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儿童和青少年(6-19 岁)体内全氟烷基和多氟烷基物质与性激素的关联性。

Association of perfluoroalkyl and polyfluoroalkyl substances with sex hormones in children and adolescents 6-19 Years of age.

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, No.1163 Xinmin Street, Changchun, Jilin, 130021, China.

出版信息

Environ Pollut. 2023 Jul 15;329:121707. doi: 10.1016/j.envpol.2023.121707. Epub 2023 Apr 23.

Abstract

Perfluoroalkyl and polyfluoroalkyl substances (PFAS) have raised concerns regarding sex hormones homeostasis disruption in critical windows including childhood and adolescence, but epidemiological evidence is limited. We aimed to explore the associations of total testosterone (TT), estradiol (E), and sex hormone binding globulin (SHBG) in children and adolescents with PFAS in 921 participants 6-19 years of age from NHANES 2013 to 2016. Multiple linear regression models and Bayesian Kernel Machine Regression (BKMR) models stratified by sex-age and sex-puberty-status groups were performed to explore the associations of the associations of individual or mixture of PFAS with sex hormone levels, respectively. Inverse associations were observed between n-PFOA and SHBG in female adolescents when the exposure was modeled as continuous (β = -0.20, 95% CI -0.33, -0.07) or categorized variable (P for trend = 0.005). In children, inverse associations were observed by BKMR in 6-11-year-old girls of high concentration, and in boys of low concentration of the PFAS mixture with TT. A positive association of PFAS mixture with SHBG was observed in boys. PFOS and PFNA were identified as major contributors to the associations in girls and boys, respectively. Although the 95% credible intervals included the null in adolescents, suggestive negative associations of PFAS mixture with TT and SHBG levels in adolescents aged 12-19 years were found by BKMR. Results by sex-puberty status presented a similar pattern, where significantly inverse associations between PFAS mixture and E were observed in the pubertal. Our findings suggested the associations of either individual or mixture PFAS with decreased TT levels, and increased SHBG levels in U.S. children and adolescents, and with decreased E levels in pubertal individuals. The associations were evident in children.

摘要

全氟烷基和多氟烷基物质 (PFAS) 引起了人们的关注,因为它们可能破坏儿童和青少年关键期(包括童年和青春期)的性激素平衡,但目前的流行病学证据有限。本研究旨在探讨 2013 年至 2016 年美国国家健康与营养调查(NHANES)中 921 名 6-19 岁儿童和青少年血液中 PFAS 与总睾酮 (TT)、雌二醇 (E) 和性激素结合球蛋白 (SHBG) 之间的关系。采用多元线性回归模型和贝叶斯核机器回归(BKMR)模型,按性别-年龄和性别-青春期状态分组,分别探讨了个体 PFAS 或 PFAS 混合物与性激素水平之间关联的关联。当将暴露量建模为连续变量(β=-0.20,95%CI -0.33,-0.07)或分类变量(P 趋势=0.005)时,发现 n-PFOA 与青春期女性 SHBG 呈负相关。在儿童中,BKMR 发现高浓度 PFAS 混合物与 TT 呈负相关,6-11 岁女孩和低浓度 PFAS 混合物与 TT 呈负相关,男孩呈正相关。PFAS 混合物与 SHBG 呈正相关。在女孩和男孩中,PFOS 和 PFNA 被确定为与这些关联的主要贡献者。尽管在青少年中,95%可信区间包含了零假设,但通过 BKMR 发现,12-19 岁青少年的 PFAS 混合物与 TT 和 SHBG 水平呈负相关。按青春期状态分组的结果呈现出相似的模式,在青春期,PFAS 混合物与 E 呈显著负相关。我们的研究结果表明,美国儿童和青少年中,PFAS 无论是个体还是混合物,都与 TT 水平降低和 SHBG 水平升高有关,而在青春期个体中与 E 水平降低有关。这些关联在儿童中更为明显。

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