Evidence map›Paper›PMID 38669277›Full record

ArticlePLoS medicine2024

Association between particulate air pollution and hypertensive disorders in pregnancy: A retrospective cohort study.

Yi Sun, Rashmi Bhuyan, Anqi Jiao, Chantal C Avila, Vicki Y Chiu, Jeff M Slezak, David A Sacks, John Molitor, Tarik Benmarhnia, Jiu-Chiuan Chen and 2 more

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 3 pooled it
7.2field-weighted citation impact, top 2% of its field
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

17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 23 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Article
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  6. PMiScience · 2026
    Review
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  11. Review
  12. Effects of exposure to PMBMC public health · 2025
    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

12 authors at 6 institutions in 2 countries.

Yi SunInstitute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.ORCID 0000-0003-0474-822X
Rashmi BhuyanDepartment of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America.ORCID 0000-0002-8614-6515
Anqi JiaoDepartment of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America.ORCID 0000-0003-3372-1974
Chantal C AvilaDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America.
Vicki Y ChiuDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America.ORCID 0000-0002-0698-6419
Jeff M SlezakDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America.ORCID 0000-0002-6108-9198
David A SacksDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America.ORCID 0000-0003-3444-6476
John MolitorCollege of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, United States of America.
Tarik BenmarhniaScripps Institution of Oceanography, University of California, San Diego, California, United States of America.
Jiu-Chiuan ChenDepartments of Population & Public Health Sciences and Neurology, University of Southern California, Keck School of Medicine, Los Angeles, California, United States of America.ORCID 0000-0001-8783-0557
Darios GetahunDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America.
Jun WuDepartment of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America.ORCID 0000-0002-2693-7112
Kaiser Permanente · USUniversity of California, Irvine · USUniversity of Southern California · USChinese Academy of Medical Sciences & Peking Union Medical College · CNOregon State University · USScripps Institution of Oceanography · US

Funding

Environmental and Social Health Determinants of Pregnancy Outcomes Related to COVID-19 PandemicR01ES030353 · NIEHS · UNIVERSITY OF CALIFORNIA-IRVINE · PI GETAHUN, DARIOS, WU, JUN · 2019 to 2022
$3.2M
NIEHS NIH HHS R01 ES030353
6 · The paper itself

Abstract

backgroundEpidemiological findings regarding the association of particulate matter ≤2.5 μm (PM2.5) exposure with hypertensive disorders in pregnancy (HDP) are inconsistent; evidence for HDP risk related to PM2.5 components, mixture effects, and windows of susceptibility is limited. We aimed to investigate the relationships between HDP and exposure to PM2.5 during pregnancy. METHODS AND

findingsA large retrospective cohort study was conducted among mothers with singleton pregnancies in Kaiser Permanente Southern California from 2008 to 2017. HDP were defined by International Classification of Diseases-9/10 (ICD-9/10) diagnostic codes and were classified into 2 subcategories based on the severity of HDP: gestational hypertension (GH) and preeclampsia and eclampsia (PE-E). Monthly averages of PM2.5 total mass and its constituents (i.e., sulfate, nitrate, ammonium, organic matter, and black carbon) were estimated using outputs from a fine-resolution geoscience-derived model. Multilevel Cox proportional hazard models were used to fit single-pollutant models; quantile g-computation approach was applied to estimate the joint effect of PM2.5 constituents. The distributed lag model was applied to estimate the association between monthly PM2.5 exposure and HDP risk. This study included 386,361 participants (30.3 ± 6.1 years) with 4.8% (17,977/373,905) GH and 5.0% (19,381/386,361) PE-E cases, respectively. In single-pollutant models, we observed increased relative risks for PE-E associated with exposures to PM2.5 total mass [adjusted hazard ratio (HR) per interquartile range: 1.07, 95% confidence interval (CI) [1.04, 1.10] p < 0.001], black carbon [HR = 1.12 (95% CI [1.08, 1.16] p < 0.001)] and organic matter [HR = 1.06 (95% CI [1.03, 1.09] p < 0.001)], but not for GH. The population attributable fraction for PE-E corresponding to the standards of the US Environmental Protection Agency (9 μg/m3) was 6.37%. In multi-pollutant models, the PM2.5 mixture was associated with an increased relative risk of PE-E ([HR = 1.05 (95% CI [1.03, 1.07] p < 0.001)], simultaneous increase in PM2.5 constituents of interest by a quartile) and PM2.5 black carbon gave the greatest contribution of the overall mixture effects (71%) among all individual constituents. The susceptible window is the late first trimester and second trimester. Furthermore, the risks of PE-E associated with PM2.5 exposure were significantly higher among Hispanic and African American mothers and mothers who live in low- to middle-income neighborhoods (p < 0.05 for Cochran's Q test). Study limitations include potential exposure misclassification solely based on residential outdoor air pollution, misclassification of disease status defined by ICD codes, the date of diagnosis not reflecting the actual time of onset, and lack of information on potential covariates and unmeasured factors for HDP.

conclusionsOur findings add to the literature on associations between air pollution exposure and HDP. To our knowledge, this is the first study reporting that specific air pollution components, mixture effects, and susceptible windows of PM2.5 may affect GH and PE-E differently.

Indexed as

Air PollutionHypertension, Pregnancy-InducedParticulate MatterAdultAir PollutantsCaliforniaEnvironmental ExposureFemaleHumansMaternal ExposurePregnancyRetrospective StudiesRisk FactorsYoung AdultAir PollutantsParticulate Matter

Identifiers

PMID38669277
PMCPMC11087068
OpenAlexW4395661673

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.