Sun Ziqing, Liu Boying, Ding Rui, Wang Xin, Chen Yanyan, Wang Yi
Key Laboratory of Environmental Stress and Chronic Disease Control & Prevention, Ministry of Education (China Medical University), Shenyang, Liaoning, PR China.
Department of Public Health, Children's Hospital Affiliated to Shandong University (Jinan Children's Hospital), Jinan, Shandong, PR China.
Environ Health. 2025 Jun 16;24(1):38. doi: 10.1186/s12940-025-01194-3.
Environmental exposure to per- and polyfluoroalkyl substances (PFAS) has been related to some adverse health effects. An increasing number of people are suffering from nodular goiter (NG) and papillary thyroid carcinoma (PTC), the specific types of thyroid tumors with the highest prevalence. In vivo and in vitro studies have indicated that exposure to PFAS can disrupt thyroid homeostasis and exhibit apparent endocrine-disrupting toxicity, including the decreased thyroid hormone levels and abnormal expression of thyroid-related genes. However, epidemiological evidence supporting the cause-effect relationship between PFAS exposure and the risk of NG and PTC is still lacking.
We enrolled 290 participants to explore the relationship between PFAS exposure and NG/PTC risk. 21 urinary PFAS were detected by ultra-high performance liquid chromatography-triple quadrupole mass spectrometry (UPLC-MS/MS). Logistic regression, restricted cubic spline (RCS), Bayesian Kernel Machine Regression (BKMR) and quantile g-computation (qgcomp) models were adopted to examine effects of single and mixed PFAS exposure on NG/PTC risk.
Our data showed that perfluoroheptane sulfonate (PFHpS) (P = 0.033) and perfluorohexane sulfonate (PFHxS) (P = 0.003) levels in NG cases and perfluoroheptanoic acid (PFHpA) (P = 0.008) levels in PTC cases were significantly higher than those in the controls. After adjustment for confounders, PFHxS was significantly related to higher NG/PTC risk (all P for trend < 0.05). A remarkable non-linear association was found between PFHpA exposure and PTC risk (P-overall < 0.001, P-non-linear = 0.001). The BKMR model indicated that PFAS mixtures significantly increased NG risk, with PFHxS contributing the most (groupPIP: 0.886, condPIP: 0.658). In stratified analyses, PFAS mixtures were positively associated with NG/PTC risk in females and normal-weight subjects.
Our results suggest that environmental exposure to PFAS mixtures may be associated with increased NG/PTC risk, and each PFAS may contribute to NG/PTC risk in very different ways. To the best of our knowledge, this is the first epidemiological study to examine effects of PFAS exposure on NG/PTC risk.
环境暴露于全氟和多氟烷基物质(PFAS)与一些不良健康影响有关。越来越多的人患有结节性甲状腺肿(NG)和甲状腺乳头状癌(PTC),这是患病率最高的特定类型的甲状腺肿瘤。体内和体外研究表明,暴露于PFAS会破坏甲状腺稳态并表现出明显的内分泌干扰毒性,包括甲状腺激素水平降低和甲状腺相关基因的异常表达。然而,支持PFAS暴露与NG和PTC风险之间因果关系的流行病学证据仍然缺乏。
我们招募了290名参与者,以探讨PFAS暴露与NG/PTC风险之间的关系。通过超高效液相色谱-三重四极杆质谱法(UPLC-MS/MS)检测21种尿PFAS。采用逻辑回归、受限立方样条(RCS)、贝叶斯核机器回归(BKMR)和分位数g计算(qgcomp)模型来检验单一和混合PFAS暴露对NG/PTC风险的影响。
我们的数据显示,NG病例中的全氟庚烷磺酸盐(PFHpS)(P = 0.033)和全氟己烷磺酸盐(PFHxS)(P = 0.003)水平以及PTC病例中的全氟庚酸(PFHpA)(P = 0.008)水平显著高于对照组。在调整混杂因素后,PFHxS与较高的NG/PTC风险显著相关(所有趋势P < 0.05)。发现PFHpA暴露与PTC风险之间存在显著的非线性关联(总体P < 0.001,非线性P = 0.001)。BKMR模型表明,PFAS混合物显著增加了NG风险,其中PFHxS的贡献最大(组PIP: 0.886,条件PIP: 0.658)。在分层分析中,PFAS混合物与女性和正常体重受试者的NG/PTC风险呈正相关。
我们的结果表明,环境暴露于PFAS混合物可能与NG/PTC风险增加有关,并且每种PFAS可能以非常不同的方式导致NG/PTC风险。据我们所知,这是第一项研究PFAS暴露对NG/PTC风险影响的流行病学研究。