Metropolitan air pollution and the upper and lower airway: chronic rhinosinusitis and asthma outpatient burden.

IF 5.7 2区 医学 Q1 OTORHINOLARYNGOLOGY
Rhinology Pub Date : 2026-10-01 DOI:10.4193/Rhin26.072
H H Yang, E Velasquez, P H Hwang
{"title":"Metropolitan air pollution and the upper and lower airway: chronic rhinosinusitis and asthma outpatient burden.","authors":"H H Yang, E Velasquez, P H Hwang","doi":"10.4193/Rhin26.072","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Although evidence has implicated air pollution in both upper and lower airway inflammation, regulatory efforts have primarily emphasized lower-airway outcomes. We characterize the association between ambient pollutant levels and outpatient burden of chronic rhinosinusitis (CRS) and asthma across the US.</p><p><strong>Methodology: </strong>We conducted an ecological cohort study of US metropolitan statistical areas (MSAs) between 2007 and 2020. Annual outpatient claims were obtained from the MarketScan database and linked with data from the Environmental Protection Agency (EPA) monitoring network. For each MSA, annual outpatient visits for CRS and asthma were normalized to the number of wellness check visits (CRS-OV, asthma-OV). Daily 365-day rolling averages were calculated for each EPA-monitored pollutants. Mixed-effects models estimated associations with CRS-OV and asthma-OV, and additive pollutant interactions.</p><p><strong>Results: </strong>Controlling for community health indicators, higher levels of all EPA monitored pollutants predicted increased CRS-OV and asthma-OV. Adjusting for co-pollutant levels, PM2.5 (particles ≤ 2.5um in diameter) and SO2 (gas from fossil fuel combustion) remained independently predictive. Each standard deviation increase in PM2.5 corresponded to 15% and 6% increases in CRS-OV and asthma-OV, while each standard deviation increase in SO2, corresponded to 12% and 10%, respectively. Positive additive interaction between PM2.5 and SO2 was observed for both CRS-OV and asthma-OV.</p><p><strong>Conclusions: </strong>While EPA-monitored pollutants were broadly associated with outpatient burden, PM2.5 and SO2 emerged as independent and synergistic predictors after co-pollutant adjustment, with stronger associations for CRS compared to asthma. Regulatory focus should extend beyond lower-airway outcomes and include upper-airway morbidity as a critical indicator of pollution-related burden.</p>","PeriodicalId":21361,"journal":{"name":"Rhinology","volume":" ","pages":"588-598"},"PeriodicalIF":5.7000,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Rhinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4193/Rhin26.072","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OTORHINOLARYNGOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Although evidence has implicated air pollution in both upper and lower airway inflammation, regulatory efforts have primarily emphasized lower-airway outcomes. We characterize the association between ambient pollutant levels and outpatient burden of chronic rhinosinusitis (CRS) and asthma across the US.

Methodology: We conducted an ecological cohort study of US metropolitan statistical areas (MSAs) between 2007 and 2020. Annual outpatient claims were obtained from the MarketScan database and linked with data from the Environmental Protection Agency (EPA) monitoring network. For each MSA, annual outpatient visits for CRS and asthma were normalized to the number of wellness check visits (CRS-OV, asthma-OV). Daily 365-day rolling averages were calculated for each EPA-monitored pollutants. Mixed-effects models estimated associations with CRS-OV and asthma-OV, and additive pollutant interactions.

Results: Controlling for community health indicators, higher levels of all EPA monitored pollutants predicted increased CRS-OV and asthma-OV. Adjusting for co-pollutant levels, PM2.5 (particles ≤ 2.5um in diameter) and SO2 (gas from fossil fuel combustion) remained independently predictive. Each standard deviation increase in PM2.5 corresponded to 15% and 6% increases in CRS-OV and asthma-OV, while each standard deviation increase in SO2, corresponded to 12% and 10%, respectively. Positive additive interaction between PM2.5 and SO2 was observed for both CRS-OV and asthma-OV.

Conclusions: While EPA-monitored pollutants were broadly associated with outpatient burden, PM2.5 and SO2 emerged as independent and synergistic predictors after co-pollutant adjustment, with stronger associations for CRS compared to asthma. Regulatory focus should extend beyond lower-airway outcomes and include upper-airway morbidity as a critical indicator of pollution-related burden.

都市空气污染与上、下气道:慢性鼻窦炎和哮喘门诊负担。
背景:虽然有证据表明空气污染与上呼吸道和下呼吸道炎症有关,但监管工作主要强调下呼吸道的结果。我们描述了美国各地环境污染物水平与慢性鼻窦炎(CRS)和哮喘门诊负担之间的关系。方法:我们在2007年至2020年间对美国大都市统计区(msa)进行了生态队列研究。年度门诊索赔从MarketScan数据库获得,并与环境保护署(EPA)监测网络的数据相关联。对于每个MSA, CRS和哮喘的年度门诊就诊次数归一化为健康检查就诊次数(CRS- ov,哮喘- ov)。计算了epa监测的每一种污染物的365天滚动平均值。混合效应模型估计了与CRS-OV和哮喘- ov的关联,以及添加剂污染物的相互作用。结果:控制社区卫生指标,EPA监测的所有污染物水平越高,CRS-OV和哮喘- ov升高。调整共同污染物水平后,PM2.5(颗粒直径≤2.5μm)和SO2(化石燃料燃烧产生的气体)仍然是独立的预测指标。PM2.5每增加一个标准差对应的CRS-OV和asthma-OV分别增加15%和6%,so2每增加一个标准差对应的so2分别增加12%和10%。PM2.5和SO2在CRS-OV和哮喘- ov中均观察到正的加性相互作用。结论:虽然epa监测的污染物与门诊负担广泛相关,但在共同污染物调整后,PM2.5和SO2成为独立和协同的预测因子,与哮喘相比,CRS的相关性更强。监管的重点应扩展到下气道结果之外,并将上气道发病率作为污染相关负担的关键指标。
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
Rhinology
Rhinology 医学-耳鼻喉科学
CiteScore
15.80
自引率
9.70%
发文量
135
审稿时长
6-12 weeks
期刊介绍: Rhinology serves as the official Journal of the International Rhinologic Society and is recognized as one of the journals of the European Rhinologic Society. It offers a prominent platform for disseminating rhinologic research, reviews, position papers, task force reports, and guidelines to an international scientific audience. The journal also boasts the prestigious European Position Paper in Rhinosinusitis (EPOS), a highly influential publication first released in 2005 and subsequently updated in 2007, 2012, and most recently in 2020. Employing a double-blind peer review system, Rhinology welcomes original articles, review articles, and letters to the editor.
×
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:604180095
Book学术官方微信
小红书