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Preserved insulin sensitivity predicts metabolically healthy obese phenotype in children and adolescents

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Abstract

Available data on metabolically healthy obese (MHO) phenotype in children suggest that gender, puberty, waist circumference, insulin sensitivity, and other laboratory predictors have a role in distinguishing these children from metabolically unhealthy obese (MUO) youth. The goal of this study was to identify predictors of MHO phenotype and to analyze glucose and insulin metabolism during oral glucose tolerance test (OGTT) in MHO children. OGTT was performed in 244 obese children and adolescents aged 4.6–18.9 years. Subjects were classified as MHO in case of no fulfilled criterion of metabolic syndrome except anthropometry or as MUO (≥2 fulfilled criteria). Among the subjects, 21.7 % had MHO phenotype, and they were more likely to be female, younger, and in earlier stages of pubertal development, with lower degree of abdominal obesity. Insulin resistance was the only independent laboratory predictor of MUO phenotype (OR 1.59, CI 1.13–2.25), with 82 % sensitivity and 60 % specificity for diagnosing MUO using HOMA-IR cutoff point of ≥2.85. Although no significant differences were observed in glucose regulation, MUO children had higher insulin demand throughout OGTT, with 1.53 times higher total insulin secretion.

Conclusion: Further research is needed to investigate the possibility of targeted treatment of insulin resistance to minimize pubertal cross-over to MUO in obese children.

What is Known:

Substantial proportion of the obese youth (2168 %) displays a metabolically healthy (MHO) phenotype.

Gender, puberty, waist circumference, insulin sensitivity, and lower levels of uric acid and transaminases have a possible role in distinguishing MHO from metabolically unhealthy obese (MUO) children.

What is New:

Insulin resistance was found to be the only significant laboratory predictor of MUO when adjusted for gender, puberty, and the degree of abdominal obesity.

Besides basal insulin resistance, MUO children were found to have a significantly higher insulin secretion throughout OGTT in order to maintain glucose homeostasis.

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Abbreviations

BMI:

Body mass index

GlucoseAUC :

Area under the glucose curve

HOMA-IR:

Homeostatic model assessment of insulin resistance index

IDF:

International Diabetes Federation

InsulinAUC :

Area under the insulin curve

ISI:

Matsuda insulin sensitivity index

MHO:

Metabolically healthy obese

MUO:

Metabolically unhealthy obese

OGTT:

Oral glucose tolerance test

SDS:

Standard deviation score

WC:

Waist circumference

WHO:

World Health Organization

References

  1. Alberti K (1999) Deffinition, diagnosis and classification of diabetes mellitus and its complications. Report of a WHO consultation. Diabet Med 15:S39–S53

    Google Scholar 

  2. Black JA, White B, Viner RM, Simmons RK (2013) Bariatric surgery for obese children and adolescents: a systematic review and meta-analysis. Obes Rev 14:634–644

    Article  CAS  PubMed  Google Scholar 

  3. Bluher M (2010) The distinction of metabolically ‘healthy’ from ‘unhealthy’ obese individuals. Curr Opin Lipidol 21:38–43

    Article  PubMed  Google Scholar 

  4. Bluher S, Schwarz P (2014) Metabolically healthy obesity from childhood to adulthood—does weight status alone matter? Metabolism 63:1084–1092

    Article  PubMed  Google Scholar 

  5. Bokor S, Frelut ML, Vania A, Hadjiathanasiou CG, Anastasakou M, Malecka-Tendera E, Matusik P, Molnar D (2008) Prevalence of metabolic syndrome in European obese children. Int J Pediatr Obes 3(Suppl 2):3–8

    Article  PubMed  Google Scholar 

  6. Cali AM, Caprio S (2008) Obesity in children and adolescents. J Clin Endocrinol Metab 93:S31–36

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  7. Camhi SM, Waring ME, Sisson SB, Hayman LL, Must A (2013) Physical activity and screen time in metabolically healthy obese phenotypes in adolescents and adults. J Obes 2013:984613

    Article  PubMed Central  PubMed  Google Scholar 

  8. de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J (2007) Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ 85:660–667

    Article  PubMed Central  PubMed  Google Scholar 

  9. Diagnosis and classification of diabetes mellitus (2010). Diabetes Care 33 Suppl 1:S62-69

  10. Fernandez JR, Redden DT, Pietrobelli A, Allison DB (2004) Waist circumference percentiles in nationally representative samples of African-American, European-American, and Mexican-American children and adolescents. J Pediatr 145:439–444

    Article  PubMed  Google Scholar 

  11. Friedewald WT, Levy RI, Fredrickson DS (1972) Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem 18:499–502

    CAS  PubMed  Google Scholar 

  12. Hobkirk JP, King RF, Gately P, Pemberton P, Smith A, Barth JH, Harman N, Davies I, Carroll S (2013) The predictive ability of triglycerides and waist (hypertriglyceridemic waist) in assessing metabolic triad change in obese children and adolescents. Metab Syndr Relat Disord 11:336–342

    Article  CAS  PubMed  Google Scholar 

  13. Lemieux I, Poirier P, Bergeron J, Almeras N, Lamarche B, Cantin B, Dagenais GR, Despres JP (2007) Hypertriglyceridemic waist: a useful screening phenotype in preventive cardiology? Can J Cardiol 23(Suppl B):23B–31B

    Article  PubMed Central  PubMed  Google Scholar 

  14. Levy-Marchal C, Arslanian S, Cutfield W, Sinaiko A, Druet C, Marcovecchio ML, Chiarelli F (2010) Insulin resistance in children: consensus, perspective, and future directions. J Clin Endocrinol Metab 95:5189–5198

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  15. Lobstein T, Baur L, Uauy R (2004) Obesity in children and young people: a crisis in public health. Obes Rev 5(Suppl 1):4–104

    Article  PubMed  Google Scholar 

  16. Mangge H, Zelzer S, Puerstner P, Schnedl WJ, Reeves G, Postolache TT, Weghuber D (2013) Uric acid best predicts metabolically unhealthy obesity with increased cardiovascular risk in youth and adults. Obesity (Silver Spring) 21:E71–77

    Article  CAS  Google Scholar 

  17. Marshall WA, Tanner JM (1969) Variations in pattern of pubertal changes in girls. Arch Dis Child 44:291–303

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  18. Marshall WA, Tanner JM (1970) Variations in the pattern of pubertal changes in boys. Arch Dis Child 45:13–23

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  19. Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462–1470

    Article  CAS  PubMed  Google Scholar 

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

    Article  CAS  PubMed  Google Scholar 

  21. Olshansky SJ, Passaro DJ, Hershow RC, Layden J, Carnes BA, Brody J, Hayflick L, Butler RN, Allison DB, Ludwig DS (2005) A potential decline in life expectancy in the United States in the 21st century. N Engl J Med 352:1138–1145

    Article  CAS  PubMed  Google Scholar 

  22. Primeau V, Coderre L, Karelis AD, Brochu M, Lavoie ME, Messier V, Sladek R, Rabasa-Lhoret R (2011) Characterizing the profile of obese patients who are metabolically healthy. Int J Obes 35:971–981

    Article  CAS  Google Scholar 

  23. Prince RL, Kuk JL, Ambler KA, Dhaliwal J, Ball GD (2014) Predictors of metabolically healthy obesity in children. Diabetes Care 37:1462–1468

    Article  CAS  PubMed  Google Scholar 

  24. Reinehr T, Wolters B, Knop C, Lass N, Holl RW (2015) Strong effect of pubertal status on metabolic health in obese children: a longitudinal study. J Clin Endocrinol Metab 100:301–308

    Article  CAS  PubMed  Google Scholar 

  25. Senechal M, Wicklow B, Wittmeier K, Hay J, MacIntosh AC, Eskicioglu P, Venugopal N, McGavock JM (2013) Cardiorespiratory fitness and adiposity in metabolically healthy overweight and obese youth. Pediatrics 132:e85–92

    Article  PubMed  Google Scholar 

  26. The fourth report on the diagnosis, evaluation, and treatment of high blood pressure in children and adolescents (2004). Pediatrics 114:555–576

  27. Tsiros MD, Sinn N, Coates AM, Howe PR, Buckley JD (2008) Treatment of adolescent overweight and obesity. Eur J Pediatr 167:9–16. doi:10.1007/s00431-007-0575-z

    Article  PubMed  Google Scholar 

  28. Vukovic R, Mitrovic K, Milenkovic T, Todorovic S, Soldatovic I, Sipetic-Grujicic S, Zdravkovic D (2013) Insulin-sensitive obese children display a favorable metabolic profile. Eur J Pediatr 172:201–206

    Article  CAS  PubMed  Google Scholar 

  29. Weghuber D, Zelzer S, Stelzer I, Paulmichl K, Kammerhofer D, Schnedl W, Molnar D, Mangge H (2013) High risk vs. “metabolically healthy” phenotype in juvenile obesity—neck subcutaneous adipose tissue and serum uric acid are clinically relevant. Exp Clin Endocrinol Diabetes 121:384–390

    Article  CAS  PubMed  Google Scholar 

  30. WHO (2009) WHO AnthroPlus for personal computers: software for assessing growth of the world’s children and adolescents World Health Organization. http://www.who.int/growthref. Accessed January, 12 2012

  31. Zachurzok-Buczynska A, Klimek K, Firek-Pedras M, Malecka-Tendera E (2011) Are metabolic syndrome and its components in obese children influenced by the overweight status or the insulin resistance? Endokrynol Pol 62:102–108

    CAS  PubMed  Google Scholar 

  32. Zimmet P, Alberti KG, Kaufman F, Tajima N, Silink M, Arslanian S, Wong G, Bennett P, Shaw J, Caprio S (2007) The metabolic syndrome in children and adolescents—an IDF consensus report. Pediatr Diabetes 8:299–306

    Article  PubMed  Google Scholar 

  33. Zwiauer KF (2000) Prevention and treatment of overweight and obesity in children and adolescents. Eur J Pediatr 159(Suppl 1):S56–68

    Article  PubMed  Google Scholar 

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Acknowledgments

We gratefully acknowledge the kind assistance of the doctors and nurses of the Mother and Child Health Care Inistitute of Serbia “Dr Vukan Cupic.” This study was supported by the Ministry of Education, Science, and Technological Development of the Republic of Serbia through project no. 172026, 2011–2014.

Compliance with ethical standards

The authors declare that they have no conflict of interest. Informed consents were obtained for all participants and the study was approved by the Hospital Ethics Committee and performed in accordance with the 1964 Declaration of Helsinki and its later amendments.

Conflict of interest

The authors declare that they have no competing interests.

Authors’ contributions

Rade Vukovic designed the research study, conducted statistical analyses, and wrote the first draft of the manuscript. Tatjana Milenkovic, Katarina Mitrovic, Sladjana Todorovic, Ljiljana Plavsic, Ana Vukovic, and Dragan Zdravkovic contributed to study design and revised the manuscript. All authors reviewed and approved the final version of the manuscript.

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Correspondence to Rade Vukovic.

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Communicated by Beat Steinmann

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Vukovic, R., Milenkovic, T., Mitrovic, K. et al. Preserved insulin sensitivity predicts metabolically healthy obese phenotype in children and adolescents. Eur J Pediatr 174, 1649–1655 (2015). https://doi.org/10.1007/s00431-015-2587-4

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  • DOI: https://doi.org/10.1007/s00431-015-2587-4

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