Institute of Reproductive and Child Health/Key Laboratory of Reproductive Health, National Health Commission of the People's Republic of China, Peking University, Beijing, China; Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Institute of Reproductive and Child Health/Key Laboratory of Reproductive Health, National Health Commission of the People's Republic of China, Peking University, Beijing, China; Department of Social Medicine and Health Education, School of Public Health, Peking University, Beijing, China.
Environ Res. 2022 Sep;212(Pt C):113432. doi: 10.1016/j.envres.2022.113432. Epub 2022 May 6.
Congenital heart defects (CHDs) are the most common congenital malformations with a complex etiology, and environmental factors play an important role. Large epidemiology studies on prenatal exposure to selected heavy metals and their association with risk for CHDs are scarce and joint effects are not well understood.
To examine the association between prenatal exposure to selected heavy metals and risk for CHDs.
Inductively coupled plasma mass spectrometry (ICP-MS) was used to determine the maternal plasma concentrations of arsenic, cadmium, mercury, lead, and manganese were in 303 CHD cases and 303 healthy controls that were recruited in eight hospitals in China. Generalized linear mixed model (GLMM) and Bayesian kernel machine regression (BKMR) were fitted to evaluate the individual and joint effects of metal concentrations on CHDs.
In GLMM, two metals were each significantly associated with an increased risk for CHDs [adjusted odds ratio (95% confidence interval): mercury, 2.88 (1.22-6.77); lead, 2.74 (1.00-7.57)]. In BKMR, CHD risk increased with mixture levels of the five metals when their concentrations were at the 40th percentile or higher, compared to when all metals were below their 35th percentile, and mercury was the major metal that contributed to the mixture effect. The interaction between mercury and lead was observed in BKMR.
Using metal concentrations in maternal plasma obtained during the second or third trimester as exposure markers, we found that the risk of CHDs increased with the levels of the mixtures of As, Cd, Hg, Pb, and Mn, with Hg being the most important contributor to the mixture effect.
先天性心脏病(CHD)是最常见的先天性畸形,具有复杂的病因,环境因素起着重要作用。关于产前接触选定重金属及其与 CHD 风险之间关联的大型流行病学研究很少,联合效应也不为人所知。
研究产前暴露于选定重金属与 CHD 风险之间的关联。
采用电感耦合等离子体质谱法(ICP-MS)测定 303 例 CHD 病例和 303 例健康对照者的母血浆中砷、镉、汞、铅和锰的浓度,这些病例和对照者均来自中国的 8 家医院。采用广义线性混合模型(GLMM)和贝叶斯核机器回归(BKMR)拟合评估金属浓度对 CHD 的个体和联合作用。
在 GLMM 中,两种金属浓度均与 CHD 风险增加显著相关[校正比值比(95%置信区间):汞,2.88(1.22-6.77);铅,2.74(1.00-7.57)]。在 BKMR 中,当五种金属的浓度处于第 40 百分位数或更高水平时,与当所有金属浓度均低于第 35 百分位数时相比,CHD 风险随着混合物水平的升高而增加,而汞是导致混合物效应的主要金属。在 BKMR 中观察到汞和铅之间的相互作用。
使用妊娠中期或晚期母血浆中获得的金属浓度作为暴露标志物,我们发现 CHD 风险随着 As、Cd、Hg、Pb 和 Mn 混合物水平的升高而增加,Hg 是混合物效应的最重要贡献者。