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The relationship between insulin resistance and cardiovascular risk factors in overweight/obese non-diabetic Asian adults: the 1992 Singapore National Health Survey

Abstract

OBJECTIVE: Insulin resistance (IR) is associated with cardiovascular risk factors including hypertension, dyslipidemia, glucose intolerance and hyperuricemia. The relationship between IR and these cardiovascular risk factors in obese non-diabetic individuals is not well studied. We explore this relationship by comparing the cardiovascular risk factors among insulin-sensitive and insulin-resistant overweight/obese non-diabetic Asian adults in the 1992 National Health Survey of Singapore.

DESIGN AND MEASUREMENTS: A total of 3568 subjects were examined in the survey, which involved a combination of disproportionate stratified sampling and systematic sampling. Anthropometric measurements, level of physical activity, blood pressure, insulin, lipid profile, uric acid and standard 75 g oral glucose tolerance test were performed after a 10 h overnight fast. Subjects with diabetes were excluded from the analysis. Homeostasis model assessment (HOMA) was used to assess insulin sensitivity. Relative LDL size was derived from the formula LDL/ApoB. We defined insulin-sensitive individuals as having a HOMA value <1.479 (below median in individuals without diabetes; n=3226) and overweight/obesity as body mass index (BMI) ≥25.0 kg/m2.

RESULTS: There were 156 insulin-sensitive (S) and 679 insulin-resistant (R) overweight/obese individuals, respectively. The groups did not differ in terms of gender and ethnic distribution and level of physical activity. However, subjects in group S were younger than those in group R (mean±s.d.; 40.1±12.1 vs 42.4±12.7 y; P<0.05). Group R individuals were also slightly more obese globally and centrally than group S (BMI=28.2±3.2 vs 27.1±2.8 kg/m2; waist circumference (WC)=86.7±9.3 vs 82.5±8.3 cm; P<0.01). There were more subjects with impaired glucose tolerance (IGT) in group R than in group S (29.7 vs 16.0%; P<0.01). After adjustment for age and indices of global and regional obesity (ie BMI and WC), insulin-resistant individuals showed higher apolipoprotein B, triglyceride, fasting (FPG) and 2 h post-load plasma glucose (2hPG) but lower HDL and LDL size. Further adjustment for FPG, 2hPG and level of physical activity had minimal impact on the results.

CONCLUSIONS: Insulin-resistant overweight/obese non-diabetic Asian adults had greater burden of the cardiovascular dysmetabolic syndrome than insulin-sensitive overweight/obese individuals. This could not be fully explained by differences in global and regional obesity, glucose tolerance and level of physical activity.

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References

  1. Krauss RM, Winston M, Fletcher RN, Grundy SM . Obesity: impact of cardiovascular disease Circulation 1998 98: 1472–1476.

    Article  Google Scholar 

  2. DeFronzo RA . Insulin resistance: a multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidaemia and atherosclerosis Neth J Med 1997 50: 191–197.

    Article  CAS  Google Scholar 

  3. Mykkanen L, Haffner SM, Ronnemaa T, Bergman RN, Laakso M . Low insulin sensitivity is associated with clustering of cardiovascular disease risk factors Am J Epidemiol 1997 146: 315–321.

    Article  CAS  Google Scholar 

  4. Haffner SM, D'Agostino R Jr, Mykkänen L, Tracy R, Howard B, Rewers M, Selby J, Savage PJ, Saad MF . Insulin sensitivity in subjects with type 2 Diabetes. Relationship to cardiovascular risk factors: the Insulin Resistance Atherosclerosis Study Diabetes Care 1999 22: 562–568.

    Article  CAS  Google Scholar 

  5. Mather KJ, Kwan F, Corenblum B . Hyperinsulinemia in polycystic ovary syndrome correlates with increased cardiovascular risk independent of obesity Fertil Steril 2000 73: 150–156.

    Article  CAS  Google Scholar 

  6. Salonen JT, Salonen R . Ultrasound B-mode imaging in observational studies of athersclerotic progression Circulation 1993 87 (Suppl II): II-56–II-65.

    CAS  Google Scholar 

  7. Suzuki M, Shinozaki K, Kanazawa A, Hara Y, Hattori Y, Tsushima M, Harano Y . Insulin resistance as an independent risk factor for carotid wall thinkening Hypertension 1996 28: 593–598.

    Article  CAS  Google Scholar 

  8. Pergola GD, Ciccone M, Pannacciulli N, Modugno M, Sciaraffia M, Minenna A, Rizzon P, Giorgino R . Lower insulin sensitivity as an independent risk factor for carotid wall thickening in normotensive, non-diabetic, non-smoking normal weight and obese premenopausal women Int J Obes Relat Metab Disord 2000 24: 825–829.

    Article  Google Scholar 

  9. Tan CE, Emmanuel SC, Tan BY, Jacob E . Prevalence of diabetes and ethnic differences in cardiovascular risk factors Diabetes Care 1999 22: 241–247.

    Article  CAS  Google Scholar 

  10. Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC . Homeostasis model assessment: insulin resistance and B-cell function from fasting plasma glucose and insulin concentrations in man Diabetologia 1985 28: 412–419.

    Article  CAS  Google Scholar 

  11. Alberti KGMM, Zimmet PZ . Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus. Provisional report of a WHO consultation Diabetes Med 1998 15: 539–553.

    Article  CAS  Google Scholar 

  12. Campbell P, Gerich J . Impact of obesity on insulin action in volunteer with normal glucose tolerance: demonstration of a threshold for the adverse effect of obesity J Clin Endocrinol Metab 1990 70: 1114–1118.

    Article  CAS  Google Scholar 

  13. Cefalu WT, Werbel S, Bell-Farrow AD, Terry JG, Wang ZQ, Opara EC et al. Insulin resistance and fat patterning with aging: relationship to metabolic risk factors for cardiovascular disease Metabolism 1998 47: 401–408.

    Article  CAS  Google Scholar 

  14. King H, Aubert RE, Herman WH . Global burden of diabetes, 1995–2025 Prevalence, numerical estimates, and projections Diabetes Care 1998 21: 1414–1431.

    Article  CAS  Google Scholar 

  15. Chandalia M, Abate N, Garg A, Stray-Gundersen J, Grundy S . Relationship between generalized and upper body obesity to insulin resistance in Asian Indian Men J Clin Endocrinol Metab 1999 84: 2329–2335.

    CAS  Google Scholar 

  16. Deurenberg-Yap M, Chew SK, Lin VFP, Tan BY, van Staveren WA, Deurenberg P . Relationships between indices of obesity and its co-morbidities in multi-ethnic Singapore Int J Obes Relat Metab Disord 2001 25: 1554–1562.

    Article  CAS  Google Scholar 

  17. Pollare T, Lithell H, Berne C . Insulin resistance is a characteristic feature of primary hypertension independent of obesity Metabolism 1990 39: 167–174.

    Article  CAS  Google Scholar 

  18. Bonora E, Zavaroni I, Apli O et al. Relationship between blood pressure and plasma insulin in non-obese and obese non-diabetic subjects Diabetologia 1987 30: 719–723.

    Article  CAS  Google Scholar 

  19. Bonora E, Moghetti P, Zenere M et al. Beta cell secretion and insulin sensitivity in hypertensive and normotensive obese subjects Int J Obes 1990 14: 735–742.

    CAS  PubMed  Google Scholar 

  20. Wuorinen-Markkola H, Yki-Jarvinen H . Hyperuricemia and insulin resistance J Clin Endocrinol Metab 1993 78: 25–29.

    Google Scholar 

  21. Paivi Kekalainen, Helena Sarlund, Markku laakso . Long-term association of cardiovascular risk factors with impaired insulin secretion and insulin resistance Metabolism 2000 49: 1247–1254.

    Article  Google Scholar 

  22. Clausen JO, Borch-Johnsen K, Ibsen H, Pedersen O . Analysis of the relationship between fasting serum uric acid and the insulin sensitivity index in a population-based sample of 380 young healthy Caucasians Eur J Endocrinol 1998 138: 63–69.

    Article  CAS  Google Scholar 

  23. Culleton BF, Larson MG, Kannel WB, Levy D . Serum uric acid and risk for cardiovascular disease and death: the Framingham Heart Study Ann Intern Med 1999 131: 7–13.

    Article  CAS  Google Scholar 

  24. Abbott WGH, Lillioja S, Young AA et al. Relationships between plasma lipoprotein concentrations and insulin action in an obese hyperinsulinemic population Diabetes 1987 36: 897–904.

    Article  CAS  Google Scholar 

  25. Lillioja S, Mott DM, Howard BV et al. Imparied glucose tolerance as a disorder of insulin action. Longitudinal and cross-sectional studies in Pima Indians New Engl J Med 1988 318: 1217–1225.

    Article  CAS  Google Scholar 

  26. Ambrosch A, Muhlen I, Kopf D et al. LDL size distribution in relation to insulin sensitivity and lipoprotein pattern in young and healthy subjects Diabetes Care 1998 21: 2077–2084.

    Article  CAS  Google Scholar 

  27. Tan CE . The relationship between insulin resistance and the atherogenic lipoprotein phenotype Doctoral Thesis University of Glasgow July 1996.

  28. Hu FB, van Dam RM, Liu S . Diet and risk of type II diabetes: the role of types of fat and carbohydrate Diabetologia 2001 44: 805–817.

    Article  CAS  Google Scholar 

  29. Kissebah AH . Central obesity: measurement and metabolic effects Diabetes Rev 1997 5: 8–20.

    Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the assistance of the staff of the Research and Epidemiology Department, Ministry of Health, Singapore, who helped to conduct the survey, and Dr Gary Dowse, principal investigator from the 1990 Mauritius Noncommunicable Diseases Survey, for acting as our consultant adviser. We particularly thank Foong Bok Huay, Statistical Officer, Epidemiology and Disease Control.

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Correspondence to S-C Lim.

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Lim, SC., Tan, BY., Chew, SK. et al. The relationship between insulin resistance and cardiovascular risk factors in overweight/obese non-diabetic Asian adults: the 1992 Singapore National Health Survey. Int J Obes 26, 1511–1516 (2002). https://doi.org/10.1038/sj.ijo.0802140

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