Hammad Zaheer , Shiyun Lv , Zhiwei Li , Zhiyuan Wu , Feng Lu , Moning Guo , Lixin Tao , Bo Gao , Xiaonan Wang , Xia Li , Wei Wang , Xiangtong Liu , Xiuhua Guo
{"title":"中国北京地区短期暴露于环境PM2.5及其成分与冠心病和合并症糖尿病患者住院的关系","authors":"Hammad Zaheer , Shiyun Lv , Zhiwei Li , Zhiyuan Wu , Feng Lu , Moning Guo , Lixin Tao , Bo Gao , Xiaonan Wang , Xia Li , Wei Wang , Xiangtong Liu , Xiuhua Guo","doi":"10.1016/j.envres.2024.120729","DOIUrl":null,"url":null,"abstract":"<div><div>Existing researches had primarily investigated the associations between various air pollutants and the risk of coronary heart disease (CHD) or diabetes mellitus (DM) separately. However, the significance and effects of PM<sub>2.5</sub> and its components in patients with CHD and comorbid DM (CHD-DM) remain unclear. Patient data was sourced from the Beijing Municipal Health Commission Information Centre between January 1, 2014, and December 31, 2018. We utilized Generalized Additive Models (GAM) to analyze the relationship between daily hospital admissions for CHD-DM patients and PM<sub>2.5</sub> exposure. The hospital admissions were treated as count data, offset by the total CHD-DM population, with a logarithmic link function. Smooth functions were included to account for the non-linear effects of time trends and meteorological factors used in both Chinese and WHO air quality guidelines. In Beijing, records show 215,267 hospital admissions for patients with CHD-DM. Every 10 μg/m<sup>3</sup> increase of particles with an aerodynamic diameter ≤2.5 μm (PM<sub>2.5</sub>) corresponded to a 0.62% (95%CI: 0.49 to 0.76) increment for CHD-DM patients' admissions. As for the PM<sub>2.5</sub> components: Per 10 μg/m<sup>3</sup> increase of SO<sub>4</sub><sup>2−</sup> was 2.31% (95%CI: 1.51 to 3.11), NO<sub>3</sub><sup>−</sup> was 3.35% (95%CI: 2.47 to 4.23), for NH<sub>4</sub><sup>+</sup> the percentage change value was 4.37% (95%CI: 2.99 to 5.77), for OM was 5.36% (95%CI: 4.19 to 6.55), for BC was 36.51% (95%CI: 28.09 to 45.47) increment for CHD-DM patients’ admissions. Based on the WHO 2021 air quality guideline, our estimation suggests that a reduction in PM<sub>2.5</sub> concentrations could prevent approximately 2.62% (95%CI: 2.04%–3.2%) hospital admissions, corresponding to 5632 (95%CI: 4397 to 6879) CHD-DM patients, could be avoidable. Patients with CHD-DM who were exposed to PM<sub>2.5</sub> and its components had an increased risk of hospital admissions. Furthermore, among all PM<sub>2.5</sub> components, BC may be the most significant contributor to the association between PM<sub>2.5</sub> and hospital admissions among CHD-DM patients.</div></div>","PeriodicalId":312,"journal":{"name":"Environmental Research","volume":"269 ","pages":"Article 120729"},"PeriodicalIF":7.7000,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between short-term exposure to ambient PM2.5 and its components with hospital admissions for patients with coronary heart disease and comorbid diabetes mellitus in Beijing, China\",\"authors\":\"Hammad Zaheer , Shiyun Lv , Zhiwei Li , Zhiyuan Wu , Feng Lu , Moning Guo , Lixin Tao , Bo Gao , Xiaonan Wang , Xia Li , Wei Wang , Xiangtong Liu , Xiuhua Guo\",\"doi\":\"10.1016/j.envres.2024.120729\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Existing researches had primarily investigated the associations between various air pollutants and the risk of coronary heart disease (CHD) or diabetes mellitus (DM) separately. However, the significance and effects of PM<sub>2.5</sub> and its components in patients with CHD and comorbid DM (CHD-DM) remain unclear. Patient data was sourced from the Beijing Municipal Health Commission Information Centre between January 1, 2014, and December 31, 2018. We utilized Generalized Additive Models (GAM) to analyze the relationship between daily hospital admissions for CHD-DM patients and PM<sub>2.5</sub> exposure. The hospital admissions were treated as count data, offset by the total CHD-DM population, with a logarithmic link function. Smooth functions were included to account for the non-linear effects of time trends and meteorological factors used in both Chinese and WHO air quality guidelines. In Beijing, records show 215,267 hospital admissions for patients with CHD-DM. Every 10 μg/m<sup>3</sup> increase of particles with an aerodynamic diameter ≤2.5 μm (PM<sub>2.5</sub>) corresponded to a 0.62% (95%CI: 0.49 to 0.76) increment for CHD-DM patients' admissions. As for the PM<sub>2.5</sub> components: Per 10 μg/m<sup>3</sup> increase of SO<sub>4</sub><sup>2−</sup> was 2.31% (95%CI: 1.51 to 3.11), NO<sub>3</sub><sup>−</sup> was 3.35% (95%CI: 2.47 to 4.23), for NH<sub>4</sub><sup>+</sup> the percentage change value was 4.37% (95%CI: 2.99 to 5.77), for OM was 5.36% (95%CI: 4.19 to 6.55), for BC was 36.51% (95%CI: 28.09 to 45.47) increment for CHD-DM patients’ admissions. Based on the WHO 2021 air quality guideline, our estimation suggests that a reduction in PM<sub>2.5</sub> concentrations could prevent approximately 2.62% (95%CI: 2.04%–3.2%) hospital admissions, corresponding to 5632 (95%CI: 4397 to 6879) CHD-DM patients, could be avoidable. Patients with CHD-DM who were exposed to PM<sub>2.5</sub> and its components had an increased risk of hospital admissions. Furthermore, among all PM<sub>2.5</sub> components, BC may be the most significant contributor to the association between PM<sub>2.5</sub> and hospital admissions among CHD-DM patients.</div></div>\",\"PeriodicalId\":312,\"journal\":{\"name\":\"Environmental Research\",\"volume\":\"269 \",\"pages\":\"Article 120729\"},\"PeriodicalIF\":7.7000,\"publicationDate\":\"2025-01-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Research\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0013935124026355\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Research","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0013935124026355","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}
Association between short-term exposure to ambient PM2.5 and its components with hospital admissions for patients with coronary heart disease and comorbid diabetes mellitus in Beijing, China
Existing researches had primarily investigated the associations between various air pollutants and the risk of coronary heart disease (CHD) or diabetes mellitus (DM) separately. However, the significance and effects of PM2.5 and its components in patients with CHD and comorbid DM (CHD-DM) remain unclear. Patient data was sourced from the Beijing Municipal Health Commission Information Centre between January 1, 2014, and December 31, 2018. We utilized Generalized Additive Models (GAM) to analyze the relationship between daily hospital admissions for CHD-DM patients and PM2.5 exposure. The hospital admissions were treated as count data, offset by the total CHD-DM population, with a logarithmic link function. Smooth functions were included to account for the non-linear effects of time trends and meteorological factors used in both Chinese and WHO air quality guidelines. In Beijing, records show 215,267 hospital admissions for patients with CHD-DM. Every 10 μg/m3 increase of particles with an aerodynamic diameter ≤2.5 μm (PM2.5) corresponded to a 0.62% (95%CI: 0.49 to 0.76) increment for CHD-DM patients' admissions. As for the PM2.5 components: Per 10 μg/m3 increase of SO42− was 2.31% (95%CI: 1.51 to 3.11), NO3− was 3.35% (95%CI: 2.47 to 4.23), for NH4+ the percentage change value was 4.37% (95%CI: 2.99 to 5.77), for OM was 5.36% (95%CI: 4.19 to 6.55), for BC was 36.51% (95%CI: 28.09 to 45.47) increment for CHD-DM patients’ admissions. Based on the WHO 2021 air quality guideline, our estimation suggests that a reduction in PM2.5 concentrations could prevent approximately 2.62% (95%CI: 2.04%–3.2%) hospital admissions, corresponding to 5632 (95%CI: 4397 to 6879) CHD-DM patients, could be avoidable. Patients with CHD-DM who were exposed to PM2.5 and its components had an increased risk of hospital admissions. Furthermore, among all PM2.5 components, BC may be the most significant contributor to the association between PM2.5 and hospital admissions among CHD-DM patients.
期刊介绍:
The Environmental Research journal presents a broad range of interdisciplinary research, focused on addressing worldwide environmental concerns and featuring innovative findings. Our publication strives to explore relevant anthropogenic issues across various environmental sectors, showcasing practical applications in real-life settings.