Prediction of diabetes with body mass index, oral glucose tolerance test and islet cell autoantibodies in a regional population

J Intern Med. 2001 Apr;249(4):279-88. doi: 10.1046/j.1365-2796.2001.00813.x.


Objective: Our aim was to test the hypothesis that a combination of markers for Type 1 diabetes (glutamate decarboxylase and IA-2 autoantibodies) and for Type 2 diabetes [oral glucose tolerance test (OGTT) and body mass index (BMI)], would predict clinical diabetes in a regional population.

Design: A population-based follow-up cohort study.

Setting: Participants visited the primary health care centre in Lycksele, Sweden in 1988-92.

Participants: A cohort of 2278 subjects (M/F 1149/1129) who were studied at follow-up in 1998. At base line there were 2314 subjects (M/F 1167/1147) who participated in the Västerbotten Intervention Program on their birthday when turning either 30, 40, 50 or 60 years of age. Main outcome measurements. A clinically diagnosed diabetes at follow-up when the medical records were reviewed for diagnosis of diabetes. At base line, the participants were subjected to a standard OGTT and their BMI determined along with the autoantibodies.

Results: At follow-up, 42/2278 (1.8%, 95% CI 1.2-2.3) (M/F 23/19) had developed diabetes: 41 subjects were clinically classified with Type 2 and one with Type 1 diabetes. There was no significant relation between autoantibody levels at base line and diabetes at follow-up. Stepwise multiple logistic regression showed that the odds ratio for developing diabetes was 10.8 (95% CI 6.3-18.9) in subjects in the fourth quartile of BMI (BMI > 27) compared with 7.8 (95% CI 4.8-12.6) in the fourth quartile of 2-h plasma glucose (>7.5 mmol L(-1)) and 7.2 (95% CI 4.8-11.4) in the fourth quartile of the fasting plasma glucose (>5.6 mmol L(-1)).

Conclusion: Islet cell autoantibodies did not predict diabetes at follow-up. BMI measured at base line was as effective as 2-h plasma glucose and fasting plasma glucose to predict diabetes in this adult population.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Autoantibodies / analysis*
  • Body Mass Index*
  • Cohort Studies
  • Diabetes Mellitus / diagnosis*
  • Female
  • Glucose Tolerance Test*
  • Humans
  • Islets of Langerhans / immunology*
  • Logistic Models
  • Male
  • Middle Aged
  • Predictive Value of Tests
  • Prognosis
  • ROC Curve


  • Autoantibodies