Department of Environmental and Occupational Health Sciences, 4225 Roosevelt Way NE, University of Washington (UW), Seattle, WA, 95105, USA.
Department of Epidemiology, 1959 NE Pacific Street, Box 357236, UW, Seattle, WA, 98195, USA.
Environ Res. 2020 Apr;183:109075. doi: 10.1016/j.envres.2019.109075. Epub 2019 Dec 23.
Prenatal and early life air pollution exposure may impair healthy neurodevelopment, increasing risk of childhood behavioral disorders, but epidemiological evidence is inconsistent. Little is known about factors that determine susceptibility.
Participants were mother-child dyads from the CANDLE study, an ECHO PATHWAYS Consortium birth cohort set in the mid-South United States, who completed a preschool visit. We estimated prenatal and childhood exposures to nitrogen dioxide (NO) and particulate matter less than 10 μm (PM) at participants' residences using a national annual average universal kriging model (land-use regression with spatial smoothing). Distance to nearest major roadway was used as a proxy for traffic-related pollution. Primary outcomes were children's internalizing and externalizing behavior problems. Regression models were adjusted for individual- and neighborhood-level socioeconomic measures, maternal IQ, and multiple other potential confounders. We tested for effect modification by select maternal and child characteristics.
The analytic sample (N = 975 of 1503 enrolled) was 64% African American and 53% had a household annual income below $35,000; child mean age was 4.3 years (SD: 0.4). Mean prenatal NO and PM exposures were 12.0 ppb (SD: 2.4) and 20.8 μg/m3 (SD: 2.0); postnatal exposures were lower. In fully adjusted models, 2 ppb higher prenatal NO was positively associated with externalizing behavior (6%; 95% CI: 1, 11%). Associations with postnatal exposure were stronger (8% per 2 ppb NO; 95%CI: 0, 16%). Prenatal NO exposure was also associated with an increased odds of clinically significant internalizing and externalizing behaviors. We found suggestive evidence that socioeconomic adversity and African American race increases susceptibility. PM and road proximity were not associated with outcomes.
Findings showed that air pollution exposure is positively associated with child behavior problems and that African American and low SES children may be more susceptible. Importantly, associations were observed at exposures below current air quality standards.
产前和生命早期的空气污染暴露可能会损害儿童健康的神经发育,增加儿童期行为障碍的风险,但流行病学证据并不一致。目前尚不清楚决定易感性的因素有哪些。
参与者是来自 CANDLE 研究的母婴对子,这是美国中南部 ECHO PATHWAYS 联盟的一个出生队列研究,他们在学龄前完成了一次访问。我们使用全国年度平均通用克立格模型(具有空间平滑的土地利用回归)来估计参与者居住地的产前和儿童时期的二氧化氮(NO)和小于 10μm 的颗粒物(PM)暴露情况。到最近的主要道路的距离被用作交通相关污染的代理。主要结果是儿童的内化和外化行为问题。回归模型调整了个体和邻里层面的社会经济措施、母亲的智商和其他多个潜在混杂因素。我们还测试了特定的母亲和儿童特征是否存在影响修饰作用。
分析样本(在 1503 名入组者中,有 975 名)的 64%是非洲裔美国人,53%的家庭年收入低于 35000 美元;儿童平均年龄为 4.3 岁(标准差:0.4)。产前 NO 和 PM 的平均暴露水平分别为 12.0 ppb(标准差:2.4)和 20.8 μg/m3(标准差:2.0);出生后的暴露水平较低。在完全调整的模型中,产前 NO 每增加 2 ppb 与外化行为呈正相关(6%;95%CI:1,11%)。与产后暴露的关联更强(每增加 2 ppbNO 增加 8%;95%CI:0,16%)。产前 NO 暴露也与内化和外化行为问题的临床显著增加有关。我们发现有证据表明,社会经济劣势和非裔美国人种族增加了易感性。PM 和道路接近度与结果无关。
研究结果表明,空气污染暴露与儿童行为问题呈正相关,而非裔美国人和社会经济地位较低的儿童可能更容易受到影响。重要的是,在低于当前空气质量标准的暴露水平下也观察到了关联。