Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, 1995 University Ave, Berkeley, CA, USA.
Department of Epidemiology, Biostatistics and Occupational Health, McGill University, 1020 Pine Avenue West, Room 42, Montreal, Quebec, Canada.
Environ Int. 2018 Apr;113:122-132. doi: 10.1016/j.envint.2018.01.016. Epub 2018 Feb 6.
Pregnant women may be co-exposed to multiple insecticides in regions where both pyrethroids and dichlorodiphenyltrichloroethane (DDT) are used for indoor residual spraying (IRS) for malaria control. Despite the potential for adverse effects on offspring, there are few studies in areas where IRS is currently used and little is known about the effects of pyrethroids on children's health.
We investigated the relationship between concentrations of four urinary pyrethroid metabolites in urine and organochlorine pesticide concentrations in maternal blood collected near delivery on body weight and body composition among children ≤2 years old participating in the prospective South Africa VHEMBE birth cohort (N = 708). We used measurements of length/height and weight collected at 1 and 2 years of age to calculate body mass index (BMI)-for-age, weight-for-age, and weight-for-height z-scores based on World Health Organization standards. We fit separate single-pollutant mixed effects models for each exposure of interest and also stratified by sex. We also fit all analyte concentrations jointly by using a Bayesian kernel machine regression (BKMR) statistical method to assess variable importance of each analyte and to explore the potential for joint effects of the multiple exposures.
Single-pollutant linear mixed effects models showed that, among girls only, p,p'-DDT was associated with higher BMI-for-age (adjusted [a]β = 0.22 [95% CI: 0.10, 0.35]; sex interaction p-value = 0.001), weight-for-height (aβ = 0.22 [95% CI: 0.09, 0.34]; sex interaction p-value = 0.002), and weight-for-age (aβ = 0.17 [95% CI: 0.05, 0.29], sex interaction p-value = 0.01). Although single-pollutant models suggested that p,p'-DDT and dichlorodiphenyldichloroethylene (p,p'-DDE) were also associated with these outcomes in girls, p,p'-DDE was no longer associated in multi-pollutant models with BKMR. The pyrethroid metabolites cis-(2,2-dibromovinyl)-2,2-dimethylcyclopropane-1-carboxylicacid (cis-DBCA) and trans-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane carboxylic acid (trans-DCCA) were inversely related to BMI-for-age and weight-for-height overall; however, results suggested that weight-for-age and weight-for-height associations for trans-DCCA (sex interaction p-value = 0.02; p-value = 0.13) and cis-DCCA (sex interaction p-value = 0.02; p-value = 0.08) were strongest and most consistent in boys relative to girls. BKMR also revealed joint effects from the chemical mixture. For instance, with increased concentrations of p,p'-DDE, the negative exposure-response relationship for cis-DBCA on BMI-for-age became steeper.
Our single-pollutant and multi-pollutant model results show that maternal serum p,p'-DDT concentration was consistently and positively associated with body composition and body weight in young girls and that maternal urinary pyrethroid metabolite concentrations (particularly cis-DBCA and trans-DCCA) were negatively associated with body weight and body composition in young boys. Joint effects of the insecticide exposure mixture were also apparent, underscoring the importance of using advanced statistical methods to examine the health effects of chemical mixtures.
在使用拟除虫菊酯和滴滴涕(DDT)进行室内残留喷洒(IRS)以控制疟疾的地区,孕妇可能会同时接触多种杀虫剂。尽管已知接触这些杀虫剂会对后代产生不良影响,但在目前使用 IRS 的地区进行的研究很少,并且对拟除虫菊酯对儿童健康的影响知之甚少。
我们研究了在南非 VHEMBE 出生队列(前瞻性研究,n=708)中,接近分娩时采集的母亲血液中的四种尿中拟除虫菊酯代谢物浓度与有机氯农药浓度之间的关系,这些儿童的体重和身体成分都在 2 岁以下。我们使用 1 岁和 2 岁时收集的长度/身高和体重测量值,根据世界卫生组织标准计算体重指数(BMI)-年龄、体重-年龄和体重-身高 z 分数。我们为每个感兴趣的暴露物分别拟合单污染物混合效应模型,并按性别进行分层。我们还通过使用贝叶斯核机器回归(BKMR)统计方法联合拟合所有分析物浓度,以评估每个分析物的变量重要性,并探索多种暴露的潜在联合效应。
单污染物线性混合效应模型表明,仅在女孩中,p,p'-DDT 与更高的 BMI-年龄(调整后[β]β=0.22 [95%置信区间:0.10,0.35];性别交互 p 值=0.001)、体重-身高(β=0.22 [95%置信区间:0.09,0.34];性别交互 p 值=0.002)和体重-年龄(β=0.17 [95%置信区间:0.05,0.29],性别交互 p 值=0.01)有关。尽管单污染物模型表明,p,p'-DDT 和二氯二苯二氯乙烯(p,p'-DDE)也与女孩的这些结果有关,但在多污染物模型中,p,p'-DDE 与 BKMR 不再相关。拟除虫菊酯代谢物顺式-(2,2-二溴乙烯基)-2,2-二甲基环丙烷-1-羧酸(cis-DBCA)和反式-3-(2,2-二氯乙烯基)-2,2-二甲基环丙烷羧酸(trans-DCCA)与 BMI-年龄和体重-身高总体呈负相关;然而,结果表明,trans-DCCA(性别交互 p 值=0.02;p 值=0.13)和 cis-DCCA(性别交互 p 值=0.02;p 值=0.08)与体重-年龄和体重-身高的关联在男孩中最强且最一致。BKMR 还揭示了化学混合物的联合效应。例如,随着 p,p'-DDE 浓度的增加,cis-DBCA 对 BMI-年龄的负暴露反应关系变得更加陡峭。
我们的单污染物和多污染物模型结果表明,母亲血清中 p,p'-DDT 浓度与年轻女孩的身体成分和体重呈一致且正向相关,而母亲尿液中拟除虫菊酯代谢物浓度(特别是 cis-DBCA 和 trans-DCCA)与年轻男孩的体重和身体成分呈负相关。杀虫剂暴露混合物的联合效应也很明显,这强调了使用先进的统计方法来研究化学混合物对健康的影响的重要性。