Diabetes Metab J.  2023 Jan;47(1):45-58. 10.4093/dmj.2021.0344.

Cardiovascular Outcomes according to Comorbidities and Low-Density Lipoprotein Cholesterol in Korean People with Type 2 Diabetes Mellitus

Affiliations
  • 1Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
  • 2Division of Endocrinology and Metabolism, Department of Internal Medicine, Inje University Ilsan Paik Hospital, Goyang, Korea
  • 3Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
  • 4Department of Medical Statistics, College of Medicine, The Catholic University of Korea, Seoul, Korea
  • 5Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea
  • 6Division of Cardiology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
  • 7Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea
  • 8Division of Cardiology, Department of Internal Medicine, Hallym University Kangnam Sacred Heart Hospital, Seoul, Korea
  • 9Cardiovascular Center, Division of Cardiology, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
  • 10Division of Nephrology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
  • 11Department of Neurology, Stroke Center, Asan Medical Center, Seoul, Korea
  • 12Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
  • 13Division of Endocrinology and Metabolism, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea

Abstract

Background
There are no clear data to support the cardiovascular (CV) risk categories and low-density lipoprotein cholesterol (LDL-C) treatment goals in Korean people with type 2 diabetes mellitus (T2DM). We evaluated the incidence of cardiovascular disease (CVD) according to comorbidities and suggested LDL-C treatment goals in Korean people with T2DM in nationwide cohort data.
Methods
Using the Korean National Health Insurance Service database, 248,002 people aged 30 to 90 years with T2DM who underwent routine health check-ups during 2009 were included. Subjects with previous CVD were excluded from the study. The primary outcome was incident CVD, defined as a composite of myocardial infarction and ischemic stroke during the follow-up period from 2009 to 2018.
Results
The mean age of the study participants was 59.6±10.9 years, and median follow-up period was 9.3 years. CVD incidence increased in the order of DM duration of 5 years or more (12.04/1,000 person-years), hypertension (HT) (12.27/1,000 personyears), three or more CV risk factors (14.10/1,000 person-years), and chronic kidney disease (18.28/1,000 person-years). The risk of incident CVD increased linearly from an LDL-C level of ≥70 mg/dL in most patients with T2DM. In T2DM patients without HT or with a DM duration of less than 5 years, the CVD incidence increased from LDL-C level of ≥100 mg/dL.
Conclusion
For primary prevention of CVD in Korean adults with T2DM, it can be helpful to lower LDL-C targets when there are chronic kidney disease, HT, a long duration of diabetes mellitus, or three or more CV risk factors.

Keyword

Cardiovascular diseases; Cholesterol; Diabetes mellitus; Dyslipidemias; Korea

Figure

  • Fig. 1. Incidence of cardiovascular disease (CVD) according to low-density lipoprotein cholesterol (LDL-C) levels in total subjects with diabetes mellitus (A) and in those with comorbidities (B). Multivariable Cox proportional hazards regression analysis was performed by adjusting for age, sex, body mass index, hypertension (HT), current smoking, alcohol intake, regular physical activity, estimated glomerular filtration rate, triglyceride-lowering medication, and statin treatment. Risk factors: age (male ≥45 years, female ≥55 years), family history of CVD, HT (systolic blood pressure ≥140 mm Hg or diastolic blood pressure ≥90 mm Hg or taking antihypertensive drugs), current smoking, low high-density lipoprotein cholesterol (<40 mg/dL). HR, hazard ratio; CI, confidence interval. aP<0.001 compared with an LDL-C level of <70 mg/dL.


Cited by  2 articles

Lipid Management in Korean People with Type 2 Diabetes Mellitus: Korean Diabetes Association and Korean Society of Lipid and Atherosclerosis Consensus Statement
Ye Seul Yang, Hack-Lyoung Kim, Sang-Hyun Kim, Min Kyong Moon
Diabetes Metab J. 2023;47(1):1-9.    doi: 10.4093/dmj.2022.0448.

Optimal Low-Density Lipoprotein Cholesterol Level for Primary Prevention in Koreans with Type 2 Diabetes Mellitus
Ji Yoon Kim, Nam Hoon Kim
Diabetes Metab J. 2023;47(1):42-44.    doi: 10.4093/dmj.2022.0454.


Reference

1. Haffner SM, Lehto S, Ronnemaa T, Pyorala K, Laakso M. Mortality from coronary heart disease in subjects with type 2 diabetes and in nondiabetic subjects with and without prior myocardial infarction. N Engl J Med. 1998; 339:229–34.
Article
2. Koo BK, Kim YG, Park KS, Moon MK. Asymptomatic subjects with diabetes have a comparable risk of coronary artery disease to non-diabetic subjects presenting chest pain: a 4-year community-based prospective study. BMC Cardiovasc Disord. 2013; 13:87.
Article
3. Park JH, Ha KH, Kim BY, Lee JH, Kim DJ. Trends in cardiovascular complications and mortality among patients with diabetes in South Korea. Diabetes Metab J. 2021; 45:283.
Article
4. Rhee EJ, Kim HC, Kim JH, Lee EY, Kim BJ, Kim EM, et al. 2018 Guidelines for the management of dyslipidemia in Korea. J Lipid Atheroscler. 2019; 8:78–131.
Article
5. Catapano AL, Graham I, De Backer G, Wiklund O, Chapman MJ, Drexel H, et al. 2016 ESC/EAS guidelines for the management of dyslipidaemias. Eur Heart J. 2016; 37:2999–3058.
Article
6. Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA guideline on the management of blood cholesterol: executive summary: a report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019; 139:e1046–81.
7. Cosentino F, Grant PJ, Aboyans V, Bailey CJ, Ceriello A, Delgado V, et al. 2019 ESC guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD. Eur Heart J. 2020; 41:255–323.
8. Jellinger PS, Handelsman Y, Rosenblit PD, Bloomgarden ZT, Fonseca VA, Garber AJ, et al. American Association of Clinical Endocrinologists and American College of Endocrinology guidelines for management of dyslipidemia and prevention of cardiovascular disease. Endocr Pract. 2017; 23(Suppl 2):1–87.
Article
9. Kim MK, Ko SH, Kim BY, Kang ES, Noh J, Kim SK, et al. 2019 Clinical practice guidelines for type 2 diabetes mellitus in Korea. Diabetes Metab J. 2019; 43:398–406.
Article
10. The World Health Organization MONICA Project. Ecological analysis of the association between mortality and major risk factors of cardiovascular disease. Int J Epidemiol. 1994; 23:505–16.
11. Koo BK, Park S, Han KD, Moon MK. Hypertriglyceridemia is an independent risk factor for cardiovascular diseases in Korean adults aged 30-49 years: a nationwide population-based study. J Lipid Atheroscler. 2021; 10:88–98.
Article
12. Kim HK, Song SO, Noh J, Jeong IK, Lee BW. Data configuration and publication trends for the Korean National Health Insurance and Health Insurance Review & Assessment Database. Diabetes Metab J. 2020; 44:671–8.
Article
13. Kim MK, Han K, Joung HN, Baek KH, Song KH, Kwon HS. Cholesterol levels and development of cardiovascular disease in Koreans with type 2 diabetes mellitus and without pre-existing cardiovascular disease. Cardiovasc Diabetol. 2019; 18:139.
Article
14. Noh J, Moon MK, Rhee EJ, Park SH, Kim HC, Kim BJ, et al. Association between LDL-cholesterol level and cardiovascular outcomes in Korean adults: a nationwide cohort study. Diabetes Metab J Forthcoming;2022.
15. Wanner C, Tonelli M; Kidney Disease: Improving Global Outcomes Lipid Guideline Development Work Group Members. KDIGO clinical practice guideline for lipid management in CKD: summary of recommendation statements and clinical approach to the patient. Kidney Int. 2014; 85:1303–9.
Article
16. Chiang CK, Ho TI, Hsu SP, Peng YS, Pai MF, Yang SY, et al. Low-density lipoprotein cholesterol: association with mortality and hospitalization in hemodialysis patients. Blood Purif. 2005; 23:134–40.
Article
17. Coresh J, Longenecker JC, Miller ER 3rd, Young HJ, Klag MJ. Epidemiology of cardiovascular risk factors in chronic renal disease. J Am Soc Nephrol. 1998; 9(12 Suppl):S24–30.
18. Cannon CP, Blazing MA, Giugliano RP, McCagg A, White JA, Theroux P, et al. Ezetimibe added to statin therapy after acute coronary syndromes. N Engl J Med. 2015; 372:2387–97.
Article
19. Sabatine MS, Giugliano RP, Keech AC, Honarpour N, Wiviott SD, Murphy SA, et al. Evolocumab and clinical outcomes in patients with cardiovascular disease. N Engl J Med. 2017; 376:1713–22.
Article
20. Moscarella E, Spitaleri G, Brugaletta S, Senti Farrarons S, Pernigotti A, Ortega-Paz L, et al. Impact of body mass index on 5-year clinical outcomes in patients with ST-segment elevation myocardial infarction after Everolimus-eluting or bare-metal stent implantation. Am J Cardiol. 2017; 120:1460–6.
Article
21. Carnethon MR, De Chavez PJ, Biggs ML, Lewis CE, Pankow JS, Bertoni AG, et al. Association of weight status with mortality in adults with incident diabetes. JAMA. 2012; 308:581–90.
Article
22. Lee DH, Ha KH, Kim HC, Kim DJ. Association of body mass index with risk of major adverse cardiovascular events and mortality in people with diabetes. J Obes Metab Syndr. 2018; 27:61–70.
Article
23. Koo BK, Park SH, Han K, Moon MK. Cardiovascular outcomes of obesity according to menopausal status: a nationwide population-based study. Endocrinol Metab (Seoul). 2021; 36:1029–41.
Article
24. Kim SH, Despres JP, Koh KK. Obesity and cardiovascular disease: friend or foe? Eur Heart J. 2016; 37:3560–8.
Article
25. Elagizi A, Kachur S, Lavie CJ, Carbone S, Pandey A, Ortega FB, et al. An overview and update on obesity and the obesity paradox in cardiovascular diseases. Prog Cardiovasc Dis. 2018; 61:142–50.
Article
26. Lavie CJ, Arena R, Alpert MA, Milani RV, Ventura HO. Management of cardiovascular diseases in patients with obesity. Nat Rev Cardiol. 2018; 15:45–56.
Article
27. Stevens RJ, Kothari V, Adler AI, Stratton IM; United Kingdom Prospective Diabetes Study (UKPDS) Group. The UKPDS risk engine: a model for the risk of coronary heart disease in type II diabetes (UKPDS 56). Clin Sci (Lond). 2001; 101:671–9.
Article
28. Goff DC Jr, Lloyd-Jones DM, Bennett G, Coady S, D’Agostino RB Sr, Gibbons R, et al. 2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines. J Am Coll Cardiol. 2014; 63(25 Pt B):2935–59.
29. Park J, Kwon S, Choi EK, Choi YJ, Lee E, Choe W, et al. Validation of diagnostic codes of major clinical outcomes in a National Health Insurance database. Int J Arrhythmia. 2019; 20:1–7.
Article
30. Ono Y, Taneda Y, Takeshima T, Iwasaki K, Yasui A. Validity of claims diagnosis codes for cardiovascular diseases in diabetes patients in Japanese Administrative Database. Clin Epidemiol. 2020; 12:367–75.
Full Text Links
  • DMJ
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr