COVID-19 mortality and exposure to airborne PM2.5: A lag time correlation

被引:30
作者
Shao, Longyi [1 ]
Cao, Yaxin [1 ]
Jones, Tim [2 ]
Santosh, M. [3 ,4 ]
Silva, Luis F. O. [5 ]
Ge, Shuoyi [1 ]
da Boit, Katia [5 ]
Feng, Xiaolei [1 ]
Zhang, Mengyuan [1 ]
BeruBe, Kelly [6 ]
机构
[1] China Univ Min & Technol Beijing, Coll Geosci & Surveying Engn, State Key Lab Coal Resources & Safe Min, Beijing 100083, Peoples R China
[2] Cardiff Univ, Sch Earth & Environm Sci, Pk Pl, Cardiff CF10 3AT, Wales
[3] China Univ Geosci Beijing, Sch Earth Sci & Resources, Beijing 100083, Peoples R China
[4] Univ Adelaide, Dept Earth Sci, Adelaide, SA 5005, Australia
[5] Univ Costa, Dept Civil & Environm, Calle 58 55-66, Barranquilla 080002, Atlantico, Colombia
[6] Cardiff Univ, Sch Biosci, Museum Ave, Cardiff CF10 3AX, Wales
基金
国家自然科学基金国际合作与交流项目; 中国国家自然科学基金;
关键词
Correlation analysis; COVID-19; Lag time; Mortality; PM2; 5; FINE PARTICULATE MATTER; AIR-POLLUTION; TEMPERATURE;
D O I
10.1016/j.scitotenv.2021.151286
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
COVID-19 has escalated into one of the most serious crises in the 21st Century. Given the rapid spread of SARSCoV-2 and its high mortality rate, here we investigate the impact and relationship of airborne PM2.5 to COVID-19 mortality. Previous studies have indicated that PM2.5 has a positive relationship with the spread of COVID-19. To gain insights into the delayed effect of PM2.5 concentration (mu gm-3) on mortality, we focused on the role of PM2.5 in Wuhan City in China and COVID-19 during the period December 27, 2019 to April 7, 2020. We also considered the possible impact of various meteorological factors such as temperature, precipitation, wind speed, atmospheric pressure and precipitation on pollutant levels. The results from the Pearson's correlation coefficient analyses reveal that the population exposed to higher levels of PM2.5 pollution are susceptible to COVID-19 mortality with a lag time of >18 days. By establishing a generalized additive model, the delayed effect of PM2.5 on the death toll of COVID-19 was verified. A negative correction was identified between temperature and number of COVID19 deaths, whereas atmospheric pressure exhibits a positive correlation with deaths, both with a significant lag effect. The results from our study suggest that these epidemiological relationships may contribute to the understanding of the COVID-19 pandemic and provide insights for public health strategies. Crown Copyright (c) 2021 Published by Elsevier B.V. All rights reserved.
引用
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页数:10
相关论文
共 84 条
[1]  
Aidoo Eric N, 2021, Bull Natl Res Cent, V45, P20, DOI [10.1186/s42269-021-00484-3, 10.1186/s42269-021-00484-3]
[2]   The Benefits of Intensive Versus Standard Blood Pressure Treatment According to Fine Particulate Matter Air Pollution Exposure A Post Hoc Analysis of SPRINT [J].
Al-Kindi, Sadeer G. ;
Brook, Robert D. ;
Bhatt, Udayan ;
Brauer, Michael ;
Cushman, William C. ;
Hanson, Heidi A. ;
Kostis, John ;
Lash, James P. ;
Paine, Robert ;
Raphael, Kalani L. ;
Rapp, Stephen ;
Tamariz, Leonardo ;
Wright, Jackson T., Jr. ;
Rajagopalan, Sanjay .
HYPERTENSION, 2021, 77 (03) :813-822
[3]  
[Anonymous], 2021, ENVIRON RES, DOI DOI 10.1016/J.ENVRES.2021.110879
[4]   Inhibitory capacity of chloroquine against SARS-COV-2 by effective binding with angiotensin converting enzyme-2 receptor: An insight from molecular docking and MD-simulation studies [J].
Baildya, Nabajyoti ;
Ghosh, Narendra Nath ;
Chattopadhyay, Asoke P. .
JOURNAL OF MOLECULAR STRUCTURE, 2021, 1230
[5]   Lifestyle Changes that Impact Personal Quality of Life in the COVID-19 Pandemic in South Korea [J].
Bang, Young Rong ;
Park, Seon-Cheol ;
Jang, Ok-Jin ;
Kim, Joon Hee ;
Kim, Eun Ok ;
Kim, Seong Hwan ;
Park, Jae Hong .
PSYCHIATRY INVESTIGATION, 2021, 18 (07) :701-+
[6]   Evaluation of the susceptibility and fatality of lung cancer patients towards the COVID-19 infection: A systemic approach through analyzing the ACE2, CXCL10 and their co-expressed genes [J].
Bin Mahmood, Tousif ;
Chowdhury, Afrin Sultana ;
Hossain, Mohammad Uzzal ;
Hasan, Mehedee ;
Mizan, Shagufta ;
Aakil, Md. Mezbah-Ul-Islam ;
Hossan, Mohammad Imran .
CURRENT RESEARCH IN MICROBIAL SCIENCES, 2021, 2
[7]   Air pollution particulate matter as a potential carrier of SARS-CoV-2 to the nervous system and/or neurological symptom enhancer: arguments in favor [J].
Borisova, Tatiana ;
Komisarenko, Serhiy .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (30) :40371-40377
[8]   Evolution and epidemic spread of SARS-CoV-2 in Brazil [J].
Candido, Darlan S. ;
Claro, Ingra M. ;
de Jesus, Jaqueline G. ;
Souza, William M. ;
Moreira, Filipe R. R. ;
Dellicour, Simon ;
Mellan, Thomas A. ;
du Plessis, Louis ;
Pereira, Rafael H. M. ;
Sales, Flavia C. S. ;
Manuli, Erika R. ;
Theze, Julien ;
Almeida, Luiz ;
Menezes, Mariane T. ;
Voloch, Carolina M. ;
Fumagalli, Marcilio J. ;
Coletti, Thais M. ;
Silva, Camila A. M. ;
Ramundo, Mariana S. ;
Amorim, Mariene R. ;
Hoeltgebaum, Henrique H. ;
Mishra, Swapnil ;
Gill, Mandev S. ;
Carvalho, Luiz M. ;
Buss, Lewis F. ;
Prete Jr, Carlos A. ;
Ashworth, Jordan ;
Nakaya, Helder, I ;
Peixoto, Pedro S. ;
Brady, Oliver J. ;
Nicholls, Samuel M. ;
Tanuri, Amilcar ;
Rossi, Atila D. ;
Braga, Carlos K., V ;
Gerber, Alexandra L. ;
Guimaraes, Ana Paula de C. ;
Gaburo Jr, Nelson ;
Alencar, Cecila Salete ;
Ferreira, Alessandro C. S. ;
Lima, Cristiano X. ;
Levi, Jose Eduardo ;
Granato, Celso ;
Ferreira, Giulia M. ;
Francisco Jr, Ronaldo S. ;
Granja, Fabiana ;
Garcia, Marcia T. ;
Moretti, Maria Luiza ;
Perroud Jr, Mauricio W. ;
Castineiras, Terezinha M. P. P. ;
Lazari, Carolina S. .
SCIENCE, 2020, 369 (6508) :1255-+
[9]   Multiple relationships between aerosol and COVID-19: A framework for global studies [J].
Cao, Yaxin ;
Shao, Longyi ;
Jones, Tim ;
Oliveira, Marcos L. S. ;
Ge, Shuoyi ;
Feng, Xiaolei ;
Silva, Luis F. O. ;
BeruBe, Kelly .
GONDWANA RESEARCH, 2021, 93 :243-251
[10]   How mobility habits influenced the spread of the COVID-19 pandemic: Results from the Italian case study [J].
Carteni, Armando ;
Francesco, Luigi Di ;
Martino, Maria .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 741