Abstract
Background:
Apolipoprotein E (APOE) genotypes are associated with different plasma lipid levels. People with the APO ɛ2 genotype can develop a disorder called dysbetalipoproteinemia (DBL). A possible predisposing factor for DBL is adiposity. We evaluated whether and to what extent the APOE genotype modifies the relation between adiposity and lipids in patients with manifest arterial disease and we looked at possible determinants of DBL in ɛ2 homo- and heterozygote patients.
Methods:
This prospective cohort study was performed in 5450 patients with manifest arterial disease from the Secondary Manifestations of ARTerial disease (SMART) study. The APOE genotype was measured in all patients and revealed 58 ɛ2 homozygotes, 663 ɛ2 heterozygotes, 3181 ɛ3 homozygotes and 1548 ɛ4 carriers. The main dependent variable was non-high-density lipoprotein cholesterol (non-HDL-c). The relation between adiposity (including body mass index (BMI), waist circumference (waist), visceral adipose tissue (VAT) and metabolic syndrome (MetS)) and lipids was evaluated with linear regression analyses. Determinants of DBL were evaluated using logistic regression.
Results:
There was significant effect modification by the APOE genotype on the relation between non-HDL-c and BMI, waist, VAT and MetS. There was an association between BMI and non-HDL-c in ɛ2 homozygotes (β 0.173, 95% confidence interval (CI) 0.031–0.314, P=0.018) and ɛ4 carriers (β 0.033, 95% CI 0.020–0.046, P<0.001). In all genotypes, there was an effect of waist, VAT and MetS on non-HDL-c, but these effects were most distinct in ɛ2 homozygotes (waist β 0.063, 95% CI 0.015–0.110, P=0.011; VAT β 0.580, 95% CI 0.270–0.889, P=0.001; MetS β 1.760, 95% CI 0.668–2.852, P=0.002). Determinants of DBL in ɛ2 homo- and heterozygotes were VAT and MetS.
Conclusion:
The APOE genotype modifies the relation between adiposity and plasma lipid levels in patients with vascular disease. The relation between adiposity and lipids is present in all patients, but it is most distinct in ɛ2 homozygote patients. Abdominal fat and MetS are determinants of DBL.
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References
Sing CF, Davignon J . Role of the apolipoprotein E polymorphism in determining normal plasma lipid and lipoprotein variation. Am J Hum Genet 1985; 37: 268–285.
Teslovich TM, Musunuru K, Smith AV, Edmondson AC, Stylianou IM, Koseki M et al. Biological, clinical and population relevance of 95 loci for blood lipids. Nature 2010; 466: 707–713.
Bennet AM, Di Angelantonio E, Ye Z, Wensley F, Dahlin A, Ahlbom A et al. Association of apolipoprotein E genotypes with lipid levels and coronary risk. JAMA 2007; 298: 1300–1311.
Boer JM, Ehnholm C, Menzel HJ, Havekes LM, Rosseneu M, O'Reilly DS et al. Interactions between lifestyle-related factors and the ApoE polymorphism on plasma lipids and apolipoproteins. The EARS Study. European Atherosclerosis Research Study. Arterioscler Thromb Vasc Biol 1997; 17: 1675–1681.
Mahley RW, Huang Y, Rall SC Jr . Pathogenesis of type III hyperlipoproteinemia (dysbetalipoproteinemia). Questions, quandaries, and paradoxes. J Lipid Res 1999; 40: 1933–1949.
de Beer F, Stalenhoef AF, Hoogerbrugge N, Kastelein JJ, Gevers Leuven JA, van Duijn CM et al. Expression of type III hyperlipoproteinemia in apolipoprotein E2 (Arg158 —> Cys) homozygotes is associated with hyperinsulinemia. Arterioscler Thromb Vasc Biol 2002; 22: 294–299.
Henneman P, van der Sman-de Beer F, Moghaddam PH, Huijts P, Stalenhoef AF, Kastelein JJ et al. The expression of type III hyperlipoproteinemia: involvement of lipolysis genes. Eur J Hum Genet 2009; 17: 620–628.
Morganroth J, Levy RI, Fredrickson. DS . The biochemical, clinical, and genetic features of type III hyperlipoproteinemia. Ann Intern Med 1975; 82: 158–174.
Mahley RW, Rall SC Jr . Apolipoprotein E: far more than a lipid transport protein. Annu Rev Genomics Hum Genet 2000; 1: 507–537.
Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, And Treatment of High Blood Cholesterol In Adults (Adult Treatment Panel III). JAMA 2001; 285: 2486–2497.
Utermann G, Vogelberg KH, Steinmetz A, Schoenborn W, Pruin N, Jaeschke M et al. Polymorphism of apolipoprotein E. II. Genetics of hyperlipoproteinemia type III. Clin Genet 1979; 15: 37–62.
Ordovas JM, Mooser. V . The APOE locus and the pharmacogenetics of lipid response. Curr Opin Lipidol 2002; 13: 113–117.
Mahley RW, Weisgraber KH, Huang Y . Apolipoprotein E: structure determines function, from atherosclerosis to Alzheimer's disease to AIDS. J Lipid Res 2009; 50 (Suppl): S183–S188.
Simons PC, Algra A, van de Laak MF, Grobbee DE, van der Graaf Y . Second manifestations of ARTerial disease (SMART) study: rationale and design. Eur J Epidemiol 1999; 15: 773–781.
Soper DS 2014. Post-hoc Statistical Power Calculator for Multiple Regression (Software). Retrieved 21-3-2014. From http://www.danielsoper.com/statcalc.
Cohen J, Cohen P, West SG, Aiken LS . Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (3rd edition). Lawrence Erlbaum associates: Mahwah, NJ, USA, 2003.
Stolk RP, Wink O, Zelissen PM, Meijer R, van Gils AP, Grobbee DE . Validity and reproducibility of ultrasonography for the measurement of intra-abdominal adipose tissue. Int J Obes Relat Metab Disord 2001; 25: 1346–1351.
Friedewald WT, Levy RI, Fredrickson DS . Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem 1972; 18: 499–502.
Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA et al. Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation 2005; 112: 2735–2752.
Blom DJ, Byrnes P, Jones S, Marais AD . Dysbetalipoproteinemia—clinical and pathofysiological features. S Afr Med J 2002; 92: 892–897.
Reiner Z, Catapano AL, De Backer G, Graham I, Taskinen MR, Wiklund O et al. ESC/EAS Guidelines for the management of dyslipidaemias: the Task Force for the management of dyslipidaemias of the European Society of Cardiology (ESC) and the European Atherosclerosis Society (EAS). Eur Heart J 2011; 32: 1769–1818.
Donders AR, van der Heijden GJ, Stijnen T, Moons KG . Review: a gentle introduction to imputation of missing values. J Clin Epidemiol 2006; 59: 1087–1091.
Raal FJ . Pathogenesis and management of the dyslipidemia of the metabolic syndrome. Metab Syndr Relat Disord 2009; 7: 83–88.
Ritchie SA, Connell JM . The link between abdominal obesity, metabolic syndrome and cardiovascular disease. Nutr Metab Cardiovasc Dis 2007; 17: 319–326.
Sniderman A, Couture P, de Graaf J . Diagnosis and treatment of apolipoprotein B dyslipoproteinemias. Nat Rev Endocrinol 2010; 6: 335–346.
Pardo Silva MC, Janssens AC, Hofman A, Witteman JC, van Duijn. CM . Apolipoprotein E gene is related to mortality only in normal weight individuals: the Rotterdam Study. Eur J Epidemiol 2008; 23: 135–142.
Petkeviciene J, Smalinskiene A, Luksiene DI, Jureniene K, Ramazauskiene V, Klumbiene J et al. Associations between apolipoprotein E genotype, diet, body mass index, and serum lipids in Lithuanian adult population. PLoS ONE 2012; 7: e41525.
Acknowledgements
We gratefully acknowledge the contribution of the SMART research nurses, R van Petersen (data-manager), H Pijl (vascular manager) and the members of the SMART Study Group: PA Doevendans, Department of Cardiology; A Algra; Y van der Graaf; DE Grobbee; GEHM Rutten, Julius Center for Health Sciences and Primary Care; LJ Kappelle, Department of Neurology; WPTM Mali, Department of Radiology; FL Moll, Department of Vascular Surgery; FLJ Visseren, Department of Vascular Medicine.
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Koopal, C., van der Graaf, Y., Asselbergs, F. et al. Influence of APOE-2 genotype on the relation between adiposity and plasma lipid levels in patients with vascular disease. Int J Obes 39, 265–269 (2015). https://doi.org/10.1038/ijo.2014.105
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DOI: https://doi.org/10.1038/ijo.2014.105


