Wei Mu-Hong, Li Ju-Xiao, Mi Jing, Wang Qing, Xu Feng, Xu Che
Department of Epidemiology and Statistics, School of Public Health, Bengbu Medical University, No. 2600 Donghai Avenue, Bengbu 233000, China.
Dongguan Key Laboratory of Environmental Medicine, School of Public Health, Guangdong Medical University, Dongguan, Guangdong Province 523808, China.
J Trace Elem Med Biol. 2025 Feb;87:127573. doi: 10.1016/j.jtemb.2024.127573. Epub 2024 Nov 28.
BACKGROUND & AIMS: Accumulating evidence suggests that exposure to single heavy metal can facilitate the progression of age-related macular degeneration (AMD). However, the effects of exposure to mixtures of heavy metals on AMD remain largely unexplored. This study aims to investigate both the joint and individual impacts of arsenic (As), mercury (Hg), cadmium (Cd), and lead (Pb) on AMD within a co-exposure framework.
Data from subjects participating the US National Health and Nutrition Examination Survey (NHANES, 2005-2008) were analyzed. Concentrations of As, Hg, Cd, and Pb were determined in urine by inductively coupled plasma dynamic reaction cell mass spectrometry (ICP-DRC-MS) for As and Hg, and inductively coupled plasma mass spectrometry (ICP-MS) for Cd and Pb. The weighted quantile sum (WQS) and Bayesian kernel machine regression (BKMR) models were employed to assess the effects of heavy metal mixtures on AMD risk.
Both WQS and BKMR analyses consistently revealed a significant overall association between heavy metal mixtures and the risk of all types of AMD. The combined effect was more evident among patients with early AMD compared to those with late AMD. Cd and Hg were the main contributors driving these combined effects within the context of metal mixtures. Elevated urinary levels of Cd were positively correlated with an increased risk for all types as well as early AMD. Higher exposure to Hg corresponded with an elevated risk for early AMD. Furthermore, BKMR analysis indicated that the influence of Cd on early AMD exhibited a non-linear pattern.
Our findings suggest that co-exposure to As, Hg, Cd, and Pb is associated with an elevated risk for developing AMD, particularly in its early stages. Furthermore, excessive exposure to Cd and Hg has been identified as key contributing factors in this process.
越来越多的证据表明,接触单一重金属会促进年龄相关性黄斑变性(AMD)的进展。然而,接触重金属混合物对AMD的影响在很大程度上仍未得到探索。本研究旨在在共同暴露框架内调查砷(As)、汞(Hg)、镉(Cd)和铅(Pb)对AMD的联合和个体影响。
分析了参与美国国家健康与营养检查调查(NHANES,2005 - 2008年)的受试者的数据。通过电感耦合等离子体动态反应池质谱法(ICP - DRC - MS)测定尿液中As和Hg的浓度,通过电感耦合等离子体质谱法(ICP - MS)测定Cd和Pb的浓度。采用加权分位数和(WQS)和贝叶斯核机器回归(BKMR)模型来评估重金属混合物对AMD风险的影响。
WQS和BKMR分析均一致显示重金属混合物与所有类型AMD的风险之间存在显著的总体关联。与晚期AMD患者相比,联合效应在早期AMD患者中更为明显。在金属混合物的背景下,Cd和Hg是驱动这些联合效应的主要因素。尿Cd水平升高与所有类型以及早期AMD的风险增加呈正相关。更高的Hg暴露与早期AMD的风险升高相对应。此外,BKMR分析表明Cd对早期AMD的影响呈现非线性模式。
我们的研究结果表明,同时接触As、Hg、Cd和Pb与发生AMD的风险升高相关,尤其是在早期阶段。此外,过量接触Cd和Hg已被确定为这一过程中的关键促成因素。