Zhou Jixing, Tong Juan, Liang Chunmei, Wu Penggui, Ouyang Jiajun, Cai Wenjin, Cheng Lu, Teng Yuzhu, Sheng Jie, Gao Guopeng, Yan Shuangqin, Tao Fangbiao, Tong Shilu, Huang Kun
School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei, 230032, China.
School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, China.
Environ Res. 2025 Feb 15;267:120684. doi: 10.1016/j.envres.2024.120684. Epub 2024 Dec 21.
The developing foetus is particularly sensitive to neurotoxic metals. The placenta is considered an ideal tissue for biomonitoring prenatal cumulative metal exposure. Based on the Ma'anshan Birth Cohort study (MABC) in China, this study investigated associations of non-essential metals and essential metals in placenta, including arsenic (As), cadmium (Cd), mercury (Hg), lead (Pb), cobalt (Co), selenium (Se) and zinc (Zn), with cognitive development in children among 1586 mother-child pairs. Also, we explored potential interactions between the metals and modifying role of the sex. Children's cognitive development was tested at preschool age using the Wechsler Preschool and Primary Scale of Intelligence, Fourth Edition (WPPSI-IV). Analyses used multiple linear regression, Bayesian kernel machine regression (BKMR), the quantile g-computation (Qgcomp), interaction and marginal effects models, and restricted cubic spline in R and STATA. In this study, the geometric means [GMs (SD)] for placental metal concentrations were 8.10 (7.54) ng/g for As, 32.32 (29.20) ng/g for Cd, 11.89 (13.33) ng/g for Hg, 32.21 (28.24) ng/g for Pb, 15.05 (8.91) ng/g for Co, 508.82 (192.35) ng/g for Se, 18481.60 (14030.61) ng/g for Zn. In individual models, placental As levels were negatively associated with the Fluent Reasoning Index (FRI) in the overall sample. Cd levels were negatively associated with the full-scale intelligence quotient (FSIQ), the Verbal Comprehension Index (VCI) and the Visual Spatial Index (VSI). The four metal mixture (As, Cd, Hg and Pb) was negatively associated with FSIQ, VCI, VSI and FRI. Placental Cd and As were the largest contributors to the negative mixture association on the FSIQ. The negative associations of placental As, Cd and Hg with FSIQ in children were gradually attenuated with increasing Zn and Se. After stratifying by sex, the individual and mixture associations between elevated placental non-essential metal exposures and reduced cognitive scores were significant only in boys. Zn and Se were the major contributors to the positive mixture associations on the FSIQ. In summary, prenatal exposure to As, Cd and Hg has sex-specific adverse associations on children's cognitive development. A more accurate assessment of the necessity of prenatal supplementation of micronutrients including Zn and Se is needed.
发育中的胎儿对神经毒性金属尤为敏感。胎盘被认为是生物监测产前累积金属暴露的理想组织。基于中国马鞍山出生队列研究(MABC),本研究调查了1586对母婴中胎盘中非必需金属和必需金属,包括砷(As)、镉(Cd)、汞(Hg)、铅(Pb)、钴(Co)、硒(Se)和锌(Zn)与儿童认知发育之间的关联。此外,我们还探讨了这些金属之间的潜在相互作用以及性别的调节作用。使用韦氏学前及初小儿童智力测验第四版(WPPSI-IV)在学龄前对儿童的认知发育进行测试。分析使用了多重线性回归、贝叶斯核机器回归(BKMR)、分位数g计算(Qgcomp)、交互作用和边际效应模型,以及R和STATA中的受限立方样条。在本研究中,胎盘中金属浓度的几何均值[GMs(SD)]分别为:砷8.10(7.54)ng/g、镉32.32(29.20)ng/g、汞11.89(13.33)ng/g、铅32.21(28.24)ng/g、钴15.05(8.91)ng/g、硒508.82(192.35)ng/g、锌18481.60(14030.61)ng/g。在个体模型中,胎盘中砷水平与总体样本中的流畅推理指数(FRI)呈负相关。镉水平与全量表智商(FSIQ)、言语理解指数(VCI)和视觉空间指数(VSI)呈负相关。四种金属混合物(砷、镉、汞和铅)与FSIQ、VCI、VSI和FRI呈负相关。胎盘中的镉和砷是FSIQ负性混合物关联的最大贡献因素。随着锌和硒含量的增加,胎盘中砷、镉和汞与儿童FSIQ的负相关逐渐减弱。按性别分层后,胎盘中非必需金属暴露升高与认知得分降低之间的个体和混合物关联仅在男孩中显著。锌和硒是FSIQ正性混合物关联的主要贡献因素。总之,产前暴露于砷、镉和汞对儿童认知发育存在性别特异性的不良关联。需要更准确地评估产前补充包括锌和硒在内的微量营养素的必要性。