Long-term exposure to PM2.5 components and lipid profiles in WTC Health Program general responders
Krasnov, H.; knobel, p.; Hsiao-Hsien Hsu, L.; Teitelbaum, S.; Mclaughlin, M.; Just, A. C.; Kloog, I.; Yitshak Sade, M.
Show abstract
Fine particulate matter (PM2.5) was found to be associated with elevated blood lipids, but fewer studies have examined the associations with specific constituents of PM2.5. We studied the associations between exposure to annual PM2.5 and its 14 constituents, and repeated blood lipid measurements among general responders enrolled in the World Trade Center Health Program between 2003 and 2019 (n = 44,876). We used generalized additive mixed effect models to investigate the single-pollutant associations with repeated measures of blood total cholesterol (TC), high and low-density lipoprotein (HDL-C and LDL-C) levels. We then used linear generalized weighted quantile sum regression with a random intercept for participant ID to account for the clustering of repeated measures and evaluate the combined associations with the component mixture. A decile increase in the mixture of 14 PM2.5 chemical components was associated with 0.375 mg/dL increase in TC levels (95% confidence Interval (CI): 0.174-0.577) and 0.302 mg/dL increase in LDL-C (95% CI: 0.063, 0.540). Lead, organic carbon, and iron were major drivers of both associations. Component-specific models also show higher TC and LDL levels associated with interquartile range increases in organic carbon (0.472, 95% CI [0.027, 0.918] and 0.648 95% CI [0.136, 1.160]) and iron exposure (1.081, 95% CI [0.630, 1.532] and 0.748, 95% CI [0.318, 1.178]). In conclusion, we found PM2.5 exposure to be associated with elevated lipid levels. The associations differed by PM2.5 composition, highlighting organic carbon, lead, and iron and major drivers. These findings are highly significant for a population exposed to extreme air pollution event and susceptible to lipid alterations that might trigger cardiovascular events.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Windows of Susceptibility to Air Pollution During and Surrounding Pregnancy in Relation to Longitudinal Maternal Measures of Adiposity and Lipid Profiles 96%
- Using low-cost sensors and GPS to assess spatiotemporal variations in personal exposure to PM2.5 in the Washington State Twin Registry 96%
- Long-Term Exposure to Fine Particulate Matter, Lung Function and Cognitive Performance: A Prospective Dutch Cohort Study on the Underlying Routes 96%
Similar papers in this journal
- Exposure contrasts of pregnant women during the Household Air Pollution Intervention Network randomized controlled trial 97%
- Using parametric g-computation to estimate the effect of long-term exposure to air pollution on mortality risk and simulate the benefits of hypothetical policies: the Canadian Community Health Survey cohort (2005 to 2015) 97%
- Association between Fine Particulate Matter Exposure and Cerebrospinal Fluid Biomarkers of Alzheimer’s Disease among a Cognitively Healthy Population-based Cohort 96%
Similar papers in this journal
- Long-term air pollution and other risk factors associated with COVID-19 at the census-tract-level in Colorado 96%
- Do improved biomass cookstove interventions improve indoor air quality and blood pressure? A systematic review and meta-analysis 94%
- Links between air pollution and COVID-19 in England 93%
Similar papers in this journal
- Lifetime air pollution exposure from prenatal to 18 years and cardiovascular health in young adulthood: findings from a UK birth cohort 96%
- The complex relationship of air pollution and neighborhood socioeconomic deprivation and their association with cognitive decline 95%
- Long-term exposure to air-pollution and COVID-19 mortality in England: a hierarchical spatial analysis 94%
Similar papers in this journal
- Characterising personal, household, and community PM2.5 exposure in one urban and two rural communities in China 98%
- Atmospheric transport of particulate matter and particulate-bound agrochemicals from beef cattlefeedlots: human health implications for downwind agricultural communities 93%
- Environmental pollutants and essential elements as regulators of miR-30b, miR-223 and Let-7a microRNAs expression in maternal sera from the NEHO cohort 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.