Li Xin, Chen Mutong, Zheng Qing, Wang Zixuan, Lin Dini, Peng Mengmeng
Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Cancer Hospital of Shantou University Medical College, Shantou, China.
Front Public Health. 2025 Jul 17;13:1589047. doi: 10.3389/fpubh.2025.1589047. eCollection 2025.
Brominated flame retardants (BFRs), especially polybrominated diphenyl ethers (PBDEs), are commonly utilized, yet their possible endocrine-disrupting effects have sparked significant concerns. Nonetheless, the link between exposure to BFRs and serum testosterone levels in adult males is still not well comprehended.
We analyzed data from 1,150 men aged ≥20 years from the National Health and Nutrition Examination Survey (NHANES) in 2013-2016. Serum concentrations of BFRs (PBDE congeners: PBDE-28, PBDE-47, etc.) and testosterone levels were measured via mass spectrometry and liquid chromatography-tandem mass spectrometry, respectively. Free testosterone (FT) and bioavailable testosterone (BAT) were calculated using the Vermeulen equation, based on measured total testosterone (TT), sex hormone-binding globulin (SHBG), and serum albumin concentrations. Linear regression models were used to evaluate the association between BFRs and TT, BAT, FT, and SHBG, adjusting for confounders including age, race, and lifestyle factors. We also evaluated potential associations modified by age, and conducted a sensitivity analysis to assess the robustness of the observed associations.
After all continuous variables were log2-transformed and potential confounders were adjusted, significant inverse associations were found between PBDE-28 and PBDE-47 levels with TT ( = -0.641, 95% CI: -1.098, -0.185) and FT ( = -0.883, 95% CI: -1.616, -0.149). Specifically, in the stratified analysis, older men (≥60 years) showed stronger associations between PBDE-28 and PBDE-47 exposure with lower testosterone levels ( = -0.892, 95% CI: -1.472, -0.311 for PBDE-28 and = -0.695, 95% CI: -1.199, -0.191 for PBDE-47). Sensitivity analysis confirmed that PBDE-28 and PBDE-47 were consistently associated with reduced testosterone and free testosterone levels, with the associations remaining significant even after adjusting for potential co-exposures and lifestyle factors.
Our findings suggest that exposure to PBDE-28 and PBDE-47 is associated with lower testosterone levels, particularly in older men. These results highlight the potential reproductive risks posed by BFR exposure, warranting further investigation into the long-term health impacts.
溴化阻燃剂(BFRs),尤其是多溴二苯醚(PBDEs),被广泛使用,但其可能的内分泌干扰作用引发了广泛关注。然而,成年男性接触BFRs与血清睾酮水平之间的联系仍未得到充分理解。
我们分析了2013 - 2016年美国国家健康与营养检查调查(NHANES)中1150名年龄≥20岁男性的数据。分别通过质谱法和液相色谱 - 串联质谱法测量血清中BFRs(PBDE同系物:PBDE - 28、PBDE - 47等)的浓度和睾酮水平。基于测得的总睾酮(TT)、性激素结合球蛋白(SHBG)和血清白蛋白浓度,使用Vermeulen方程计算游离睾酮(FT)和生物可利用睾酮(BAT)。采用线性回归模型评估BFRs与TT、BAT、FT和SHBG之间的关联,并对包括年龄、种族和生活方式因素等混杂因素进行调整。我们还评估了年龄对潜在关联的修饰作用,并进行了敏感性分析以评估观察到的关联的稳健性。
在对所有连续变量进行log2转换并调整潜在混杂因素后,发现PBDE - 28和PBDE - 47水平与TT(β = -0.641,95% CI:-1.098,-0.185)和FT(β = -0.883,95% CI:-1.616,-0.149)之间存在显著的负相关。具体而言,在分层分析中,老年男性(≥60岁)中PBDE - 28和PBDE - 47暴露与较低睾酮水平之间的关联更强(PBDE - 28的β = -0.892,95% CI:-1.472,-0.311;PBDE - 47的β = -0.695,95% CI:-1.199,-0.191)。敏感性分析证实,PBDE - 28和PBDE - 47与睾酮和游离睾酮水平降低始终相关,即使在调整潜在的共同暴露和生活方式因素后,这种关联仍然显著。
我们的研究结果表明,接触PBDE - 28和PBDE - 47与较低的睾酮水平有关,尤其是在老年男性中。这些结果凸显了BFR暴露带来的潜在生殖风险,值得进一步研究其对长期健康的影响。