Evidence map›Paper›PMID 41646715›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Maternal ambient air pollution exposure and risk of stillbirth in Georgia, USA.

Chen Li, Thomas W Hsiao, Joshua L Warren, Lyndsey A Darrow, Matthew J Strickland, Armistead G Russell, Howard H Chang

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Chen LiDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Thomas W HsiaoDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.ORCID 0009-0005-7848-7992
Joshua L WarrenDepartment of Biostatistics, School of Public Health, Yale University, New Haven, Connecticut, USA.
Lyndsey A DarrowDepartment of Biostatistics, Epidemiology and Environmental Health, School of Public Health, University of Nevada Reno, Reno, Nevada, USA.
Matthew J StricklandDepartment of Biostatistics, Epidemiology and Environmental Health, School of Public Health, University of Nevada Reno, Reno, Nevada, USA.
Armistead G RussellSchool of Civil and Environmental Engineering, College of Engineering, Georgia Tech University, Atlanta, Georgia, USA.
Howard H ChangDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.

Funding

Extreme heat events and pregnancy duration: a national studyR01ES028346 · NIEHS · EMORY UNIVERSITY · PI CHANG, HOWARD H, DARROW, LYNDSEY · 2018 to 2024
$2.7M
NIEHS NIH HHS R01 ES028346
6 · The paper itself

Abstract

Background: Evidence suggests maternal exposure to ambient air pollution increases the risk of stillbirth, but few studies conducted in the United States have evaluated temporally varying exposures or susceptibility across gestational windows. Moreover, the generalizability of existing findings is often limited by restricted geographic coverage or reliance on selected study populations. Methods: Using Georgia vital records from 2005 to 2014, we conducted a matched case-control study including 8,384 stillbirths and 33,459 live birth controls matched on maternal county of residence and conception month. We used stratified Cox proportional hazards models with time-varying covariates to estimate hazard ratios (HRs) for ten air pollutants across five exposure windows (first month, weekly, and first, second, and third trimester). Our primary analysis included all stillbirths combined, with subgroup analyses separating second and third trimester losses. Results: Stillbirths had a median gestational age of 27 weeks (IQR: 6.67) compared with 38 weeks for live births (IQR: 2.13). Particulate matter showed strong associations in the second trimester exposure window for all stillbirths (PM Conclusions: In this population-based study in Georgia, time-varying ambient air pollution exposures during pregnancy were associated with increased risk of stillbirth, particularly for second trimester exposures and for stillbirths occurring earlier in pregnancy. These findings highlight the importance of considering gestational timing when evaluating environmental risk factors for stillbirth.

Indexed as

ambient air pollutionstillbirthtime-varying exposure

Identifiers

PMID41646715
PMCPMC12870622

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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.