Association of Hemoglobin A1c with Cardiovascular Disease Risk Factors and Metabolic Syndrome in Nondiabetic Adults

당뇨병이 없는 성인에서 심혈관질환 위험요소 및 대사증후군과 당화혈색소의 상관관계

Kim, Jin-Hwa;Choi, So-Ra;Lee, Jae-Rok;Shin, Ji-Hye;Lee, Sang-Jun;Han, Mi-Ah;Park, Jong;Bae, Hak-Yeon;Kim, Sang-Yong
김진화;최소라;이재록;신지혜;이상준;한미아;박종;배학연;김상용

  • Published : 2008.10.01

Abstract

Background: Glycosylated hemoglobin (HbA1c) is a useful index of mean blood glucose concentrations over the preceding 2 to 3 months. Elevated HbA1c levels (> 7%) are associated with a higher incidence of microvascular and macrovascular complications in patients with diabetes mellitus. However, the relationship between HbA1c and cardiovascualr disease risk in nondiabetic adults has been unclear. The aim of this study is to estimate the association of HbA1c with cardiovascular disease risk factors and metabolic syndrome in nondiabetic adults. Methods: The subjects of this study included 533 adults (180 males and 353 females) aged 20~70 years (mean age: 46.9 ± 10.12 years) without previously diagnosed diabetes who lived in Kangyang country. We examined baseline HbA1c levels and cardiovascular risk factors. Metabolic syndrome was defined based on International Diabetes Federation guidelines. Results: The prevalence of metabolic syndrome significantly increased as HbA1c increased. HbA1c revealed a significant correlation with age (r = 0.258, P < 0.001), BMI (r = 0.152, P < 0.001), waist circumference (r = 0.252, P < 0.001), fasting plasma glucose (r = 0.319, P < 0.001), systolic (r = 0.100, P = 0.021), diastolic (r = 0.115, P = 0.008) blood pressure, total cholesterol (r = 0.232, P < 0.001), triglyceride (r = 0.156, P < 0.001), LDL cholesterol (r = 0.216, P < 0.001), and HDL cholesterol (r = -0.167, P < 0.001). Multiple regression analysis showed that HbA1c had a association with age, fasting plasma glucose, and dyslipidemia. The receiver operating characterstics (ROC) curve analysis determined HbA1c of 5.35% to yield optimal sensitivity and specificity corresponding to the presence of metabolic syndrome. Conclusion: The HbA1c level is correlated with cardiovascular risk factors and prevalence of metabolic syndrome in nondiabetic adults. (KOREAN DIABETES J 32:435-444, 2008)

배경: 당뇨병환자에서 혈당상승 및 당화혈색소 상승 시 심혈관질환으로 인한 사망 위험률 또한 증가되며 당화혈색 소의 증가는 미세혈관 및 대혈관 합병증 증가와 연관된다는 연구들이 있다. 그러나 당뇨병이 없는 일반인구에서 혈당상 태와 심혈관질환 간의 연관성에 관해서는 명확히 밝혀져 있 지 않으며 특히, 당화혈색소와 심혈관질환 간의 관계에 관 한 연구는 많지 않다. 이에 저자 등은 전라남도 광양지역 20~70세의 당뇨병이 없는 일반 인구를 대상으로 당화혈색 소와 심혈관질환의 위험요소간의 연관관계를 분석하고 대사 증후군 발병과의 상관성을 평가하였다. 대상 및 방법: 2006년 8월 7일부터 2006년 9월 17일까지 전라남도 광양지역에 거주하는 20~70세의 당뇨병이 없는 성인 533명 (남성 180명, 여성 353명)을 대상으로 하였다. 당화혈색소와 심혈관질환의 위험요소를 조사하였고 대사증 후군은 International Diabetes Federation 기준을 적용하여 정의하였다. 결과: 남녀의 성비는 1:1.961로 여성이 더 많았으며 평균 연령은 46.9 ± 10.12세 (mean ± SD)였고, 평균 당화혈색소 는 5.3 ± 0.36%로 남녀간의 유의한 차이는 없었다. 당화혈 색소의 증가에 따라 대사증후군의 유병률이 유의하게 증가 하였고 연령, BMI, 허리둘레, 공복혈당, 수축기 혈압, 이완 기 혈압, 총 콜레스테롤, 중성지방, LDL 콜레스테롤과 유의 한 양의 상관관계를 나타내었으며 HDL 콜레스테롤과는 유 의한 음의 상관관계를 나타내었다. 특히, 공복혈당, HDL 콜 레스테롤, 연령, LDL 콜레스테롤, 중성지방은 변수를 보정 한 후에도 유의한 상관관계를 보였다. 대사증후군 진단에 상응하는 당화혈색소치를 ROC 곡선을 통하여 추정한 결과 5.35% (sensitivity; 0.547, 1-specificity; 0.319)였고, 공복혈 당 100 mg/dL에 상응하는 당화혈색소치는 5.45% (sensitivity; 0.614, 1-specificity; 0.219)였다. 결론: 당뇨병이 없는 성인에서 당화혈색소는 심혈관질환 의 위험요소와 유의한 연관관계를 보였고 당화혈색소의 증 가에 따라 대사증후군 유병률의 유의한 증가가 관찰되어 당 뇨병이 없는 사람들에서 당화혈색소가 대사증후군 및 심혈 관질환의 위험을 예측할 수 있는 하나의 인자로 이용될 수 있을 가능성을 제안한다.

Keywords

References

  1. Krishnamurti U, Steffes MW: Glycohemoglobin: a primary predictor of the development or reversal of complications of diabetes mellitus. Clin Chem 47: 1157-65, 2001
  2. Kannel WB, McGee DL: Diabetes and cardiovascular disease: the Framingham study. JAMA 241:2035-38, 1979 https://doi.org/10.1001/jama.241.19.2035
  3. 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 339:229-34, 1998 https://doi.org/10.1056/NEJM199807233390404
  4. Diabetes Control and Complications Trial Research Group: The absence of a glycemic threshold for the development of long-term complications: the prospective of the Diabetes Control and Complications Trial. Diabetes 45:1289-98, 1996 https://doi.org/10.2337/diab.45.10.1289
  5. UK Prospective Diabetes Study (UKPDS) Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352:837-53, 1998 https://doi.org/10.1016/S0140-6736(98)07019-6
  6. Laako M: Glycemic control and the risk for coronary heart disease in patients with non insulin dependent diabetes mellitus. The Finnish Studies. Ann Intern Med 124:127-30, 1996 https://doi.org/10.7326/0003-4819-124-1_Part_2-199601011-00009
  7. Wei M, Gaskill SP, Haffner SM, Stern MP: Effects of diabetes and level of glycemia on all-cause and cardiovascular mortality. Diabetes Care 21:1167-73, 1998 https://doi.org/10.2337/diacare.21.7.1167
  8. Nakamura Y, Horii Y, Nishino T, Shiiki H, Sakaguchi Y, Kagoshima T, Dohi K, Makita Z, Vlassara H, Bucala R: Immunohistochemical localization of advaned glycosylation endproducts in coronary atheroma and cardiac tissue in diabetes mellitus. Am J Pathol 143:1649-56, 1993
  9. Kanauchi M, Hashimoto T, Tsujimoto N: Advaned glycation end products in nondiabetec patients with coronary artery disease. Diabetes Care 24:1620-23, 2001 https://doi.org/10.2337/diacare.24.9.1620
  10. Blake GJ, Pradhan AD, Manson JE, Williams GR, Buring J, Ridker PM: Hemoglobin A1c level and future cardiovascular events among women. Arch Intern Med 164:757-61, 2004 https://doi.org/10.1001/archinte.164.7.757
  11. Reaven GM: Role of insulin resistance in human disease. Diabetes 37:1595-07, 1998 https://doi.org/10.2337/diabetes.37.12.1595
  12. 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 18:499-502, 1972
  13. International Diabetes Federation: The IDF consensus world wide definition of the metabolic syndrome. 2005
  14. Western Pacific Regional Office of the World Health Organization, The International Obesity Task Force: The Asia-Pacific perspective: redefining obesity and its treatment. 2000
  15. 통계청: 2000년 사망원인통계연보. 2001
  16. Harris MI, Klein R, Welborn TA, Knuiman MW: Onset of NIDDM occurs at least 4-7 yr before clinical diagnosis. Diabetes Care 15:815-19, 1992 https://doi.org/10.2337/diacare.15.7.815
  17. Klein R, Klein BEK, Moss SE, Davis MD, DeMetz DL: The Wisconsin epidermiologic study of diabetic retinopathy. III. prevalence and risk of diabetic retinopathy when age at diagnosis is 30 or more years. Arch Opthalmol 102:527-32, 1984 https://doi.org/10.1001/archopht.1984.01040030405011
  18. Harris MI: Undiagnosed NIDDM; Clinical and public health issues. Diabetes Care 16:642-52, 1993 https://doi.org/10.2337/diacare.16.4.642
  19. Ballard DJ, Humphrey IL, Melton LJ, Fronhnert PP, Chu PC, O'Fallon WN: Epidemiology of persistent proteinuria in type II diabetes mellitus. Populationbased study in Rochester, Minnesota. Diabetes 37: 405-12, 1988 https://doi.org/10.2337/diabetes.37.4.405
  20. Harris MI: Impaired glucose tolerancee in the U.S. population. Diabetes Care 12:464-74, 1989 https://doi.org/10.2337/diacare.12.7.464
  21. The DECODE Study Group: Glucose tolerance and mortality: comparison of WHO and American Diabetes Association Diagnostic criteria. Lancet 354:617-21, 1999 https://doi.org/10.1016/S0140-6736(98)12131-1
  22. Yates AP, Laing I: Age-related increase in hemoglobin A1c and fasting glucose in accomplished by a decrease in $\beta$-cell function without change in insulin sensitivity: evidence from cross-sectional of hospital personnel. Diabet Med 19:254-58, 2002 https://doi.org/10.1046/j.1464-5491.2002.00644.x
  23. Osei K, Rhinesmith S, Gaillard T, Schuster D: Is glycosylated hemoglobin A1c a surrogate for metabolic syndrome in nondiabetic, first-degree relatives of African-American patients with type 2 diabetes?. J Clin Endocrinol Metab 88:4596-601, 2003 https://doi.org/10.1210/jc.2003-030686
  24. Bakker SJ, Dekker JM, Heine RJ: Association between A1c and HDL cholesterol independent of fasting triglycerides in a Caucasian population: evidence for enhanced cholesterol ester transfer induced in vivo glycation. Diabetologia 41:1249-50, 1998 https://doi.org/10.1007/s001250051059
  25. de Vegt F, Dekker JM, Ruhe HG, Stehouwer CDA, Nijpels G, Bouter LM, Heine RJ: Hyperglycaemia is associated with all-cause and cardiovascular mortality in the Hoorn population: the Hoorn Study. Diabetologia 42:926-31, 1999 https://doi.org/10.1007/s001250051249
  26. Park S, Barrett-Connor E, Wingard DL, Shan J, Edelstein S: GHb is a better predictor of cardiovascular disease than fasting or postchallenge plasma glucose in women without diabetes: the Rancho Bernardo Study. Diabetes Care 19:450-56, 1996 https://doi.org/10.2337/diacare.19.5.450
  27. Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, Day N: Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of European Prospective Investigation of Cancer and Nutrition (EPIC-Norfolk). Br Med J 322:15-18, 2001 https://doi.org/10.1136/bmj.322.7277.15
  28. Dilley J, Ganesan A, Deepa R, Deepa M, Sharada G, Williams OD, Mohan V: Association of A1c with cardiocascular diasease and metabolic syndrome in Asian indians with normal glucose tolerance. Diabetes Care 30:1527-32, 2007 https://doi.org/10.2337/dc06-2414
  29. Sung KC, Rhee EJ: Glycated haemoglobin as a predictor for metabolic syndrome in non diabetic Korean adults. Diabet Med 24:848-54, 2007 https://doi.org/10.1111/j.1464-5491.2007.02146.x
  30. Expert committee on the diagnosis and classification of diabetes mellitus: Report of the expert committee on the diagnosis and classification of diabetes mellitus. Diabetes Care 20:1183-97, 1997 https://doi.org/10.2337/diacare.20.7.1183