Department of Occupational Health and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China; Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China; Guangxi Key Laboratory for Genomic and Personalized Medicine, Nanning, Guangxi, China; Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, Guangxi, China.
Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China; Guangxi Key Laboratory for Genomic and Personalized Medicine, Nanning, Guangxi, China; Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, Guangxi, China.
Environ Pollut. 2021 Jun 1;278:116791. doi: 10.1016/j.envpol.2021.116791. Epub 2021 Feb 19.
Previous studies have reported metals exposure contribute to the change of fasting blood glucose (FBG) level. However, the roles of reproductive hormones in their associations have not been fully elucidated. The aim of the study is to investigate the associations of multiple serum metals with reproductive hormones, and to further explore potential roles of reproductive hormones in relationships between metals exposure and FBG level. A total of 1911 Chinese Han men were analyzed by a cross-sectional study. We measured serum levels of 22 metals by inductively coupled plasma mass spectrometer (ICP-MS). FBG, total testosterone (TT), estradiol (E2), follicle stimulating hormone (FSH), and sex hormone-binding globulin (SHBG) levels were determined. Least absolute shrinkage and selection operator (LASSO) regression models were conducted to select important metals, and restricted cubic spline models were then used to estimate dose-response relationships between selected metals and reproductive hormones. We also conducted mediation analyses to evaluate whether reproductive hormones played mediating roles in the associations between metals and FBG. We found significant inverse dose-dependent trends of copper, tin and zinc with E2; zinc with SHBG; copper and nickel with TT, while significant positive dose-dependent trend of iron with E2, respectively. Moreover, approximately inverted U-shaped associations existed between lead and SHBG, iron and TT. In addition, E2, SHBG and TT were negatively associated with FBG level. In mediation analyses, the association of copper with FBG was mediated by E2 and TT, with a mediation ratio of 10.4% and 22.1%, respectively. Furthermore, E2 and SHBG mediated the relationship of zinc with FBG, with a mediation ratio of 7.8% and 14.5%, respectively. E2 mediated 11.5% of positive relationship between tin with FBG. Our study suggested that the associations of metals exposure with FBG may be mediated by reproductive hormones.
先前的研究报告指出,金属暴露会导致空腹血糖(FBG)水平发生变化。然而,生殖激素在其中的作用尚未得到充分阐明。本研究旨在探讨多种血清金属与生殖激素的关系,并进一步探索生殖激素在金属暴露与 FBG 水平之间关系中的潜在作用。本研究采用横断面研究分析了 1911 名汉族男性。我们通过电感耦合等离子体质谱仪(ICP-MS)测量了血清中 22 种金属的水平。测定了 FBG、总睾酮(TT)、雌二醇(E2)、卵泡刺激素(FSH)和性激素结合球蛋白(SHBG)的水平。我们使用最小绝对收缩和选择算子(LASSO)回归模型来选择重要的金属,然后使用限制性立方样条模型来估计选定金属与生殖激素之间的剂量-反应关系。我们还进行了中介分析,以评估生殖激素在金属与 FBG 之间的关联中是否发挥中介作用。我们发现,铜、锡和锌与 E2 呈显著负相关的剂量依赖性趋势;锌与 SHBG 呈负相关;铜和镍与 TT 呈正相关,而铁与 E2 呈显著正相关的剂量依赖性趋势。此外,铅与 SHBG、铁与 TT 之间存在近似倒 U 型关系。此外,E2、SHBG 和 TT 与 FBG 水平呈负相关。在中介分析中,铜与 FBG 的关系是由 E2 和 TT 介导的,其介导比例分别为 10.4%和 22.1%。此外,E2 和 SHBG 介导了锌与 FBG 的关系,其介导比例分别为 7.8%和 14.5%。E2 介导了锡与 FBG 之间正相关的 11.5%。我们的研究表明,金属暴露与 FBG 之间的关联可能是由生殖激素介导的。