Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, USA; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA.
Division of Epidemiology, School of Public Health, University of California, Berkeley, USA.
Environ Res. 2019 Oct;177:108598. doi: 10.1016/j.envres.2019.108598. Epub 2019 Jul 23.
Studies have reported associations between unconventional natural gas development (UNGD) and adverse birth outcomes. None have evaluated potential mediating mechanisms.
To evaluate associations between (1) UNGD and antenatal anxiety and depression and (2) antenatal anxiety and depression and preterm birth (<37 weeks gestation) and reduced term birth weight, (3) stochastic direct and indirect effects of UNGD on preterm birth and term birth weight operating through antenatal anxiety and depression, and (4) effect modification by family-level socioeconomic status.
This retrospective cohort study included mothers without prevalent anxiety or depression at time of conception, who delivered at Geisinger in Pennsylvania between January 2009-January 2013. We assembled phase-specific UNGD activity data from public sources. Mothers were categorized as exposed (quartile 4) or unexposed (quartiles 1-3) based on average daily inverse distance-squared UNGD activity metric between conception and the week prior to anxiety or depression (cases) or the pregnancy-average daily metric (non-cases). We estimated associations with a doubly robust estimator (targeted minimum loss-based estimation) and adjusted for potential individual- and community-level confounding variables.
Analyses included 8,371 births to 7,715 mothers, 12.2% of whom had antenatal anxiety or depression. We found 4.3 additional cases of antenatal anxiety or depression per 100 women (95% CI: 1.5, 7.0) under the scenario where all mothers lived in the highest quartile of UNGD activity versus quartiles 1-3. The risk difference appeared larger among mothers receiving Medical Assistance (indicator of low family income) compared to those who did not, 5.6 (95% CI: 0.5, 10.6) versus 2.9 (95% CI: -0.7, 6.5) additional cases of antenatal anxiety or depression per 100 women. We found no relationship between antenatal anxiety or depression and adverse birth outcomes and no mediation effect either overall or when stratifying by Medical Assistance.
We observed a relationship between UNGD activity and antenatal anxiety and depression, which did not mediate the overall association between UNGD activity and adverse birth outcomes.
已有研究报告了非常规天然气开发(UNGD)与不良生育结局之间的关联,但尚无研究评估潜在的中介机制。
评估(1)UNGD 与产前焦虑和抑郁之间的关联,(2)产前焦虑和抑郁与早产(<37 孕周)和足月出生体重降低之间的关联,(3)通过产前焦虑和抑郁作用于早产和足月出生体重的 UNGD 的随机直接和间接效应,以及(4)家庭社会经济地位的调节作用。
这是一项回顾性队列研究,纳入了 2009 年 1 月至 2013 年 1 月期间在宾夕法尼亚州盖辛格医疗保健系统分娩、受孕时无现有焦虑或抑郁的母亲。我们从公共资源中收集了特定阶段的 UNGD 活动数据。根据受孕至焦虑或抑郁出现前一周(病例)或整个孕期的平均每日反距离平方 UNGD 活动指标,母亲被分为暴露组(四分位距 4 组)或非暴露组(四分位距 1-3 组)。我们使用双重稳健估计器(基于有向最小损失的估计)进行了关联估计,并调整了个体和社区层面的潜在混杂变量。
分析纳入了 8371 名母亲所生的 7715 名婴儿,其中 12.2%的母亲在产前出现焦虑或抑郁。与四分位距 1-3 组相比,所有母亲居住在 UNGD 活动最高四分位距时,每位女性会额外出现 4.3 例产前焦虑或抑郁(95%CI:1.5,7.0)。在接受医疗救助(家庭收入低的指标)的母亲中,这种风险差异更大,每位女性额外出现 5.6(95%CI:0.5,10.6)例产前焦虑或抑郁,而未接受医疗救助的母亲中则额外出现 2.9(95%CI:-0.7,6.5)例。我们没有发现产前焦虑或抑郁与不良生育结局之间存在关联,也没有发现整体或根据医疗救助进行分层时存在中介效应。
我们观察到 UNGD 活动与产前焦虑和抑郁之间存在关联,但这种关联并不能解释 UNGD 活动与不良生育结局之间的总体关联。