HOMA-Estimated Insulin Resistance Is an Independent Predictor of Cardiovascular Disease in Type 2 Diabetic Subjects
Main Article Content
Keywords
.
Abstract
This study aims to investigate whether homeostasis model assessment-estimated insulin resistance (HOMA-IR) serves as an independent predictor of cardiovascular disease (CVD) in individuals with type 2 diabetes.
Methods: We conducted a longitudinal study involving 1,326 patients diagnosed with type 2 diabetes, . At baseline and after an average follow-up period of 4.5 years, we assessed conventional CVD risk factors (such as sex, age, smoking, plasma lipids, blood pressure, and metabolic control) and insulin resistance estimated by HOMA-IR. CVD was evaluated through medical history, physical examination, electrocardiography, and echo-Doppler of carotid and lower limb arteries. Cardiovascular deaths were identified by reviewing death certificates and medical records.
Results: Among the participants, 441 were identified with prevalent CVD at baseline, while 126 developed incident CVD during the follow-up period. Multiple logistic regression analyses revealed that, in addition to established CVD risk factors, HOMA-IR independently predicted both prevalent and incident CVD. A one-unit increase in (log)HOMA-IR was associated with an odds ratio for prevalent CVD at baseline of 1.31 (95% CI 1.10–1.56, P = 0.002) and for incident CVD during follow-up of 1.56 (95% CI 1.14–2.12, P < 0.001).
Conclusions: Our findings indicate that HOMA-IR serves as an independent predictor of CVD in individuals with type 2 diabetes. Addressing insulin resistance may not only improve glucose control but also potentially mitigate the risk of CVD in this patient population.
References
2. Kannel WB, McGee DL. Diabetes and glucose tolerance as risk factors for cardiovascular disease: the Framingham Study. Diabetes Care 2:120–126, 1979.
3. De Marco R, Locatelli F, Zoppini G, Verlato G, Bonora E, Muggeo M. Cause-specific mortality in type 2 diabetes. Diabetes Care 22:756–761, 1999.
4. Taskinen MR. Hyperlipidaemia in diabetes. Clin Endocrinol Metab 4:743–775, 1990.
5. Fuller JH. Epidemiology of hypertension associated with diabetes mellitus. Hypertension 7 (Suppl. II):3–7, 1985.
6. Jokl R, Colwell JA. Arterial thrombosis and atherosclerosis in diabetes. Diabetes Rev 5:316–330, 1997.
7. Bierman EL. Atherogenesis in diabetes. Arterioscler Thromb 12:647–656, 1992.
8. Muggeo M, Verlato G, Bonora E, Zoppini G, Corbellini M, De Marco R. Long-term instability of fasting plasma glucose: a novel predictor of cardiovascular mortality in elderly patients with non-insulin-dependent diabetes mellitus: the Verona Diabetes Study. Circulation 96:1750–1754, 1997.
9. Laakso M. Hyperglycemia and cardiovascular disease in type 2 diabetes. Diabetes 48:937–942, 1999.
10. Barrett-Connor E. Does hyperglycemia really cause coronary heart disease? Diabetes Care 20:1620–1623, 1997.
11. Haffner SM, Howard G, Mayer E, Bergman RN, Savage PJ, Rewers M, Mykkanen L, Karter AJ, Hamman R, Saad MF. Insulin sensitivity and acute insulin response in African-Americans, Non-Hispanic Whites, and Hispanics with NIDDM: the Insulin Resistance Atherosclerosis Study. Diabetes 46:63–69, 1997.
12. Bonora E, Kiechl S, Willeit J, Oberhollenzer F, Egger G, Targher G, Alberiche M, Bonadonna R, Muggeo M. Prevalence of insulin resistance in metabolic disorders: the Bruneck Study. Diabetes 47:1643–1649, 1998.
13. Laakso M, Sarlund H, Salonen R, Suhonen M, Pyorala K, Salonen JT, Karhapaa P. Asymptomatic atherosclerosis and insulin resistance. Arterioscl Thromb Vasc Biol 11:1068–1076, 1991.
14. Bressler P, Bailey SR, Matsuda M, DeFronzo RA. Insulin resistance and coronary heart disease. Diabetologia 39:1345–1350, 1996.
15. Howard G, O’Leary DH, Zaccaro D, Haffner S, Rewers M, Hamman R, Selby JV, Saad MF, Savage P, Bergman R, the IRAS Investigators. Insulin sensitivity and atherosclerosis. Circulation 93:1809–1817, 1996.
16. Inchiostro S, Bertoli G, Zanette G, Donadon V. Evidence of higher insulin resistance in NIDDM patients with ischaemic heart disease. Diabetologia 37:597–603, 1994.
17. Bonora E, Tessari R, Micciolo R, Zenere M, Targher G, Padovani R, Falezza G, Muggeo M. Intimal-medial thickness of the carotid artery in nondiabetic and non-insulin-dependent diabetic subjects: relationship with insulin resistance. Diabetes Care 20:627–631, 1997.
18. Yip J, Facchini F, Reaven GM. Resistance to insulin-mediated glucose disposal as a predictor of cardiovascular disease. J Clin Endocrinol Metab 88:2773–2776, 1998.
19. Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419, 1985.
20. Friedewald WT, Levy RI, Fredrickson DS. Estimation of the concentration of low-density lipoprotein cholesterol in plasma without use of preparative ultracentrifuge. Clin Chem 18:499–502, 1972.
21. Bonora E, Targger G, Alberiche M, Bonadonna RC, Saggiani F, Zenere MB, Monauni T, Muggeo M. Homeostasis model assessment closely mirrors the glucose clamp technique in the assessment of insulin sensitivity: studies in subjects with various degree of glucose tolerance and insulin sensitivity. Diabetes Care 23:57–63, 2000.
22. Epstein FH, Ostrander LD, Johnson BC, Payne MW, Hayner NS, Keller JB, Francis T. Epidemiological studies of cardiovascular diseases in a total community-Tecumseh, Michigan. Ann Intern Med 62:1170–1187, 1965.
23. DeFronzo RA. The triumvirate: B-cell, muscle, liver: a collusion responsible for NIDDM. Diabetes 37:667–687, 1988.
24. Lillioja S, Mott DM, Howard BV, Bennett PH, Yki-Jarvinen H, Freymond D, Nyomba BL, Zurlo F, Swinburn B, Bogardus C. Impaired glucose tolerance as a disorder of insulin action: longitudinal and cross-sectional studies in Pima Indians. N Engl J Med 318:1217–1225, 1988.
25. Bonora E, Targher G, Alberiche M, Bonadonna RC, Zenere MB, Saggiani F, Muggeo M. Intracellular partition of plasma glucose disposal in hypertensive and normotensive subjects with type 2 diabetes mellitus. J Clin Endocrinol Metab 86:2073–2079, 2001.
26. Juhan-Vague I, Thompson SG, Jespersen J. Involvement of the hemostatic system in the insulin resistance syndrome: a study of 1500 patients with angina pectoris: the ECAT Angina Pectoris Study Group. Arterioscl Thromb 13:1865–1873, 1993.
27. Targher G, Alberiche M, Zenere MB, Bonadonna RC Muggeo M, Bonora E. Cigarette smoking and insulin resistance in patients with non-insulin-dependent diabetes mellitus. J Clin Endocrinol Metab 82:3619–3624, 1997.
28. Hu FB, Stampfer MJ, Solomon C, Liu S, Colditz GA, Speizer FE, Willet W, Manson JE. Physical activity and risk of cardiovascular events in diabetic women. Ann Intern Med 134:96–105, 2001.
29. Davidson MB, Peters AL. An overview of metformin in the treatment of type 2 diabetes mellitus. Am J Med 102:99–110, 1997.
30. UK Prospective Diabetes Study (UKPDS) Group. Effect of intensive blood glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet 352:854–865, 1998.