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产前接触阿片类药物与儿童神经发育障碍:一项贝叶斯中介分析

Prenatal Exposure to Opioids and Neurodevelopmental Disorders in Children: A Bayesian Mediation Analysis.

作者信息

Wang Shuang, Puggioni Gavino, Wu Jing, Meador Kimford J, Caffrey Aisling, Wyss Richard, Slaughter Jonathan L, Suzuki Etsuji, Ward Kristina E, Lewkowitz Adam K, Wen Xuerong

出版信息

Am J Epidemiol. 2024 Feb 5;193(2):308-322. doi: 10.1093/aje/kwad183.

Abstract

This study explores natural direct and joint natural indirect effects (JNIE) of prenatal opioid exposure on neurodevelopmental disorders (NDDs) in children mediated through pregnancy complications, major and minor congenital malformations, and adverse neonatal outcomes, using Medicaid claims linked to vital statistics in Rhode Island, United States, 2008-2018. A Bayesian mediation analysis with elastic net shrinkage prior was developed to estimate mean time to NDD diagnosis ratio using posterior mean and 95% credible intervals (CrIs) from Markov chain Monte Carlo algorithms. Simulation studies showed desirable model performance. Of 11,176 eligible pregnancies, 332 had ≥2 dispensations of prescription opioids anytime during pregnancy, including 200 (1.8%) having ≥1 dispensation in the first trimester (T1), 169 (1.5%) in the second (T2), and 153 (1.4%) in the third (T3). A significant JNIE of opioid exposure was observed in each trimester (T1, JNIE = 0.97, 95% CrI: 0.95, 0.99; T2, JNIE = 0.97, 95% CrI: 0.95, 0.99; T3, JNIE = 0.96, 95% CrI: 0.94, 0.99). The proportion of JNIE in each trimester was 17.9% (T1), 22.4% (T2), and 56.3% (T3). In conclusion, adverse pregnancy and birth outcomes jointly mediated the association between prenatal opioid exposure and accelerated time to NDD diagnosis. The proportion of JNIE increased as the timing of opioid exposure approached delivery.

摘要

本研究利用2008 - 2018年美国罗德岛州与生命统计数据相关联的医疗补助索赔,探讨产前阿片类药物暴露通过妊娠并发症、严重和轻微先天性畸形以及不良新生儿结局对儿童神经发育障碍(NDD)产生的自然直接效应和联合自然间接效应(JNIE)。开发了一种具有弹性网收缩先验的贝叶斯中介分析方法,以使用马尔可夫链蒙特卡罗算法的后验均值和95%可信区间(CrI)来估计NDD诊断比率的平均时间。模拟研究显示了理想的模型性能。在11,176例符合条件的妊娠中,332例在孕期任何时间有≥2次处方阿片类药物配药,其中200例(1.8%)在孕早期(T1)有≥1次配药,169例(1.5%)在孕中期(T2),153例(1.4%)在孕晚期(T3)。在每个孕期均观察到阿片类药物暴露的显著JNIE(T1,JNIE = 0.97,95% CrI:0.95,0.99;T2,JNIE = 0.97,95% CrI:0.95,0.99;T3,JNIE = 0.96,95% CrI:0.94,0.99)。每个孕期JNIE的比例分别为17.9%(T1)、22.4%(T2)和56.3%(T3)。总之,不良妊娠和分娩结局共同介导了产前阿片类药物暴露与NDD诊断时间加速之间的关联。随着阿片类药物暴露时间接近分娩,JNIE的比例增加。

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本文引用的文献

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