorck L., Thelle D.S. Interaction of apolipoprotein E genotype with smoking and physical inactivity on coronary heart disease risk in men and women. Atherosclerosis. 2012;220(2):486–492. PubMed
Jolivalt C., Leininger-Muller B., Bertrand P., Herber R., Christen Y., Siest G. Differential oxidation of apolipoprotein E isoforms and interaction with phospholipids. Free Radic Biol Med. 2000;28(1):129–140. PubMed
Myung S.K., Ju W., Cho B., Oh S.W., Park S.M., Koo B.K. Efficacy of vitamin and antioxidant supplements in prevention of cardiovascular disease: systematic review and meta-analysis of randomised controlled trials. BMJ. 2013;346:f10. PubMed PMC
Moher D., Liberati A., Tetzlaff J., Altman D.G., Group P. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 2009;6(7):e1000097. PubMed PMC
Meade T.W., Wilkes H.C., Stirling Y., Brennan P.J., Kelleher C., Browne W. Randomized controlled trial of low dose warfarin in the primary prevention of ischaemic heart disease in men at high risk: design and pilot study. Eur Heart J. 1988;9(8):836–843. PubMed
Beulens J.W., Monninkhof E.M., Verschuren W.M., van der Schouw Y.T., Smit J., Ocke M.C. Cohort profile: the EPIC-NL study. Int J Epidemiol. 2010;39(5):1170–1178. PubMed
Netuveli G., Wiggins R.D., Hildon Z., Montgomery S.M., Blane D. Quality of life at older ages: evidence from the English longitudinal study of aging (wave 1) J Epidemiol Commun Health. 2006;60(4):357–363. PubMed PMC
Nordestgaard B.G., Agerholm-Larsen B., Wittrup H.H., Tybjaerg-Hansen A. A prospective cardiovascular population study used in genetic epidemiology. The Copenhagen City Heart Study. Scand J Clin Lab Invest Suppl. 1996;226:65–71. PubMed
Nordestgaard B.G., Benn M., Schnohr P., Tybjaerg-Hansen A. Nonfasting triglycerides and risk of myocardial infarction, ischemic heart disease, and death in men and women. JAMA. 2007;298(3):299–308. PubMed
Cifkova R., Skodova Z., Bruthans J., Adamkova V., Jozifova M., Galovcova M. Longitudinal trends in major cardiovascular risk factors in the Czech population between 1985 and 2007/8. Czech MONICA and Czech post-MONICA. Atherosclerosis. 2010;211(2):676–681. PubMed
Day N., Oakes S., Luben R., Khaw K.T., Bingham S., Welch A. EPIC-Norfolk: study design and characteristics of the cohort. European Prospective Investigation of Cancer. Br J Cancer. 1999;80(Suppl. 1):95–103. PubMed
Peasey A., Bobak M., Kubinova R., Malyutina S., Pajak A., Tamosiunas A. Determinants of cardiovascular disease and other non-communicable diseases in Central and Eastern Europe: rationale and design of the HAPIEE study. BMC Public Health. 2006;6:255. PubMed PMC
Lussier-Cacan S., Bolduc A., Xhignesse M., Niyonsenga T., Sing C.F. Impact of alcohol intake on measures of lipid metabolism depends on context defined by gender, body mass index, cigarette smoking, and apolipoprotein E genotype. Arteriosclerosis Thromb Vascu Biol. 2002;22(5):824–831. PubMed
Chen X.H., Rodriguez S., Hawe E., Talmud P.J., Miller G.J., Underhill P. Evidence of admixture from haplotyping in an epidemiological study of UK Caucasian males: implications for association analyses. Human Heredity. 2004;57(3):142–155. PubMed
Liu S., Ma J., Ridker P.M., Breslow J.L., Stampfer M.J. A prospective study of the association between APOE genotype and the risk of myocardial infarction among apparently healthy men. Atherosclerosis. 2003;166(2):323–329. PubMed
Talmud P.J., Lewis S.J., Hawe E., Martin S., Acharya J., Marmot M.G. No APOE4 effect on coronary heart disease risk in a cohort with low smoking prevalence: The Whitehall II study. Atherosclerosis. 2004;177(1):105–112. PubMed
Yusuf S., Wittes J., Probstfield J., Tyroler H.A. Analysis and interpretation of treatment effects in subgroups of patients in randomized clinical trials. JAMA. 1991;266(1):93–98. PubMed
Hingorani A., Humphries S. Nature's randomised trials. Lancet. 2005;366(9501):1906–1908. PubMed
Sleight P. Debate: subgroup analyses in clinical trials: fun to look at - but don't believe them! Curr Control Trials Cardiovasc Med. 2000;1(1):25–27. PubMed PMC
Young N.S., Ioannidis J.P., Al-Ubaydli O. Why current publication practices may distort science. PLoS Med. 2008;5(10):e201. PubMed PMC
Willke R.J., Zheng Z., Subedi P., Althin R., Mullins C.D. From concepts, theory, and evidence of heterogeneity of treatment effects to methodological approaches: a primer. BMC Med Res Methodol. 2012;12:185. PubMed PMC
Thrombosis prevention trial randomised trial of low-intensity oral anticoagulation with warfarin and low-dose aspirin in the primary prevention of ischaemic heart disease in men at increased risk. The Medical Research Council's General Practice Research Framework. Lancet. 1998;351(9098):233–241. PubMed