Exposure to particulate matters and risk of diabetes-related mortality: a systematic review and meta-analysis
Weifang Yang, Jing Li

TL;DR
This study finds that exposure to fine and coarse particulate matter in air pollution is linked to increased diabetes-related deaths, especially with long-term exposure.
Contribution
The study provides a comprehensive meta-analysis quantifying the risk of diabetes-related mortality associated with PM2.5 and PM10 exposure.
Findings
PM2.5 exposure is significantly associated with diabetes-related mortality (RR = 1.123).
Long-term PM2.5 exposure shows a stronger association (RR = 1.296).
PM10 is also linked to increased risk, though less strongly (RR = 1.021).
Abstract
Epidemiological evidence increasingly implicates ambient particulate matter (PM) as a contributor to diabetes progression and premature mortality; however, the strength and consistency of these associations remain uncertain. This systematic review and meta-analysis quantified the relationship between exposure to major PM fractions—particularly PM2.5 and PM10—and the risk of diabetes-related mortality in adult populations. Following PRISMA and MOOSE guidelines, five databases were searched through September 30, 2025. Eligible observational studies assessed long- or short-term exposure to ambient PM and reported quantitative estimates for diabetes-associated deaths. Effect sizes were pooled using random-effects models and expressed as relative risk (RR) per 10 µg/m3 increment in PM concentration. Subgroup and meta-regression analyses explored sources of heterogeneity. Thirty-six studies…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAir Quality and Health Impacts · Heme Oxygenase-1 and Carbon Monoxide · Global Public Health Policies and Epidemiology
