Skip to main content
Top
Published in: European Journal of Pediatrics 9/2012

01-09-2012 | Original Article

The absence of insulin resistance in metabolic syndrome definition leads to underdiagnosing of metabolic risk in obese patients

Authors: Selim Kurtoglu, Leyla Akin, Mustafa Kendirci, Nihal Hatipoglu, Ferhan Elmali, Mümtaz Mazicioglu

Published in: European Journal of Pediatrics | Issue 9/2012

Login to get access

Abstract

This study explores in a group of obese children and adolescents aged 10 to16 years, the prevalence of metabolic syndrome (MS) according to the criteria of International Diabetes Federation (IDF). In addition, the prevalence of insulin resistance (IR) was investigated to find correlations between MS and IR. IDF definition was compared to a modified WHO definition. A total of 159 obese patients (74 male and 85 female; median age 12.7 years) were included in the study. Anthropometric measurements, blood pressure, and serum fasting lipids were evaluated. An oral glucose tolerance test (OGTT) was performed, and serum glucose and insulin levels were measured at 0, 30, 60, 90, and 120 min. Homeostasis model assessment of insulin resistance (HOMA-IR), quantitative insulin sensitivity check index (QUICKI), fasting glucose/insulin ratio (FGIR), Matsuda index, and total insulin levels during OGTT were calculated. For the IR diagnosis, we used cutoff values described in previous publications (HOMA-IR of >3.16, QUICKI of <0.357, FGIR of <7, and/or the sum of insulin levels during OGTT of >300 mIU/mL). MS prevalence, defined according to IDF criteria, was 34.6 %. Using the IDF definition, there was no statistically significant difference for the surrogate IR indices between patients with or without MS (QUICKI, 94.5 vs. 83.7 %), FGIR (81.1 vs. 78.8 %), HOMA-IR (70.9 vs. 63.5 %), and total insulin levels during OGTT (61.8 vs. 51.9 %). The Matsuda index values, the prevalence of fasting hyperinsulinemia, and impaired glucose tolerance were also similar in these two groups. In conclusion, IR was prominent in obese patients with and without MS. IDF definition of MS fails to discover individuals with IR, unless it is specifically investigated.
Literature
1.
go back to reference Abbasi F, Brown BW Jr, Lamendola C, McLaughlin T, Reaven GM (2002) Relationship between obesity, insulin resistance, and coronary heart disease risk. J Am Coll Cardiol 40:937–943PubMedCrossRef Abbasi F, Brown BW Jr, Lamendola C, McLaughlin T, Reaven GM (2002) Relationship between obesity, insulin resistance, and coronary heart disease risk. J Am Coll Cardiol 40:937–943PubMedCrossRef
2.
go back to reference Atabek ME, Pirgon O, Kurtoglu S (2006) Prevalence of metabolic syndrome in obese Turkish children and adolescents. Diabetes Res Clin Pract 72:315–321PubMedCrossRef Atabek ME, Pirgon O, Kurtoglu S (2006) Prevalence of metabolic syndrome in obese Turkish children and adolescents. Diabetes Res Clin Pract 72:315–321PubMedCrossRef
3.
go back to reference Bloomgarden ZT (2004) Definitions of the insulin resistance syndrome: the 1st World Congress on the Insulin Resistance Syndrome. Diabetes Care 27:824–830PubMedCrossRef Bloomgarden ZT (2004) Definitions of the insulin resistance syndrome: the 1st World Congress on the Insulin Resistance Syndrome. Diabetes Care 27:824–830PubMedCrossRef
4.
go back to reference Cizmecioglu FM, Etiler N, Hamzaoglu O, Hatun S (2009) Prevalence of metabolic syndrome in schoolchildren and adolescents in Turkey: a population-based study. J Pediatr Endocrinol Metab 22:703–714PubMedCrossRef Cizmecioglu FM, Etiler N, Hamzaoglu O, Hatun S (2009) Prevalence of metabolic syndrome in schoolchildren and adolescents in Turkey: a population-based study. J Pediatr Endocrinol Metab 22:703–714PubMedCrossRef
5.
go back to reference Cook S, Auinger P, Li C et al (2008) Metabolic syndrome rates in United States adolescents, from the National Health and Nutrition Examination Survey, 1999–2002. J Pediatr 152:165–170PubMedCrossRef Cook S, Auinger P, Li C et al (2008) Metabolic syndrome rates in United States adolescents, from the National Health and Nutrition Examination Survey, 1999–2002. J Pediatr 152:165–170PubMedCrossRef
6.
go back to reference Cook S, Weitzman M, Auinger P, Nguyen M, Dietz WH (2003) Prevalence of a metabolic syndrome phenotype in adolescents: findings from the third National Health and Nutrition Examination Survey, 1988–1994. Arch Pediatr Adolesc Med 157:821–827PubMedCrossRef Cook S, Weitzman M, Auinger P, Nguyen M, Dietz WH (2003) Prevalence of a metabolic syndrome phenotype in adolescents: findings from the third National Health and Nutrition Examination Survey, 1988–1994. Arch Pediatr Adolesc Med 157:821–827PubMedCrossRef
7.
go back to reference Cruz ML, Goran MI (2004) The metabolic syndrome in children and adolescents. Curr Diabet Rep 4:53–62CrossRef Cruz ML, Goran MI (2004) The metabolic syndrome in children and adolescents. Curr Diabet Rep 4:53–62CrossRef
8.
go back to reference Cruz ML, Shaibi GQ, Weigensberg MJ, Spruijt-Metz D, Ball GD, Goran MI (2005) Pediatric obesity and insulin resistance: chronic disease risk and implications for treatment and prevention beyond body weight modification. Annu Rev Nutr 25:435–468PubMedCrossRef Cruz ML, Shaibi GQ, Weigensberg MJ, Spruijt-Metz D, Ball GD, Goran MI (2005) Pediatric obesity and insulin resistance: chronic disease risk and implications for treatment and prevention beyond body weight modification. Annu Rev Nutr 25:435–468PubMedCrossRef
9.
go back to reference Dandona P, Aljada A, Chaudhuri A, Mohanty P, Garg R (2005) Metabolic syndrome: a comprehensive perspective based on interactions between obesity, diabetes, and inflammation. Circulation 111:1448–1454PubMedCrossRef Dandona P, Aljada A, Chaudhuri A, Mohanty P, Garg R (2005) Metabolic syndrome: a comprehensive perspective based on interactions between obesity, diabetes, and inflammation. Circulation 111:1448–1454PubMedCrossRef
10.
go back to reference Daniels SR, Arnett DK, Eckel RH et al (2005) Overweight in children and adolescents: pathophysiology, consequences, prevention, and treatment. Circulation 111:1999–2012PubMedCrossRef Daniels SR, Arnett DK, Eckel RH et al (2005) Overweight in children and adolescents: pathophysiology, consequences, prevention, and treatment. Circulation 111:1999–2012PubMedCrossRef
11.
go back to reference Diabetes Epidemiology Collaborative Analysis of Diagnostic Criteria in Europe Study Group (1999) Will new diagnostic criteria for diabetes mellitus change phenotype of Diabetes Epidemiology Collaborative Analysis of Diagnostic Criteria in Europe Study Group: glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. Lancet 354:617–621CrossRef Diabetes Epidemiology Collaborative Analysis of Diagnostic Criteria in Europe Study Group (1999) Will new diagnostic criteria for diabetes mellitus change phenotype of Diabetes Epidemiology Collaborative Analysis of Diagnostic Criteria in Europe Study Group: glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. Lancet 354:617–621CrossRef
12.
go back to reference Discigil G, Tekin N, Soylemez A (2009) Obesity in Turkish children and adolescents: prevalence and non-nutritional correlates in an urban sample. Child Care Health Dev 35:153–158PubMedCrossRef Discigil G, Tekin N, Soylemez A (2009) Obesity in Turkish children and adolescents: prevalence and non-nutritional correlates in an urban sample. Child Care Health Dev 35:153–158PubMedCrossRef
13.
go back to reference Druet C, Ong K, Levy Marchal C (2010) Metabolic syndrome in children: comparison of the International Diabetes Federation 2007 consensus with an adapted National Cholesterol Education Program definition in 300 overweight and obese French children. Horm Res Paediatr 73:181–186PubMedCrossRef Druet C, Ong K, Levy Marchal C (2010) Metabolic syndrome in children: comparison of the International Diabetes Federation 2007 consensus with an adapted National Cholesterol Education Program definition in 300 overweight and obese French children. Horm Res Paediatr 73:181–186PubMedCrossRef
15.
go back to reference Ford ES, Li C (2008) Defining the metabolic syndrome in children and adolescents: will the real definition please stand up? J Pediatr 152:160–164PubMedCrossRef Ford ES, Li C (2008) Defining the metabolic syndrome in children and adolescents: will the real definition please stand up? J Pediatr 152:160–164PubMedCrossRef
16.
go back to reference Ford ES, Li C, Zhao G, Pearson WS, Mokdad AH (2008) Prevalence of the metabolic syndrome among U.S. adolescents using the definition from the International Diabetes Federation. Diabetes Care 31:587–589PubMedCrossRef Ford ES, Li C, Zhao G, Pearson WS, Mokdad AH (2008) Prevalence of the metabolic syndrome among U.S. adolescents using the definition from the International Diabetes Federation. Diabetes Care 31:587–589PubMedCrossRef
17.
go back to reference Goran MI, Gower BA (2001) Longitudinal study on pubertal insulin resistance. Diabetes 50:2444–2450PubMedCrossRef Goran MI, Gower BA (2001) Longitudinal study on pubertal insulin resistance. Diabetes 50:2444–2450PubMedCrossRef
18.
go back to reference Gunczler P, Lanes R (2006) Relationship between different fasting-based insulin sensitivity indices in obese children and adolescents. J Pediatr Endocrinol Metab 19:259–265PubMedCrossRef Gunczler P, Lanes R (2006) Relationship between different fasting-based insulin sensitivity indices in obese children and adolescents. J Pediatr Endocrinol Metab 19:259–265PubMedCrossRef
19.
go back to reference Hatipoglu N, Ozturk A, Mazicioglu MM, Kurtoglu S, Seyhan S, Lokoglu F (2008) Waist circumference percentiles for 7- to 17-year-old Turkish children and adolescents. Eur J Pediatr 167:383–389PubMedCrossRef Hatipoglu N, Ozturk A, Mazicioglu MM, Kurtoglu S, Seyhan S, Lokoglu F (2008) Waist circumference percentiles for 7- to 17-year-old Turkish children and adolescents. Eur J Pediatr 167:383–389PubMedCrossRef
20.
go back to reference Haymond MW (2003) Measuring insulin resistance: a task worth doing. But how? Pediatr Diabetes 4:115–118PubMedCrossRef Haymond MW (2003) Measuring insulin resistance: a task worth doing. But how? Pediatr Diabetes 4:115–118PubMedCrossRef
21.
go back to reference Hrebícek J, Janout V, Malincíková J, Horáková D, Cízek L (2002) Detection of insulin resistance by simple quantitative insulin sensitivity check index QUICKI for epidemiological assessment and prevention. J Clin Endocrinol Metab 87:144–147PubMedCrossRef Hrebícek J, Janout V, Malincíková J, Horáková D, Cízek L (2002) Detection of insulin resistance by simple quantitative insulin sensitivity check index QUICKI for epidemiological assessment and prevention. J Clin Endocrinol Metab 87:144–147PubMedCrossRef
22.
go back to reference Katz A, Nambi SS, Mather K, Baron AD, Follmann DA, Sullivan G, Quon MJ (2000) Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans. J Clin Endocrinol Metab 85:2402–2410PubMedCrossRef Katz A, Nambi SS, Mather K, Baron AD, Follmann DA, Sullivan G, Quon MJ (2000) Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans. J Clin Endocrinol Metab 85:2402–2410PubMedCrossRef
23.
go back to reference Kelishadi R, Ardalan G, Adeli K, Motaghian M, Majdzadeh R, Mahmood-Arabi MS, Delavari A, Riazi MM, Namazi R, Ramezani MA, CASPIAN Study Group (2007) Factor analysis of cardiovascular risk clustering in pediatric metabolic syndrome: CASPIAN study. Ann Nutr Metab 51:208–215PubMedCrossRef Kelishadi R, Ardalan G, Adeli K, Motaghian M, Majdzadeh R, Mahmood-Arabi MS, Delavari A, Riazi MM, Namazi R, Ramezani MA, CASPIAN Study Group (2007) Factor analysis of cardiovascular risk clustering in pediatric metabolic syndrome: CASPIAN study. Ann Nutr Metab 51:208–215PubMedCrossRef
24.
go back to reference Keskin M, Kurtoglu S, Kendirci M, Atabek ME, Yazici C (2005) Homeostasis model assessment is more reliable than the fasting glucose/insulin ratio and quantitative insulin sensitivity check index for assessing insulin resistance among obese children and adolescents. Pediatrics 115:500–503CrossRef Keskin M, Kurtoglu S, Kendirci M, Atabek ME, Yazici C (2005) Homeostasis model assessment is more reliable than the fasting glucose/insulin ratio and quantitative insulin sensitivity check index for assessing insulin resistance among obese children and adolescents. Pediatrics 115:500–503CrossRef
25.
go back to reference Kim G, Caprio S (2011) Diabetes and insulin resistance in pediatric obesity. Pediatr Clin North Am 58:1355–1361PubMedCrossRef Kim G, Caprio S (2011) Diabetes and insulin resistance in pediatric obesity. Pediatr Clin North Am 58:1355–1361PubMedCrossRef
26.
27.
go back to reference Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462–1470PubMedCrossRef Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462–1470PubMedCrossRef
28.
go back to reference Nelson RA, Bremer AA (2010) Insulin resistance and metabolic syndrome in the pediatric population. Metab Syndr Relat Disord 8:1–14PubMedCrossRef Nelson RA, Bremer AA (2010) Insulin resistance and metabolic syndrome in the pediatric population. Metab Syndr Relat Disord 8:1–14PubMedCrossRef
29.
go back to reference Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM (2006) Prevalence of overweight and obesity in the United States, 1999–2004. JAMA 295:1549–1555PubMedCrossRef Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM (2006) Prevalence of overweight and obesity in the United States, 1999–2004. JAMA 295:1549–1555PubMedCrossRef
30.
go back to reference Ozturk A, Mazicioglu MM, Hatipoglu N et al (2008) Reference body mass index curves for Turkish children 6 to 18 years of age. J Pediatr Endocrinol Metab 21:827–836PubMedCrossRef Ozturk A, Mazicioglu MM, Hatipoglu N et al (2008) Reference body mass index curves for Turkish children 6 to 18 years of age. J Pediatr Endocrinol Metab 21:827–836PubMedCrossRef
31.
go back to reference Pirkola J, Tammelin T, Bloigu A et al (2008) Prevalence of metabolic syndrome at age 16 using the International Diabetes Federation paediatric definition. Arch Dis Child 93:945–951PubMedCrossRef Pirkola J, Tammelin T, Bloigu A et al (2008) Prevalence of metabolic syndrome at age 16 using the International Diabetes Federation paediatric definition. Arch Dis Child 93:945–951PubMedCrossRef
32.
go back to reference Rodríguez-Morán M, Salazar-Vázquez B, Violante R, Guerrero-Romero F (2004) Metabolic syndrome among children and adolescents aged 10–18 years. Diabetes Care 27:2516–2517PubMedCrossRef Rodríguez-Morán M, Salazar-Vázquez B, Violante R, Guerrero-Romero F (2004) Metabolic syndrome among children and adolescents aged 10–18 years. Diabetes Care 27:2516–2517PubMedCrossRef
33.
go back to reference Saad R, Gungor N, Arslanian S (2005) Progression from normal glucose tolerance to type 2 diabetes in a young girl: longitudinal changes in insulin sensitivity and secretion assessed by the clamp technique and surrogate estimates. Pediatr Diabetes 6:95–99PubMedCrossRef Saad R, Gungor N, Arslanian S (2005) Progression from normal glucose tolerance to type 2 diabetes in a young girl: longitudinal changes in insulin sensitivity and secretion assessed by the clamp technique and surrogate estimates. Pediatr Diabetes 6:95–99PubMedCrossRef
34.
go back to reference Sağlam H, Tarım O (2008) Prevalence and correlates of obesity in schoolchildren from the city of Bursa, Turkey. J Clin Res Pediatr Endocrinol 1:80–88PubMed Sağlam H, Tarım O (2008) Prevalence and correlates of obesity in schoolchildren from the city of Bursa, Turkey. J Clin Res Pediatr Endocrinol 1:80–88PubMed
35.
go back to reference Sangun Ö, Dündar B, Köşker M, Pirgon Ö, Dündar N (2011) Prevalence of metabolic syndrome in obese children and adolescents using three different criteria and evaluation of risk factors. J Clin Res Pediatr Endocrinol 3:70–76PubMedCrossRef Sangun Ö, Dündar B, Köşker M, Pirgon Ö, Dündar N (2011) Prevalence of metabolic syndrome in obese children and adolescents using three different criteria and evaluation of risk factors. J Clin Res Pediatr Endocrinol 3:70–76PubMedCrossRef
36.
go back to reference Sen Y, Kandemir N, Alikasifoglu A, Gonc N, Ozon A (2008) Prevalence and risk factors of metabolic syndrome in obese children and adolescents: the role of the severity of obesity. Eur J Pediatr 167:1183–1189PubMedCrossRef Sen Y, Kandemir N, Alikasifoglu A, Gonc N, Ozon A (2008) Prevalence and risk factors of metabolic syndrome in obese children and adolescents: the role of the severity of obesity. Eur J Pediatr 167:1183–1189PubMedCrossRef
37.
go back to reference Sinaiko AR, Steinberger J, Moran A, Hong CP, Prineas RJ, Jacobs DR Jr (2006) Influence of insulin resistance and body mass index at age 13 on systolic blood pressure, triglycerides, and high-density lipoprotein cholesterol at age 19. Hypertension 48:730–736PubMedCrossRef Sinaiko AR, Steinberger J, Moran A, Hong CP, Prineas RJ, Jacobs DR Jr (2006) Influence of insulin resistance and body mass index at age 13 on systolic blood pressure, triglycerides, and high-density lipoprotein cholesterol at age 19. Hypertension 48:730–736PubMedCrossRef
38.
go back to reference Sinha R, Fisch G, Teague B, Tamborlane WV, Banyas B, Allen K et al (2002) Prevalence of impaired glucose tolerance among children and adolescents with marked obesity. N Engl J Med 346:802–810PubMedCrossRef Sinha R, Fisch G, Teague B, Tamborlane WV, Banyas B, Allen K et al (2002) Prevalence of impaired glucose tolerance among children and adolescents with marked obesity. N Engl J Med 346:802–810PubMedCrossRef
39.
go back to reference Tailor AM, Peeters PH, Norat T, Vineis P, Romaguera D (2010) An update on the prevalence of the metabolic syndrome in children and adolescents. Int J Pediatr Obes 5:202–213PubMedCrossRef Tailor AM, Peeters PH, Norat T, Vineis P, Romaguera D (2010) An update on the prevalence of the metabolic syndrome in children and adolescents. Int J Pediatr Obes 5:202–213PubMedCrossRef
40.
go back to reference Taylor RW, Jones IE, Williams SM, Goulding A (2000) Evaluation of waist circumference, waist-to-hip ratio, and the conicity index as screening tools for high trunk fat mass, as measured by dual-energy X-ray absorptiometry, in children aged 3–19 y. Am J Clin Nutr 72:490–495PubMed Taylor RW, Jones IE, Williams SM, Goulding A (2000) Evaluation of waist circumference, waist-to-hip ratio, and the conicity index as screening tools for high trunk fat mass, as measured by dual-energy X-ray absorptiometry, in children aged 3–19 y. Am J Clin Nutr 72:490–495PubMed
41.
go back to reference Weiss R, Dziura J, Burgert TS et al (2004) Obesity and the metabolic syndrome in children and adolescents. N Engl J Med 350:2362–2374PubMedCrossRef Weiss R, Dziura J, Burgert TS et al (2004) Obesity and the metabolic syndrome in children and adolescents. N Engl J Med 350:2362–2374PubMedCrossRef
42.
go back to reference Zannolli R, Rebeggiani A, Chiarelli F, Morgese G (1993) Hyperinsulinism as a marker in obese children. Am J Dis Child 147:837–841PubMed Zannolli R, Rebeggiani A, Chiarelli F, Morgese G (1993) Hyperinsulinism as a marker in obese children. Am J Dis Child 147:837–841PubMed
43.
go back to reference Zimmet P, Alberti KG, Kaufman F, IDF Consensus Group et al (2007) The metabolic syndrome in children and adolescents—an IDF consensus report. Pediatr Diabetes 8:299–306PubMedCrossRef Zimmet P, Alberti KG, Kaufman F, IDF Consensus Group et al (2007) The metabolic syndrome in children and adolescents—an IDF consensus report. Pediatr Diabetes 8:299–306PubMedCrossRef
Metadata
Title
The absence of insulin resistance in metabolic syndrome definition leads to underdiagnosing of metabolic risk in obese patients
Authors
Selim Kurtoglu
Leyla Akin
Mustafa Kendirci
Nihal Hatipoglu
Ferhan Elmali
Mümtaz Mazicioglu
Publication date
01-09-2012
Publisher
Springer-Verlag
Published in
European Journal of Pediatrics / Issue 9/2012
Print ISSN: 0340-6199
Electronic ISSN: 1432-1076
DOI
https://doi.org/10.1007/s00431-012-1724-6

Other articles of this Issue 9/2012

European Journal of Pediatrics 9/2012 Go to the issue