Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Environ Health Perspect. 2013 Oct;121(10):1219-24. doi: 10.1289/ehp.1206457. Epub 2013 Aug 9.
A recent meta-analysis based on data from > 7,000 pregnancies reported an association between prenatal polychlorinated biphenyl (PCB)-153 exposure and reduced birth weight. Gestational weight gain, which is associated negatively with PCB levels in maternal and cord blood, and positively with birth weight, could substantially confound this association.
We sought to estimate the influence of gestational weight gain on the association between PCB-153 exposure and birth weight using a pharmacokinetic model.
We modified a recently published pharmacokinetic model and ran Monte Carlo simulations accounting for variability in physiologic parameters and their correlations. We evaluated the pharmacokinetic model by comparing simulated plasma PCB-153 levels during pregnancy to serial measurements in 10 pregnant women from another study population. We estimated the association between simulated plasma PCB-153 levels and birth weight using linear regression models.
The plasma PCB-153 level profiles generated with the pharmacokinetic model were comparable to measured levels in 10 pregnant women. We estimated a 118-g decrease in birth weight (95% CI: -129, -106 g) for each 1-μg/L increase in simulated cord plasma PCB-153, compared with the 150-g decrease estimated based on the previous meta-analysis. The estimated decrease in birth weight was reduced to -6 g (95% CI: -18, 6 g) when adjusted for simulated gestational weight gain.
Our findings suggest that associations previously noted between PCB levels and birth weight may be attributable to confounding by maternal weight gain during pregnancy.
最近的一项基于超过 7000 例妊娠数据的荟萃分析报告称,产前多氯联苯(PCB)-153 暴露与出生体重降低有关。与母体和脐带血中 PCB 水平呈负相关、与出生体重呈正相关的妊娠体重增加,可能会极大地混淆这种关联。
我们试图使用药物代谢动力学模型来估计妊娠体重增加对 PCB-153 暴露与出生体重之间关联的影响。
我们修改了最近发表的药物代谢动力学模型,并进行了蒙特卡罗模拟,考虑了生理参数的变异性及其相关性。我们通过将模拟的妊娠期间血浆 PCB-153 水平与另一研究人群中 10 名孕妇的系列测量值进行比较,来评估药物代谢动力学模型。我们使用线性回归模型来估计模拟血浆 PCB-153 水平与出生体重之间的关联。
该药物代谢动力学模型生成的血浆 PCB-153 水平曲线与 10 名孕妇的实测水平相当。我们估计,与以前的荟萃分析中估计的 150g 降幅相比,模拟脐带血浆 PCB-153 每增加 1μg/L,出生体重下降 118g(95%CI:-129,-106g)。当调整模拟妊娠体重增加时,估计的出生体重下降幅度降至-6g(95%CI:-18,6g)。
我们的研究结果表明,以前报告的 PCB 水平与出生体重之间的关联可能归因于妊娠期间母亲体重增加引起的混杂因素。