ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.
Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.
Environ Res. 2022 Nov;214(Pt 2):113891. doi: 10.1016/j.envres.2022.113891. Epub 2022 Jul 15.
Exposure to air pollution may impact neurodevelopment during childhood, but current evidence on the association with cognitive function and mental health is inconclusive and primarily focusses on young children. Therefore, we aim to study the association of exposure to air pollution during pregnancy and childhood, with cognitive function and emotional and behavioral problems in adolescents.
We used data from 5170 participants of a birth cohort in Rotterdam, the Netherlands. Concentrations of fourteen air pollutants at participant's home addresses were estimated during pregnancy and childhood, using land use regression models. We included four cognitive domains (processing speed, working memory, fluid reasoning and verbal intelligence quotient (IQ)) and an estimated full-scale IQ. Internalizing, externalizing, and attention problems were self- and parent-reported. We used linear regression models to assess the association of each air pollutant, with cognitive function and emotional and behavioral problems, adjusting for socioeconomic status and lifestyle characteristics. Then, we performed multipollutant analyses using the Deletion/Substitution/Addition (DSA) algorithm.
Air pollution exposure was not associated with full-scale IQ, working memory, or processing speed. Higher exposure to few air pollutants was associated with higher fluid reasoning and verbal IQ scores (e.g. 0.22 points of fluid reasoning (95%CI 0.00; 0.44) per 1 μg/m increase in organic carbon during pregnancy). Higher exposure to some air pollutants was also associated with less internalizing, externalizing, and attention problems (e.g. -0.27 internalizing problems (95% CI -0.52; -0.02) per each 5 ng/m increase in copper during pregnancy).
Higher exposure to air pollution during pregnancy and childhood was not associated with lower cognitive function or more emotional and behavioral problems in adolescents. Based on previous literature and biological plausibility, the observed protective associations are probably explained by negative residual confounding, selection bias, or chance and do not represent a causal relationship.
暴露于空气污染可能会影响儿童期的神经发育,但目前关于其与认知功能和心理健康之间关联的证据尚无定论,主要集中在幼儿身上。因此,我们旨在研究孕妇和儿童期暴露于空气污染与青少年认知功能和情绪及行为问题的关联。
我们使用了荷兰鹿特丹一项出生队列研究中的 5170 名参与者的数据。使用基于土地利用的回归模型,估算了参与者家庭住址在怀孕期间和儿童期的 14 种空气污染物的浓度。我们纳入了四个认知领域(处理速度、工作记忆、流体推理和言语智商)和一个估计的总智商。内化、外化和注意力问题由自我报告和家长报告。我们使用线性回归模型,在校正社会经济地位和生活方式特征后,评估了每种空气污染物与认知功能和情绪及行为问题之间的关联。然后,我们使用删除/替换/添加(DSA)算法进行多污染物分析。
空气污染暴露与总智商、工作记忆或处理速度无关。少数几种空气污染物的暴露水平升高与流体推理和言语智商得分升高有关(例如,怀孕期间有机碳每增加 1μg/m,流体推理得分增加 0.22 分[95%CI 0.00; 0.44])。某些空气污染物的暴露水平升高也与内化、外化和注意力问题减少有关(例如,怀孕期间铜每增加 5ng/m,内化问题减少 0.27 分[95%CI -0.52; -0.02])。
孕妇和儿童期暴露于空气污染与青少年较低的认知功能或较多的情绪及行为问题无关。基于之前的文献和生物学合理性,观察到的保护关联可能是由负残留混杂、选择偏差或偶然因素造成的,并不代表因果关系。