AUTHOR=Sun Wen , Dong Qingqing , Zhang Yingying , Wang Hui , Wang Youqiang , Yuan Wenjie , Wang Leyao , Shi Xianhong , Feng Yuhong , Wang Haiwei , Wang Xiaodan , Ren Yingbin , Wang Lihong , Lei Lijian , Song Wenxia TITLE=Evidence of the correlation between air pollution and different types of birth defects: based on a distribution-lag non-linear model JOURNAL=Frontiers in Public Health VOLUME=Volume 13 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1562461 DOI=10.3389/fpubh.2025.1562461 ISSN=2296-2565 ABSTRACT=IntroductionAs global fertility rates decline, exploring the root causes of birth defects (BDs) becomes urgent. Air pollution, with its ability to penetrate the placental barrier as exogenous toxins, has garnered notable attention in this regard.MethodsBD data was collected from five hospitals in Changzhi City birth from 2019 to 2021, air quality data originated from hourly observations at five monitoring stations within the city. Using the distributed lag non-linear model (DLNM), the study aimed to determine the non-linear exposure-lag-effect relationship, evaluating the delayed impact of weekly air pollution on fetal BD risk. During the period under study, the prevalence of BDs was 19.95‰.ResultsOur findings indicate that exposure to air pollutants during early and mid-pregnancy elevated the risk of BDs. Specifically, for each 10 μg/m3 increase of SO2, NO2, PM10, PM2.5, O3, and CO, the risk of congenital heart defects (CHDs) increased. Peaking at specific gestational weeks: SO2 at week 17, NO2 at week 23, PM10 at week 21, PM2.5 at week 16, O3 at week 8, and CO at week 40. Additionally, a rise of 10 μg/m3 in PM10 during weeks 4–10 of gestation significantly elevated the risk of polydactyly, peaking at week 6. Increases in PM2.5 and CO were associated with an elevated risk of external ear malformations, peaking at week 18 and week 19, respectively. Furthermore, higher concentrations of NOX and NO increased the risk of syndactyly, peaking at week 0 for both pollutants. Finally, increments of 10 μg/m3 in NO2, NOX, NO, and PM10 were all significantly associated with an increased risk of cleft lip and/or palate, peaking at week 3 for NO2, NOX, NO, and PM10. Exposure to air pollutants elevates BD risk, with critical periods during the first and second trimesters. The association between different pollutants and the classification of BDs also varies.DiscussionExposure to pollutants during pregnancy increases the risk of birth defects in newborns, especially SO2, PM10, PM2.5 and O3. In light of these findings, we recommend that, while overall regional air quality improvements remain essential, specific targeted measures should be implemented for pregnant women, who represent a particularly vulnerable population. These targeted recommendations not only aim to reduce exposure risks for pregnant women and their fetuses but also offer practical insights for public health policy and interventions.