Lipidemic effect of
air pollutants are still inconsistent and their joint effects are neglected. Meanwhile, identified
inflammation pathways in animal have not been applied in epidemiological studies, and beneficial effect of residential greenness remained unclear. Therefore, we used data from typically air-polluted Chinese cities to answer these questions.
Particulate matter (PM) with a diameter of ≤ 1 µm (PM1), PM with a diameter of ≤ 2.5 µm (PM2.5), PM with a diameter of ≤ 10 µm (PM10), sulphur dioxide (SO2),
nitrogen dioxide (NO2), and
ozone (O3) were predicted by space-time extremely randomized trees model. Residential greenness was reflected by Normalized Difference Vegetation Index (NDVI). Total
cholesterol (TC),
triglycerides (TG),
high-density lipoprotein cholesterol (HDL-C), and
low-density lipoprotein cholesterol (
LDL-C) were measured, and atherogenic coefficient (AC) and TG/HDL-C (TGH) ratio were calculated to indicate lipid metabolism. Generalized additive mixed model and quantile g-computation were respectively conducted to investigate individual and joint lipidemic effect of
air pollutants. Covariates including demographical characteristics, living habits, meteorological factors, time trends, and disease information were considered to avoid confounding our results.
Complement C3 and
high-sensitivity C-reactive protein (
hsCRP) were analyzed as potential mediators. Finally, association between NDVI and
lipid markers were explored. We found that long-term
air pollutants exposure were positively associated with
lipid markers.
Complement C3 mediated 54.72% (95% CI: 0.30, 63.10) and 72.53% (95% CI: 0.65, 77.61) of the association between PM1 and TC and
LDL-C, respectively. We found some significant associations of
lipid markers with NDVI1000 m rather than NDVI500 m. BMI, disease status,
smoke/drink habits are important effect modifiers. Results are robust in sensitive analysis. Our study indicated that
air pollutants exposure may detriment lipid metabolism and
inflammation may be the potential triggering pathways, while greenness may exert beneficial effects. This study provided insights for the lipidemic effects of air pollution and greenness.