Association Between Incident Type 2 Diabetes and Opium Use: Mediation by Body Mass and Adiposity

Am J Epidemiol. 2023 Nov 10;192(12):2050-2062. doi: 10.1093/aje/kwad166.

Abstract

Opiates can affect glucose metabolism and obesity, but no large prospective study (to our knowledge) has investigated the association between long-term opium use, body mass index (BMI; weight (kg)/height (m)2), and incident type 2 diabetes mellitus (T2DM). We analyzed prospective data from 50,045 Golestan Cohort Study participants in Iran (enrollment: 2004-2008). After excluding participants with preexisting diseases, including diabetes, we used adjusted Poisson regression models to estimate incidence rate ratios (IRRs) and 95% confidence intervals (CIs) for T2DM in opium users compared with nonusers, using mediation analysis to assess the BMI-mediated association of opium use with incident T2DM. Of 40,083 included participants (mean age = 51.4 (standard deviation, 8.8) years; 56% female), 16% were opium users (median duration of use, 10 (interquartile range), 4-20) years). During follow-up (until January 2020), 5,342 incident T2DM cases were recorded, including 8.5% of opium users and 14.2% of nonusers. Opium use was associated with an overall decrease in incident T2DM (IRR = 0.83, 95% CI: 0.75, 0.92), with a significant dose-response association. Most (84.3%) of this association was mediated by low BMI or waist circumference, and opium use did not have a direct association with incident T2DM (IRR = 0.97, 95% CI: 0.87, 1.08). Long-term opium use was associated with lower incidence of T2DM, which was mediated by low body mass and adiposity.

Keywords: body mass index; diabetes mellitus, type 2; incidence; obesity; opium; prevention.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural

MeSH terms

  • Adiposity
  • Body Mass Index
  • Cohort Studies
  • Diabetes Mellitus, Type 2* / epidemiology
  • Diabetes Mellitus, Type 2* / etiology
  • Female
  • Humans
  • Incidence
  • Male
  • Middle Aged
  • Obesity / complications
  • Obesity / epidemiology
  • Opium / adverse effects
  • Opium Dependence* / complications
  • Opium Dependence* / epidemiology
  • Prospective Studies
  • Risk Factors
  • Waist Circumference

Substances

  • Opium