The association between long-term exposure to PM2.5 constituents and diabetes incidence and blood glucose levels among World Trade Center Health Program general responders - Report - MDSpire

The association between long-term exposure to PM2.5 constituents and diabetes incidence and blood glucose levels among World Trade Center Health Program general responders

  • By

  • Helena Krasnov

  • Pablo Knobel

  • Hsiao-Hsien Leon Hsu

  • Susan L Teitelbaum

  • Mary Ann McLaughlin

  • Allan C Just

  • Itai Kloog

  • Maayan Yitshak-Sade

  • October 23, 2025

  • 0 min

Share

Long-term PM2.5 Components Exposure Linked to Diabetes Risk in WTC Responders

Overview

This study of 34,764 World Trade Center Health Program general responders found that long-term exposure to PM2.5 components, particularly from metal industry sources, is associated with increased diabetes risk and elevated blood glucose levels. Sex-specific differences were observed, with certain PM2.5 sources showing stronger associations in women or men.

Background

Diabetes is a chronic metabolic disorder characterized by elevated blood glucose levels and is a major contributor to cardiovascular disease and premature mortality. Environmental exposures, including fine particulate matter (PM2.5), have been linked to increased risk of type 2 diabetes and impaired glycemic control. However, the heterogeneous composition of PM2.5 complicates understanding of which sources contribute most to cardiometabolic risk. The World Trade Center Health Program general responder cohort offers a unique opportunity to study these associations in a population with extreme air pollution exposure history.

Data Highlights

PM2.5 SourceInterquartile Range Increase (μg/m3)Diabetes Risk Increase (%) [95% CI]Glucose Level Increase (%) [95% CI]
Metal Industry0.428.35 (1.39, 15.79)1.31 (0.80, 1.82)
Biomass Burning (Women)0.44Not specified1.08 (0.32, 1.85)
Motor Vehicles (Women)0.92Not specified1.34 (0.76, 1.93)
Oil Combustion (Men)1.74Not specified0.68 (0.03, 1.34)

Key Findings

  • An interquartile range increase in PM2.5 from metal industry sources (0.42 μg/m3) was associated with an 8.35% higher risk of diabetes and a 1.31% increase in blood glucose levels.
  • Sex modified the associations between PM2.5 components and glucose: women showed stronger glucose increases related to biomass burning and motor vehicle pollution.
  • Men exhibited larger glucose increases associated with oil combustion PM2.5 exposure.
  • Overall PM2.5 mass exposure has been linked to diabetes risk, but this study highlights the importance of source-specific PM2.5 components in cardiometabolic outcomes.
  • The study leveraged a large cohort with detailed exposure and clinical data spanning 16 years post-9/11.

Clinical Implications

Clinicians should consider environmental exposures, particularly to specific PM2.5 sources such as metal industry emissions, as potential modifiable risk factors for diabetes and impaired glucose metabolism in exposed populations. Tailored interventions and policies targeting emissions from these sources may help reduce cardiometabolic disease burden, especially among vulnerable groups like women and responders with prior extreme air pollution exposure.

Conclusion

Long-term exposure to source-specific PM2.5 components is associated with increased diabetes risk and elevated blood glucose among World Trade Center responders, with notable sex differences. These findings underscore the need for targeted environmental health policies and further research on pollutant-specific effects on metabolic health.

References

  1. World Trade Center Health Program Study 2024 -- Long-term Exposure to PM2.5 Components and Diabetes

Original Source(s)

Related Content