Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fujian 350000, China.
Department of Preventive Medicine, School of Public Health, Fujian Medical University, Fujian 350000, China.
Sci Total Environ. 2024 Nov 15;951:175542. doi: 10.1016/j.scitotenv.2024.175542. Epub 2024 Aug 14.
This study aimed to investigate the influence of exposure to ambient fine particulate matter (PM) and its components during pregnancy on the prevalence of preterm birth (PTB). Additionally, we sought to identify the susceptible exposure window. Furthermore, we explored the potential mediating role of blood analysis and a comprehensive metabolic panel in the association between pollutant exposure and PTB incidence.
This birth cohort study recruited 139 participants with PTB outcomes and 1713 controls from Fujian Maternal and Child Health Hospital between January 2021 and June 2023. Sociodemographic characteristics and clinical treatment data during participants' first pregnancies were collected. The exposure levels to pollutants during pregnancy were estimated via a combined geographic-statistical model utilising satellite remote sensing data. The distributional lag nonlinear modelling was employed to assess associations between pollutant exposure during pregnancy and the prevalence of PTB. Weighted quantile regression was used to identify key components associated with PM and PTB during pregnancy. Additionally, a mediating effect analysis was conducted to evaluate the role of blood analysis. The metabolic profile was used to screen for differentially abundant metabolites associated with PTB and explore their relative expression in relation to air pollutants and PTB incidence.
Following the adjustment for potential confounding variables, the mean weekly susceptibility windows for PM were identified as 7-10, 16-19, and 22-28 weeks; 8-10, and 15-19 weeks for inorganic sulfate; 6-10, and 15-28 weeks for nitrate; 6-12, and 15-28 weeks for ammonium (NH); and 7-9, 18-20, and 22-36 weeks for organic matter. During mixed exposure to PM components, the key component is NH. In the mixed exposure to PM components, NH emerged as a key contributor. The results of the mediation analysis revealed that haemoglobin played a mediating role, accounting for 21.53 % of the association between exposure to environmental pollutants and the prevalence of PTB. It is noteworthy that, no mediating effects were observed for the other variables. Furthermore, non-targeted metabolomics identified 17 metabolites associated with PTB. Among these factors, hydrogen phosphate may impact metabolic pathways such as oxidative phosphorylation, influencing the risk of PTB. The interplay between environmental pollutants and metabolites, particularly through oxidative phosphorylation pathways, may contribute to PTB incidence.
The evidence indicates that exposure to PM and its components during pregnancy were a significant risk factor for PTB. Notably, specific weekly exposure windows were identified for pollutants during pregnancy. Among the PM components, NH exhibited the most substantial weight in the association analysis between exposure to the mixture of components and PTB. Furthermore, our mediation analysis revealed that haemoglobin serves as a partial mediator in the relationship between exposure to pollutants during pregnancy and the prevalence of PTB. Additionally, maternal serum metabolic profiles differed between the preterm and control groups. Notably, a combined effect involving hydrogen phosphate and mixed exposure to PM fractions further contributed to the development of PTB. Oxidative phosphorylation pathways may play pivotal roles in this intricate association.
本研究旨在探讨孕妇暴露于环境细颗粒物(PM)及其成分对早产(PTB)发生率的影响。此外,我们试图确定易感暴露窗口。进一步探讨血分析和全面代谢组学在污染物暴露与 PTB 发生率之间关联中的潜在中介作用。
本病例对照研究于 2021 年 1 月至 2023 年 6 月期间从福建省妇幼保健院招募了 139 例 PTB 结局和 1713 例对照。收集了参与者首次妊娠期间的社会人口统计学特征和临床治疗数据。利用卫星遥感数据的联合地理统计模型来估计妊娠期间污染物的暴露水平。采用分布滞后非线性模型评估妊娠期间污染物暴露与 PTB 发生率之间的关联。使用加权分位数回归来确定与 PM 和 PTB 相关的关键成分。此外,进行中介效应分析以评估血分析的作用。代谢谱用于筛选与 PTB 相关的差异表达代谢物,并探讨它们与空气污染物和 PTB 发生率之间的相对表达。
在调整潜在混杂变量后,确定 PM 的平均每周易感窗口为 7-10、16-19 和 22-28 周;无机硫酸盐为 8-10 和 15-19 周;硝酸盐为 6-10 和 15-28 周;铵(NH)为 6-12 和 15-28 周;有机物为 7-9、18-20 和 22-36 周。在 PM 成分混合暴露中,关键成分是 NH。在 PM 成分混合暴露中,NH 是主要贡献者。中介分析结果表明,血红蛋白发挥了中介作用,占环境污染物暴露与 PTB 发生率之间关联的 21.53%。值得注意的是,其他变量没有观察到中介效应。此外,非靶向代谢组学鉴定出与 PTB 相关的 17 种代谢物。在这些因素中,磷酸氢盐可能影响氧化磷酸化等代谢途径,影响 PTB 的风险。环境污染物和代谢物之间的相互作用,特别是通过氧化磷酸化途径,可能导致 PTB 发生率增加。
证据表明,孕妇暴露于 PM 及其成分是 PTB 的一个重要危险因素。值得注意的是,在妊娠期间,污染物的特定每周暴露窗口已经确定。在 PM 成分中,NH 在暴露于成分混合物与 PTB 之间的关联分析中具有最大的权重。此外,我们的中介分析表明,血红蛋白在妊娠期间暴露于污染物与 PTB 发生率之间的关系中充当部分中介。此外,母体血清代谢谱在早产组和对照组之间存在差异。值得注意的是,磷酸氢盐和 PM 分数混合暴露的联合作用进一步导致了 PTB 的发生。氧化磷酸化途径可能在这种复杂的关联中发挥关键作用。