性激素结合球蛋白
医学
体质指数
激素
内科学
横断面研究
全国健康与营养检查调查
贝叶斯多元线性回归
睾酮(贴片)
人口
血脂异常
内分泌学
线性回归
生理学
肥胖
数学
统计
病理
雄激素
环境卫生
作者
Shuai Wang,Zhiyuan Zhang,Jiahao Sun,Haijun Chen,Jiaojiao Gu,Sihan Zhang,Shuhang Zhao,Jinting Liu,Linjiao Jia,Wentao Li
摘要
Background: Ethylene oxide (EO) is an environmental chemical widely used in industry and has been related to various conditions such as dyslipidemia and metabolic syndrome. However, it is not clear what effect EO has on sex hormones. This paper aims to investigate the connection between EO exposure and sex hormones. Methods: EO exposure was assessed by measuring blood levels of hemoglobin adducts of ethylene oxide (HbEO). Based on the National Health and Nutrition Examination Survey (NHANES) 2013-2016 dataset, we assessed linear and nonlinear associations between HbEO and sex hormone levels using weighted multivariate linear regression analyses and weighted generalized additive modeling approaches. We further calculated the threshold effect using a two-piecewise linear regression model. In addition, we performed subgroup analyses. Results: In men, HbEO levels showed a U-shaped relationship with total testosterone (TT) and sex hormone binding globulin (SHBG), with inflection points ln (HbEO) (Natural logarithmic transformed value of HbEO) of 4.12 pmol/g Hb and 3.78 pmol/g Hb, respectively. HbEO levels in women showed an inverted U-shaped relationship with TT, with an inflection point ln (HbEO) of 4.54 pmol/g Hb. However, to the right of the inflection point, the relationship between HbEO and TT was not statistically significant (β =-0.09, 95%CI -0.21, 0.03). Female HbEO levels were negatively correlated with estradiol (E2) (β = -0.11, 95%CI -0.19, -0.03). In addition, we found a positive correlation between HbEO and SHBG in women with a body mass index (BMI) <25(β = 0.12, 95%CI 0.04, 0.20, P for interaction = 0.007). Conclusions: EO exposure leads to altered sex hormone levels in the general U.S. population, and further research is required in the future to validate our findings.
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