Prevention & lipidsResearch article

Interaction between air pollution and genetic predisposition to blood pressure and low-density lipoprotein cholesterol on cardiovascular events

Eur J Prev CardiolPublished

  • Mendelian randomisation study

Authors' conclusion

Higher-genetic-risk groups for SBP and LDL-C carried the greatest absolute cardiovascular risk when exposed to air pollution, even though PM2.5 conferred lower relative risk, perhaps related to high baseline risk.

Study context

Population
UK Biobank participants
Participants
412,446 participants
Comparison
Interaction between PM2.5 exposure and Polygenic Risk Scores (PRS) for low-density lipoprotein cholesterol (LDL-C) and systolic blood pressure (SBP) on major adverse cardiovascular events (MACE)
Outcome
MACE incidence (interaction between PM2.5 and PRS for SBP and LDL-C)
Follow-up
13.85 years

Main finding

As reported in the abstract

Interaction of PM2.5 with PRS on MACE (association of 1-SD PRS increase with MACE at higher PM2.5)
SBP PRS × PM2.5 · 1-SD PRS ≈ 10 mm Hg; attenuated at higher PM2.5
HR 0.947; P = 0.039
LDL-C PRS × PM2.5 · 1-SD PRS ≈38.6 mg/dl; attenuated at higher PM2.5
HR 0.943; P = 0.025

Further findings

OutcomeHRP value
Causal effects interactions with phenotype (SBP, LDL-C) and PM2.5 — SBP × PM2.50.9979P < 0.001
Causal effects interactions with phenotype (SBP, LDL-C) and PM2.5 — LDL-C × PM2.50.9995P = 0.093

Absolute risk

Predicted risk remained highest in the high-PRS groups across PM2.5 levels

Original publication

Interaction between air pollution and genetic predisposition to blood pressure and low-density lipoprotein cholesterol on cardiovascular events. Eur J Prev Cardiol. Published 17 June 2026. doi:10.1093/eurjpc/zwag298

Summarised from the published abstract; every number is checked against it