Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China; Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Environ Pollut. 2024 Dec 1;362:125037. doi: 10.1016/j.envpol.2024.125037. Epub 2024 Sep 26.
Maternal exposure to various metallic and non-metallic elements has been linked to the occurrence of orofacial clefts (OFCs), yet there remains a dearth of comprehensive research on the potential ramifications of simultaneous exposure to multiple elements. In this study, we investigated the individual and combined effects of element exposure on OFCs in a cohort of 168 pregnant women (49 cases and 119 controls) in the Shanxi province of northern China from 2010 to 2015. Cord serum samples were obtained from all participants to analyze the levels of 32 elements using inductively coupled plasma-mass spectrometry. The study examined the independent correlation between element concentrations and OFCs using two machine screening models, Boruta and Least Absolute Shrinkage and Selection Operator. Bayesian kernel machine regression (BKMR) was utilized to determine the combined effects of key exposure elements on OFCs and to clarify the interaction between exposed elements through the generalized additive model (GAM). The screening models identified lead (Pb), tin (Sn), iron (Fe), and cesium (Cs) as the most significant risk factors for OFC development in offspring. In the BKMR model, the probability of OFCs increased with higher overall levels of these risk elements, with Pb emerging as the primary contributor to the combined effect of the mixture. The findings of the GAM indicated that the combined exposure to Pb and Sn had a synergistic effect on the risk of developing OFCs. Analysis of elemental exposure in umbilical cord serum suggested that Pb exposure may have detrimental effects on OFC development in offspring, which may be further intensified by a synergistic interaction between Sn and Pb in the occurrence of OFCs.
母体暴露于各种金属和非金属元素与口腔颌面裂(OFC)的发生有关,但对于同时暴露于多种元素的潜在影响仍缺乏全面的研究。在这项研究中,我们调查了 168 名孕妇(49 例病例和 119 例对照)的队列中元素暴露对 OFC 的个体和联合作用,这些孕妇来自中国北方山西省,时间为 2010 年至 2015 年。所有参与者均采集脐血清样本,使用电感耦合等离子体质谱法分析 32 种元素的水平。该研究使用 Boruta 和最小绝对收缩和选择算子两种机器筛选模型,研究了元素浓度与 OFC 之间的独立相关性。贝叶斯核机器回归(BKMR)用于确定关键暴露元素对 OFC 的联合影响,并通过广义加性模型(GAM)阐明暴露元素之间的相互作用。筛选模型确定铅(Pb)、锡(Sn)、铁(Fe)和铯(Cs)是导致后代 OFC 发育的最重要危险因素。在 BKMR 模型中,随着这些风险元素总水平的升高,OFC 的发生概率增加,Pb 是混合物联合效应的主要贡献者。GAM 的结果表明,Pb 和 Sn 的联合暴露对 OFC 发生的风险具有协同作用。对脐带血清中元素暴露的分析表明,Pb 暴露可能对后代 OFC 的发育有不良影响,而 Sn 和 Pb 之间的协同相互作用可能进一步加剧 OFC 的发生。