Division of Epidemiology, School of Public Health, University of California Berkeley, Berkeley, California, USA.
Western States Pediatric Environmental Health Specialty Unit, University of California San Francisco, San Francisco, California, USA.
Environ Health Perspect. 2023 Mar;131(3):37007. doi: 10.1289/EHP10812. Epub 2023 Mar 13.
Because fine particulate matter [PM, with aerodynamic diameter ()] is a ubiquitous environmental exposure, small changes in cognition associated with exposure could have great societal costs. Prior studies have demonstrated a relationship between exposure and cognitive development in urban populations, but it is not known whether these effects are similar in rural populations and whether they persist into late childhood.
In this study, we tested for associations between prenatal exposure and both full-scale and subscale measures of IQ among a longitudinal cohort at age 10.5 y.
This analysis used data from 568 children enrolled in the Center for the Health Assessment of Mothers and Children of Salinas (CHAMACOS), a birth cohort study in California's agricultural Salinas Valley. Exposures were estimated at residential addresses during pregnancy using state of the art, modeled surfaces. IQ testing was performed by bilingual psychometricians in the dominant language of the child.
A higher average over pregnancy was associated with full-scale IQ points [95% confidence interval (CI): , ], with decrements specifically in Working Memory IQ (WMIQ) and Processing Speed IQ (PSIQ) subscales [WMIQ (95% CI: , ) and PSIQ (95% CI: , 0.16)]. Flexible modeling over the course of pregnancy illustrated mid-to-late pregnancy (months 5-7) as particularly susceptible times, with sex differences in the timing of susceptible windows and in which subscales were most affected [Verbal Comprehension IQ (VCIQ) and WMIQ in males; and PSIQ in females].
We found that small increases in outdoor exposure were associated with slightly lower IQ in late childhood, robust to many sensitivity analyses. In this cohort there was a larger effect of on childhood IQ than has previously been observed, perhaps due to differences in PM composition or because developmental disruption could alter the cognitive trajectory and thus appear more pronounced as children get older. https://doi.org/10.1289/EHP10812.
由于细颗粒物(PM,空气动力学直径为 )是一种无处不在的环境污染物,与 暴露相关的认知能力的微小变化可能会带来巨大的社会成本。先前的研究表明,城市人口的 暴露与认知发展之间存在关联,但尚不清楚这些影响在农村人口中是否相似,以及它们是否会持续到儿童后期。
在这项研究中,我们在 10.5 岁的纵向队列中测试了产前 暴露与全量表智商和子量表智商之间的关联。
本分析使用了加利福尼亚州农业萨利纳斯谷中 CHAMACOS(母亲和儿童健康评估中心)出生队列研究中的 568 名儿童的数据。在怀孕期间,使用最先进的建模 面来估计居住地址的暴露情况。双语心理计量学家使用儿童的主导语言进行智商测试。
怀孕期间平均 水平较高与全量表智商分数相关(95%置信区间:,),具体表现为工作记忆智商(WMIQ)和处理速度智商(PSIQ)子量表的分数下降(WMIQ (95%置信区间:,)和 PSIQ (95%置信区间:,))。怀孕期间的灵活建模说明了从中期到后期怀孕(第 5-7 个月)是特别敏感的时期,易感窗口的时间和受影响最大的子量表存在性别差异[男性的言语理解智商(VCIQ)和 WMIQ;女性的 PSIQ)]。
我们发现,户外 暴露的小幅度增加与儿童后期的智商略低有关,这在许多敏感性分析中都是稳健的。在该队列中, 对儿童智商的影响大于以前观察到的,这可能是由于 PM 成分的差异,或者是由于发育中断可能会改变认知轨迹,从而随着儿童年龄的增长而显得更加明显。https://doi.org/10.1289/EHP10812.