{"title":"Socioeconomic Deprivation Amplifies the Risk of Glaucoma From Ultrafine Particle Exposure: Evidence From the Retrospective Cohort Study","authors":"Yanlin Qu , Guanran Zhang , Zhenyu Wu , Haoliang Zhang , Jiale Zhao , Zixiang Zhang , Yuchen Zhang , Xinyi Huang , Yuxuan Li , Huihuan Luo , Renjie Chen , Xiaodong Sun , Huixun Jia","doi":"10.1016/j.ajo.2025.08.029","DOIUrl":null,"url":null,"abstract":"<div><h3>OBJECTIVE</h3><div>Evidence has revealed that socioeconomic deprivation (SED) could enhance the hazard of particulate matter on health. However, the relationship between SED, ultrafine particles (UFPs), and the development of glaucoma remains uninvestigated. We aim to estimate the association between UFPs, SED, and glaucoma. Additionally, the potential modifiers of this association are also explored.</div></div><div><h3>DESIGN</h3><div>A population-based retrospective cohort study.</div></div><div><h3>PARTICIPANTS</h3><div>This study contained 379,724 participants aged exceeded 50 years without glaucoma at baseline from the UK Biobank.</div></div><div><h3>METHODS</h3><div>UFPs were estimated with the ECHAM/MESSy Atmospheric Chemistry model. SED was assessed via Townsend deprivation index (TDI), with higher scores indicating greater deprivation. Cox proportional hazards models were conducted to evaluate the association between SED, UFPs, and glaucoma. Potential effect modifiers of UFP-glaucoma association were further explored.</div></div><div><h3>MAIN OUTCOME MEASURES</h3><div>The primary outcome was the development of glaucoma.</div></div><div><h3>RESULTS</h3><div>During a median follow-up of 12.6 years, 10,950 participants were diagnosed with glaucoma. Higher UFP exposure was positively associated with glaucoma risk, and this association was significantly enhanced among individuals with higher TDI (<em>P</em><sub>interaction</sub> = .004). Compared with the lowest quartile, the hazard ratios (HRs) for the highest quantile were 1.16 (1.08, 1.24) in total population, 1.10 (1.00, 1.21) in the low-TDI group, and 1.21 (1.09, 1.34) in the high-TDI groups. Stratified analyses showed that only greenness exposure attenuated the hazard of UFPs on glaucoma, with a Normalized Difference Vegetation Index higher than 0.6 reversing the association to nonsignificant, especially in the high-TDI group.</div></div><div><h3>CONCLUSIONS</h3><div>Our findings provide the first evidence that SED enhances the detrimental effect of UFPs on glaucoma risk, exacerbating health inequality. Targeted strategies aimed at increasing greenness exposure may be effective in mitigating these disparities, especially in underdeveloped regions.</div></div>","PeriodicalId":7568,"journal":{"name":"American Journal of Ophthalmology","volume":"280 ","pages":"Pages 221-229"},"PeriodicalIF":4.2000,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Ophthalmology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0002939425004362","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
OBJECTIVE
Evidence has revealed that socioeconomic deprivation (SED) could enhance the hazard of particulate matter on health. However, the relationship between SED, ultrafine particles (UFPs), and the development of glaucoma remains uninvestigated. We aim to estimate the association between UFPs, SED, and glaucoma. Additionally, the potential modifiers of this association are also explored.
DESIGN
A population-based retrospective cohort study.
PARTICIPANTS
This study contained 379,724 participants aged exceeded 50 years without glaucoma at baseline from the UK Biobank.
METHODS
UFPs were estimated with the ECHAM/MESSy Atmospheric Chemistry model. SED was assessed via Townsend deprivation index (TDI), with higher scores indicating greater deprivation. Cox proportional hazards models were conducted to evaluate the association between SED, UFPs, and glaucoma. Potential effect modifiers of UFP-glaucoma association were further explored.
MAIN OUTCOME MEASURES
The primary outcome was the development of glaucoma.
RESULTS
During a median follow-up of 12.6 years, 10,950 participants were diagnosed with glaucoma. Higher UFP exposure was positively associated with glaucoma risk, and this association was significantly enhanced among individuals with higher TDI (Pinteraction = .004). Compared with the lowest quartile, the hazard ratios (HRs) for the highest quantile were 1.16 (1.08, 1.24) in total population, 1.10 (1.00, 1.21) in the low-TDI group, and 1.21 (1.09, 1.34) in the high-TDI groups. Stratified analyses showed that only greenness exposure attenuated the hazard of UFPs on glaucoma, with a Normalized Difference Vegetation Index higher than 0.6 reversing the association to nonsignificant, especially in the high-TDI group.
CONCLUSIONS
Our findings provide the first evidence that SED enhances the detrimental effect of UFPs on glaucoma risk, exacerbating health inequality. Targeted strategies aimed at increasing greenness exposure may be effective in mitigating these disparities, especially in underdeveloped regions.
期刊介绍:
The American Journal of Ophthalmology is a peer-reviewed, scientific publication that welcomes the submission of original, previously unpublished manuscripts directed to ophthalmologists and visual science specialists describing clinical investigations, clinical observations, and clinically relevant laboratory investigations. Published monthly since 1884, the full text of the American Journal of Ophthalmology and supplementary material are also presented online at www.AJO.com and on ScienceDirect.
The American Journal of Ophthalmology publishes Full-Length Articles, Perspectives, Editorials, Correspondences, Books Reports and Announcements. Brief Reports and Case Reports are no longer published. We recommend submitting Brief Reports and Case Reports to our companion publication, the American Journal of Ophthalmology Case Reports.
Manuscripts are accepted with the understanding that they have not been and will not be published elsewhere substantially in any format, and that there are no ethical problems with the content or data collection. Authors may be requested to produce the data upon which the manuscript is based and to answer expeditiously any questions about the manuscript or its authors.