Last updated:
Author(s):
Feipeng Cui, Lei Zheng, Linxi Tang, Yudiyang Ma, Jianing Wang, Meiqi Xing, Junqing Xie, Yaohua Tian
Publish date:
9 January 2026
Journal:
European Journal of Preventive Cardiology
PubMed ID:
41512117

Abstract

BACKGROUND AND AIMS: To date, limited evidence has assessed the relationships of long-term exposures to PM2.5 constituents and greenness with AF incidence. This study aimed to examine the association between these exposures and incident AF, and further assess the joint effects of genetic susceptibility.

METHODS: PM2.5 constituents and greenness were estimated around the residence of 411,364 UK adults. Time-varying Cox models were used to examine these associations. The polygenic risk score (PRS) assessed genetic susceptibility to AF and explore the joint effect between genes and exposures.

RESULTS: The HRs (95% CIs) of AF for per interquartile range increase in elemental carbon (EC), organic matter (OM), ammonium (NH4+), nitrate (NO3-), and sulfate (SO42-), NDVI300m, NDVI500m, NDVI1000m, and NDVI1500m, were 1.05 (1.03, 1.07), 1.06 (1.04, 1.08), 1.07 (1.05, 1.10), 1.05 (1.03, 1.07), 1.06 (1.04, 1.09), 0.97 (0.95, 0.99), 0.96 (0.94, 0.98), 0.95 (0.94, 0.97), and 0.95 (0.93, 0.97), respectively. Among PM2.5 constituents, SO42- (43.8%) was the main contributor to AF in the mixture model. Mediation analyses found that negative association between greenness and AF risk was partially mediated by mitigating exposure to PM2.5 constituents. Moreover, there were additive interactions between EC, OM, NH4+, NO3-, SO42-, and NDVI1500m and PRS. Joint effect revealed that participants with a high PRS and high PM2.5 constituents or low greenness had the highest risk of incident AF, with HRs ranging from 3.14 (2.93, 3.37) to 3.26 (3.04, 3.51).

CONCLUSIONS: Long-term exposure to PM2.5 constituents was positively associated with the incidence of AF, whereas greenness was inversely associated with it.