PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
April 14, 2026The Journals of Gerontology Series A0 citations

Particulate Air Pollution and Constituents Exacerbate 10-year ASCVD Risk: Estimating Effects of Hypothetical Interventions

View Full Paper
BWBoxiang WangSPShouxin PengZCZhongyang Chen

Key Points

  • This study aims to evaluate the effects of particulate matter components on 10-year ASCVD risk and potential intervention benefits.
  • Analyzed data from the China Health and Retirement Longitudinal Study (CHARLS)
  • Used generalized linear regression to assess associations between PM2.5 components and ASCVD risk
  • Estimated co-exposure effects using weighted quantile sum (WQS) regression
  • Assessed hypothetical PM2.5 interventions with parametric g-formula
  • 10 μg/m3 increase in PM2.5 raises ASCVD risk by 18.3%
  • Black carbon increases ASCVD risk by 18.4% per 0.1 μg/m3, while other components also contribute
  • Nitrate has the highest contribution to ASCVD risk at 46.3%
  • Reducing PM2.5 to 35, 25, and 15 μg/m3 lowers ASCVD risk by 2.78%, 3.15%, and 3.43% respectively

Abstract

Abstract Background Long-term exposure to fine particulate matter (PM2.5) increases atherosclerotic cardiovascular disease (ASCVD) risk, but evidence on its components’ effects and the potential benefits achievable through PM2.5 interventions remains limited. Methods We used data from participants in the China Health and Retirement Longitudinal Study (CHARLS) with low ASCVD risk at baseline. The associations between PM2.5, its components (black carbon, ammonium, nitrate, sulfate, organic matter), and 10-year ASCVD risk were evaluated using the generalized linear regression. Co-exposure effects of PM2.5 components were estimated using weighted quantile sum (WQS) regression and quantile g-computation. Effects of hypothetical PM2.5 interventions (reducing annual averages to 35, 25, and 15 μg/m3) on ASCVD risk were assessed using the parametric g-formula. Results Each 10 μg/m3 increase in PM2.5 raised 10-year ASCVD risk by 18.3% (RR = 1.183, 95% CI: 1.099-1.267). Each 0.1 μg/m3 increase in black carbon and 1 μg/m3 increase in ammonium, nitrate, sulfate, and organic matter increased risks by 18.4%, 10.7%, 6.8%, 9.0%, and 6.7%, respectively. Nitrate contributed most (46.3%). Parametric g-formula estimated that reducing PM2.5 to 35, 25, and 15 μg/m3 lowered ASCVD risk by 2.78%, 3.15%, and 3.43%, respectively. Psychological conditions (e.g. depression) mediated 10-year ASCVD risk. Interaction analysis showed females were more susceptible to PM2.5 and its components. Conclusion Long-term exposure to PM2.5 and its components elevates ASCVD risk in Chinese adults, with greater susceptibility in females. Reducing PM2.5 concentrations significantly mitigates ASCVD risk.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/69ddda22e195c95cdefd797bhttps://doi.org/10.1093/gerona/glag096
Ask AI
Helpful
Bookmark
Share
View Full Paper