Am J Epidemiol. 2021 Sep 1;190(9):1803-1813. doi: 10.1093/aje/kwab065.
Autism spectrum disorder, which is characterized by impaired social communication and stereotypic behaviors, affects 1%-2% of children. Although prenatal exposure to toxicants has been associated with autistic behaviors, most studies have been focused on shifts in mean behavior scores. We used Bayesian quantile regression to assess the associations between log2-transformed toxicant concentrations and autistic behaviors across the distribution of behaviors. We used data from the Maternal-Infant Research on Environmental Chemicals study, a pan-Canadian cohort (2008-2011). We measured metal, pesticide, polychlorinated biphenyl, phthalate, bisphenol-A, and triclosan concentrations in blood or urine samples collected during the first trimester of pregnancy. Using the Social Responsiveness Scale (SRS), in which higher scores denote more autistic-like behaviors, autistic behaviors were assessed in 478 children aged 3-4 years old. Lead, cadmium, and most phthalate metabolites were associated with mild increases in SRS scores at the 90th percentile of the SRS distribution. Manganese and some pesticides were associated with mild decreases in SRS scores at the 90th percentile of the SRS distribution. We identified several monotonic trends in which associations increased in magnitude from the bottom to the top of the SRS distribution. These results suggest that quantile regression can reveal nuanced relationships and, thus, should be more widely used by epidemiologists.
自闭症谱系障碍,其特征为社交沟通和刻板行为受损,影响 1%-2%的儿童。虽然产前接触毒物与自闭症行为有关,但大多数研究都集中在平均行为评分的变化上。我们使用贝叶斯分位数回归来评估行为分布范围内对数转换后的毒物浓度与自闭症行为之间的关联。我们使用了环境化学物质母婴研究(Mater nal-Infant Research on Environmental Chemicals study)的数据,这是一个全加拿大队列(2008-2011 年)。我们在妊娠早期测量了血液或尿液样本中的金属、农药、多氯联苯、邻苯二甲酸盐、双酚 A 和三氯生浓度。使用社会反应量表(Social Responsiveness Scale,SRS),其中分数越高表示自闭症行为越相似,我们评估了 478 名 3-4 岁儿童的自闭症行为。在 SRS 分布的第 90 百分位数处,铅、镉和大多数邻苯二甲酸盐代谢物与 SRS 评分的轻度升高有关。锰和一些农药与 SRS 分布的第 90 百分位数处的 SRS 评分轻度下降有关。我们发现了一些单调趋势,即关联从 SRS 分布的底部到顶部逐渐增大。这些结果表明,分位数回归可以揭示细微的关系,因此应该更广泛地被流行病学家使用。