Li Ziyi, Song Xue, Turay Daniel Abdul Karim, Chen Yanling, Zhao Guohong, Jiang Yingtong, Zhou Kun, Ji Xiaoming, Zhang Xiaoling, Chen Minjian
State Key Laboratory of Reproductive Medicine, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, China.
Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China.
Toxics. 2025 Mar 5;13(3):187. doi: 10.3390/toxics13030187.
Chemicals in personal care and consumer products are suspected to disrupt endocrine function and affect reproductive health. However, the link between mixed exposure and long-term amenorrhea is not well understood. This study analyzed data from 684 women (2013-2018 National Health and Nutrition Examination Survey) to assess exposure to eight polyfluorinated alkyl substances (PFASs), 15 phthalates (PAEs), six phenols, and four parabens. Various statistical models for robustness tests and mediation analysis were used to explore associations with long-term amenorrhea and the role of serum globulin. Biological mechanisms were identified through an integrated strategy involving target analysis of key chemicals and long-term amenorrhea intersections, pathway analysis, and target validation. Results showed that women with long-term amenorrhea had higher exposure levels of Perfluorodecanoic acid, Perfluorohexane sulfonic acid (PFHxS), Perfluorononanoic acid, n-perfluorooctanoic acid (n_PFOA), n-perfluorooctane sulfonic acid, and Perfluoromethylheptane sulfonic acid isomers. Logistic regression with different adjustments consistently found significant associations between elevated PFAS concentrations and increased long-term amenorrhea risk, confirmed by Partial Least Squares Discriminant Analysis. Mediation analysis revealed that serum globulin partially mediated the relationship between PFAS exposure and long-term amenorrhea. Network and target analysis suggested that PFHxS and n_PFOA may interact with Signal Transducer and Activator of Transcription 3 (STAT3). This study highlights significant associations between PFAS exposure, particularly PFHxS and n_PFOA, and long-term amenorrhea, with serum globulin and STAT3 serving as mediators in the underlying mechanisms.
个人护理和消费品中的化学物质被怀疑会扰乱内分泌功能并影响生殖健康。然而,混合暴露与长期闭经之间的联系尚未得到充分理解。本研究分析了684名女性的数据(2013 - 2018年国家健康和营养检查调查),以评估其对八种多氟烷基物质(PFASs)、15种邻苯二甲酸盐(PAEs)、六种酚类和四种对羟基苯甲酸酯的暴露情况。使用各种统计模型进行稳健性检验和中介分析,以探索与长期闭经的关联以及血清球蛋白的作用。通过一种综合策略确定生物学机制,该策略包括关键化学物质和长期闭经交叉点的靶标分析、通路分析和靶标验证。结果显示,长期闭经的女性全氟癸酸、全氟己烷磺酸(PFHxS)、全氟壬酸、正全氟辛酸(n_PFOA)、正全氟辛烷磺酸和全氟甲基庚烷磺酸异构体的暴露水平较高。不同调整的逻辑回归一致发现PFAS浓度升高与长期闭经风险增加之间存在显著关联,偏最小二乘判别分析证实了这一点。中介分析表明,血清球蛋白部分介导了PFAS暴露与长期闭经之间的关系。网络和靶标分析表明,PFHxS和n_PFOA可能与信号转导和转录激活因子3(STAT3)相互作用。本研究强调了PFAS暴露,特别是PFHxS和n_PFOA与长期闭经之间的显著关联,血清球蛋白和STAT3在潜在机制中起中介作用。