Evidence map›Paper›PMID 39671196›Full record

ArticleJAMA network open2024

Polluted Air from Canadian Wildfires and Cardiopulmonary Disease in the Eastern US.

Mary E Maldarelli, Hyeonjin Song, Clayton H Brown, Madhurika Situt, Colleen Reilly, Anup A Mahurkar, Victor Felix, Jonathan Crabtree, Evan Ellicott, Martha O Jurczak and 6 more

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
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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

16 authors.

Mary E MaldarelliThe University of Maryland-Institute for Health Computing, Bethesda.
Hyeonjin SongDepartment of Epidemiology and Biostatics, University of Maryland School of Public Health, College Park.
Clayton H BrownThe University of Maryland-Institute for Health Computing, Bethesda.
Madhurika SitutThe University of Maryland Medical System, Baltimore.
Colleen ReillyThe University of Maryland Medical System, Baltimore.
Anup A MahurkarThe University of Maryland-Institute for Health Computing, Bethesda.
Victor FelixThe University of Maryland-Institute for Health Computing, Bethesda.
Jonathan CrabtreeThe University of Maryland-Institute for Health Computing, Bethesda.
Evan EllicottDepartment of Geographical Science, University of Maryland, College Park.
Martha O JurczakThe University of Maryland-Institute for Health Computing, Bethesda.
Binod PantDepartment of Mathematics, University of Maryland, College Park.
Abba GumelDepartment of Mathematics, University of Maryland, College Park.
Zafar ZafariThe University of Maryland-Institute for Health Computing, Bethesda.
Warren D'SouzaThe University of Maryland-Institute for Health Computing, Bethesda.
Amir SapkotaDepartment of Epidemiology and Biostatics, University of Maryland School of Public Health, College Park.
Bradley A MaronThe University of Maryland-Institute for Health Computing, Bethesda.

Funding

RESEARCH TRAINING IN THE EPIDEMIOLOGY OF AGINGT32AG000262 · NIA · UNIVERSITY OF MARYLAND BALTIMORE · PI ANN L GRUBER-BALDINI, DENISE L ORWIG · 1998 to 2026
$8.2M
Wildfires and Infant HealthR01ES033963 · NIEHS · UNIV OF MARYLAND, COLLEGE PARK · PI Michel H Boudreaux · 2023 to 2026
$2.4M
NIA NIH HHS T32 AG000262NIEHS NIH HHS R01 ES033963
6 · The paper itself

Abstract

Importance: Intense wildfires affecting residential populations are increasingly frequent. However, the adverse cardiopulmonary consequences to patients from remote wildfire smoke exposure is uncertain. Objective: To investigate the association between wildfire smoke originating in Western Canadian provinces with cardiopulmonary disease burden in sociodemographically heterogenous populations in the Eastern US. Design, Setting, and Participants: This case-only study used International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes for cardiopulmonary diseases extracted from the University of Maryland Medical System in June 2023 vs June 2018 and June 2019. Data were analyzed from September 2023 to September 2024. Exposures: High air pollution episodes where the concentration of particulate matter with aerodynamic diameter below 2.5 μm (PM2.5) exceeded the toxic National Ambient Air Quality Standard (35 μg/m3) (referred to as "hotspot days") on contiguous days. Main Outcomes and Measures: The number of patients with inpatient, ambulatory, and emergency department clinical encounters during assigned hotspot days in June 2023 compared with matching days in June of control years. Adjustments for covariates for comparisons between groups were made with χ2 tests and multivariable logistic regression. Results: Statewide air quality analysis identified June 6-8 and 28-30 as 6 hotspot days with an increase in PM2.5 by 9.4-fold and 7.4-fold, respectively, in Baltimore City compared with all other days in 2023. After adjusting for calendar days across years, the cohort included 2339 cardiopulmonary clinical encounters in June 2023 (mean [SD] age, 68 [15] years; 1098 female [46.9%]; 710 Black [30.4%], 1528 White [65.3%]) and 3609 encounters in June 2018-2019 (mean [SD] age, 65 [15] years; 1690 female [46.8%]; 1181 Black [32.7%], 2269 White [62.9%]). The proportion of clinical encounters occurring during hotspot days in June 2023 was 588 of 2339 days (25.1%) vs 806 of 3609 days (22.3%) in control years (χ2 = 6.07; P = .01), with an adjusted odds ratio (aOR) of 1.18 (95% CI, 1.03-1.34; P = .02). Restricting this analysis to cardiac diseases, there was a 20% increase in adjusted odds for a clinical encounter (aOR, 1.20; 95% CI, 1.01-1.42; P = .04). Patients with cardiopulmonary encounters on hotspot days had greater socioeconomic advantage vs control years by ADI score (mean [SD] score, 39.1 [21.1] vs 41.0 [23.7]; P = .05). Conclusions and Relevance: In this case-only study of a large medical system, we identified an increased cardiopulmonary disease burden for residents of Maryland that was likely associated with contemporaneous wildfire smoke-based infiltration of polluted or toxic air originating from Western Canada up to 2100 miles remotely.

Indexed as

Air PollutionWildfiresAdultAgedAir PollutantsCanadaCardiovascular DiseasesEnvironmental ExposureFemaleHeart DiseasesHumansLung DiseasesMaleMiddle AgedParticulate MatterSmokeAir PollutantsParticulate MatterSmoke

Identifiers

PMID39671196
PMCPMC11645649

What OpenQuestion holds

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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.