Tian Tian, Liu Fang, Li Li, Wei Jing, Kayimu Kailibinuer, Fu Yu, Jiang Huahua, Kong Fei, Yang Rui, Wang Yuanyuan, Long Xiaoyu, Qiao Jie
Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China; State Key Laboratory of Female Fertility Promotion, China; National Clinical Research Center for Obstetrics and Gynecology (Peking University Third Hospital), China; Key Laboratory of Assisted Reproduction (Peking University), Ministry of Education, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, China.
Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China; Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Int J Hyg Environ Health. 2025 Jul;268:114620. doi: 10.1016/j.ijheh.2025.114620. Epub 2025 Jul 15.
Infertility is an increasingly global issue, with exposure to various elements linked to female fertility; however, comprehensive studies on the effects of simultaneous exposure to multiple elements are lacking. In this research, we used a nested case-control design within a pre-pregnancy cohort, examining serum samples from 142 infertile women and 139 controls who attempted conception between 2019 and 2022. The study assessed 48 elements using inductively coupled plasma-mass spectrometry and identified key elements affecting infertility risk through advanced statistical techniques, including Elastic Net Regression and Bayesian Kernel Machine Regression (BKMR). The interaction effects of elements were further explored using Generalized Additive Models (GAM), and their impacts on time to pregnancy (TTP) were analyzed through Kaplan-Meier and Cox regression analyses. The findings reveal that higher levels of Cd are positively linked to infertility, while elements like Fe, Cs, Sb, and Y may offer protective effects. Further BKMR analysis indicated that the mixture of identified elements had a combined effect on infertility risk in a nearly linear manner, with Fe and Cd being major contributors. A notable interaction between Cd and Fe was found, where low Fe and high Cd levels were associated with a higher risk of infertility and a longer TTP. Our results suggest that Fe supplementation and reducing Cd exposure could decrease the likelihood of infertility. This study underscores the complex interactions of elemental exposures on reproductive health. These findings highlight the potential need for public health interventions to reduce Cd exposure and promote Fe supplementation for women preparing for pregnancy. Additional research is required to investigate the underlying biological mechanisms and confirm these findings across various populations.
不孕症是一个日益全球化的问题,接触与女性生育能力相关的各种元素会影响生育;然而,关于同时接触多种元素的影响的综合研究却很缺乏。在本研究中,我们在孕前队列中采用巢式病例对照设计,检测了2019年至2022年期间尝试受孕的142名不孕女性和139名对照的血清样本。该研究使用电感耦合等离子体质谱法评估了48种元素,并通过包括弹性网络回归和贝叶斯核机器回归(BKMR)在内的先进统计技术确定了影响不孕风险的关键元素。使用广义相加模型(GAM)进一步探索了元素之间的相互作用,并通过Kaplan-Meier和Cox回归分析分析了它们对怀孕时间(TTP)的影响。研究结果表明,较高水平的镉与不孕呈正相关,而铁、铯、锑和钇等元素可能具有保护作用。进一步的BKMR分析表明,所确定元素的混合物对不孕风险具有几乎呈线性的综合影响,其中铁和镉是主要贡献因素。发现镉和铁之间存在显著的相互作用,低铁和高镉水平与较高的不孕风险和较长的TTP相关。我们的结果表明,补充铁和减少镉暴露可能会降低不孕的可能性。本研究强调了元素暴露对生殖健康的复杂相互作用。这些发现凸显了公共卫生干预措施的潜在必要性,以减少镉暴露并促进为准备怀孕的女性补充铁。需要进一步的研究来调查潜在的生物学机制,并在不同人群中证实这些发现。