| Title: | Interaction between air pollution and genetic predisposition to blood pressure and low-density lipoprotein cholesterol on cardiovascular events |
| Journal: | European Journal of Preventive Cardiology |
| Published: | 17 Jun 2026 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/42307110/ |
| DOI: | https://doi.org/10.1093/eurjpc/zwag298 |
Publication 20828
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Abstract
AIMS: Particulate matter ≤2.5μm (PM2.5) air pollution is a leading global environmental risk factor. We investigated the impact of PM2.5 on cardiovascular risk with lifetime genetic predisposition to low-density lipoprotein cholesterol (LDL-C) and systolic blood pressure (SBP).</p>
METHODS: We conducted a Mendelian Randomization (MR) study of participants from the UK Biobank study (n = 412,446) over 13.85 years. Polygenic Risk Scores (PRS) for LDL-C and SBP were used as instrument variables to estimate association and causal effects with major adverse cardiovascular events (MACE). The interaction between exogenous PM2.5 exposure with individual or combined LDL-C, SBP PRS, and clinical phenotypes was assessed using adjusted survival regression, causal inference, and machine learning models.</p>
RESULTS: A significant negative interaction was observed between PM2.5 and PRS on MACE incidence for both SBP and LDL-C. The association of 1-SD PRS increase for SBP (≈ 10 mm Hg) and LDL-C (≈38.6 mg/dl) with MACE was attenuated at higher PM2.5 levels (HR = 0.947, p = 0.039, HR = 0.943, p = 0.025, respectively). Analyses with phenotype showed a similar trend for SBP, further confirmed by causal effects interactions (HR = 0.9979, p < 0.001, HR = 0.9995, p = 0.093, respectively). Absolute risk analysis showed that predicted risk remained highest in the high-PRS groups across PM2.5 levels.</p>
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. These findings support a gene-environment interaction between air pollution exposure and genetically proxied cardiovascular risk factors.</p>
16 Authors
- Jean-Eudes Dazard
- Fredrick Schumacher
- Zhuo Chen
- Satoshi Koyama
- Meijie Jiang
- Sai R Ponnana
- Tong Zhang
- Santosh K Sirasapalli
- Sadeer G Al-Kindi
- Salil V Deo
- Xu Gao
- Antonio Gasparrini
- Jennifer Quint
- Pradeep Natarajan
- Robert D Brook
- Sanjay Rajagopalan
1 Application
| Application ID | Title |
|---|---|
| 61548 | Air pollution, immunohematologic failure, and cardiovascular risk |
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