Ambient fine particulate matter air pollution and the risk of hospitalization among COVID-19 positive individuals: Cohort study

被引:68
|
作者
Bowe, Benjamin [1 ,2 ,3 ]
Xie, Yan [1 ,2 ,3 ]
Gibson, Andrew K. [1 ,3 ]
Cai, Miao [1 ,3 ]
van Donkelaar, Aaron [4 ,5 ]
Martin, Randall V. [4 ,5 ]
Burnett, Richard [6 ]
Al-Aly, Ziyad [1 ,3 ,7 ,8 ,9 ]
机构
[1] VA St Louis Hlth Care Syst, Clin Epidemiol Ctr, Res & Dev Serv, 501 N Grand Blvd,Suite 300, St Louis, MO 63103 USA
[2] St Louis Univ, Dept Epidemiol & Biostat, Coll Publ Hlth & Social Justice, 3545 Lafayette Ave, St Louis, MO 63104 USA
[3] Vet Res & Educ Fdn St Louis, 501 N Grand Blvd,Suite 300, St Louis, MO 63103 USA
[4] Dalhousie Univ, Dept Phys & Atmospher Sci, 6310 Coburg Rd, Halifax, NS B3H 4J5, Canada
[5] Washington Univ, Dept Energy Environm & Chem Engn, 1 Brookings Dr,CB1100, St Louis, MO 63130 USA
[6] Univ Washington, Inst Hlth Metr & Evaluat, Dept Hlth Metr Sci, 3980 15th Ave NE, Seattle, WA 98195 USA
[7] Washington Univ, Dept Med, 4921 Parkview Pl, St Louis, MO 63110 USA
[8] VA St Louis Hlth Care Syst, Med Serv, Nephrol Sect, 915 N Grand Blvd, St Louis, MO 63106 USA
[9] Washington Univ, Inst Publ Hlth, 600 S Taylor Ave, St Louis, MO 63110 USA
关键词
Air pollution; COVID-19; Hospitalization; Ambient fine particulate matter; Severity; outcomes; KIDNEY-DISEASE; TERM EXPOSURE; MORTALITY; PM2.5; DISPARITIES; GREENNESS; BURDEN;
D O I
10.1016/j.envint.2021.106564
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: Ecologic analyses suggest that living in areas with higher levels of ambient fine particulate matter air pollution (PM2.5) is associated with higher risk of adverse COVID-19 outcomes. Studies accounting for individual-level health characteristics are lacking. Methods: We leveraged the breadth and depth of the US Department of Veterans Affairs national healthcare databases and built a national cohort of 169,102 COVID-19 positive United States Veterans, enrolled between March 2, 2020 and January 31, 2021, and followed them through February 15, 2021. Annual average 2018 PM2.5 exposure, at an approximately 1 km2 resolution, was linked with residential street address at the year prior to COVID-19 positive test. COVID-19 hospitalization was defined as first hospital admission between 7 days prior to, and 15 days after, the first COVID-19 positive date. Adjusted Poisson regression assessed the association of PM2.5 with risk of hospitalization. Results: There were 25,422 (15.0%) hospitalizations; 5,448 (11.9%), 5,056 (13.0%), 7,159 (16.1%), and 7,759 (19.4%) were in the lowest to highest PM2.5 quartile, respectively. In models adjusted for State, demographic and behavioral factors, contextual characteristics, and characteristics of the pandemic a one interquartile range increase in PM2.5 (1.9 & micro;g/m3) was associated with a 10% (95% CI: 8%-12%) increase in risk of hospitalization. The association of PM2.5 and risk of hospitalization among COVID-19 individuals was present in each wave of the pandemic. Models of non-linear exposure-response suggested increased risk at PM2.5 concentrations below the national standard 12 & micro;g/m3. Formal effect modification analyses suggested higher risk of hospitalization associated with PM2.5 in Black people compared to White people (p = 0.045), and in those living in socioeconomically disadvantaged neighborhoods (p < 0.001). Conclusions: Exposure to higher levels of PM2.5 was associated with increased risk of hospitalization among COVID-19 infected individuals. The risk was evident at PM2.5 levels below the regulatory standards. The analysis identified those of Black race and those living in disadvantaged neighborhoods as population groups that may be more susceptible to the untoward effect of PM2.5 on risk of hospitalization in the setting of COVID-19.
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页数:9
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