From the Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA.
Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Epidemiology. 2023 Jan 1;34(1):150-161. doi: 10.1097/EDE.0000000000001547. Epub 2022 Sep 22.
Previous studies have linked environmental exposures with anti-Müllerian hormone (AMH), a marker of ovarian reserve. However, associations with multiple environment factors has to our knowledge not been addressed.
We included a total of 2,447 premenopausal women in the Nurses' Health Study II (NHSII) who provided blood samples during 1996-1999. We selected environmental exposures linked previously with reproductive outcomes that had measurement data available in NHSII, including greenness, particulate matter, noise, outdoor light at night, ultraviolet radiation, and six hazardous air pollutants (1,3-butadiene, benzene, diesel particulate matter, formaldehyde, methylene chloride, and tetrachloroethylene). For these, we calculated cumulative averages from enrollment (1989) to blood draw and estimated associations with AMH in adjusted single-exposure models, principal component analysis (PCA), and hierarchical Bayesian kernel machine regression (BKMR).
Single-exposure models showed negative associations of AMH with benzene (percentage reduction in AMH per interquartile range [IQR] increase = 5.5%, 95% confidence interval [CI] = 1.0, 9.8) and formaldehyde (6.1%, 95% CI = 1.6, 10). PCA identified four major exposure patterns but only one with high exposure to air pollutants and light at night was associated with lower AMH. Hierarchical BKMR pointed to benzene, formaldehyde, and greenness and suggested an inverse joint association with AMH (percentage reduction comparing all exposures at the 75th percentile to median = 8.2%, 95% CI = 0.7, 15.1). Observed associations were mainly among women above age 40.
We found exposure to benzene and formaldehyde to be consistently associated with lower AMH levels. The associations among older women are consistent with the hypothesis that environmental exposures accelerate reproductive aging.
先前的研究将环境暴露与抗苗勒管激素(AMH)联系起来,AMH 是卵巢储备的标志物。然而,我们所知,目前还没有研究多个环境因素与 AMH 之间的关系。
我们共纳入了参加护士健康研究 II (NHSII)的 2447 名绝经前女性,这些女性在 1996 年至 1999 年期间提供了血液样本。我们选择了先前与生殖结局相关的环境暴露因素,这些因素在 NHSII 中有可测量的数据,包括绿化程度、颗粒物、噪声、夜间室外光、紫外线辐射和六种有害空气污染物(1,3-丁二烯、苯、柴油颗粒物、甲醛、二氯甲烷和四氯乙烯)。对于这些因素,我们从入组(1989 年)到采血时计算了累积平均值,并在调整后的单一暴露模型、主成分分析(PCA)和分层贝叶斯核机器回归(BKMR)中估计了它们与 AMH 的相关性。
单一暴露模型显示,AMH 与苯(每四分位距 [IQR] 增加 1 时 AMH 降低百分比=5.5%,95%置信区间 [CI] =1.0,9.8)和甲醛(6.1%,95% CI =1.6,10)呈负相关。PCA 确定了四个主要的暴露模式,但只有一个高暴露于空气污染物和夜间光与 AMH 降低相关。分层 BKMR 指出了苯、甲醛和绿化程度,并表明与 AMH 呈反向联合关联(与中位数相比,所有暴露在第 75 百分位数时的 AMH 降低百分比=8.2%,95% CI =0.7,15.1)。观察到的相关性主要在年龄大于 40 岁的女性中。
我们发现,接触苯和甲醛与 AMH 水平降低持续相关。在年龄较大的女性中观察到的关联与环境暴露加速生殖衰老的假设一致。