Cao Fan, Chen Yue, Gui Yan-Chao, Fu Zi-Yue, Lyu Zheng, Liu Kou, Tao Li-Ming, Chen Zhi-Fan, Pan Hai-Feng, Jiang Zheng-Xuan, Meng Qian-Li
Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, 678 Furong Road, Hefei, Anhui, 230032, PR China.
Department of Clinical Medicine, The Second School of Clinical Medicine, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, China.
BMC Public Health. 2025 Jan 14;25(1):151. doi: 10.1186/s12889-025-21319-0.
Traffic-related air pollution especially in highly socioeconomically developed megacity is usually considered as a severe problem leading to inevitable adverse health outcomes. This study aimed to investigate the associations between traffic-related air pollutants with risk of dry eye disease (DED) outpatient visits in a megacity (Guangzhou) along the subtropical coast in South China.
Daily data on DED outpatient visits and environmental variables from 1 January 2014 to 31 December 2020 in Guangzhou were obtained. A time-series study using a quasi-Poisson generalized linear model (GLM) combined with distributed lag non-linear model (DLNM) was adopted. Subgroup analyses stratified by age, gender, and season were conducted.
Totally, 27, 828 DED cases were identified during the study period including 2557 days. Daily number of outpatient visits for DED ranged from 0 to 41. An increase of 10 μg/m in PM, NO and SO concentration was associated with 3.1%, 5.9% and 17.4% increase in the risk of DED outpatient visits, respectively (RR = 1.031, 95%CI: 1.004-1.059, lag 0-11 day; RR = 1.059, 95% CI: 1.027-1.092, lag0-14 day; RR = 1.174, 95% CI: 1.036-1.330, lag0-13 day). Subgroup analyses indicated that the effects of PM exposure on the risk of DED outpatient visits remained significant in aged < 60 years (RR = 1.008, 95% CI: 1.003-1.013, lag0 day) and the effects of SO exposure on the DED outpatient visits risk remained significant in the females (RR = 1.025, 95% CI: 1.006-1.044, lag0 day). The associations of PM (RR = 1.010, 95% CI: 1.003-1.016, lag0 day) and SO (RR = 1.030, 95% CI: 1.003-1.058, lag14 day) exposure with DED outpatient visits risk remained significant in warm seasons, whereas NO (RR = 1.006, 95% CI: 1.002-1.009, lag14 day) exposure was significantly associated with DED outpatient visits in cold seasons. The associations of PM (first visit, RR = 1.006, 95% CI: 1.001-1.011, lag0 day; re-visit, RR = 1.002, 95% CI: 1.000-1.005, lag6 day), NO (first visit, RR = 1.006, 95% CI: 1.001-1.012, lag0 day; re-visit, RR = 1.007, 95% CI: 1.002-1.012, lag0 day), and SO (first visit, RR = 1.023, 95% CI: 1.002-1.044, lag0 day; re-visit, RR = 1.023, 95% CI: 1.000-1.045, lag0 day) exposure with risk of DED outpatient visits were significant for both first- and re-visits.
Our study revealed that short-term exposure to PM, NO and SO were positively associated with risk of DED outpatient visits, especially for the youngers, females and during warm seasons, providing evidence for making public health policy to improve life quality in developed megacity.
与交通相关的空气污染,尤其是在社会经济高度发达的大城市,通常被视为一个严重问题,会导致不可避免的不良健康后果。本研究旨在调查中国南方亚热带沿海大城市(广州)中与交通相关的空气污染物与干眼病(DED)门诊就诊风险之间的关联。
获取了广州2014年1月1日至2020年12月31日期间DED门诊就诊的每日数据和环境变量。采用了一种使用准泊松广义线性模型(GLM)结合分布滞后非线性模型(DLNM)的时间序列研究。进行了按年龄、性别和季节分层的亚组分析。
在研究期间共识别出27828例DED病例,包括2557天。DED的每日门诊就诊人数从0到41不等。PM、NO和SO浓度每增加10μg/m³,DED门诊就诊风险分别增加3.1%、5.9%和17.4%(RR = 1.031,95%CI:1.004 - 1.059,滞后0 - 11天;RR = 1.059,95%CI:1.027 - 1.092,滞后0 - 14天;RR = 1.174,95%CI:1.036 - 1.330,滞后0 - 13天)。亚组分析表明,PM暴露对年龄<60岁人群的DED门诊就诊风险的影响仍然显著(RR = 1.008,95%CI:1.003 - 1.013,滞后0天),SO暴露对女性DED门诊就诊风险的影响仍然显著(RR = 1.025,95%CI:1.006 - 1.044,滞后0天)。在温暖季节,PM(RR = 1.010,95%CI:1.003 - 1.016,滞后0天)和SO(RR = 1.030,95%CI:1.003 - 1.058,滞后14天)暴露与DED门诊就诊风险的关联仍然显著,而在寒冷季节,NO(RR = 1.006,95%CI:1.002 - 1.009,滞后14天)暴露与DED门诊就诊显著相关。对于首次就诊和复诊,PM(首次就诊,RR = 1.006,95%CI:1.001 - 1.011,滞后0天;复诊,RR = 1.002,95%CI:1.000 - 1.005,滞后6天)、NO(首次就诊,RR = 1.006,95%CI:1.001 - 1.012,滞后0天;复诊,RR = 1.007,95%CI:1.002 - 1.012,滞后0天)和SO(首次就诊,RR = 1.023,95%CI:1.002 - 1.044,滞后0天;复诊,RR = 1.023,95%CI:1.000 - 1.045,滞后0天)暴露与DED门诊就诊风险的关联均显著。
我们的研究表明,短期暴露于PM、NO和SO与DED门诊就诊风险呈正相关,尤其是在年轻人、女性和温暖季节,这为制定公共卫生政策以提高发达大城市的生活质量提供了证据。