ArticlePLoS medicine2024
Association between particulate air pollution and hypertensive disorders in pregnancy: A retrospective cohort study.
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.
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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.
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Who cites it
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 23 citations in OpenAlex.
- Silent Harm: How Ambient Air Pollution Threatens Prenatal and Neonatal Health. A Systematic Review.Investigacion y educacion en enfermeria · 2025Pooled it
- Gestational Exposure to Particulate Matter and Preeclampsia Risk: Evidence from a Meta-Analysis and Mendelian Randomization Study.Journal of clinical hypertension (Greenwich, Conn.) · 2025Pooled it
- Prenatal PM2.5 exposure and hypertensive disorders of pregnancy: a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- The relative importance of neighborhood environment features in explaining preeclampsia risk using machine learning.Pregnancy (Hoboken, N.J.) · 2026Article
- Beyond Proxies: Environment, Neighborhood, and Racial Disparities in Hypertensive Disorders of Pregnancy.AJPM focus · 2026Article
- PMiScience · 2026Review
- Ambient Ultrafine Particles and Hypertensive Disorders of Pregnancy: A Mediation Analysis of Homocysteine in a Birth Cohort.Environment & health (Washington, D.C.) · 2026Article
- Joint associations between maternal exposure to ambient air pollutants during pregnancy and low Apgar score in newborns: a birth cohort study in China.BMC public health · 2026Article
- Effect of individual and combined ambient air pollutants exposure on the risk of preeclampsia: a retrospective cohort study in Tangshan, China.BMC public health · 2026Article
- Mitochondrial-targeted MitoQ attenuates PFOS-induced vasoconstriction and cAMP suppression in human placental arteries†.Biology of reproduction · 2026Article
- Preeclampsia and environmental epigenomics: the emerging role of air pollution, gut microbiome, and maternal exposures in disease programming.Environmental epigenetics · 2026Review
- Effects of exposure to PMBMC public health · 2025Article
- Environmental Toxicants in the Hispanic Community Epigenetically Contributing to Preeclampsia.Cardiovascular toxicology · 2025Review
- Exposure to Fine Particulate Matter (PM2.5) and Heavy Metals During the Second Trimester of Pregnancy Increases the Risk of Preeclampsia and Eclampsia: An Analysis of National Health Insurance Claims Data from South Korea.Medicina (Kaunas, Lithuania) · 2025Article
- Global burden of maternal hypertensive disorders (1990-2045): trends, regional disparities, and causal links to occupational exposures.BMC pregnancy and childbirth · 2025Article
- Nonlinear association between wet-bulb globe temperature and maternal hypertensive disorders burden: a global analysis from 1990 to 2021.Frontiers in public health · 2025Article
- Fine Particulate Matter, Its Constituents, and Spontaneous Preterm Birth.JAMA network open · 2024Article
Corrections and comments
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Authors and funding
12 authors at 6 institutions in 2 countries.
Funding
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.
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