ORIGINAL RESEARCH article

Front. Public Health

Sec. Environmental Health and Exposome

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1603156

Association of exposure to PM2.5-bound metals with premature rupture of membranes: a prospective cohort study

Provisionally accepted
Mengdan  LiangMengdan Liang1Liping  QiuLiping Qiu2Biyun  LinBiyun Lin3Zhehui  ChenZhehui Chen1Xiannuan  JiangXiannuan Jiang1Mengying  XieMengying Xie4Xiaowei  XieXiaowei Xie5Hanbing  ChenHanbing Chen1Xiongkun  HeXiongkun He1Xiaoxiao  HuangXiaoxiao Huang1Liang  LuLiang Lu2Lanlan  ZhangLanlan Zhang6Hongjie  QiuHongjie Qiu7Yihong  ChenYihong Chen1Junqi  WuJunqi Wu7Xiaoxu  XieXiaoxu Xie1*
  • 1Fujian Medical University, Fuzhou, China
  • 2Nanchang Center for Disease Control and Prevention, Nanchang, China
  • 3The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
  • 4nanchang university, nanchang, China
  • 5Harbin Medical University, Harbin, China
  • 6Zhejiang University, Hangzhou, China
  • 7Zhejiang University, Hangzhou, Zhejiang Province, China

The final, formatted version of the article will be published soon.

Exposure to PM2.5 has been linked to premature rupture of membranes (PROM).However, research on the effects of PM2.5-bound metals on the PROM is limited. Here, we investigated this relationship using data from 6090 pregnant women, estimating exposure to 11 PM2.5-bound metals throughout pregnancy. Cox models assessed associations between individual metals and PROM, while grouped weighted quantile sum regression (GWQS), quantile g-computation (Q-gcomp), and Bayesian kernel machine regression (BKMR) were used for metal mixtures. Exposure to Al, Cd, Pb, Cr, Ni, Se, and Tl increased PROM risk, with hazard ratios ranging from 1.40 to 1.87. As and Mn were also correlated with PROM during specific trimesters. The GWQS model showed a 3% increased risk of PROM with metal mixture exposure (95% CI: 2%, 4%), mainly driven by Pb in the positive direction. The Q-gcomp model revealed a 5% increased risk (95% CI: 2%, 8%), also primarily due to Pb. In the BKMR model, Ni had the highest influence. Both individual metals and metal mixtures were associated with PROM, with Pb, Se, and Tl positively correlated with preterm PROM.

Keywords: Air Pollution, Particulate Matter, metal, mixture, Premature rupture of membranes

Received: 31 Mar 2025; Accepted: 19 May 2025.

Copyright: © 2025 Liang, Qiu, Lin, Chen, Jiang, Xie, Xie, Chen, He, Huang, Lu, Zhang, Qiu, Chen, Wu and Xie. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Xiaoxu Xie, Fujian Medical University, Fuzhou, China

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