PM2.5 exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities

BMJ Open Diabetes Res Care. 2023 Oct;11(5):e003333. doi: 10.1136/bmjdrc-2023-003333.

Abstract

Introduction: Exposure to fine particulate matter has been associated with several cardiovascular and cardiometabolic diseases. However, such evidence mostly originates from low-pollution settings or cross-sectional studies, thus necessitating evidence from regions with high air pollution levels, such as India, where the burden of non-communicable diseases is high.

Research design and methods: We studied the associations between ambient PM2.5 levels and fasting plasma glucose (FPG), glycosylated hemoglobin (HbA1c) and incident type 2 diabetes mellitus (T2DM) among 12 064 participants in an adult cohort from urban Chennai and Delhi, India. A meta-analytic approach was used to combine estimates, obtained from mixed-effects models and proportional hazards models, from the two cities.

Results: We observed that 10 μg/m3 differences in monthly average exposure to PM2.5 was associated with a 0.40 mg/dL increase in FPG (95% CI 0.22 to 0.58) and 0.021 unit increase in HbA1c (95% CI 0.009 to 0.032). Further, 10 μg/m3 differences in annual average PM2.5 was associated with 1.22 (95% CI 1.09 to 1.36) times increased risk of incident T2DM, with non-linear exposure response.

Conclusions: We observed evidence of temporal association between PM2.5 exposure, and higher FPG and incident T2DM in two urban environments in India, thus highlighting the potential for population-based mitigation policies to reduce the growing burden of diabetes.

Keywords: Diabetes Mellitus, Type 2; Environmental Health; Incidence; India.

Publication types

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

MeSH terms

  • Adult
  • Air Pollutants* / adverse effects
  • Air Pollutants* / analysis
  • Cities / epidemiology
  • Cross-Sectional Studies
  • Diabetes Mellitus, Type 2* / epidemiology
  • Diabetes Mellitus, Type 2* / etiology
  • Environmental Exposure / adverse effects
  • Environmental Exposure / analysis
  • Glycated Hemoglobin
  • Humans
  • Incidence
  • India / epidemiology
  • Particulate Matter / adverse effects
  • Particulate Matter / analysis

Substances

  • Air Pollutants
  • Glycated Hemoglobin
  • Particulate Matter