Elementomics of 32 elements in cord serum depicts the risk of orofacial clefts: A case-control study in Shanxi, China.

IF 7.6 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environmental Pollution Pub Date : 2024-12-01 Epub Date: 2024-09-26 DOI:10.1016/j.envpol.2024.125037
Jing Wei, Dezheng Fu, Siyu Guo, Tian Tian, Yun Huang, Zhiwen Li, Linlin Wang, Lei Jin, Weiping Ye, Aiguo Ren, Shengju Yin
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Abstract

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.

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脐带血清中 32 种元素的元素组学描绘了口面裂的风险:中国山西的一项病例对照研究。
孕产妇暴露于各种金属和非金属元素与口唇裂(OFCs)的发生有关,但关于同时暴露于多种元素的潜在影响的综合研究仍然十分匮乏。在这项研究中,我们调查了2010年至2015年期间中国北方山西省168名孕妇(49例病例和119例对照)中元素暴露对口面裂的个体和综合影响。研究人员采集了所有参与者的脐带血清样本,采用电感耦合等离子体质谱法分析了32种元素的水平。研究使用两种机器筛选模型--博鲁塔模型和最小绝对收缩与选择操作器模型--检验了元素浓度与OFCs之间的独立相关性。贝叶斯核机器回归(BKMR)用于确定主要暴露元素对 OFCs 的综合影响,并通过广义相加模型(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 发育的最重要风险因素。在 BKMR 模型中,这些风险元素的总体水平越高,发生 OFC 的概率就越大,而铅则是造成混合物综合效应的主要因素。GAM 的研究结果表明,铅和锡的联合暴露对罹患 OFCs 的风险具有协同效应。对脐带血清中元素暴露的分析表明,铅暴露可能会对后代的 OFC 发育产生不利影响,而锡和铅之间的协同作用可能会进一步加剧 OFC 的发生。
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来源期刊
Environmental Pollution
Environmental Pollution 环境科学-环境科学
CiteScore
16.00
自引率
6.70%
发文量
2082
审稿时长
2.9 months
期刊介绍: Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health. Subject areas include, but are not limited to: • Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies; • Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change; • Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects; • Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects; • Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest; • New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.
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