ArticleEuropean heart journal2021
Joint exposure to various ambient air pollutants and incident heart failure: a prospective analysis in UK Biobank.
Article in European heart journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 114 papers, 1 of them a synthesis that pooled it.
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Who cites it
114 citing papers in PubMed, 1 synthesis or guideline pooled it, 295 citations in OpenAlex.
- Effect of Air Pollution on Heart Failure: Systematic Review and Meta-Analysis.Environmental health perspectives · 2023Pooled it
- Residential greenness, air pollution, and epilepsy: Insight in genetic susceptibility and life expectancy.Journal of advanced research · 2026Article
- Identification of shared and divergent molecular pathways linking ambient air pollutants to mortality and major chronic diseases through proteomic profiling.Redox biology · 2026Article
- The social context and environment as targets for heart failure prevention.Heart failure reviews · 2026Review
- Prospective Metabolomic Cohort of 123,037 Men Reveals Lipid Mediators Linking Air Pollution to Benign Prostatic Hyperplasia.Environment & health (Washington, D.C.) · 2026Article
- Association between BMI-discordances in cardiometabolic biomarkers and risk of incident heart failure: a prospective cohort study.The American journal of clinical nutrition · 2026Article
- Gene-Air Pollution Interaction in Cardiovascular Disease: Lights and Shadows in a Tangled Risk Factor Network.International journal of molecular sciences · 2026Review
- Beyond air pollution: Green space, water minerals, and genetic predisposition in migraine onset.iScience · 2026Article
- Development of atrial fibrillation in patients with heart failure and vice versa: incidence, risk factors, and their impact on survival.ESC heart failure · 2026Article
- Frailty and prefrailty are associated with increased risk of aortic aneurysm but not aortic dissection: a prospective cohort study of UK biobank participants.BMC cardiovascular disorders · 2026Article
- The environmental exposome in heart failure risk and progression.Nature reviews. Cardiology · 2026Review
- Associations of chronic pain and genetic risks with incident atrial fibrillation: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- Micro- and Nanoplastics as Potential Drivers of Dilated Cardiomyopathy.Life (Basel, Switzerland) · 2026Review
- Impact of air pollution on exacerbations of respiratory and cardiovascular diseases for the intensivist: a narrative review.Intensive care medicine experimental · 2026Review
- Air Pollution and Incident Cardiovascular Disease: Modification by Genetic Susceptibility and the Mitigating Role of Physical Activity.Journal of the American Heart Association · 2026Article
- Article
- Residential green space, air pollution, and related metabolites in association with depression among cancer survivors.Nature communications · 2026Article
- Air pollutants, genetic susceptibility, and the risk of age-related macular degeneration: a large prospective cohort study.European journal of epidemiology · 2026Article
- Plasma proteome mediates the associations between air pollution exposure and disease risk.Nature communications · 2026Article
- Smoking behaviour, altered DNA methylation, and heart failure risk: evidence from a prospective cohort and epigenetic Mendelian randomization study.Clinical epigenetics · 2026Article
54 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 3 institutions in 3 countries.
Funding
Abstract
aimsLittle is known about the relation between the long-term joint exposure to various ambient air pollutants and the incidence of heart failure (HF). We aimed to assess the joint association of various air pollutants with HF risk and examine the modification effect of the genetic susceptibility. METHODS AND
resultsThis study included 432 530 participants free of HF, atrial fibrillation, or coronary heart disease in the UK Biobank study. All participants were enrolled from 2006 to 2010 and followed up to 2018. The information on particulate matter (PM) with diameters ≤2.5 µm (PM2.5), ≤10 µm (PM10), and between 2.5 and 10 µm (PM2.5-10) as well as nitrogen oxides (NO2 and NOx) was collected. We newly proposed an air pollution score to assess the joint exposure to the five air pollutants through summing each pollutant concentration weighted by the regression coefficients with HF from single-pollutant models. We also calculated the weighted genetic risk score of HF. During a median of 10.1 years (4 346 642 person-years) of follow-up, we documented 4201 incident HF. The hazard ratios (HRs) [95% confidence interval (CI)] of HF for a 10 µg/m3 increase in PM2.5, PM10, PM2.5-10, NO2, and NOx were 1.85 (1.34-2.55), 1.61 (1.30-2.00), 1.13 (0.80-1.59), 1.10 (1.04-1.15), and 1.04 (1.02-1.06), respectively. We found that the air pollution score was associated with an increased risk of incident HF in a dose-response fashion. The HRs (95% CI) of HF were 1.16 (1.05-1.28), 1.19 (1.08-1.32), 1.21 (1.09-1.35), and 1.31 (1.17-1.48) in higher quintile groups compared with the lowest quintile of the air pollution score (P trend <0.001). In addition, we observed that the elevated risk of HF associated with a higher air pollution score was strengthened by the genetic susceptibility to HF.
conclusionOur results indicate that the long-term joint exposure to various air pollutants including PM2.5, PM10, PM2.5-10, NO2, and NOx is associated with an elevated risk of incident HF in an additive manner. Our findings highlight the importance to comprehensively assess various air pollutants in relation to the HF risk.
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