Evidence map›Paper›PMID 42807448›Full record

ArticleFrontiers in public health2026

Long-term PM2.5 exposure and incident heart failure in the UK Biobank: relative and absolute risk estimates.

Lei Wang, Ling Ma, Huan Liu, Qian Zhu

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Lei Wang *Department of Vascular Surgery, General Hospital of Ningxia Medical University, Yinchuan, China.
Ling Ma *Department of Vascular Surgery, General Hospital of Ningxia Medical University, Yinchuan, China.
Huan LiuDepartments of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, United States.
Qian ZhuMedical Laboratory, Hospital of Cardiovascular and Cerebrovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: To investigate the association between long-term air pollution exposure and incident heart failure in the UK Biobank and further explore potential effect modification by cardiometabolic vulnerability. Methods: We conducted a prospective cohort study among 149,410 UK Biobank participants free of heart failure and ischemic stroke at baseline. Annual mean concentrations of fine particulate matter (PM2.5), nitrogen dioxide (NO2), and particulate matter ≤10 μm (PM10) were assigned using land-use regression models. Incident heart failure and ischemic stroke were ascertained through linkage to hospital and death records. Cox proportional hazards models were used to estimate hazard ratios (HRs) per interquartile range (IQR) increase in pollutants with sequential adjustment for demographic, socioeconomic, lifestyle, and cardiometabolic factors. Effect modification by diabetes, chronic kidney disease, obesity, multimorbidity, and C-reactive protein was assessed using interaction terms. Results: During a median follow-up of 17.6 years (interquartile range 14.4-20.3), 4,964 incident heart failure events and 3,795 ischemic stroke events occurred. PM2.5 was associated with a higher risk of incident heart failure after full adjustment (HR per IQR 1.045, 95% CI 1.005-1.086; Conclusion: In this large population-based cohort, long-term exposure to PM2.5 was associated with a modestly increased risk of incident heart failure. We found no strong evidence that this association differed across major cardiometabolic or inflammatory vulnerability groups. Although the absolute risk difference was small at the individual level, these findings add to the evidence linking long-term PM2.5 exposure to incident heart failure.

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureHeart FailureParticulate MatterAgedBiological Specimen BanksFemaleHumansIncidenceMaleMiddle AgedProportional Hazards ModelsProspective StudiesRisk FactorsUK BiobankAir PollutantsParticulate Matterair pollutioncohort studyenvironmental exposureheart failurePM2.5UK Biobank

Identifiers

PMID42807448
PMCPMC13617081

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.