Evidence map›Paper›PMID 41538185›Full record

ArticleJAMA network open2026

Air Pollution and Cardiac Remodeling and Function in Patients With Breast Cancer.

Wonyoung Jung, Kyunga Ko, Amanda M Smith, Anran Huang, Congying Xia, Yehoda M Martei, Vivek K Narayan, Amy S Clark, Benedicte Lefebvre, Kellie McDermott and 12 more

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. A Review of the Increasing Impact and Effects of Air Pollution Throughout Life and Before Birth.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Wonyoung JungDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Kyunga KoDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Amanda M SmithDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Anran HuangDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Congying XiaDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Yehoda M MarteiDivision of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia.
Vivek K NarayanDivision of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia.
Amy S ClarkDivision of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia.
Benedicte LefebvreDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Kellie McDermottDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Daniel Koropeckyj-CoxDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Omotayo FasanDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Alexander HutsellDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Amber DanielsDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Virginia EnglefieldDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Kasey J LegerDepartment of Pediatrics, Seattle Children's Hospital, University of Washington School of Medicine, Seattle.
Kelly D GetzDepartment of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Hari K NarayanDepartment of Pediatrics, University of California San Diego, La Jolla.
Julian D MarshallDepartment of Civil & Environmental Engineering, University of Washington, Seattle.
Tiffany M Powell-WileySocial Determinants of Obesity and Cardiovascular Risk Laboratory, Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.
Clyde W YancyDepartment of Internal Medicine, Division of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois.
Bonnie KyDivision of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.

Funding

The Clinical Relevance of Anthracycline-Related Cardiac Remodeling in Childhood Cancer SurvivorsK23HL163456 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Hari Kope Narayan · 2023 to 2026
$786k
NHLBI NIH HHS K23 HL163456
6 · The paper itself

Abstract

Importance: The relationship between air pollution and cardiac remodeling in patients with cancer treated with cardiotoxic therapy is undefined. Objective: To assess the associations between air pollutants and changes in cardiac function, structure, and remodeling in patients with breast cancer treated with anthracyclines and/or trastuzumab therapy. Design, Setting, and Participants: This longitudinal prospective cohort study included patients with breast cancer enrolled at multiple sites of a quaternary health care system from July 1, 2010, to November 1, 2018. All participants were initiating anthracyclines and/or trastuzumab. Data were analyzed from December 1, 2024, to April 30, 2025. Exposures: Three-year average census tract-level concentrations of fine particulate matter with diameter of 2.5 µm or less (PM2.5), particulate matter with diameter of 10 µm or less (PM10), nitrogen dioxide (NO2), and ozone (O3). Main Outcomes and Measures: Core laboratory-quantified, echocardiography-derived measures of cardiac remodeling and function and incidence of cardiac dysfunction, defined as a left ventricular ejection fraction (LVEF) decline of 10% or more from baseline to less than 50%. Multivariable linear regression and generalized estimating equations defined the cross-sectional and longitudinal associations between air pollution and measures of cardiac remodeling and function. Cause-specific hazard models defined the adjusted associations between air pollution and cardiac dysfunction. Results: Across 580 female patients (median age, 50 years [IQR, 42-58 years]), 3642 echocardiograms were obtained at standardized time intervals over a median of 3.1 years (IQR, 2.3-3.6 years) and centrally quantified. Cardiac dysfunction was observed in 98 of 574 participants (17.1%). Concentrations of PM2.5 (median, 9.26 μg/m3 [IQR, 8.49-10.17 μg/m3]) and O3 (median, 47.00 parts per billion [ppb] [IQR, 45.50-48.19 ppb]) were each associated with cardiac dysfunction and adverse remodeling, cross-sectionally and longitudinally. Over time, each IQR-increment increase in PM2.5 (1.68 μg/m3) and O3 (2.69 ppb) was associated with a mean LVEF change of -1.3% (95% CI, -1.8% to -0.8%) and -1.4% (95% CI, -1.8% to -1.0%), respectively; worse longitudinal strain (-1.0% [95% CI, -1.3% to -0.7%] and -1.1% [95% CI, -1.3% to -0.8%], respectively); and left ventricular mass increase of 4.8 g/m2 (95% CI, 3.1-6.5 g/m2) and 3.2 g/m2 (95% CI, 2.1-4.3 g/m2), respectively. Patients in the highest tertiles of PM2.5 (adjusted hazard ratio [AHR], 2.03; 95% CI, 1.17-3.52) and O3 (AHR, 2.15; 95% CI, 1.23-3.78) exposure were at a significantly higher risk of cardiac dysfunction compared with those in the lowest tertile. Neither PM10 (AHR, 0.84; 95% CI, 0.49-1.44) nor NO2 (AHR, 0.92; 95% CI, 0.50-1.70) showed significant associations with cardiac dysfunction. Conclusions and Relevance: In this cohort study, PM2.5 and O3 exposure was independently associated with worse cardiac remodeling and function in patients with breast cancer treated with cardiotoxic therapy. These findings highlight the importance of modifying environmental exposures to mitigate cardiovascular disease risk.

Indexed as

Air PollutionBreast NeoplasmsVentricular RemodelingAdultAir PollutantsAnthracyclinesFemaleHumansLongitudinal StudiesMiddle AgedParticulate MatterProspective StudiesTrastuzumabAir PollutantsAnthracyclinesParticulate MatterTrastuzumab

Identifiers

PMID41538185
PMCPMC12809362

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.