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우리나라 성인에서 atherogenic index of plasma와 식품군 섭취의 관련성: 도시기반 코호트 자료를 활용하여

Atherogenic index of plasma and its association with food group intake in Korean adults: based on the baseline data of KoGES-HEXA study

  • 신혜란 (한남대학교 생명나노과학대학 식품영양학과) ;
  • 송수진 (한남대학교 생명나노과학대학 식품영양학과)
  • Hye Ran Shin (Department of Food and Nutrition, College of Life Science and Nano-Technology, Hannam University) ;
  • SuJin Song (Department of Food and Nutrition, College of Life Science and Nano-Technology, Hannam University)
  • 투고 : 2023.11.16
  • Accepted : 2024.01.22
  • Published : 2024.02.28

Abstract

본 연구는 우리나라 성인 남녀에서 관상동맥질환의 주요 예측 지표인 AIP와 식품군 섭취의 관련성을 분석하였다. 본 연구에서는 40-79세의 성인 남녀 133,381명을 대상으로 AIP 5분위 그룹에 따른 식품군 섭취량을 제시하였으며, 그 결과 AIP가 높은 그룹에서 낮은 그룹에 비해 곡류, 김치/피클류의 섭취가 높았고, 콩류, 종실류, 육류, 난류, 생선류, 우유 및 유제품 등의 섭취가 낮은 경향을 보였다. 본 연구는 한국인의 식사와 관상동맥질환 위험도 간의 관계에 대한 중요한 정보를 제공하며, 관상동맥질환 예방을 위해 다양한 식품군이 포함된 균형 잡힌 식사가 중요함을 시사한다. 본 연구 결과는 관상동맥질환을 예방할 수 있는 식사지침 제시를 위한 기초자료로 활용될 수 있을 것이다. 추후 연구를 통해 한국인의 식사패턴을 분석하여 심혈관질환 발생 및 사망과의 관련성을 조사하고, 이를 통해 한국인의 심혈관질환 예방에 기여할 수 있을 것으로 기대한다.

Purpose: The atherogenic index of plasma (AIP) is gaining recognition as a superior predictor of coronary artery disease. This study examined the relationship between the AIP and the intake of various food groups in Korean adults, using the baseline data from the Korean Genome and Epidemiology Study-The Health Examinees (KoGES-HEXA) study. Methods: This study included 133,381 adults (46,288 men, 87,093 women) who completed the nutrition survey and biochemical tests of the KoGES-HEXA study. The AIP was calculated as the log (triglycerides/high-density lipoprotein-cholesterol) and was divided into quintiles according to sex for further analysis. Data on food group intake were obtained using the semi-quantitative food frequency questionnaire, and daily food group intake (g/d) was evaluated for each individual. The association between the food group intake and the AIP was examined using the linear regression analysis after adjusting for the confounding variables. Results: In this study population, there was a positive correlation between energy intake and the AIP in men whereas an inverse assocation was shown in women (p < 0.001). In women, a rise in the AIP significantly correlated with an increased percentage of energy intake derived from carbohydrates but decreased percentages of energy from protein and fat (p < 0.001). In men and women, the consumption of grains and kimchi/pickles increased as the AIP rose, while the intake of legumes, nuts, meat and its products, eggs, fish, and milk and dairy products decreased. Among men, individuals in the highest AIP group showed higher intake of wheat products than those in the lowest group of the AIP. In women, the AIP was inversely correlated with potatoes and beverages consumption. Conclusion: This study highlights the importance of a balanced diet, including various protein sources, milk and dairy products, legumes, and nuts, for preventing cardiovascular diseases. Further research into sex-specific dietary patterns is essential for tailoring appropriate dietary recommendations.

Keywords

Acknowledgement

This research was supported by the grant from National Research Foundation of Korea funded by the Korean government (Ministry of Science and ICT) (grant number 2022R1C1C1002905) and the 2023 Hannam University research fund.

References

  1. Brown JC, Gerhardt TE, Kwon E. Risk factors for coronary artery disease. Treasure Island (FL): StatPearls; 2023. 
  2. Baek J, Lee H, Lee HH, Heo JE, Cho SM, Kim HC. Thirty-six year trends in mortality from diseases of circulatory system in Korea. Korean Circ J 2021; 51(4): 320-332. https://doi.org/10.4070/kcj.2020.0424
  3. Fernandez-Macias JC, Ochoa-Martinez AC, Varela-Silva JA, Perez-Maldonado IN. Atherogenic index of plasma: novel predictive biomarker for cardiovascular illnesses. Arch Med Res 2019; 50(5): 285-294. https://doi.org/10.1016/j.arcmed.2019.08.009
  4. Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet 2005; 366(9497): 1640-1649. https://doi.org/10.1016/S0140-6736(05)67663-5
  5. Edwards MK, Blaha MJ, Loprinzi PD. Atherogenic index of plasma and triglyceride/high-density lipoprotein cholesterol ratio predict mortality risk better than individual cholesterol risk factors, among an older adult population. Mayo Clin Proc 2017; 92(4): 680-681. https://doi.org/10.1016/j.mayocp.2016.12.018
  6. Haynes JW, Barger EV. National cholesterol education program: adult treatment panel III guidelines and the 2004 update. In: Reamy BV, editor. Hyperlipidemia Management for Primary Care: An Evidence-Based Approach. New York (NY): Springer US; 2008. p.15-38. 
  7. Dobiasova M, Frohlich J. The new atherogenic plasma index reflects the triglyceride and HDL-cholesterol ratio, the lipoprotein particle size and the cholesterol esterification rate: changes during lipanor therapy. Vnitr Lek 2000; 46(3): 152-156. 
  8. Shen SW, Lu Y, Li F, Yang CJ, Feng YB, Li HW, et al. Atherogenic index of plasma is an effective index for estimating abdominal obesity. Lipids Health Dis 2018; 17(1): 11.
  9. Lioy B, Webb RJ, Amirabdollahian F. The association between the atherogenic index of plasma and cardiometabolic risk factors: a review. Healthcare (Basel) 2023; 11(7): 966.
  10. Wu J, Zhou Q, Wei Z, Wei J, Cui M. Atherogenic index of plasma and coronary artery disease in the adult population: a meta-analysis. Front Cardiovasc Med 2021; 8: 817441.
  11. Appel LJ, Moore TJ, Obarzanek E, Vollmer WM, Svetkey LP, Sacks FM, et al. A clinical trial of the effects of dietary patterns on blood pressure. N Engl J Med 1997; 336(16): 1117-1124. https://doi.org/10.1056/NEJM199704173361601
  12. Martinez-Gonzalez MA, Gea A, Ruiz-Canela M. The Mediterranean diet and cardiovascular health. Circ Res 2019; 124(5): 779-798. https://doi.org/10.1161/CIRCRESAHA.118.313348
  13. Filippou CD, Tsioufis CP, Thomopoulos CG, Mihas CC, Dimitriadis KS, Sotiropoulou LI, et al. Dietary approaches to stop hypertension (DASH) diet and blood pressure reduction in adults with and without hypertension: a systematic review and meta-analysis of randomized controlled trials. Adv Nutr 2020; 11(5): 1150-1160. https://doi.org/10.1093/advances/nmaa041
  14. Tang C, Wang X, Qin LQ, Dong JY. Mediterranean diet and mortality in people with cardiovascular disease: a meta-analysis of prospective cohort studies. Nutrients 2021; 13(8): 2623.
  15. Jalilpiran Y, Darooghegi Mofrad M, Mozaffari H, Bellissimo N, Azadbakht L. Adherence to dietary approaches to stop hypertension (DASH) and Mediterranean dietary patterns in relation to cardiovascular risk factors in older adults. Clin Nutr ESPEN 2020; 39: 87-95. https://doi.org/10.1016/j.clnesp.2020.07.013
  16. Kim J, Hoang T, Bu SY, Kim JM, Choi JH, Park E, et al. Associations of dietary intake with cardiovascular disease, blood pressure, and lipid profile in the Korean population: a systematic review and metaanalysis. J Lipid Atheroscler 2020; 9(1): 205-229.  https://doi.org/10.12997/jla.2020.9.1.205
  17. Hwang B, Yang YJ. Comparison of health indicators and lifestyle according to atherogenic index of plasma in Korean adults in their 20s and 30s. J Nutr Health 2023; 56(2): 168-183. https://doi.org/10.4163/jnh.2023.56.2.168
  18. Shin HR, Song S, Cho JA, Ly SY. Atherogenic index of plasma and its association with risk factors of coronary artery disease and nutrient intake in Korean adult men: the 2013-2014 KNHANES. Nutrients 2022; 14(5): 1071.
  19. Statistics Korea. Causes of death for South Koreans in 2022. Daejeon: Statistics Korea; 2023. 
  20. Haney EM, Huffman LH, Bougatsos C, Freeman M, Steiner RD, Nelson HD. Screening and treatment for lipid disorders in children and adolescents: systematic evidence review for the US Preventive Services Task Force. Pediatrics 2007; 120(1): e189-e214. https://doi.org/10.1542/peds.2006-1801
  21. Dobiasova M, Frohlich J. The plasma parameter log (TG/HDL-C) as an atherogenic index: correlation with lipoprotein particle size and esterification rate in apoB-lipoprotein-depleted plasma (FERHDL). Clin Biochem 2001; 34(7): 583-588. https://doi.org/10.1016/S0009-9120(01)00263-6
  22. Nam KW, Kwon HM, Park JH, Kwon H. The atherogenic index of plasma is associated with cerebral small vessel disease: a cross-sectional study. J Lipid Atheroscler 2022; 11(3): 262-271. https://doi.org/10.12997/jla.2022.11.3.262
  23. Niroumand S, Khajedaluee M, Khadem-Rezaiyan M, Abrishami M, Juya M, Khodaee G, et al. Atherogenic Index of Plasma (AIP): a marker of cardiovascular disease. Med J Islam Repub Iran 2015; 29: 240.
  24. Cai G, Shi G, Xue S, Lu W. The atherogenic index of plasma is a strong and independent predictor for coronary artery disease in the Chinese Han population. Medicine (Baltimore) 2017; 96(37): e8058.
  25. Korea Disease Control and Prevention Agency. Korea health statistics 2022: Korea National Health and Nutrition Examination Survey (KNHANES IX-1). Cheongju: Korea Disease Control and Prevention Agency; 2023. 
  26. Kim TH, Yang PS, Yu HT, Jang E, Uhm JS, Kim JY, et al. Age threshold for ischemic stroke risk in atrial fibrillation. Stroke 2018; 49(8): 1872-1879. https://doi.org/10.1161/STROKEAHA.118.021047
  27. Song Y, Joung H. A traditional Korean dietary pattern and metabolic syndrome abnormalities. Nutr Metab Cardiovasc Dis 2012; 22(5): 456-462. https://doi.org/10.1016/j.numecd.2010.09.002
  28. Song SJ, Lee JE, Paik HY, Park MS, Song YJ. Dietary patterns based on carbohydrate nutrition are associated with the risk for diabetes and dyslipidemia. Nutr Res Pract 2012; 6(4): 349-356. https://doi.org/10.4162/nrp.2012.6.4.349
  29. Parks EJ. Effect of dietary carbohydrate on triglyceride metabolism in humans. J Nutr 2001; 131(10): 2772S-2774S. https://doi.org/10.1093/jn/131.10.2772S
  30. Lee HA, An H. The effect of high carbohydrate-to-fat intake ratios on hypo-HDL-cholesterolemia risk and HDL-cholesterol levels over a 12-year follow-up. Sci Rep 2020; 10(1): 913.
  31. Ministry of Health and Welfare (KR); Korean Society of Nutrition. Dietary reference intakes for Koreans 2020. Sejong: Ministry of Health and Welfare; 2020. 
  32. Song S, Song Y. Three types of a high-carbohydrate diet are differently associated with cardiometabolic risk factors in Korean adults. Eur J Nutr 2019; 58(8): 3279-3289. https://doi.org/10.1007/s00394-018-1871-2
  33. Song S, Song WO, Song Y. Dietary carbohydrate and fat intakes are differentially associated with lipid abnormalities in Korean adults. J Clin Lipidol 2017; 11(2): 338-347.e3. https://doi.org/10.1016/j.jacl.2017.01.016
  34. Moon EW, Lee HM, Kim SH, Seo HY. Monitoring of sodium content in commercial baechu (kimchi cabbage) kimchi. Korean J Food Nutr 2022; 35(6): 537-542. 
  35. Luft FC. Risk factors: evolving epidemiology of sodium intake and CVD. Nat Rev Cardiol 2016; 13(8): 445-446. https://doi.org/10.1038/nrcardio.2016.105
  36. Wang YJ, Yeh TL, Shih MC, Tu YK, Chien KL. Dietary sodium intake and risk of cardiovascular disease: a systematic review and dose-response meta-analysis. Nutrients 2020; 12(10): 2934.
  37. Jayedi A, Soltani S, Abdolshahi A, Shab-Bidar S. Healthy and unhealthy dietary patterns and the risk of chronic disease: an umbrella review of meta-analyses of prospective cohort studies. Br J Nutr 2020; 124(11): 1133-1144. https://doi.org/10.1017/S0007114520002330
  38. Wan Y, Zheng J, Wang F, Li D. Fish, long chain omega-3 polyunsaturated fatty acids consumption, and risk of all-cause mortality: a systematic review and dose-response meta-analysis from 23 independent prospective cohort studies. Asia Pac J Clin Nutr 2017; 26(5): 939-956.
  39. van Mierlo LA, Arends LR, Streppel MT, Zeegers MP, Kok FJ, Grobbee DE, et al. Blood pressure response to calcium supplementation: a meta-analysis of randomized controlled trials. J Hum Hypertens 2006; 20(8): 571-580. https://doi.org/10.1038/sj.jhh.1002038
  40. Kong SH, Kim JH, Hong AR, Cho NH, Shin CS. Dietary calcium intake and risk of cardiovascular disease, stroke, and fracture in a population with low calcium intake. Am J Clin Nutr 2017; 106(1): 27-34.  https://doi.org/10.3945/ajcn.116.148171
  41. Ahn JY, Kim IS, Lee JS. Relationship of riboflavin and niacin with cardiovascular disease. Korean J Clin Lab Sci 2019; 51(4): 484-494. https://doi.org/10.15324/kjcls.2019.51.4.484
  42. Dehghan M, Mente A, Rangarajan S, Sheridan P, Mohan V, Iqbal R, et al. Association of dairy intake with cardiovascular disease and mortality in 21 countries from five continents (PURE): a prospective cohort study. Lancet 2018; 392(10161): 2288-2297. https://doi.org/10.1016/S0140-6736(18)31812-9
  43. Korean Society of Lipid & Atherosclerosis. Korean guidelines for the management of dyslipidemia. 5th ed. Seoul: Korean Society of Lipid & Atherosclerosis; 2022. 
  44. American Heart Association. The American heart association diet and lifestyle recommendations [Internet]. Dallas (TX): American Heart Association; 2023 [cited 2023 Nov 13]. Available from: https://www.heart.org/en/healthy-living/healthy-eating/eat-smart/nutrition-basics/aha-diet-and-lifestyle-recommendations. 
  45. Papp RE, Hasenegger V, Ekmekcioglu C, Schwingshackl L. Association of poultry consumption with cardiovascular diseases and all-cause mortality: a systematic review and dose response meta-analysis of prospective cohort studies. Crit Rev Food Sci Nutr 2023; 63(15): 2366-2387. https://doi.org/10.1080/10408398.2021.1975092
  46. Daniel CR, Cross AJ, Koebnick C, Sinha R. Trends in meat consumption in the USA. Public Health Nutr 2011; 14(4): 575-583. https://doi.org/10.1017/S1368980010002077
  47. Godos J, Micek A, Brzostek T, Toledo E, Iacoviello L, Astrup A, et al. Egg consumption and cardiovascular risk: a dose-response meta-analysis of prospective cohort studies. Eur J Nutr 2021; 60(4): 1833-1862. https://doi.org/10.1007/s00394-020-02345-7
  48. Zhuang P, Wu F, Mao L, Zhu F, Zhang Y, Chen X, et al. Egg and cholesterol consumption and mortality from cardiovascular and different causes in the United States: a population-based cohort study. PLoS Med 2021; 18(2): e1003508.
  49. Kouvari M, Damigou E, Florentin M, Kosti RI, Chrysohoou C, Pitsavos CS, et al. Egg consumption, cardiovascular disease and cardiometabolic risk factors: the interaction with saturated fatty acids. Results from the ATTICA cohort study (2002-2012). Nutrients 2022; 14(24): 5291.
  50. Korea Rural Economic Institute. Annual report on agriculture and food consumption statistics analysis 2020. Sejong: Ministry of Agriculture, Food and Rural Affairs; 2020. 
  51. Szczepanska E, Bialek-Dratwa A, Janota B, Kowalski O. Dietary therapy in prevention of cardiovascular disease (CVD)-tradition or modernity? A review of the latest approaches to nutrition in CVD. Nutrients 2022; 14(13): 2649.
  52. Saraf-Bank S, Azadbakht L. The association between non soy legume consumption and cardiovascular risk factors. J Babol Univ Med Sci 2015; 17: 53-62. 
  53. Coates AM, Hill AM, Tan SY. Nuts and cardiovascular disease prevention. Curr Atheroscler Rep 2018; 20(10): 48.
  54. de Souza RJ, Dehghan M, Mente A, Bangdiwala SI, Ahmed SH, Alhabib KF, et al. Association of nut intake with risk factors, cardiovascular disease, and mortality in 16 countries from 5 continents: analysis from the Prospective Urban and Rural Epidemiology (PURE) study. Am J Clin Nutr 2020; 112(1): 208-219. https://doi.org/10.1093/ajcn/nqaa108
  55. Pacheco LS, Lacey JV Jr, Martinez ME, Lemus H, Araneta MR, Sears DD, et al. Sugar-sweetened beverage intake and cardiovascular disease risk in the California teachers study. J Am Heart Assoc 2020; 9(10): e014883.
  56. Chen Y, Ye Y, Zhang Z, Zhang C, Chen M, Pang J, et al. Tea consumption is associated with a reduced risk of coronary heart disease in female but not male populations in Guangzhou, China. Nutr Res Pract 2019; 13(5): 393-398. https://doi.org/10.4162/nrp.2019.13.5.393
  57. Park Y, Cho H, Myung SK. Effect of coffee consumption on risk of coronary heart disease in a systematic review and meta-analysis of prospective cohort studies. Am J Cardiol 2023; 186: 17-29. https://doi.org/10.1016/j.amjcard.2022.10.010