Stephen P. Colegate , Erika Rasnick Manning , Andrew Vancil , Ziyun Wang , Marepalli Rao , Emrah Gecili , Anushka Palipana , Patrick Ryan , Rhonda D. Szczesniak , Cole Brokamp
{"title":"Acute exposure to fine ambient particulate matter and pulmonary exacerbations in cystic fibrosis: A case-crossover study","authors":"Stephen P. Colegate , Erika Rasnick Manning , Andrew Vancil , Ziyun Wang , Marepalli Rao , Emrah Gecili , Anushka Palipana , Patrick Ryan , Rhonda D. Szczesniak , Cole Brokamp","doi":"10.1016/j.aeaoa.2026.100414","DOIUrl":null,"url":null,"abstract":"<div><div>In cystic fibrosis (CF) lung disease, increased exposure to PM<sub>2.5</sub> (particulate matter <2.5 μm in diameter) has been linked to more frequent pulmonary exacerbations, yet the timing of exposure that presents the greatest exacerbation risk remains uncertain. Our study investigated whether short-term increases in ambient fine particulate matter (PM<sub>2.5</sub>) contribute to exacerbation risk in individuals with CF. We analyzed data from 108 participants across 17 U.S. clinical sites enrolled in the Early Intervention in Cystic Fibrosis Exacerbation study (October 2011–July 2015), who recorded forced expiratory volume in 1 s (FEV<sub>1</sub>) measurements at least twice weekly. Exacerbation cases were identified via the FEV<sub>1</sub> indicated exacerbation signal (FIES), defined as a ≥10 % predicted decline in FEV<sub>1</sub>. Daily 24-h average PM<sub>2.5</sub> concentrations were estimated at the residential ZIP code using a high-resolution spatiotemporal exposure model. A time-stratified case-crossover design modeled exacerbation onset and PM<sub>2.5</sub> exposure, controlled for temperature, relative humidity, and holiday impacts. We analyzed 6936 FEV<sub>1</sub> observations yielding 1432 exacerbation cases, averaging 7.7 cases per person-year, matched to 4794 control dates in the same year, month, and day of the week. Increased exacerbation risk occurred one (OR: 1.18; 95 % CI: 1.02–1.36), two (OR: 1.20; 95 % CI: 1.04–1.40), and three (OR: 1.23; 95 % CI: 1.05–1.43) days after PM<sub>2.5</sub> exposure, but not on the day of onset (OR: 1.07; 95 % CI: 0.92–1.25). Integrating home-monitored lung function with hyperlocal exposure estimates provides improved temporal resolution for detecting acute environmental triggers and may inform early intervention strategies in CF care.</div><div>e-ICE clinical trial registered with <span><span>www.clinicaltrials.gov</span><svg><path></path></svg></span> (NCT01104402).</div></div>","PeriodicalId":37150,"journal":{"name":"Atmospheric Environment: X","volume":"29 ","pages":"Article 100414"},"PeriodicalIF":3.4000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Atmospheric Environment: X","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S259016212600002X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/24 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
In cystic fibrosis (CF) lung disease, increased exposure to PM2.5 (particulate matter <2.5 μm in diameter) has been linked to more frequent pulmonary exacerbations, yet the timing of exposure that presents the greatest exacerbation risk remains uncertain. Our study investigated whether short-term increases in ambient fine particulate matter (PM2.5) contribute to exacerbation risk in individuals with CF. We analyzed data from 108 participants across 17 U.S. clinical sites enrolled in the Early Intervention in Cystic Fibrosis Exacerbation study (October 2011–July 2015), who recorded forced expiratory volume in 1 s (FEV1) measurements at least twice weekly. Exacerbation cases were identified via the FEV1 indicated exacerbation signal (FIES), defined as a ≥10 % predicted decline in FEV1. Daily 24-h average PM2.5 concentrations were estimated at the residential ZIP code using a high-resolution spatiotemporal exposure model. A time-stratified case-crossover design modeled exacerbation onset and PM2.5 exposure, controlled for temperature, relative humidity, and holiday impacts. We analyzed 6936 FEV1 observations yielding 1432 exacerbation cases, averaging 7.7 cases per person-year, matched to 4794 control dates in the same year, month, and day of the week. Increased exacerbation risk occurred one (OR: 1.18; 95 % CI: 1.02–1.36), two (OR: 1.20; 95 % CI: 1.04–1.40), and three (OR: 1.23; 95 % CI: 1.05–1.43) days after PM2.5 exposure, but not on the day of onset (OR: 1.07; 95 % CI: 0.92–1.25). Integrating home-monitored lung function with hyperlocal exposure estimates provides improved temporal resolution for detecting acute environmental triggers and may inform early intervention strategies in CF care.
e-ICE clinical trial registered with www.clinicaltrials.gov (NCT01104402).