Unraveling the connection between endocrine-disrupting chemicals and anxiety: An integrative epidemiological and bioinformatic perspective

IF 6.2 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Ziang Guo , Yuxuan Tan , Chuhang Lin , Haiying Li , Qianqian Xie , Zhengtian Lai , Xiao Liang , Lei Tan , Chunxia Jing
{"title":"Unraveling the connection between endocrine-disrupting chemicals and anxiety: An integrative epidemiological and bioinformatic perspective","authors":"Ziang Guo ,&nbsp;Yuxuan Tan ,&nbsp;Chuhang Lin ,&nbsp;Haiying Li ,&nbsp;Qianqian Xie ,&nbsp;Zhengtian Lai ,&nbsp;Xiao Liang ,&nbsp;Lei Tan ,&nbsp;Chunxia Jing","doi":"10.1016/j.ecoenv.2025.118188","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>The evidence linking endocrine-disrupting chemicals (EDCs) to anxiety in adults is currently sparse, while the effects of various categories of EDCs on the risk of anxiety, along with the underlying mechanisms, remain poorly understood.</div></div><div><h3>Methods</h3><div>Four EDCs—polycyclic aromatic hydrocarbons (PAHs), phenols, pesticides, and phthalates—were quantified in 3927 adults from the National Health and Nutrition Examination Survey (NHANES) (2007–2012). We employed five statistical models to assess the individual and joint impacts of EDCs on anxiety risk. Causal mediation analysis frameworks were constructed to explore the mediating role of oxidative stress (OS). We identified potential biological mechanisms linking analytes to outcomes using the Comparative Toxicogenomics Database (CTD), MalaCards, and Open Targets, followed by enrichment analyses with Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG).</div></div><div><h3>Results</h3><div>In individual chemical analyses, nine PAHs were significantly associated with increased anxiety risk (<em>P</em> &lt; 0.05). Mixed-effects analyses showed that co-exposure to EDCs positively correlated with anxiety, primarily due to 2-hydroxyfluorene (2-FLU) and 3-hydroxyfluorene (3-FLU). Bilirubin mediated 5.42 % of the anxiety linked to the PAH mixture. The inflammatory genes TNF and IL-6 were identified as key biological stressors, with enrichment analysis indicating significant involvement in reactive oxygen species metabolic processes and the AGE-RAGE signaling pathway.</div></div><div><h3>Conclusion</h3><div>This study highlights the association between EDCs and anxiety in a representative U.S. population, indicating that exposure to PAHs may elevate anxiety risk through OS, inflammation, and the AGE-RAGE signaling pathway. Further longitudinal study were merited to support our results.</div></div>","PeriodicalId":303,"journal":{"name":"Ecotoxicology and Environmental Safety","volume":"296 ","pages":"Article 118188"},"PeriodicalIF":6.2000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecotoxicology and Environmental Safety","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S014765132500524X","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background

The evidence linking endocrine-disrupting chemicals (EDCs) to anxiety in adults is currently sparse, while the effects of various categories of EDCs on the risk of anxiety, along with the underlying mechanisms, remain poorly understood.

Methods

Four EDCs—polycyclic aromatic hydrocarbons (PAHs), phenols, pesticides, and phthalates—were quantified in 3927 adults from the National Health and Nutrition Examination Survey (NHANES) (2007–2012). We employed five statistical models to assess the individual and joint impacts of EDCs on anxiety risk. Causal mediation analysis frameworks were constructed to explore the mediating role of oxidative stress (OS). We identified potential biological mechanisms linking analytes to outcomes using the Comparative Toxicogenomics Database (CTD), MalaCards, and Open Targets, followed by enrichment analyses with Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG).

Results

In individual chemical analyses, nine PAHs were significantly associated with increased anxiety risk (P < 0.05). Mixed-effects analyses showed that co-exposure to EDCs positively correlated with anxiety, primarily due to 2-hydroxyfluorene (2-FLU) and 3-hydroxyfluorene (3-FLU). Bilirubin mediated 5.42 % of the anxiety linked to the PAH mixture. The inflammatory genes TNF and IL-6 were identified as key biological stressors, with enrichment analysis indicating significant involvement in reactive oxygen species metabolic processes and the AGE-RAGE signaling pathway.

Conclusion

This study highlights the association between EDCs and anxiety in a representative U.S. population, indicating that exposure to PAHs may elevate anxiety risk through OS, inflammation, and the AGE-RAGE signaling pathway. Further longitudinal study were merited to support our results.
解开内分泌干扰化学物质与焦虑之间的联系:一个综合流行病学和生物信息学的视角
目前,将内分泌干扰化学物质(EDCs)与成人焦虑联系起来的证据很少,而各种类型的EDCs对焦虑风险的影响及其潜在机制仍然知之甚少。方法对2007-2012年全国健康与营养调查(NHANES)中3927名成人的多环芳烃(PAHs)、酚类、农药和邻苯二甲酸盐4种edcs进行定量分析。我们采用了五个统计模型来评估EDCs对焦虑风险的个体和联合影响。构建因果中介分析框架,探讨氧化应激(OS)的中介作用。我们使用比较毒物基因组学数据库(CTD)、MalaCards和Open Targets确定了将分析物与结果联系起来的潜在生物学机制,随后使用基因本体(GO)和京都基因与基因组百科全书(KEGG)进行了富集分析。结果在个体化学分析中,9种多环芳烃与焦虑风险增加有显著相关性(P <; 0.05)。混合效应分析表明,共同暴露于EDCs与焦虑呈正相关,主要是由于2-羟基芴(2-FLU)和3-羟基芴(3-FLU)。胆红素介导与多环芳烃混合物相关的焦虑的5.42% %。炎症基因TNF和IL-6被确定为关键的生物应激源,富集分析表明其参与活性氧代谢过程和AGE-RAGE信号通路。本研究强调了美国代表性人群中EDCs与焦虑之间的关联,表明暴露于多环芳烃可能通过OS、炎症和AGE-RAGE信号通路提高焦虑风险。值得进一步的纵向研究来支持我们的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
12.10
自引率
5.90%
发文量
1234
审稿时长
88 days
期刊介绍: Ecotoxicology and Environmental Safety is a multi-disciplinary journal that focuses on understanding the exposure and effects of environmental contamination on organisms including human health. The scope of the journal covers three main themes. The topics within these themes, indicated below, include (but are not limited to) the following: Ecotoxicology、Environmental Chemistry、Environmental Safety etc.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信