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Exposure to PM2.5 and its five constituents is associated with the incidence of type 2 diabetes mellitus: a prospective cohort study in northwest China.

Authors :
Wang, Minzhen
He, Yingqian
Zhao, Yanan
Zhang, Lulu
Liu, Jing
Zheng, Shan
Bai, Yana
Source :
Environmental Geochemistry & Health; Feb2024, Vol. 46 Issue 2, p1-15, 15p
Publication Year :
2024

Abstract

Studies have demonstrated that fine particulate matter (PM<subscript>2.5</subscript>) is an underlying risk factor for type 2 diabetes mellitus (T2DM), but evidence exploring the relationship between PM<subscript>2.5</subscript> chemical components and T2DM was extremely limited, to investigate the effects of long-term exposure to PM<subscript>2.5</subscript> and its five constituents (sulfate [SO<subscript>4</subscript><superscript>2−</superscript>], nitrate [NO<subscript>3</subscript><superscript>−</superscript>], ammonium [NH<subscript>4</subscript><superscript>+</superscript>]), organic matter [OM] and black carbon [BC]) on incidence of T2DM. Based on the "Jinchang Cohort" platform, a total of 19,884 participants were selected for analysis. Daily average concentrations of pollutants were gained from Tracking Air Pollution in China (TAP). Cox proportional hazards regression models were utilized to estimate the hazard ratios (HR) and 95% confidence interval (CI) in single-pollutant models, restricted cubic splines functions were used to examine the dose–response relationships, and quantile g-computation (QgC) was applied to evaluate the combined effect of PM<subscript>2.5</subscript> compositions on T2DM. Stratification analysis was also considered. A total of 791 developed new cases of T2DM were observed during a follow-up period of 45254.16 person-years. The concentrations of PM<subscript>2.5</subscript>, NO<subscript>3</subscript><superscript>−</superscript>, NH<subscript>4</subscript><superscript>+</superscript>, OM and BC were significantly associated with incidence of T2DM (P-trend < 0.05), with the HRs in the highest quartiles of 2.16 (95% CI 1.79, 2.62), 1.43 (95% CI 1.16, 1.75), 1.75 (95% CI 1.45, 2.11), 1.31 (95% CI 1.08, 1.59) and 1.79 (95% CI 1.46, 2.21), respectively. Findings of QgC model showed a noticeably positive joint effect of one quartile increase in PM<subscript>2.5</subscript> constituents on increased T2DM morbidity (HR 1.27, 95% CI 1.09, 1.49), and BC (32.7%) contributed the most to the overall effect. The drinkers, workers and subjects with hypertension, obesity, higher physical activity, and lower education and income were generally more susceptible to PM<subscript>2.5</subscript> components hazards. Long-term exposure to PM<subscript>2.5</subscript> and its components (i.e., NO<subscript>3</subscript><superscript>−</superscript>, NH<subscript>4</subscript><superscript>+</superscript>, OM, BC) was positively correlated with T2DM incidence. Moreover, BC may be the most responsible for the association between PM<subscript>2.5</subscript> constituents and T2DM. In the future, more epidemiological and experimental studies are needed to identify the link and potential biological mechanisms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02694042
Volume :
46
Issue :
2
Database :
Complementary Index
Journal :
Environmental Geochemistry & Health
Publication Type :
Academic Journal
Accession number :
174818509
Full Text :
https://doi.org/10.1007/s10653-023-01794-3