Department of Vascular Surgery, Shanghai Putuo People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Department of Vascular Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University, Shanghai, China.
Front Public Health. 2024 Oct 21;12:1451686. doi: 10.3389/fpubh.2024.1451686. eCollection 2024.
Increasing evidence suggests that environmental factors play a crucial role in the pathogenesis of Parkinson's disease (PD). Humans are simultaneously exposed to multiple brominated flame retardants (BFRs) in the environment. However, the relationship between BFRs and PD remains unclear. This study was designed to investigate the overall association between BFRs and PD in a nationally representative US population and to further identify significant chemicals.
This study used data from 7,161 NHANES participants from 2009 through 2016. The serum BFRs registry included PBDE-28, PBDE-47, PBDE-85, PBDE-99, PBDE-100, PBDE-153, PBDE-154, PBDE-183, PBDE-209, and PBB-153. A survey-weighted generalized logistic regression model with restricted cubic splines (RCS) was used to evaluate the association between single BFRs exposure and periodontitis. Meanwhile, weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) were used to evaluate the overall association of mixed frankincense powder with periodontitis and to identify significant chemicals. Sensitivity analysis was performed to evaluate the robustness of the results.
Among the 7,161 participants, 65 had PD. PD patients were older (mean age 57.79 vs. 46.57 years) and had a higher proportion of females (70.86%) compared to non-PD participants. Serum levels of PBB-153 were significantly higher in those with PD. Logistic regression analyses revealed a non-linear, inverted U-shaped relationship between serum PBB-153 and PD risk. The risk of PD increased with higher PBB-153 levels up to the 3rd quartile (Q3), beyond which the risk declined (Q3 vs. Q1: OR = 4.98, 95% CI = 1.79-13.86; Q4 vs. Q1: OR = 3.23, 95% CI = 1.03-10.08). PBB-153 (43.40%), PBDE-153 (24.75%), and PBDE-85 (19.51%) contributed most to the weighted quantile sum index associated with PD risk. Bayesian kernel machine regression confirmed the inverted U-shaped dose-response pattern for PBB-153 and the overall BFR mixture. Restricted cubic spline analyses corroborated the non-linear relationship between PBB-153 and PD, which was more pronounced among women and those aged 37-58 years. Sensitivity analyses substantiated these findings.
This nationally representative cross-sectional study revealed a novel non-linear, inverted U-shaped relationship between serum levels of the brominated flame retardant PBB-153 and Parkinson's disease risk in U.S. adults. The risk increased with higher PBB-153 exposure up to a point, beyond which it declined. This complex dose-response pattern highlights the importance of considering potential hormetic mechanisms and effect modifiers when evaluating environmental exposures and neurodegenerative diseases. Further research is warranted to elucidate the underlying biological pathways and inform risk mitigation strategies.
越来越多的证据表明,环境因素在帕金森病(PD)的发病机制中起着至关重要的作用。人类同时会接触到环境中的多种溴系阻燃剂(BFRs)。然而,BFRs 与 PD 之间的关系仍不清楚。本研究旨在调查 BFRs 与美国具有代表性的人群中 PD 之间的总体关联,并进一步确定显著的化学物质。
本研究使用了 2009 年至 2016 年期间 7161 名 NHANES 参与者的数据。血清 BFR 登记册包括 PBDE-28、PBDE-47、PBDE-85、PBDE-99、PBDE-100、PBDE-153、PBDE-154、PBDE-183、PBDE-209 和 PBB-153。使用加权广义逻辑回归模型与限制性立方样条(RCS)评估单 BFR 暴露与牙周炎之间的关联。同时,加权分位数总和(WQS)回归和贝叶斯核机器回归(BKMR)用于评估混合龙涎香粉与牙周炎的总体关联,并确定显著的化学物质。进行敏感性分析以评估结果的稳健性。
在 7161 名参与者中,有 65 人患有 PD。PD 患者年龄较大(平均年龄 57.79 岁比 46.57 岁),女性比例较高(70.86%)。与非 PD 参与者相比,血清中 PBB-153 水平明显升高。逻辑回归分析显示血清 PBB-153 与 PD 风险之间存在非线性、倒 U 型关系。随着 PBB-153 水平的升高,PD 的风险呈上升趋势,直至第三四分位数(Q3),此后风险下降(Q3 与 Q1:OR=4.98,95%CI=1.79-13.86;Q4 与 Q1:OR=3.23,95%CI=1.03-10.08)。PBB-153(43.40%)、PBDE-153(24.75%)和 PBDE-85(19.51%)对与 PD 风险相关的加权分位数总和指数的贡献最大。贝叶斯核机器回归证实了 PBB-153 及其整体 BFR 混合物的倒 U 型剂量反应模式。受限立方样条分析证实了 PBB-153 与 PD 之间的非线性关系,在女性和 37-58 岁的人群中更为明显。敏感性分析证实了这些发现。
这项具有全国代表性的横断面研究揭示了美国成年人血清中溴化阻燃剂 PBB-153 水平与帕金森病风险之间存在一种新的非线性、倒 U 型关系。随着 PBB-153 暴露的增加,风险呈上升趋势,直至达到一个点,此后风险下降。这种复杂的剂量反应模式强调了在评估环境暴露和神经退行性疾病时考虑潜在的激素作用机制和效应修饰物的重要性。需要进一步的研究来阐明潜在的生物学途径,并为风险缓解策略提供信息。