Effects of short-term ambient particulate matter exposure on the risk of severe COVID-19

被引:14
作者
Li, Zhongqi [1 ]
Tao, Bilin [1 ]
Hu, Zhiliang [2 ]
Yi, Yongxiang [2 ]
Wang, Jianming [1 ]
机构
[1] Nanjing Med Univ, Ctr Global Hlth, Sch Publ Hlth, Dept Epidemiol, Nanjing 211166, Peoples R China
[2] Nanjing Univ Chinese Med, Hosp Nanjing 2, Nanjing Publ Hlth Med Ctr, Nanjing 210003, Peoples R China
基金
中国国家自然科学基金;
关键词
Particulate matter; COVID-19; Severity; Delta variant; Time; -series; AIR-POLLUTION; DAILY MORTALITY; PM2.5; TUBERCULOSIS; IMPACT;
D O I
10.1016/j.jinf.2022.01.037
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Objectives: Previous studies have suggested a relationship between outdoor air pollution and the risk of coronavirus disease 2019 (COVID-19). However, there is a lack of data related to the severity of disease, especially in China. This study aimed to explore the association between short-term exposure to outdoor particulate matter (PM) and the risk of severe COVID-19. Methods: We recruited patients diagnosed with COVID-19 during a recent large-scale outbreak in eastern China caused by the Delta variant. We collected data on meteorological factors and ambient air pollution during the same time period and in the same region where the cases occurred and applied a generalized additive model (GAM) to analyze the effects of short-term ambient PM exposure on the risk of severe COVID-19. Results: A total of 476 adult patients with confirmed COVID-19 were recruited, of which 42 (8.82%) had severe disease. With a unit increase in PM 10 , the risk of severe COVID-19 increased by 81.70% (95% confidence interval [CI]: 35.45, 143.76) at a lag of 0-7 days, 86.04% (95% CI: 38.71, 149.53) at a lag of 0-14 days, 76.26% (95% CI: 33.68, 132.42) at a lag of 0-21 days, and 72.15% (95% CI: 21.02, 144.88) at a lag of 0-28 days. The associations remained significant at lags of 0-7 days, 0-14 days, and 0-28 days in the multipollutant models. With a unit increase in PM 2.5 , the risk of severe COVID-19 increased by 299.08% (95% CI: 92.94, 725.46) at a lag of 0-7 days, 289.23% (95% CI: 85.62, 716.20) at a lag of 0-14 days, 234.34% (95% CI: 63.81, 582.40) at a lag of 0-21 days, and 204.04% (95% CI: 39.28, 563.71) at a lag of 0-28 days. The associations were still significant at lags of 0-7 days, 0-14 days, and 0-28 days in the multipollutant models. Conclusions: Our results indicated that short-term exposure to outdoor PM was positively related to the risk of severe COVID-19, and that reducing air pollution may contribute to the control of COVID-19. (c) 2022 The Author(s). Published by Elsevier Ltd on behalf of The British Infection Association. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页码:684 / 691
页数:8
相关论文
共 35 条
  • [1] Chen RJ, 2017, AM J RESP CRIT CARE, V196, P73, DOI [10.1164/rccm.201609-1862OC, 10.1164/rccm.201609-1862oc, 10.1164/rccm.201612-2427OC]
  • [2] SARS-CoV-2 Spike Mutations, L452R, T478K, E484Q and P681R, in the Second Wave of COVID-19 in Maharashtra, India
    Cherian, Sarah
    Potdar, Varsha
    Jadhav, Santosh
    Yadav, Pragya
    Gupta, Nivedita
    Das, Mousumi
    Rakshit, Partha
    Singh, Sujeet
    Abraham, Priya
    Panda, Samiran
    Jagtap, Prachi
    Kasabe, Bhagyashri
    Shah, Ujjaini
    Sanjeev, Tripti
    Divekar, Gayatri
    Korabu, Kalpita
    Shelkande, Sunil
    Shinde, Pooja
    Zakiuddin, Sayed
    Vipat, Veena
    Jadhav, Sheetal
    Iyengar, Krutika
    Malik, Vinita
    Bhorekar, Sonali
    Kumar, Abhinendra
    Sahay, Rima
    Shete, Anita
    Choudhary, Manoharlal
    [J]. MICROORGANISMS, 2021, 9 (07)
  • [3] Associations between Source-Specific Particulate Matter and Respiratory Infections in New York State Adults
    Croft, Daniel P.
    Zhang, Wangjian
    Lin, Shao
    Thurston, Sally W.
    Hopke, Philip K.
    van Wijngaarden, Edwin
    Squizzato, Stefania
    Masiol, Mauro
    Utell, Mark J.
    Rich, David Q.
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2020, 54 (02) : 975 - 984
  • [4] Effects of air pollutants on the transmission and severity of respiratory viral infections
    Domingo, Jose L.
    Rovira, Joaquim
    [J]. ENVIRONMENTAL RESEARCH, 2020, 187 (187)
  • [5] Severe air pollution links to higher mortality in COVID-19 patients: The "double-hit" hypothesis
    Frontera, Antonio
    Cianfanelli, Lorenzo
    Vlachos, Konstantinos
    Landoni, Giovanni
    Cremona, George
    [J]. JOURNAL OF INFECTION, 2020, 81 (02) : 255 - 259
  • [6] Effectiveness of inactivated COVID-19 vaccines against severe illness in B.1.617.2 (Delta) variant-infected patients in Jiangsu, China
    Hu, Zhiliang
    Tao, Bilin
    Li, Zhongqi
    Song, Yan
    Yi, Changhua
    Li, Junwei
    Zhu, Meng
    Yi, Yongxiang
    Huang, Peng
    Wang, Jianming
    [J]. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2022, 116 : 204 - 209
  • [7] The delayed effect of wildfire season particulate matter on subsequent influenza season in a mountain west region of the USA
    Landguth, Erin L.
    Holden, Zachary A.
    Graham, Jonathan
    Stark, Benjamin
    Mokhtari, Elham Bayat
    Kaleczyc, Emily
    Anderson, Stacey
    Urbanski, Shawn
    Jolly, Matt
    Semmens, Erin O.
    Warren, Dyer A.
    Swanson, Alan
    Stone, Emily
    Noonan, Curtis
    [J]. ENVIRONMENT INTERNATIONAL, 2020, 139
  • [8] Lembo Rosalba, 2021, Acta Biomed, V92, pe2021166, DOI 10.23750/abm.v92i1.11155
  • [9] Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan
    Li, Xiaochen
    Xu, Shuyun
    Yu, Muqing
    Wang, Ke
    Tao, Yu
    Zhou, Ying
    Shi, Jing
    Zhou, Min
    Wu, Bo
    Yang, Zhenyu
    Zhang, Cong
    Yue, Junqing
    Zhang, Zhiguo
    Renz, Harald
    Liu, Xiansheng
    Xie, Jungang
    Xie, Min
    Zhao, Jianping
    [J]. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2020, 146 (01) : 110 - 118
  • [10] Ambient Particulate Air Pollution and Daily Mortality in 652 Cities
    Liu, Cong
    Chen, Renjie
    Sera, Francesco
    Vicedo-Cabrera, Ana M.
    Guo, Yuming
    Tong, Shilu
    Coelho, Micheline S. Z. S.
    Saldiva, Paulo H. N.
    Lavigne, Eric
    Matus, Patricia
    Ortega, Nicolas Valdes
    Garcia, Samuel Osorio
    Pascal, Mathilde
    Stafoggia, Massimo
    Scortichini, Matteo
    Hashizume, Masahiro
    Honda, Yasushi
    Hurtado-Diaz, Magali
    Cruz, Julio
    Nunes, Baltazar
    Teixeira, Joao P.
    Kim, Ho
    Tobias, Aurelio
    Iniguez, Carmen
    Forsberg, Bertil
    Astrom, Christofer
    Ragettli, Martina S.
    Guo, Yue-Leon
    Chen, Bing-Yu
    Bell, Michelle L.
    Wright, Caradee Y.
    Scovronick, Noah
    Garland, Rebecca M.
    Milojevic, Ai
    Kysely, Jan
    Urban, Ales
    Orru, Hans
    Indermitte, Ene
    Jaakkola, Jouni J. K.
    Ryti, Niilo R. I.
    Katsouyanni, Klea
    Analitis, Antonis
    Zanobetti, Antonella
    Schwartz, Joel
    Chen, Jianmin
    Wu, Tangchun
    Cohen, Aaron
    Gasparrini, Antonio
    Kan, Haidong
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (08) : 705 - 715