SynthesisPLoS medicine2021
Ambient and household PM2.5 pollution and adverse perinatal outcomes: A meta-regression and analysis of attributable global burden for 204 countries and territories.
Synthesis in PLoS medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 91 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
91 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Association between heat and air pollution (PMBMJ paediatrics open · 2025Pooled it
- Air pollution's toll on adverse birth outcomes: key research insights from Chinese epidemiological studies.Frontiers in public health · 2025Pooled it
- Key factors in epidemiological exposure and insights for environmental management: Evidence from meta-analysis.Environmental pollution (Barking, Essex : 1987) · 2024Pooled it
- Exposure to indoor air pollution and adverse pregnancy outcomes in low and middle-income countries: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Does air pollution exposure affect semen quality? Evidence from a systematic review and meta-analysis of 93,996 Chinese men.Frontiers in public health · 2023Pooled it
- Impact of cooking with liquefied petroleum gas compared with traditional cooking practices on perinatal and early neonatal mortality: the Poriborton cluster randomised controlled trial.BMJ global health · 2026Trial
- Household air pollution exposures over pregnancy and maternal blood pressure trajectories through 8 years postpartum: Evidence from the Ghana Randomized Air Pollution and Health Study (GRAPHS).Environmental research · 2026Trial
- Cooking with liquefied petroleum gas or biomass and fetal growth outcomes: a multi-country randomised controlled trial.The Lancet. Global health · 2024Trial
- Effects of a liquefied petroleum gas stove intervention on stillbirth, congenital anomalies and neonatal mortality: A multi-country household air pollution intervention network trial.Environmental pollution (Barking, Essex : 1987) · 2024Trial
- Liquefied Petroleum Gas or Biomass for Cooking and Effects on Birth Weight.The New England journal of medicine · 2022Trial
- Association between extreme heat exposure and risk of preterm birth and its effect modifiers: a systematic review and meta-analysis.Journal of exposure science & environmental epidemiology · 2026Article
- Global and national burden of chronic kidney disease attributable to fine particles: An updated exposure-response meta-analysis.Innovation (Cambridge (Mass.)) · 2026Article
- Gestational exposure to PMJournal of advanced research · 2026Article
- IGFBP3 repression driven by inflammation links air pollution to placental and developmental defects.EMBO molecular medicine · 2026Article
- 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 · 2026Review
- Article
- Effect of non-optimal ambient temperature on preterm birth and its heterogeneity in various social sub-groups: a report from the Indo Gangetic Plains of India.BMC pregnancy and childbirth · 2026Article
- Histological and Inflammatory Changes in Thyroid Glands and Early Growth Outcomes in Offspring of Rats Exposed to Ambient Air Pollution near a Petrochemical Complex: A Preliminary Study.Life (Basel, Switzerland) · 2026Article
- Disproportionate climate burden of rising temperatures on low birth weight in Pakistan.BMC medicine · 2026Article
- Associations between prenatal exposure to ambient air pollutants and preterm birth in the Atlanta African American maternal-child cohort.Environmental health : a global access science source · 2026Article
31 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundParticulate matter <2.5 micrometer (PM2.5) is associated with adverse perinatal outcomes, but the impact on disease burden mediated by this pathway has not previously been included in the Global Burden of Disease (GBD), Mortality, Injuries, and Risk Factors studies. We estimated the global burden of low birth weight (LBW) and preterm birth (PTB) and impacts on reduced birth weight and gestational age (GA), attributable to ambient and household PM2.5 pollution in 2019. METHODS AND
findingsWe searched PubMed, Embase, and Web of Science for peer-reviewed articles in English. Study quality was assessed using 2 tools: (1) Agency for Healthcare Research and Quality checklist; and (2) National Institute of Environmental Health Sciences (NIEHS) risk of bias questions. We conducted a meta-regression (MR) to quantify the risk of PM2.5 on birth weight and GA. The MR, based on a systematic review (SR) of articles published through April 4, 2021, and resulting uncertainty intervals (UIs) accounted for unexplained between-study heterogeneity. Separate nonlinear relationships relating exposure to risk were generated for each outcome and applied in the burden estimation. The MR included 44, 40, and 40 birth weight, LBW, and PTB studies, respectively. Majority of the studies were of retrospective cohort design and primarily from North America, Europe, and Australia. A few recent studies were from China, India, sub-Saharan Africa, and South America. Pooled estimates indicated 22 grams (95% UI: 12, 32) lower birth weight, 11% greater risk of LBW (1.11, 95% UI: 1.07, 1.16), and 12% greater risk of PTB (1.12, 95% UI: 1.06, 1.19), per 10 μg/m3 increment in ambient PM2.5. We estimated a global population-weighted mean lowering of 89 grams (95% UI: 88, 89) of birth weight and 3.4 weeks (95% UI: 3.4, 3.4) of GA in 2019, attributable to total PM2.5. Globally, an estimated 15.6% (95% UI: 15.6, 15.7) of all LBW and 35.7% (95% UI: 35.6, 35.9) of all PTB infants were attributable to total PM2.5, equivalent to 2,761,720 (95% UI: 2,746,713 to 2,776,722) and 5,870,103 (95% UI: 5,848,046 to 5,892,166) infants in 2019, respectively. About one-third of the total PM2.5 burden for LBW and PTB could be attributable to ambient exposure, with household air pollution (HAP) dominating in low-income countries. The findings should be viewed in light of some limitations such as heterogeneity between studies including size, exposure levels, exposure assessment method, and adjustment for confounding. Furthermore, studies did not separate the direct effect of PM2.5 on birth weight from that mediated through GA. As a consequence, the pooled risk estimates in the MR and likewise the global burden may have been underestimated.
conclusionsAmbient and household PM2.5 were associated with reduced birth weight and GA, which are, in turn, associated with neonatal and infant mortality, particularly in low- and middle-income countries.
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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.