Institute of Computational Biology, German Research Center for Environmental Health, Neuherberg, Germany.
Department of Perinatology, Obstetrics and Gynecology, "Polish Mother's Memorial Hospital" Research Institute, Lodz, Poland; Department of Gynecology and Obstetrics, IInd Chair of Gynecology and Obstetrics, Medical University of Lodz, Poland.
Environ Res. 2022 Mar;204(Pt B):112049. doi: 10.1016/j.envres.2021.112049. Epub 2021 Sep 11.
Exposure to environmental factors, such as neurotoxic metals and micronutrients, during critical periods of development can contribute to long-term consequences in offspring's health, including neurodevelopmental outcomes. The aim of this study was to evaluate the association between simultaneous prenatal exposure to metals [lead (Pb), cadmium (Cd), mercury (Hg)] and micronutrients [selenium (Se), zinc (Zn), copper (Cu)] and neurodevelopmental outcomes in school-age children from the Polish Mother and Child Cohort (REPRO_PL). Metals and micronutrients concentrations were measured in cord blood (Pb, Cd, Se, Zn, Cu) and in maternal hair (Hg) collected during the 3rd trimester of pregnancy. Behavioral and emotional problems, as well as children's cognitive and psychomotor development, were assessed in 436 school-age children using the Strengths and Difficulties Questionnaire (SDQ, filled in by the mothers) and the Polish adaptation of the Intelligence and Development Scales (IDS, administered by trained psychologists). Multivariate regression models were applied after imputation of missing values, using two approaches: (i) a joint analysis taking into account all metals and micronutrients simultaneously, and (ii) an ExWAS study (single-exposure model). In the SDQ, Hyperactivity/Inattention problems and Total difficulties were associated with higher Hg concentrations in maternal hair (0.18, 95% CI: 0.05; 0.3; and 0.14, 95% CI: 0.01; 0.3, respectively), whereas Emotional symptoms were inversely associated with Se and Zn levels in cord blood (-0.13, 95% CI: -0.3; 0.004; and -0.10, 95% CI: -0.2; 0.02, respectively). In the IDS, cord blood Pb levels were found to be negatively associated with Fluid and Crystallized IQ (-0.12, 95% CI: -0.3; 0.02; and -0.14, 95% CI: -0.3; 0.007, respectively) as well as Mathematical skills (-0.15, 95% CI: -0.3; 0.01). The current research has been able to simultaneously assess the exposure to various interacting chemicals during the prenatal period. We demonstrate that prenatal co-exposures to Pb, Hg, Zn and Se have long-term influences on the neuropsychological outcome of school-age children.
在发育的关键时期暴露于环境因素(如神经毒性金属和微量元素)可能会对后代的健康产生长期影响,包括神经发育结果。本研究的目的是评估产前同时暴露于金属(铅[Pb]、镉[Cd]、汞[Hg])和微量元素(硒[Se]、锌[Zn]、铜[Cu])与波兰母婴队列(REPRO_PL)中学龄儿童神经发育结果之间的关联。在妊娠第 3 期收集脐带血(Pb、Cd、Se、Zn、Cu)和母亲头发(Hg)以测量金属和微量元素浓度。使用长处和困难问卷(SDQ,由母亲填写)和经过培训的心理学家进行的波兰智力和发育量表(IDS)评估 436 名学龄儿童的行为和情绪问题以及儿童的认知和运动发育。在缺失值插补后,使用两种方法(i)同时考虑所有金属和微量元素的联合分析和(ii)ExWAS 研究(单一暴露模型)应用多元回归模型。在 SDQ 中,多动/注意力不集中问题和总困难与母亲头发中更高的 Hg 浓度相关(0.18,95%CI:0.05;0.3;和 0.14,95%CI:0.01;0.3),而情绪症状与脐带血中的 Se 和 Zn 水平呈负相关(-0.13,95%CI:-0.3;0.004;和-0.10,95%CI:-0.2;0.02)。在 IDS 中,发现脐带血 Pb 水平与流体和结晶智商呈负相关(-0.12,95%CI:-0.3;0.02;和-0.14,95%CI:-0.3;0.007)以及数学技能(-0.15,95%CI:-0.3;0.01)。当前的研究能够同时评估产前期间各种相互作用的化学物质的暴露情况。我们证明,产前同时暴露于 Pb、Hg、Zn 和 Se 会对学龄儿童的神经心理结果产生长期影响。