Department of Environmental Exposure and Epidemiology, Norwegian Institute of Public Health, P.O. Box 222 Skøyen, 0213 Oslo, Norway.
Research Centre for Toxic Compounds in the Environment, Faculty of Science, Masaryk University, Kamenice; 753/5, 625 00 Brno, Czech Republic.
Environ Int. 2019 Apr;125:33-42. doi: 10.1016/j.envint.2019.01.020. Epub 2019 Jan 28.
Numerous ubiquitous environmental chemicals are established or suspected neurotoxicants, and infants are exposed to a mixture of these during the critical period of brain maturation. However, evidence for associations with the risk of attention-deficit/hyperactivity disorder (ADHD) is sparse. We investigated early-life chemical exposures in relation to ADHD.
We used a birth cohort of 2606 Norwegian mother-child pairs enrolled 2002-2009 (HUMIS), and studied a subset of 1199 pairs oversampled for child neurodevelopmental outcomes. Concentrations of 27 persistent organic pollutants (14 polychlorinated biphenyls, 5 organochlorine pesticides, 6 brominated flame retardants, and 2 perfluoroalkyl substances) were measured in breast milk, reflecting the child's early-life exposures. We estimated postnatal exposures in the first 2 years of life using a pharmacokinetic model. Fifty-five children had a clinical diagnosis of ADHD (hyperkinetic disorder) by 2016, at a median age of 13 years. We used elastic net penalized logistic regression models to identify associations while adjusting for co-exposure confounding, and subsequently used multivariable logistic regression models to obtain effect estimates for the selected exposures.
Breast milk concentrations of perfluorooctane sulfonate (PFOS) and β‑hexachlorocyclohexane (β-HCH) were associated with increased odds of ADHD: odds ratio (OR) = 1.77, 95% confidence interval (CI): 1.16, 2.72 and OR = 1.75, 95% CI: 1.22, 2.53, per interquartile range increase in ln-transformed concentrations, respectively. Stronger associations were observed among girls than boys for PFOS (p = 0.025). p,p'‑Dichlorodiphenyltrichloroethane (p,p'-DDT) levels were associated with lower odds of ADHD (OR = 0.64, 95% CI: 0.42, 0.97). Hexachlorobenzene (HCB) had a non-linear association with ADHD, with increasing risk in the low-level exposure range that switched to a decreasing risk at concentrations above 8 ng/g lipid. Postnatal exposures showed similar results, whereas effect estimates for other chemicals were weaker and imprecise.
In a multi-pollutant analysis of four classes of chemicals, early-life exposure to β-HCH and PFOS was associated with increased risk of ADHD, with suggestion of sex-specific effects for PFOS. The unexpected inverse associations between p,p'-DDT and higher HCB levels and ADHD could be due to live birth bias; alternatively, results may be due to chance findings.
许多无处不在的环境化学物质是已确定或疑似的神经毒物,而婴儿在大脑成熟的关键时期会接触到这些物质的混合物。然而,与注意力缺陷/多动障碍(ADHD)风险相关的证据很少。我们研究了与 ADHD 相关的早期生活中的化学暴露。
我们使用了挪威的一个出生队列 2606 对母婴(HUMIS),并对其中的 1199 对进行了子样本抽样,以研究儿童神经发育结局。在母乳中测量了 27 种持久性有机污染物(14 种多氯联苯、5 种有机氯农药、6 种溴化阻燃剂和 2 种全氟烷基物质)的浓度,反映了儿童的早期生活暴露情况。我们使用药代动力学模型估计了出生后前 2 年的暴露情况。到 2016 年,55 名儿童被临床诊断为 ADHD(多动障碍),中位年龄为 13 岁。我们使用弹性网络惩罚逻辑回归模型来识别关联,同时调整共暴露混杂因素,然后使用多变量逻辑回归模型来获得所选暴露的效应估计值。
母乳中全氟辛烷磺酸(PFOS)和β-六氯环己烷(β-HCH)的浓度与 ADHD 的发病几率增加有关:比值比(OR)=1.77,95%置信区间(CI):1.16,2.72 和 OR=1.75,95%CI:1.22,2.53,分别为 ln 转换浓度的中位数增加。PFOS 对女孩的影响大于男孩(p=0.025)。p,p'-二氯二苯三氯乙烷(p,p'-DDT)水平与 ADHD 的发病几率较低有关(OR=0.64,95%CI:0.42,0.97)。六氯苯(HCB)与 ADHD 呈非线性关联,在低水平暴露范围内呈增加趋势,而在脂质浓度高于 8ng/g 时呈降低趋势。产后暴露也得到了类似的结果,而其他化学物质的效应估计值较弱且不精确。
在四类化学物质的多污染物分析中,早期生活中接触β-HCH 和 PFOS 与 ADHD 的发病风险增加有关,PFOS 存在性别特异性影响的迹象。p,p'-DDT 与较高的 HCB 水平与 ADHD 之间的意外反比关系可能是由于活产偏差所致;或者,结果可能是由于偶然发现。