Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
University of Granada, Center for Biomedical Research (CIBM), Spain; Instituto de Investigación Biosanitaria Ibs GRANADA, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), 18100, Spain.
Environ Int. 2021 Jun;151:106440. doi: 10.1016/j.envint.2021.106440. Epub 2021 Feb 25.
Parental preconception exposure to select phenols and phthalates was previously associated with increased risk of preterm birth in single chemical analyses. However, the joint effect of phenol and phthalate mixtures on preterm birth is unknown.
We included 384 female and 211 male (203 couples) participants seeking infertility treatment in the Environment and Reproductive Health (EARTH) Study who gave birth to 384 singleton infants between 2005 and 2018. Mean preconception urinary concentrations of bisphenol A (BPA), parabens, and eleven phthalate biomarkers, including di(2-ethylhexyl) phthalate (DEHP) metabolites, were examined. We used principal component analysis (PCA) with log-Poisson regression and Probit Bayesian Kernel Machine Regression (BKMR) with hierarchical variable selection to examine maternal and paternal phenol and phthalate mixtures in relation to preterm birth. Couple-based BKMR model was fit to assess couples' joint mixtures in relation to preterm birth.
PCA identified the same four factors for maternal and paternal preconception mixtures. Each unit increase in PCA scores of maternal (adjusted Risk Ratio (aRR): 1.36, 95%CI: 1.00, 1.84) and paternal (aRR: 1.47, 95%CI: 0.90, 2.42) preconception DEHP-BPA factor was positively associated with preterm birth. Maternal and paternal BKMR models consistently presented the DEHP-BPA factor with the highest group Posterior Inclusion Probability (PIP). BKMR models further showed that maternal preconception BPA and mono(2-ethyl-5-hydroxyhexyl) phthalate, and paternal preconception mono(2-ethylhexyl) phthalate were positively associated with preterm birth when the remaining mixture components were held at their median concentrations. Couple-based BKMR models showed a similar relative contribution of paternal (PIP: 61%) and maternal (PIP: 77%) preconception mixtures on preterm birth. We found a positive joint effect on preterm birth across increasing quantiles of couples' total mixture concentrations.
In this prospective cohort of subfertile couples, maternal BPA and DEHP, and paternal DEHP exposure before conception were positively associated with preterm birth. Both parental windows jointly contributed to the outcome. These results suggest that preterm birth may be a couple-based pregnancy outcome.
先前的单一化学分析表明,父母在受孕前接触某些酚类和邻苯二甲酸酯会增加早产的风险。然而,酚类和邻苯二甲酸酯混合物对早产的联合作用尚不清楚。
我们纳入了 384 名女性和 211 名男性(203 对夫妇)参与者,他们在 2005 年至 2018 年间在环境与生殖健康(EARTH)研究中寻求不孕治疗,并生育了 384 名单胎婴儿。检测了双酚 A(BPA)、对羟基苯甲酸酯和 11 种邻苯二甲酸酯生物标志物(包括邻苯二甲酸二(2-乙基己基)酯(DEHP)代谢物)的孕前尿液浓度。我们使用主成分分析(PCA)结合对数泊松回归和概率贝叶斯核机器回归(BKMR)结合分层变量选择,研究母体和父体酚类和邻苯二甲酸酯混合物与早产的关系。我们拟合了基于夫妇的 BKMR 模型,以评估夫妇联合混合物与早产的关系。
PCA 确定了母体和父体受孕前混合物的相同四个因素。母体(调整后的风险比[aRR]:1.36,95%置信区间[CI]:1.00,1.84)和父体(aRR:1.47,95%CI:0.90,2.42)受孕前 DEHP-BPA 因素的 PCA 得分每增加一个单位,与早产呈正相关。母体和父体 BKMR 模型均显示 DEHP-BPA 因素的总体后验包含概率(PIP)最高。BKMR 模型进一步表明,当其余混合物成分保持在中位数浓度时,母体受孕前 BPA 和单(2-乙基-5-羟基己基)邻苯二甲酸酯以及父体受孕前单(2-乙基己基)邻苯二甲酸酯与早产呈正相关。基于夫妇的 BKMR 模型显示,父体(PIP:61%)和母体(PIP:77%)受孕前混合物对早产的相对贡献相似。我们发现夫妇总混合物浓度增加的各个分位数上存在早产的正联合效应。
在这个有生育问题的夫妇的前瞻性队列中,母体 BPA 和 DEHP 以及父体 DEHP 暴露与早产呈正相关。父母双方在受孕前的共同作用都导致了这一结果。这些结果表明,早产可能是一种基于夫妇的妊娠结局。