Independent and joint effects of volatile organic compounds on pulmonary function in U.S. adults from NHANES: the mediating role of platelet-to-lymphocyte ratio

IF 7.6 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Yan-Fei Wei , Hao-Wen Chen , Kuan Liu , Shi-Ao Wang, Wei-Dong Fan, Zhan-Hui Shao, Bi-Fei Cao, Yong-Qi Liang, Zheng-Yun Xu, Kai-Yue Liao, Zi-Xuan Zhao, Lu-Rong Yang, Xin-Ran Deng, Hao-Bang Chen, Xian-Bo Wu
{"title":"Independent and joint effects of volatile organic compounds on pulmonary function in U.S. adults from NHANES: the mediating role of platelet-to-lymphocyte ratio","authors":"Yan-Fei Wei ,&nbsp;Hao-Wen Chen ,&nbsp;Kuan Liu ,&nbsp;Shi-Ao Wang,&nbsp;Wei-Dong Fan,&nbsp;Zhan-Hui Shao,&nbsp;Bi-Fei Cao,&nbsp;Yong-Qi Liang,&nbsp;Zheng-Yun Xu,&nbsp;Kai-Yue Liao,&nbsp;Zi-Xuan Zhao,&nbsp;Lu-Rong Yang,&nbsp;Xin-Ran Deng,&nbsp;Hao-Bang Chen,&nbsp;Xian-Bo Wu","doi":"10.1016/j.envpol.2025.126473","DOIUrl":null,"url":null,"abstract":"<div><div>Volatile organic compounds (VOCs) are known to impair pulmonary function. However, the specific VOC with the main significant impact on pulmonary function and the joint effect of combined VOC exposure on pulmonary health, and the underlying mechanisms remain unclear. We used the of data 1,697 participants aged ≥18 years old from the National Health and Nutrition Examination Survey 2007–2012. Forced expiratory volume in the first 1.0 s (FEV1), pre-bronchodilator forced vital capacity (FVC), peak expiratory flow rate (PEF) and FEV1/FVC % were used to evaluate pulmonary function. A covariate-adjusted multiple linear regression model evaluated associations between pulmonary function and blood concentrations of seven selected VOCs. Additionally, Bayesian kernel machine regression (BKMR) and weighted quantile sum (WQS) regression were employed to assess combined VOC effects, interactions, and nonlinear dose–response relationships. Parallel mediation analyses explored the mediating role of platelet-to-lymphocyte ratio (PLR) in the associations between VOC mixtures and pulmonary function, utilizing a WQS-derived VOC index. In an analytical sample of 1,697 general adults, the concentrations of blood 1,4-dichlorobenzene, m-/p-xylene, bromodichloromethane, and nitromethane were significantly negatively correlated with pulmonary function, whilst dibromochloromethane was significantly positively correlated with pulmonary function. The joint effect of the seven blood VOCs was also negatively associated with pulmonary function. Particularly, 1,4-dichlorobenzene (PIP = 0.992 for FEV1; 0.998 for FVC) and nitromethane (PIP = 0.990 for FEV1; 1.000 for FVC; 0.845 for PEF) as the most influential VOCs contributing to the overall mixture effect. PLR partially mediated the association between VOC mixtures and pulmonary function, particularly impacting FEV1, FVC, and PEF. This study demonstrated that in addition to chloroform, dibromochloromethane and toluene, the other four blood VOCs were associated with pulmonary function impairment. Their combined exposure effects reflect realistic environmental scenarios. Further research is needed to elucidate the underlying biological mechanisms of these associations.</div></div>","PeriodicalId":311,"journal":{"name":"Environmental Pollution","volume":"377 ","pages":"Article 126473"},"PeriodicalIF":7.6000,"publicationDate":"2025-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Pollution","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0269749125008462","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

Volatile organic compounds (VOCs) are known to impair pulmonary function. However, the specific VOC with the main significant impact on pulmonary function and the joint effect of combined VOC exposure on pulmonary health, and the underlying mechanisms remain unclear. We used the of data 1,697 participants aged ≥18 years old from the National Health and Nutrition Examination Survey 2007–2012. Forced expiratory volume in the first 1.0 s (FEV1), pre-bronchodilator forced vital capacity (FVC), peak expiratory flow rate (PEF) and FEV1/FVC % were used to evaluate pulmonary function. A covariate-adjusted multiple linear regression model evaluated associations between pulmonary function and blood concentrations of seven selected VOCs. Additionally, Bayesian kernel machine regression (BKMR) and weighted quantile sum (WQS) regression were employed to assess combined VOC effects, interactions, and nonlinear dose–response relationships. Parallel mediation analyses explored the mediating role of platelet-to-lymphocyte ratio (PLR) in the associations between VOC mixtures and pulmonary function, utilizing a WQS-derived VOC index. In an analytical sample of 1,697 general adults, the concentrations of blood 1,4-dichlorobenzene, m-/p-xylene, bromodichloromethane, and nitromethane were significantly negatively correlated with pulmonary function, whilst dibromochloromethane was significantly positively correlated with pulmonary function. The joint effect of the seven blood VOCs was also negatively associated with pulmonary function. Particularly, 1,4-dichlorobenzene (PIP = 0.992 for FEV1; 0.998 for FVC) and nitromethane (PIP = 0.990 for FEV1; 1.000 for FVC; 0.845 for PEF) as the most influential VOCs contributing to the overall mixture effect. PLR partially mediated the association between VOC mixtures and pulmonary function, particularly impacting FEV1, FVC, and PEF. This study demonstrated that in addition to chloroform, dibromochloromethane and toluene, the other four blood VOCs were associated with pulmonary function impairment. Their combined exposure effects reflect realistic environmental scenarios. Further research is needed to elucidate the underlying biological mechanisms of these associations.

Abstract Image

挥发性有机化合物对NHANES美国成年人肺功能的独立和联合影响:血小板与淋巴细胞比例的中介作用
众所周知,挥发性有机化合物(VOCs)会损害肺功能。然而,对肺功能有主要显著影响的具体挥发性有机化合物以及联合暴露对肺部健康的共同影响及其潜在机制尚不清楚。我们使用2007-2012年全国健康与营养检查调查中年龄≥18岁的1,697名参与者的数据。采用前1.0 s用力呼气量(FEV1)、支气管扩张剂前用力肺活量(FVC)、呼气峰流速(PEF)及FEV1/FVC %评价肺功能。一个协变量调整的多元线性回归模型评估了肺功能与七种选定的挥发性有机化合物的血液浓度之间的关系。此外,采用贝叶斯核机回归(BKMR)和加权分位数和回归(WQS)来评估VOC的综合效应、相互作用和非线性剂量-反应关系。平行中介分析探讨了血小板与淋巴细胞比率(PLR)在VOC混合物与肺功能之间的关联中的中介作用,利用wqs衍生的VOC指数。在1,697名普通成年人的分析样本中,血液中1,4-二氯苯、间/对二甲苯、溴二氯甲烷和硝基甲烷的浓度与肺功能呈显著负相关,而二溴氯甲烷与肺功能呈显著正相关。7种VOCs的联合效应与肺功能也呈负相关。其中,1,4-二氯苯(FEV1的PIP = 0.992);FVC和硝基甲烷(PIP = 0.990;FVC为1,000;PEF值为0.845)是对整体混合效应影响最大的VOCs。PLR部分介导了VOC混合物与肺功能之间的关联,特别是影响FEV1、FVC和PEF。本研究表明,除氯仿、二溴氯甲烷和甲苯外,其他四种血液VOCs与肺功能损害有关。它们的综合暴露效应反映了现实的环境情景。需要进一步的研究来阐明这些关联的潜在生物学机制。
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
Environmental Pollution
Environmental Pollution 环境科学-环境科学
CiteScore
16.00
自引率
6.70%
发文量
2082
审稿时长
2.9 months
期刊介绍: Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health. Subject areas include, but are not limited to: • Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies; • Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change; • Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects; • Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects; • Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest; • New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.
×
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