School of Public Health, Xuzhou Medical University, Xuzhou, China.
School of Management, Xuzhou Medical University, Xuzhou, China.
Front Public Health. 2024 Aug 12;12:1402715. doi: 10.3389/fpubh.2024.1402715. eCollection 2024.
The purpose of this paper is to explore the relationship between blood levels of cadmium, lead, and mercury and anxiety in American adults.
Blood metals and self-reported anxiety days were extracted from laboratory data and questionnaire data, respectively, using NHANES data from 2007-2012. Weighted logistic regression was used to assess the relationship between cadmium, lead and mercury with anxiety. Restricted cubic spline was used to visualize the non-linear relationship between metal concentrations and anxiety. Weighted quantile sum (WQS) regression was used to investigate the effect of combined exposure to the three metals on anxiety.
The prevalence of anxiety in adults was 26.0%. After adjusting for potential confounding variables, cadmium levels in the highest quartile (Q4) were associated with a higher risk of anxiety compared to the lowest quartile (Q1) (OR = 1.279, 95% CI: 1.113-1.471, < 0.01). Restricted cubic spline analysis indicated a positive association between blood cadmium levels and anxiety. Furthermore, co-exposure to multiple heavy metals was positively associated with anxiety risk (WQS positive: OR = 1.068, 95% CI: 1.016-1.160, < 0.05), with cadmium contributing the most to the overall mixture effect. Compared to the Light RPA, the Vigorous/Moderate RPA group had a relatively low risk of anxiety after cadmium exposure.
High levels of blood cadmium are positively associated with the development of anxiety disorders, which needs to be further verified in future studies.
本文旨在探讨美国成年人血液中镉、铅和汞水平与焦虑之间的关系。
利用 2007-2012 年 NHANES 数据,分别从实验室数据和问卷调查数据中提取血液金属和自述焦虑天数。采用加权逻辑回归评估镉、铅和汞与焦虑之间的关系。采用受限立方样条可视化金属浓度与焦虑之间的非线性关系。采用加权总量(WQS)回归探讨三种金属联合暴露对焦虑的影响。
成年人焦虑的患病率为 26.0%。在调整了潜在混杂因素后,与最低四分位(Q1)相比,最高四分位(Q4)的镉水平与焦虑风险升高相关(OR=1.279,95%CI:1.113-1.471,<0.01)。受限立方样条分析表明血液镉水平与焦虑之间呈正相关。此外,多重重金属共同暴露与焦虑风险呈正相关(WQS 阳性:OR=1.068,95%CI:1.016-1.160,<0.05),其中镉对整体混合物效应的贡献最大。与轻度 RPA 相比,剧烈/中度 RPA 组在暴露于镉后焦虑的风险相对较低。
血液中高水平的镉与焦虑障碍的发展呈正相关,这需要在未来的研究中进一步验证。