Evidence map›Paper›PMID 39158908›Full record

ArticleJAMA network open2024

Contextual Deprivation, Race and Ethnicity, and Income in Air Pollution and Cardiovascular Disease.

Jiajun Luo, Andrew Craver, Zhihao Jin, Liang Zheng, Karen Kim, Tamar Polonsky, Christopher O Olopade, Jayant M Pinto, Habibul Ahsan, Briseis Aschebrook-Kilfoy

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 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Socioeconomic deprivation performs equally to race in the Pediatric Asthma Risk Score.Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology · 2025
    Article
  4. Article
  5. Article
  6. Observational
  7. Low-Level PMInternational journal of environmental research and public health · 2025
    Article
  8. Review
  9. Long-Term Exposure to Fine Particulate Matter (PMJMIR public health and surveillance · 2025
    Article
  10. Article
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

10 authors.

Jiajun LuoDepartment of Public Health Sciences, Biological Science Division, The University of Chicago, Chicago, Illinois.
Andrew CraverInstitute for Population and Precision Health, Biological Science Division, The University of Chicago, Chicago, Illinois.
Zhihao JinGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia.
Liang ZhengDepartment of Thyroid Surgery, the First Hospital Affiliated with Sun Yat-Sen University, Guangzhou, China.
Karen KimDepartment of Medicine, Pennsylvania State College of Medicine, Hershey.
Tamar PolonskyDepartment of Medicine, Biological Science Division, The University of Chicago, Chicago, Illinois.
Christopher O OlopadeDepartment of Medicine, Biological Science Division, The University of Chicago, Chicago, Illinois.
Jayant M PintoDepartment of Surgery, Biological Science Division, The University of Chicago, Chicago, Illinois.
Habibul AhsanDepartment of Public Health Sciences, Biological Science Division, The University of Chicago, Chicago, Illinois.
Briseis Aschebrook-KilfoyDepartment of Public Health Sciences, Biological Science Division, The University of Chicago, Chicago, Illinois.

Funding

The Illinois Precision Medicine Consortium (IPMC) All of Us Research Program SiteOT2OD036445 · OD · UNIVERSITY OF CHICAGO · PI Habibul Ahsan, Briseis A Aschebrook-Kilfoy · 2023 to 2026
$20.3M
Pilot Program CoreP30ES027792 · NIEHS · UNIVERSITY OF CHICAGO · PI RICHARD D MINSHALL · 2017 to 2026
$13.6M
Investigation of the social context and physical environment on cardiovascular disease disparities in the All of Us Research ProgramR03HL172114 · NHLBI · UNIVERSITY OF CHICAGO · PI ASCHEBROOK-KILFOY, BRISEIS A · 2023 to 2024
$328k
NHLBI NIH HHS R03 HL172114NIEHS NIH HHS P30 ES027792NIH HHS OT2 OD036445
6 · The paper itself

Abstract

Importance: Socioeconomically disadvantaged subpopulations are more vulnerable to fine particulate matter (PM2.5) exposure. However, as prior studies focused on individual-level socioeconomic characteristics, how contextual deprivation modifies the association of PM2.5 exposure with cardiovascular health remains unclear. Objective: To assess disparities in PM2.5 exposure association with cardiovascular disease among subpopulations defined by different socioeconomic characteristics. Design, Setting, and Participants: This cohort study used longitudinal data on participants with electronic health records (EHRs) from the All of Us Research Program between calendar years 2016 and 2022. Statistical analysis was performed from September 25, 2023, through February 23, 2024. Exposure: Satellite-derived 5-year mean PM2.5 exposure at the 3-digit zip code level according to participants' residential address. Main Outcome and Measures: Incident myocardial infarction (MI) and stroke were obtained from the EHRs. Stratified Cox proportional hazards regression models were used to estimate the hazard ratio (HR) between PM2.5 exposure and incident MI or stroke. We evaluated subpopulations defined by 3 socioeconomic characteristics: contextual deprivation (less deprived, more deprived), annual household income (≥$50 000, <$50 000), and race and ethnicity (non-Hispanic Black, non-Hispanic White). We calculated the ratio of HRs (RHR) to quantify disparities between these subpopulations. Results: A total of 210 554 participants were analyzed (40% age >60 years; 59.4% female; 16.7% Hispanic, 19.4% Non-Hispanic Black, 56.1% Non-Hispanic White, 7.9% other [American Indian, Asian, more than 1 race and ethnicity]), among whom 954 MI and 1407 stroke cases were identified. Higher PM2.5 levels were associated with higher MI and stroke risks. However, disadvantaged groups (more deprived, income <$50 000 per year, Black race) were more vulnerable to high PM2.5 levels. The disparities were most pronounced between groups defined by contextual deprivation. For instance, increasing PM2.5 from 6 to 10 μg/m3, the HR for stroke was 1.13 (95% CI, 0.85-1.51) in the less-deprived vs 2.57 (95% CI, 2.06-3.21) in the more-deprived cohort; 1.46 (95% CI, 1.07-2.01) in the $50 000 or more per year vs 2.27 (95% CI, 1.73-2.97) in the under $50 000 per year cohort; and 1.70 (95% CI, 1.35-2.16) in White individuals vs 2.76 (95% CI, 1.89-4.02) in Black individuals. The RHR was highest for contextual deprivation (2.27; 95% CI, 1.59-3.24), compared with income (1.55; 95% CI, 1.05-2.29) and race and ethnicity (1.62; 95% CI, 1.02-2.58). Conclusions and Relevance: In this cohort study, while individual race and ethnicity and income remained crucial in the adverse association of PM2.5 with cardiovascular risks, contextual deprivation was a more robust socioeconomic characteristic modifying the association of PM2.5 exposure.

Indexed as

Air PollutionCardiovascular DiseasesIncomeParticulate MatterAdultAgedCohort StudiesEnvironmental ExposureEthnicityFemaleHealth Status DisparitiesHumansLongitudinal StudiesMaleMiddle AgedMyocardial InfarctionParticulate Matter

Identifiers

PMID39158908
PMCPMC11333981

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.