BIC-ESAT and SKL-ESPC, College of Environmental Science and Engineering, Peking University, Beijing, 100871, China.
BIC-ESAT and SKL-ESPC, College of Environmental Science and Engineering, Peking University, Beijing, 100871, China.
Sci Total Environ. 2018 Nov 15;642:497-504. doi: 10.1016/j.scitotenv.2018.06.075. Epub 2018 Jun 18.
Epidemiological and toxicological studies suggest that exposure to ambient fine particles (PM) can reduce human reproductive capacity. We previously reported, based on spatial epidemiology, that higher levels of PM exposure were associated with a lower fertility rate (FR) in China. However, that study was limited by a lack of temporal variation. Using first-difference regression, we linked temporal changes in FR and PM with adjustment for ecological covariates across 2806 counties in China during 2000-2010. Next, we performed a sensitivity analysis of the variation in the PM-FR association according to (1) geographic region, (2) indicators of the level of development, and (3) PM concentrations. Also, we quantified the reduction in the FR attributable to ambient PM in China for the first time. The FR decreased by 3.3% (1.2%, 5.3%) for each 10 μg/m increment in PM. The association varied significantly among the geographic regions, but not with the level of development. Nonlinearity analysis suggested a linear exposure-response function with an effect threshold of ~8 μg/m. We also found that comparing to the 2000 scenario, increment of PM in 2010 might result in a reduction of 2.50 (2.44, 2.60) infants per 1000 women aged 15-44 years per year in China. Our results confirm the statistical association between ambient particles and FR and suggest that poor air quality may contribute to childlessness in China.
流行病学和毒理学研究表明,暴露于环境细颗粒物(PM)可能会降低人类的生殖能力。我们之前根据空间流行病学报告称,在中国,较高水平的 PM 暴露与较低的生育率(FR)相关。然而,该研究受到缺乏时间变化的限制。我们使用一阶差分回归,将 FR 和 PM 的时间变化与 2000-2010 年期间中国 2806 个县的生态协变量进行了调整。接下来,我们根据(1)地理区域、(2)发展水平指标和(3)PM 浓度,对 PM-FR 关联的变化进行了敏感性分析。此外,我们首次量化了中国环境 PM 对 FR 的影响。PM 每增加 10μg/m,FR 下降 3.3%(1.2%,5.3%)。该关联在地理区域之间存在显著差异,但与发展水平无关。非线性分析表明存在线性暴露反应函数,其效应阈值约为 8μg/m。我们还发现,与 2000 年情景相比,2010 年 PM 的增加可能导致中国每年每 1000 名 15-44 岁的妇女减少 2.50(2.44,2.60)个婴儿。我们的研究结果证实了环境颗粒与 FR 之间的统计学关联,并表明空气质量差可能导致中国的不孕不育。