Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, State Key Laboratory of Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China.
Wuhan Women and Children Medical Care Center, Wuhan, Hubei, People's Republic of China.
Sci Total Environ. 2020 Sep 15;735:139403. doi: 10.1016/j.scitotenv.2020.139403. Epub 2020 May 12.
The excess or deficiency of trace metals can cause adverse neurocognitive development. Evidence of health effect of trace metal mixtures on neurocognitive development is limited in children. We evaluated associations of prenatal exposure to trace metals and metal mixtures with neurocognitive development of 2-year-old children. A total of 544 mother-child pairs were included in the study. The concentrations of 10 trace metals in maternal urine were monitored before delivery. Neurocognitive development indexes, including mental development index (MDI) and psychomotor development index (PDI), were assessed using the Bayley Scales of Infant Development. Linear regression analysis was performed to explore the effects of single-metal and multi-metal exposures. Bayesian Kernel Machine regression (BKMR) was used to investigate overall effect of exposure to metal mixtures and potential interactions among mixture components. We found positive associations of urinary strontium (Sr) and Selenium (Se) levels with MDI scores among all children in the single-metal model. Sr was positively related to MDI, while Manganese (Mn) was negatively associated with PDI in the multi-metal model. The results from BKMR model in girls revealed that MDI scores were improved with the increasing concentrations of Sr, Se and Mn mixture until the concentrations reached their 30th percentiles (Sr: 149.49 μg/g creatinine, Se:18.38 μg/g creatinine, Mn:1.96 μg/g creatinine), with no effect after that threshold level. Sr played a positive role in mental development among mixture components, which was consistent with the results of Sr in the multi-metal models. No signification association of mixture with MDI/PDI was found in boys. The study suggested potential sex-specific association of Sr, Se and Mn mixture levels (at or below their 30th percentiles) with improved mental development, and beneficial role of Sr.
微量元素的过多或缺乏会对神经认知发育产生不良影响。关于微量元素混合物对神经认知发育影响的健康证据在儿童中是有限的。我们评估了产前暴露于痕量金属和金属混合物与 2 岁儿童神经认知发育的关系。本研究共纳入 544 对母婴。在分娩前监测了母亲尿液中 10 种痕量金属的浓度。使用贝利婴幼儿发展量表评估神经认知发育指标,包括精神发育指数(MDI)和心理运动发育指数(PDI)。采用线性回归分析探讨单金属和多金属暴露的影响。贝叶斯核机器回归(BKMR)用于研究金属混合物暴露的总体效应以及混合物成分之间的潜在相互作用。我们发现,在单金属模型中,所有儿童的尿锶(Sr)和硒(Se)水平与 MDI 评分呈正相关。Sr 与 MDI 呈正相关,而 Mn 与 PDI 呈负相关。在女孩的 BKMR 模型结果中,随着 Sr、Se 和 Mn 混合物浓度的增加,MDI 评分得到提高,直到浓度达到第 30 个百分位数(Sr:149.49μg/g 肌酐,Se:18.38μg/g 肌酐,Mn:1.96μg/g 肌酐),超过该阈值后无影响。Sr 在混合物成分的精神发育中发挥了积极作用,这与多金属模型中 Sr 的结果一致。在男孩中,混合物与 MDI/PDI 之间没有显著关联。该研究表明,Sr、Se 和 Mn 混合物水平(低于第 30 个百分位数)与精神发育改善之间存在潜在的性别特异性关联,以及 Sr 的有益作用。