Abstract
Background/Objectives
Gene–diet interactions may have an important role in the disparities between the lipid responses of individuals to diet. This study aimed to investigate whether polymorphisms (rs5882 and rs3764261) in the cholesteryl ester transfer protein (CETP) gene modify the association of diet with changes in serum lipid profiles.
Subjects/Methods
A total of 4700 individuals aged ≥18 years were selected from among participants of the Tehran Lipid and Glucose Study. After 3.6 years of follow-up, changes in serum lipid profiles were evaluated. Usual dietary intake was assessed using a validated food frequency questionnaire. DNA samples were genotyped with HumanOmniExpress-24-v1-0 bead chips (containing 649,932 SNP loci).
Results
No significant interaction was found between CETP polymorphisms and dietary patterns in changing lipid profiles. Mean changes of total cholesterol (TC) decreased in higher quartiles of fish intake in A allele carriers (Q1:8.02, Q4:5.58, Ptrend = 0.01) compared to the CC genotype (Q1:3.65, Q4:8.93, Ptrend = 0.11) (Pi = 0.02). There are ascending trends of changes in triglyceride (TG) concentrations across quartiles of total fat, monounsaturated and saturated fat consumption in G allele carriers of rs5882 compared to the AA genotype. There was a declining trend for mean changes in TG concentrations across quartiles of carbohydrate intake in G allele carriers of rs5882 compared to the AA genotype (Pi = 0.01).
Conclusions
Our data demonstrated that minor allele carriers of rs5882 had a better TG value than AA homozygote individuals when consuming a low fat and high carbohydrate diet. Fish intake modifies the association of rs3764261with TC concentrations.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Hosseini-Esfahani F, Mirmiran P, Daneshpour MS, Mehrabi Y, Hedayati M, Soheilian-Khorzoghi M, et al. Dietary patterns interact with APOA1/APOC3 polymorphisms to alter the risk of the metabolic syndrome: the Tehran Lipid and Glucose Study. Br J Nutr. 2015;113:644–53. https://doi.org/10.1017/S0007114514003687.
Mirmiran P, Esfandiar Z, Hosseini-Esfahani F, Koochakpoor G, Daneshpour MS, Sedaghati-Khayat B, et al. Genetic variations of cholesteryl ester transfer protein and diet interactions in relation to lipid profiles and coronary heart disease: a systematic review. Nutr Metab (Lond). 2017;14:77.
Meroufel DN, Mediene-Benchekor S, Lardjam-Hetraf SA, Ouhaibi-Djellouli H, Boulenouar H, Hamani-Medjaoui I, et al. Associations of common SNPs in the SORT1, GCKR, LPL, APOA1, CETP, LDLR, APOE genes with lipid trait levels in an Algerian population sample. Int J Clin Exp Pathol. 2015;8:7358–63.
Ordovas JM. Genetic interactions with diet influence the risk of cardiovascular disease. Am J Clin Nutr. 2006;83:443S–6S.
Durrington P. Dyslipidaemia. Lancet. 2003;362:717–31. https://doi.org/10.1016/s0140-6736(03)14234-1.
Willer CJ, Schmidt EM, Sengupta S, Peloso GM, Gustafsson S, Kanoni S, et al. Discovery and refinement of loci associated with lipid levels. Nat Genet. 2013;45:1274–83. https://doi.org/10.1038/ng.2797.
Mackay DS, Eck PK, Rideout TC, Baer DJ, Jones PJ. Cholesterol ester transfer protein polymorphism rs5882 is associated with triglyceride-lowering in response to plant sterol consumption. Appl Physiol Nutr Metab. 2015;40:846–9. https://doi.org/10.1139/apnm-2015-0039.
Rudkowska I, Dewailly E, Hegele RA, Boiteau V, Dube-Linteau A, Abdous B, et al. Gene-diet interactions on plasma lipid levels in the Inuit population. Br J Nutr. 2013;109:953–61. https://doi.org/10.1017/s0007114512002231.
Darabi M, Abolfathi A, Noori M, Kazemi A, Ostadrahimi A, Rahimipour A, et al. Cholesteryl ester transfer protein I405V polymorphism influences apolipoprotein AI response to a change in dietary fatty acid composition. Horm Metab Res. 2009;41:554–8.
Anagnostopoulou KK, Kolovou GD, Kostakou PM, Mihas C, Hatzigeorgiou G, Marvaki C, et al. Sex-associated effect of CETP and LPL polymorphisms on postprandial lipids in familial hypercholesterolaemia. Lipids Health Dis. 2009;8:24.
Terán-García M, Després J-P, Tremblay A, Bouchard C. Effects of cholesterol ester transfer protein (CETP) gene on adiposity in response to long-term overfeeding. Atherosclerosis. 2008;196:455–60.
Lottenberg AM, Nunes VS, Nakandakare ER, Neves M, Bernik M, Lagrost L, et al. The human cholesteryl ester transfer protein I405V polymorphism is associated with plasma cholesterol concentration and its reduction by dietary phytosterol esters. J Nutr. 2003;133:1800–5.
Lottenberg AM, Santos JE, Lagrost L, Nunes VS, Nakandakare ER, Neves M, et al. Plasma cholesterol and CETP concentrations are lowered by dietary phytosterol ester but only the cholesterol variation related to the CETP 1405V polymorphism. Atheroscler Suppl. 2001;2:110 https://doi.org/10.1016/S1567-5688(01)80305-6.
Friedlander Y, Leitersdorf E, Vecsler R, Funke H, Kark J. The contribution of candidate genes to the response of plasma lipids and lipoproteins to dietary challenge. Atherosclerosis. 2000;152:239–48. https://doi.org/10.1016/S0021-9150(99)00474-8.
Garcia-Rios A, Alcala-Diaz JF, Gomez-Delgado F, Delgado-Lista J, Marin C, Leon-Acuna A et al. Beneficial effect of CETP gene polymorphism in combination with a Mediterranean diet influencing lipid metabolism in metabolic syndrome patients: CORDIOPREV study. Clin Nutr. 2016. https://doi.org/10.1016/j.clnu.2016.12.011.
Qi Q, Durst R, Schwarzfuchs D, Leitersdorf E, Shpitzen S, Li Y, et al. CETP genotype and changes in lipid levels in response to weight-loss diet intervention in the POUNDS LOST and DIRECT randomized trials. J Lipid Res. 2015;56:713–21. https://doi.org/10.1194/jlr.P055715.
Azizi F, Ghanbarian A, Momenan AA, Hadaegh F, Mirmiran P, Hedayati M, et al. Prevention of non-communicable disease in a population in nutrition transition: Tehran Lipid and Glucose Study phase II. Trials. 2009;10:1745–6215.
Mirmiran P, Hosseini Esfahani F, Mehrabi Y, Hedayati M, Azizi F. Reliability and relative validity of an FFQ for nutrients in the Tehran Lipid and Glucose Study. Public Health Nutr. 2010;13:654–62. https://doi.org/10.1017/S1368980009991698.
Hosseini-Esfahani F, Djazaieri S-A, Mirmiran P, Mehrabi Y, Azizi F. Which food patterns are predictors of obesity in Tehranian adults? J Nutr Educ Behav. 2012;44:564–73.
Momenan AA, Delshad M, Sarbazi N, Rezaei Ghaleh N, Ghanbarian A, Azizi F. Reliability and validity of the Modifiable Activity Questionnaire (MAQ) in an Iranian urban adult population. Arch Iran Med. 2012;15:279–82. 012155/aim.007.
Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, et al. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc. 2000;32:S498–504.
Kriska AM, Knowler WC, LaPorte RE, Drash AL, Wing RR, Blair SN, et al. Development of questionnaire to examine relationship of physical activity and diabetes in Pima Indians. Diabetes Care. 1990;13:401–11.
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.
Daneshpour MS, Fallah MS. Ration Des a Genet Study Cardiometabolic Risk Factor: Protoc Tehran Cardiometabolic Genet Study (TCGS). 2017;6:e28 https://doi.org/10.2196/resprot.6050.
Jayedi A, Shab-Bidar S, Eimeri S, Djafarian K. Fish consumption and risk of all-cause and cardiovascular mortality: a dose-response meta-analysis of prospective observational studies. Public Health Nutr. 2018;21:1297–306. https://doi.org/10.1017/s1368980017003834
Torris C, Smastuen MC, Molin M. Nutrients in fish and possible associations with cardiovascular disease risk factors in metabolic syndrome. Nutrients 2018;10. https://doi.org/10.3390/nu10070952.
Alhassan A, Young J, Lean MEJ, Lara J. Consumption of fish and vascular risk factors: A systematic review and meta-analysis of intervention studies. Atherosclerosis. 2017;266:87–94. https://doi.org/10.1016/j.atherosclerosis.2017.09.028.
Thompson A, Di Angelantonio E, Sarwar N, Erqou S, Saleheen D, Dullaart RP, et al. Association of cholesteryl ester transfer protein genotypes with CETP mass and activity, lipid levels, and coronary risk. JAMA. 2008;299:2777–88. https://doi.org/10.1001/jama.299.23.2777.
Li TY, Zhang C, Asselbergs FW, Qi L, Rimm E, Hunter DJ, et al. Interaction between dietary fat intake and the cholesterol ester transfer protein TaqIB polymorphism in relation to HDL-cholesterol concentrations among US diabetic men. Am J Clin Nutr. 2007;86:1524–9.
Jansen S, Lopez-Miranda J, Castro P, Lopez-Segura F, Marin C, Ordovas JM, et al. Low-fat and high-monounsaturated fatty acid diets decrease plasma cholesterol ester transfer protein concentrations in young, healthy, normolipemic men. Am J Clin Nutr. 2000;72:36–41.
Schwab US, Maliranta HM, Sarkkinen ES, Savolainen MJ, Kesäniemi YA, Uusitupa MIJ. Different effects of palmitic and stearic acid-enriched diets on serum lipids and lipoproteins and plasma cholesteryl ester transfer protein activity in healthy young women. Metabolism. 1996;45:143–9. https://doi.org/10.1016/S0026-0495(96)90044-X.
Groener JE, van Ramshorst EM, Katan MB, Mensink RP, van Tol A. Diet-induced alteration in the activity of plasma lipid transfer protein in normolipidemic human subjects. Atherosclerosis. 1991;87:221–6.
Frances E, Carrasco P, Sorli JV, Ortega C, Portoles O, Rubio MM, et al. Impact of APOE, APOA5 and CETP polymorphism on plasma lipid concentrations and response to a mediterranean diet in the predimed study. Atheroscler Suppl. 2006;7:47 https://doi.org/10.1016/S1567-5688(06)80146-7.
Asghari G, Rezazadeh A, Hosseini-Esfahani F, Mehrabi Y, Mirmiran P, Azizi F. Reliability, comparative validity and stability of dietary patterns derived from an FFQ in the Tehran Lipid and Glucose Study. Br J Nutr. 2012;108:1109–17. https://doi.org/10.1017/S0007114511006313.
Dekker LH, Boer JM, Stricker MD, Busschers WB, Snijder MB, Nicolaou M, et al. Dietary patterns within a population are more reproducible than those of individuals. J Nutr. 2013;143:1728–35. https://doi.org/10.3945/jn.113.177477.
Acknowledgements
The authors wish to acknowledge Ms. Niloofar Shiva and Dr. Forough Ghanbari for critical editing of the English grammar and syntax of the manuscript.
Author contributions
ZE, FHE and AG designed the study, analysed and interpreted the data, while also drafting the manuscript; MSD, PM and FA supervised the study, revised the manuscript for important intellectual content and final approval of the version for publication.
Funding
This study was supported by the RIES, Shahid Beheshti University of Medical Sciences, Tehran, Iran (Grant No. 834).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
About this article
Cite this article
Hosseini-Esfahani, F., Esfandiar, Z., Mirmiran, P. et al. The interaction of cholesteryl ester transfer protein gene variations and diet on changes in serum lipid profiles. Eur J Clin Nutr 73, 1291–1298 (2019). https://doi.org/10.1038/s41430-019-0397-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41430-019-0397-x
This article is cited by
-
Cohort profile update: Tehran cardiometabolic genetic study
European Journal of Epidemiology (2023)
-
A Nutrigenetic Update on CETP Gene–Diet Interactions on Lipid-Related Outcomes
Current Atherosclerosis Reports (2022)