Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, United States of America.
Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, United States of America.
Environ Int. 2019 May;126:355-362. doi: 10.1016/j.envint.2019.02.025. Epub 2019 Feb 28.
We have previously investigated whether urinary concentrations of bisphenol A (BPA), parabens, and phthalate metabolites were individually associated with reproductive outcomes among women undergoing in vitro fertilization (IVF) treatment. However, humans are typically exposed to many man-made chemicals simultaneously. Thus, investigating one chemical at a time may not represent the effect of mixtures.
To investigate whether urinary concentrations of BPA, parabens, and phthalate metabolite mixtures are associated with reproductive outcomes among women undergoing IVF.
This prospective cohort study included 420 women contributing 648 IVF cycles who provided up to two urine samples per cycle prior to oocyte retrieval (N = 1145) between 2006 and 2017 at the Massachusetts General Hospital Fertility Center, and had available urine biomarker data. Urinary concentrations of BPA, parabens, and phthalate metabolites were quantified using isotope-dilution tandem mass spectrometry. Intermediate and clinical end-points of IVF treatments were abstracted from electronic medical records. Principal component analysis (PCA) and Bayesian kernel machine regression (BKMR) were used to identify main patterns of BPA, parabens, and phthalate metabolites concentrations. We used generalized linear mixed models to evaluate the association between PCA-derived factor scores, in quartiles, and IVF outcomes, using random intercepts to account for multiple IVF cycles and adjusting for known confounders. Because of temporal trends in exposure, we conducted a sensitivity analysis restricted to women who underwent IVF cycles in the earlier years of study (2006-2012).
Urinary concentrations of BPA, parabens, and most phthalate metabolites were significantly lower during the second half of the study period (2013-2017) than during the first half (2006-2012). None of the three factors derived from the PCA [di(2-ethylhexyl) phthalate (DEHP), non-DEHP, and paraben] was associated with IVF outcomes in the main analyses. Similarly, BKRM analyses did not identify any associations of individual urinary concentrations of BPA, paraben and phthalate metabolites with IVF outcomes while accounting for correlation between exposures. However, in sensitivity analyses restricted to women who underwent IVF cycles from 2006 to 2012, where concentrations of most phthalates and phenols were higher, there were decreases in implantation, clinical pregnancy, and live birth across quartiles of the DEHP factor. Specifically, women in the highest quartile of the DEHP factor had, on average, lower probabilities of implantation (-22% p, trend = 0.08), clinical pregnancy (-24% p, trend = 0.14), and live birth (-38% p, trend = 0.06) compared to women in the lowest quartile. Among this group of women, BKMR results did not identify any single contributor driving the decreased probabilities of live birth within the DEHP factor.
We confirmed that women undergoing IVF are concurrently exposed to multiple endocrine disrupting chemicals (EDCs). While we found no overall significant associations, we observed diminished pregnancy success with specific clusters of chemicals among women who underwent IVF cycles in earlier years of study, when urinary concentrations of these EDCs were higher.
我们之前研究了在接受体外受精 (IVF) 治疗的女性中,尿液中双酚 A(BPA)、对羟基苯甲酸酯和邻苯二甲酸代谢物的浓度是否与生殖结局单独相关。然而,人类通常同时接触许多人造化学物质。因此,一次研究一种化学物质可能无法代表混合物的影响。
研究尿液中 BPA、对羟基苯甲酸酯和邻苯二甲酸代谢物混合物浓度与接受 IVF 的女性生殖结局的关系。
这项前瞻性队列研究纳入了 420 名女性,她们在 2006 年至 2017 年期间在马萨诸塞州总医院生育中心进行了多达两次的 IVF 周期,每个周期在取卵前提供了两次尿液样本(N=1145),并获得了可用的尿液生物标志物数据。使用同位素稀释串联质谱法定量测定 BPA、对羟基苯甲酸酯和邻苯二甲酸代谢物的浓度。从电子病历中提取 IVF 治疗的中间和临床终点。主成分分析 (PCA) 和贝叶斯核机器回归 (BKMR) 用于识别 BPA、对羟基苯甲酸酯和邻苯二甲酸代谢物浓度的主要模式。我们使用广义线性混合模型,使用随机截距来考虑多个 IVF 周期,并调整已知混杂因素,评估 PCA 衍生因子得分在四分位数之间与 IVF 结局的关联。由于暴露存在时间趋势,我们对在研究早期(2006-2012 年)进行 IVF 周期的女性进行了敏感性分析。
在研究的后半段(2013-2017 年),尿液中 BPA、对羟基苯甲酸酯和大多数邻苯二甲酸代谢物的浓度明显低于前半段(2006-2012 年)。PCA 得到的三个因素[邻苯二甲酸二(2-乙基己基)酯(DEHP)、非 DEHP 和对羟基苯甲酸酯]均与主要分析中的 IVF 结局无关。同样,BKRM 分析在考虑到暴露之间的相关性时,也没有发现 BPA、对羟基苯甲酸酯和邻苯二甲酸代谢物的个体尿液浓度与 IVF 结局的任何关联。然而,在仅包括 2006 年至 2012 年进行 IVF 周期的女性的敏感性分析中,当大多数邻苯二甲酸酯和酚类的浓度较高时,DEHP 因子的各个四分位数与植入率、临床妊娠率和活产率呈下降趋势。具体来说,与最低四分位的女性相比,DEHP 因子最高四分位的女性的植入率(-22%,趋势=0.08)、临床妊娠率(-24%,趋势=0.14)和活产率(-38%,趋势=0.06)较低。在这群女性中,BKMR 结果没有确定 DEHP 因子中降低活产率的任何单一因素。
我们证实,接受 IVF 的女性同时接触多种内分泌干扰化学物质 (EDC)。虽然我们没有发现总体显著关联,但在研究早期进行 IVF 周期的女性中,当这些 EDC 的尿液浓度较高时,我们观察到特定化学物质簇与妊娠成功率降低之间存在关联。