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Assessing the Relation between Plasma PCB Concentrations and Elevated Autistic Behaviour Using Bayesian Predictive Odds Ratios

机译:使用贝叶斯预测几率评估血浆PCB浓度与自闭症行为之间的关系

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Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by impaired social communication and repetitive or stereotypic behaviours. In utero exposure to environmental chemicals, such as polychlorinated biphenyls (PCBs), may play a role in the etiology of ASD. We examined the relation between plasma PCB concentrations measured during pregnancy and autistic behaviours in children aged 3-4 years old in the Maternal-Infant Research on Environmental Chemicals (MIREC) Study, a pregnancy and birth cohort of 538 mother-infant pairs from Canada (enrolled: 2008-2011). We quantified the concentrations of 6 PCB congeners in plasma samples collected during the 1st trimester. At age 3-4 years, caregivers completed the Social Responsiveness Scale-2 (SRS), a valid and reliable measure of children's reciprocal social and repetitive behaviors and restricted interests. We examined SRS scores as both a continuous and binary outcome and calculated Bayesian predictive odds ratios for more autistic behaviour based on a latent variable model with a threshold SRS >60. We found very small and imprecise increases in the mean SRS score for the highest quartile of plasma PCB concentrations compared to the lowest quartile, but these were accompanied by larger increases in the odds of more autistic behaviour. For instance, an average increase of 0.7 [95%CI: -0.8, 2.3] in the mean SRS (Q4 versus Q1) for PCB138 translated to an odds ratio of 1.5 [95%CI: 0.9, 2.3]. In conclusion, we found some evidence that plasma PCB concentrations during pregnancy may be associated with small increases in autistic behaviours in this cohort. Our findings demonstrate the importance of measuring associations between PCBs and autistic behaviour on both continuous and binary scales.
机译:自闭症谱系障碍(ASD)是一种神经发育疾病,其特征是社交沟通受损,重复性或刻板行为。在子宫内接触环境化学物质,例如多氯联苯(PCBs),可能在ASD的病因中起作用。我们在来自加拿大的538对母婴的环境化学的母婴研究(MIREC)研究中,检查了怀孕期间测得的血浆PCB浓度与3-4岁儿童自闭症行为之间的关系(入学时间:2008-2011)。我们量化了在妊娠前三个月血浆样品中6种PCB同类物质的浓度。保育员在3-4岁时完成了社会反应能力量表2(SRS),这是对儿童相互的社交和重复行为以及受限制的利益的有效而可靠的衡量标准。我们基于阈值SRS> 60的潜在变量模型,将SRS评分作为连续结果和二进制结果进行了检查,并针对更自闭症行为计算了贝叶斯预测优势比。我们发现,血浆PCB浓度最高的四分位数与最低四分位数相比,平均SRS得分增长幅度很小且不精确,但是伴随着自闭症行为几率的增加幅度更大。例如,PCB138的平均SRS(Q4对Q1)平均增加0.7 [95%CI:-0.8,2.3],比值比为1.5 [95%CI:0.9,2.3]。总之,我们发现一些证据表明,在该队列中,怀孕期间的血浆PCB浓度可能与自闭症行为的少量增加有关。我们的发现证明了在连续和二进制尺度上测量PCB与自闭症行为之间的关联的重要性。

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