Work

Associations of short-term exposure to PM2.5 and its metal constituents with fasting plasma glucose in older adults: The mediating role of systemic inflammation

Year: 2026

Type: article

Abstract: Fine particulate matter (PM 2.5 ) exposure is linked to elevated fasting plasma glucose (FPG), but roles of metal constituents and mechanisms remain unclear. We examined cumulative lagged effects of short-term exposure to PM 2.5 and its metal constituents on FPG in older adults, identified metal sources, and assessed whether systemic inflammation, measured by the systemic inflammation response index (SIRI), statistically mediated these associations. This 2024 longitudinal cohort enrolled 109 non - diabetic older adults from four communities in Hefei city, Anhui province, with baseline and three follow - ups measuring FPG and SIRI. PM 2.5 and 19 metal constituents were estimated for the 1–7 days prior to each visit. Linear mixed-effects (LME) models were used to assess single-pollutant associations, while weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) were applied to evaluate mixture effects. Positive matrix factorization (PMF) was used to apportion metal sources, and mediation modeling was employed to examine the potential mediating role of SIRI. At lag0–3 days, each 10 μg/m³ increase in PM 2.5 was associated with a 4.921% rise in FPG (95% CI: 2.138%, 7.781%). Additionally, 14 metals showed positive associations, with uranium (U), selenium (Se), and manganese (Mn) exhibiting the largest effects. WQS and BKMR indicated that Mn and cesium (Cs) were the primary contributors to the positive mixture effect. PMF attributed Mn to fuel oil combustion and Cs to coal combustion. SIRI statistically mediated the associations between PM 2.5 , several metals (aluminum (Al), arsenic (As), barium (Ba), gallium (Ga), manganese (Mn)), and FPG. Short - term exposure to PM 2.5 and its metal constituents, especially Mn, is associated with higher FPG in the elderly, and these associations are partially explained by systemic inflammation levels. • First study linking PM 2.5 and its metal constituents to FPG in older adults. • The metal constituent mixture showed an overall positive association with FPG. • Mn and Cs were the primary contributors to the mixture’s positive effect. • SIRI may statistically mediate the link between PM 2.5 /its metal constituents and FPG.

Source: Ecotoxicology and Environmental Safety

DOI: 10.1016/j.ecoenv.2026.120249