Skip to main content
Log in

Race- and sex-specific associations of parental education with insulin resistance in middle-aged participants: the CARDIA study

  • DIABETES MELLITUS
  • Published:
European Journal of Epidemiology Aims and scope Submit manuscript

Abstract

Low childhood socioeconomic status (SES) has been linked with insulin resistance (HOMA-IR) in adulthood. Our aim was to examine if maternal and paternal education, as indicators of childhood SES, equally contributed to increased HOMA-IR in later life. Of 5,115 adults from the Coronary Artery Disease Risk Development in Young Adults (CARDIA) Study aged 18–30 years in 1985–1986, data on 1,370 females and 1,060 males with baseline and 20 year follow-up data were used to estimate associations of maternal and paternal education with HOMA-IR, adjusting for personal education, BMI, lipids, blood pressure, and lifestyle factors. Parental education was determined as high with ≥12 years of schooling and classified as both high, only mother high, only father high, both low education. Distinct combinations of maternal and paternal education were associated with HOMA-IR across race and sex groups. Lowest year 20 HOMA-IR in European American (EA) females occurred when both parents were better educated, but was highest when only the father had better education. HOMA-IR was lowest in African American (AA) participants when the mother was better educated but the father had less education, but was highest when both parents were better educated. Parental education was unrelated to HOMA-IR in EA males. Associations of parental education with HOMA-IR are seen in AA females, AA males, and EA females but not in EA males. The distinct combinations of parental education and their associations with HOMA-IR especially in AA participants need to be addressed in further research on health disparities.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Abbreviations

AA:

African American

EA:

European American

SES:

Socioeconomic status

HOMA-IR:

Homeostatic model assessment of insulin resistance

SDM:

Standard deviation multiplier

References

  1. Tabàc AG, Jokela M, Akbaraly TN, Brunner EJ, Kivimäki M, Witte DR. Trajectories of glycaemia, insulin sensitivity, and insulin secretion before diagnosis of type 2 diabetes: an analysis from the Whitehall II study. Lancet. 2009;373:2215–21.

    Article  Google Scholar 

  2. Nguyen QM, Srinivasan SR, Xu JH, Chen W, Kieltyka L, Berenson GS. Utility of childhood glucose homeostasis variables in predicting adult diabetes and related cardiometabolic risk factors: the Bogalusa Heart Study. Diabetes Care. 2010;33:670–5.

    Article  PubMed  Google Scholar 

  3. Simmons RK, Alberti KG, Gale EA, Colagiuri S, Tuomilehto J, Qiao Q, et al. The metabolic syndrome: useful concept or clinical tool? Report of a WHO Expert Consultation. Diabetologia. 2010;53:600–5.

    Article  PubMed  CAS  Google Scholar 

  4. Lawlor DA, Harro M, Wedderkopp N, Andersen LB, Sardinha LB, Riddoch CJ, Page AS, et al. Association of socioeconomic position with insulin resistance among children from Denmark, Estonia, and Portugal: cross sectional study. BMJ. 2005;331:183.

    Article  PubMed  Google Scholar 

  5. Ramsay SE, Whincup PH, Morris R, Lennon L, Wannamethee SG. Is socioeconomic position related to the prevalence of metabolic syndrome? Influence of social class across the life course in a population-based study of older men. Diabetes Care. 2008;31:2380–2.

    Article  PubMed  Google Scholar 

  6. Smetana JG, Campione-Barr N, Metzger A. Adolescent development in interpersonal and societal contexts. Annu Rev Psychol. 2006;57:255–84.

    Article  PubMed  Google Scholar 

  7. Lee JM, Okumura MJ, Davis MM, Herman WH, Gurney JG. Prevalence and determinants of insulin resistance among U.S. adolescents: a population-based study. Diabetes Care. 2006;29(11):2427–32.

    Article  PubMed  Google Scholar 

  8. Jiang X, Srinivasan SR, Radhakrishnamurthy B, Dalferes ER, Berenson GS. Racial (black-white) differences in insulin secretion and clearance in adolescents: the Bogalusa heart study. Pediatrics. 1996;97(3):357–60.

    PubMed  CAS  Google Scholar 

  9. Gungor N, Saad R, Janosky J, Arslanian S. Validation of surrogate estimates of insulin sensitivity and insulin secretion in children and adolescents. J Pediatr. 2004;144(1):47–55.

    Article  PubMed  CAS  Google Scholar 

  10. Dornbusch SN, Ritter PL, Steinberg L. Community influences on the relation of family statuses to adolescent school performance: differences between african americans and non-hispanic whites. American Journal of Education. 1991;99:543–67.

    Article  Google Scholar 

  11. Friedman GD, Cutter GR, Donahue RP, Hughes GH, Hulley SB, Jacobs DR Jr, Liu K, Savage PJ. CARDIA: study design, recruitment, and some characteristics of the examined subjects. J Clin Epidemiol. 1988;41:1105–16.

    Article  PubMed  CAS  Google Scholar 

  12. Carlson S, Hammar N, Grill V. Alcohol consumption and type 2 diabetes: meta-analysis of epidemiological studies indicates a U-shaped relationship. Diabetologia. 2005;48:1051–4.

    Article  Google Scholar 

  13. Willi C, Bodenmann P, Ghali WA, Faris PD, Cornuz J. Active smoking and the risk of type 2 diabetes: a systematic review and meta-analysis. JAMA. 2007;298:2654–64.

    Article  PubMed  CAS  Google Scholar 

  14. Kriska AM, Saremi A, Hanson RL, Bennett PH, Kobes S, Williams DE, Knowler WC. Physical activity, obesity, and the incidence of type 2 diabetes in a high-risk population. Am J Epidemiol. 2003;158:669–75.

    Article  PubMed  Google Scholar 

  15. Gaffo AL, Roseman JM, Jacobs DR Jr, Lewis CE, Shikany JM, Mikuls TR, et al. Serum urate and its relationship with alcoholic beverage intake in men and women: findings from the Coronary Artery Risk Development in Young Adults (CARDIA) cohort. Ann Rheum Dis. 2010;69:1965–70.

    Article  PubMed  Google Scholar 

  16. Parker ED, Schmitz KH, Jacobs DR Jr, Dengel DR, Schreiner PJ. Physical activity in young adults and incident hypertension over 15 years of follow-up: the CARDIA study. Am J Public Health. 2007;97:703–9.

    Article  PubMed  Google Scholar 

  17. Day CJ, Newburger EC. The big payoff: educational attainment and synthetic estimates of work-life earnings. Special studies. Current population reports 2002. US Census Bureau: pp 23–210.

  18. Park K, Steffes M, Lee DH, Himes JH, Jacobs DR Jr. Association of inflammation with worsening HOMA-insulin resistance. Diabetologia. 2009;52:2337–44.

    Article  PubMed  CAS  Google Scholar 

  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. 1985;28:412–509.

    Article  PubMed  CAS  Google Scholar 

  20. Lawlor DA, Ebrahim S. British women’s heart and health study. Socioeconomic position in childhood and adulthood and insulin resistance: cross sectional survey using data from British women’s heart and health study. BMJ. 2002;325:805.

    Article  PubMed  Google Scholar 

  21. Goodman E, Daniels SR, Dolan LM. Socioeconomic disparities in insulin resistance: results from the Princeton school district study. Psychosom Med. 2007;69:61–7.

    Article  PubMed  Google Scholar 

  22. Auchincloss AH, Diez Roux AV, Brown DG, Erdmann CA, Bertoni AG. Neighborhood resources for physical activity and healthy foods and their association with insulin resistance. Epidemiology. 2008;19:146–57.

    Article  PubMed  Google Scholar 

  23. Krämer U, Herder C, Sugiri D, Strassburger K, Schikowski T, Ranft U, Rathmann W. Traffic-related air pollution and incident type 2 diabetes: results from the SALIA cohort study. Environ Health Perspect. 2010;118:1273–9.

    Article  PubMed  Google Scholar 

  24. Boyington JE, Carter-Edwards L, Piehl M, Hutson J, Langdon D, McManus S. Cultural attitudes toward weight, diet, and physical activity among overweight African American girls. Prev Chronic Dis. 2008;5:A36.

    PubMed  Google Scholar 

  25. Diez Roux AV, Jacobs DR, Kiefe C. Neighborhood characteristics and components of the insulin resistance syndrome in young adults. The Coronary Artery Risk Development in Young Adults (CARDIA Study). Diabetes Care. 2002;25:1976–82.

    Article  PubMed  Google Scholar 

  26. Finch BK, Phuong Do D, Heron M, Bird C, Seeman T, Lurie N. Neighborhood effects on health: concentrated advantage and disadvantage. Health Place. 2010;16:1058–60.

    Article  PubMed  Google Scholar 

  27. Grady SC. Racial disparities in low birthweight and the contribution of residential segregation: a mulitlevel analysis. Soc Sci Med. 2006;63:3013–29.

    Article  PubMed  Google Scholar 

  28. Tanaka Y, Kikuchi T, Nagasaki K, Hiura M, Ogawa Y, Uchiyama M. Lower birthweight and visceral fat accumulation are related to hyperinsulinemia and insulin resistance in obese Japanese children. Hypertens Res. 2005;28:529–36.

    Article  PubMed  CAS  Google Scholar 

  29. Pereira MA, Kartashov AI, Ebbeling CB, Van Horn L, Slattery ML, Jacobs DR Jr, Ludwig DS. Fast-food habits, weight gain, and insulin resistance (the CARDIA study): 15-year prospective analysis. Lancet. 2005;365:36–42.

    Article  PubMed  Google Scholar 

  30. Greenberg DR, LaPorte DJ. Racial differences in body type preferences of men for women. Int J Eat Disord. 1996;19:275–8.

    Article  PubMed  CAS  Google Scholar 

  31. Powell AD, Kahn AS. Racial differences in women’s desires to be thin. Int J Eat Disord. 1995;17:191–5.

    Article  PubMed  CAS  Google Scholar 

  32. Stevens J, Kumanyika SK, Keil JE. Attitudes toward body size and dieting: differences between elderly black and white women. Am J Public Health. 1994;84:1322–5.

    Article  PubMed  CAS  Google Scholar 

  33. Riley NM, Bild DE, Cooper L, Schreiner P, Smith DE, Sorlie P, Thompson JK. Relation of self-image to body size and weight loss attempts in black women: the CARDIA study. Coronary Artery Risk Development in Young Adults. Am J Epidemiol. 1998;148:1062–8.

    Article  PubMed  CAS  Google Scholar 

  34. Yancey AK, Grant D, Kurosky S, Kravitz-Wirtz N, Mistry R. Role modeling, risk, and resilience in california adolescents. J Adolesc Health. 2011;48:36–43.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The work is part of the Diabetes Competence Network including the DIAB-CORE (Collaborative Research of Epidemiologic Studies) Consortium which is funded by the German Ministry of Education and Research. Further support was obtained from The German Federal Ministry of Health and the Ministry of Innovation, Science, Research and Technology of the state North Rhine Westphalia (Düsseldorf, Germany). The CARDIA Study was supported by NHLBI contracts N01-HC-48047, N01-HC-49048, N01-HC-48049, N01-HC-48050, and N01-HC-9505.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Teresa Tamayo.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 178 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Tamayo, T., Jacobs, D.R., Strassburger, K. et al. Race- and sex-specific associations of parental education with insulin resistance in middle-aged participants: the CARDIA study. Eur J Epidemiol 27, 349–355 (2012). https://doi.org/10.1007/s10654-012-9691-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10654-012-9691-9

Keywords

Navigation