101
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Ge T, Cheng S, Tg. Physicochemical properties of respiratory droplets and their role in COVID-19 pandemics: a critical review. BIOMATERIALS TRANSLATIONAL 2021; 2:10-18. [PMID: 35837254 PMCID: PMC9255823 DOI: 10.3877/cma.j.issn.2096-112x.2021.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 12/24/2020] [Accepted: 12/29/2020] [Indexed: 01/10/2023]
Abstract
The ongoing coronavirus disease 2019 (COVID-19) pandemic is a serious challenge faced by the global community. Physical scientists can help medical workers and biomedical scientists, engineers, and practitioners, who are working on the front line, to slow down and eventually contain the spread of the COVID-19 virus. This review is focused on the physicochemical characteristics, including composition, aerodynamics, and drying behavior of respiratory droplets as a complex and multicomponent soft matter system, which are the main carrier of the virus for interpersonal transmission. The distribution and dynamics of virus particles within a droplet are also discussed. Understanding the characteristics of virus-laden respiratory droplets can lead to better design of personal protective equipment, frequently touched surfaces such as door knobs and touchscreens, and filtering equipment for indoor air circulation. Such an understanding also provides the scientific basis of public policy, including social distancing rules and public hygiene guidelines, implemented by governments around the world.
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Affiliation(s)
- Ting Ge
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC, USA,Corresponding authors: Ting Ge, ; Shengfeng Cheng,
| | - Shengfeng Cheng
- Department of Physics, Department of Mechanical Engineering, Center for Soft Matter and Biological Physics, and Macromolecules Innovation Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA,Corresponding authors: Ting Ge, ; Shengfeng Cheng,
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102
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Siller P, Daehre K, Rosen K, Münch S, Bartel A, Funk R, Nübel U, Amon T, Roesler U. Low airborne tenacity and spread of ESBL-/AmpC-producing Escherichia coli from fertilized soil by wind erosion. Environ Microbiol 2021; 23:7497-7511. [PMID: 33655697 DOI: 10.1111/1462-2920.15437] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 02/12/2021] [Indexed: 01/18/2023]
Abstract
ESBL-/AmpC-producing Escherichia coli from organic fertilizers were previously detected on soil surfaces of arable land and might be emitted by wind erosion. To investigate this potential environmental transmission path, we exposed ESBL-/AmpC-positive chicken litter, incorporated in agricultural soils, to different wind velocities in a wind tunnel and took air samples for microbiological analysis. No data exist concerning the airborne tenacity of ESBL-/AmpC-producing E. coli. Therefore, we explored the tenacity of two ESBL/AmpC E. coli strains and E. coli K12 in aerosol chamber experiments at different environmental conditions. In the wind tunnel, ESBL/AmpC-producing E. coli were detected in none of the air samples (n = 66). Non-resistant E. coli were qualitatively detected in 40.7% of air samples taken at wind velocities exceeding 7.3 m s-1 . Significantly increased emission of total viable bacteria with increasing wind velocity was observed. In the aerosol chamber trials, recovery rates of airborne E. coli ranged from 0.003% to 2.8%, indicating a low airborne tenacity. Concluding, an emission of ESBL/AmpC E. coli by wind erosion in relevant concentrations appears unlikely because of the low concentration in chicken litter compared with non-resistant E. coli and their low airborne tenacity, proven in the aerosol chamber trials.
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Affiliation(s)
- Paul Siller
- Institute for Animal Hygiene and Environmental Health, Freie Universität Berlin, Berlin, Germany
| | - Katrin Daehre
- Institute for Animal Hygiene and Environmental Health, Freie Universität Berlin, Berlin, Germany
| | - Kerstin Rosen
- Institute for Animal Hygiene and Environmental Health, Freie Universität Berlin, Berlin, Germany
| | - Steffen Münch
- Leibniz Centre for Agricultural Landscape Research (ZALF), Working Group Landscape Pedology, Müncheberg, Germany
| | - Alexander Bartel
- Institute for Veterinary Epidemiology and Biostatistics, Freie Universität Berlin, Berlin, Germany
| | - Roger Funk
- Leibniz Centre for Agricultural Landscape Research (ZALF), Working Group Landscape Pedology, Müncheberg, Germany
| | - Ulrich Nübel
- Leibniz Institute DSMZ-German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany.,Braunschweig Integrated Center of Systems Biology (BRICS), Technical University, Braunschweig, Germany.,German Center for Infection Research (DZIF), Partner site Hannover-Braunschweig, Braunschweig, Germany
| | - Thomas Amon
- Institute for Animal Hygiene and Environmental Health, Freie Universität Berlin, Berlin, Germany.,Department of Engineering for Livestock Management, Leibniz Institute for Agricultural Engineering and Bioeconomy e.V. (ATB), Potsdam, Germany
| | - Uwe Roesler
- Institute for Animal Hygiene and Environmental Health, Freie Universität Berlin, Berlin, Germany
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103
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Liu F, Qian H, Luo Z, Zheng X. The impact of indoor thermal stratification on the dispersion of human speech droplets. INDOOR AIR 2021; 31:369-382. [PMID: 32869358 DOI: 10.1111/ina.12737] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 07/23/2020] [Accepted: 07/29/2020] [Indexed: 06/11/2023]
Abstract
Exhaled jets from an infected person are found to be locked at a certain height when thermal stratification exists in rooms, causing a potential high risk of disease transmission. This work is focused on the theoretical analysis of the dynamic characteristics of human speech droplets and the residual droplet nuclei in both thermally uniform and stratified environments. Results show that most droplets generated from human speaking can totally evaporate or deposit to the ground within 1.5-2 m. For small droplets of < 80μm, thermal stratification shows a more significant impact on their residues. The lock-up height of the droplet nuclei is a function of droplet size and the temperature gradient, and within this lock-up layer, these droplet nuclei can travel a long distance, much more than 2m. For medium droplets of 80-180 μm, thermal stratification can weaken the evaporation and accelerate the deposition processes, equivalent to a higher relative humidity (RH). Accordingly, more droplets can deposit to the ground, reducing the exposure to large droplets in close proximity to the source. Large droplets of > 180μm show no dependence on stratification and RH. These findings can have implications for developing effective engineering methods to limit the spread of infectious disease.
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Affiliation(s)
- Fan Liu
- School of Energy and Environment, Southeast University, Nanjing, China
- School of the Built Environment, University of Reading, Reading, United Kingdom
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, China
| | - Zhiwen Luo
- School of the Built Environment, University of Reading, Reading, United Kingdom
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, China
- Jiangsu Provincial Key Laboratory of Solar Energy Science and Technology, School of Energy and Environment, Southeast University, Nanjing, China
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104
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Božič A, Kanduč M. Relative humidity in droplet and airborne transmission of disease. J Biol Phys 2021; 47:1-29. [PMID: 33564965 PMCID: PMC7872882 DOI: 10.1007/s10867-020-09562-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 12/22/2020] [Indexed: 02/06/2023] Open
Abstract
A large number of infectious diseases are transmitted by respiratory droplets. How long these droplets persist in the air, how far they can travel, and how long the pathogens they might carry survive are all decisive factors for the spread of droplet-borne diseases. The subject is extremely multifaceted and its aspects range across different disciplines, yet most of them have only seldom been considered in the physics community. In this review, we discuss the physical principles that govern the fate of respiratory droplets and any viruses trapped inside them, with a focus on the role of relative humidity. Importantly, low relative humidity-as encountered, for instance, indoors during winter and inside aircraft-facilitates evaporation and keeps even initially large droplets suspended in air as aerosol for extended periods of time. What is more, relative humidity affects the stability of viruses in aerosol through several physical mechanisms such as efflorescence and inactivation at the air-water interface, whose role in virus inactivation nonetheless remains poorly understood. Elucidating the role of relative humidity in the droplet spread of disease would permit us to design preventive measures that could aid in reducing the chance of transmission, particularly in indoor environment.
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Affiliation(s)
- Anže Božič
- Department of Theoretical Physics, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Matej Kanduč
- Department of Theoretical Physics, Jožef Stefan Institute, Ljubljana, Slovenia
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105
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Burridge HC, Bhagat RK, Stettler MEJ, Kumar P, De Mel I, Demis P, Hart A, Johnson-Llambias Y, King MF, Klymenko O, McMillan A, Morawiecki P, Pennington T, Short M, Sykes D, Trinh PH, Wilson SK, Wong C, Wragg H, Davies Wykes MS, Iddon C, Woods AW, Mingotti N, Bhamidipati N, Woodward H, Beggs C, Davies H, Fitzgerald S, Pain C, Linden PF. The ventilation of buildings and other mitigating measures for COVID-19: a focus on wintertime. Proc Math Phys Eng Sci 2021; 477:20200855. [PMID: 35153550 PMCID: PMC8300604 DOI: 10.1098/rspa.2020.0855] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 02/10/2021] [Indexed: 12/23/2022] Open
Abstract
The year 2020 has seen the emergence of a global pandemic as a result of the disease COVID-19. This report reviews knowledge of the transmission of COVID-19 indoors, examines the evidence for mitigating measures, and considers the implications for wintertime with a focus on ventilation.
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Affiliation(s)
- Henry C. Burridge
- Department of Civil and Environmental Engineering, Imperial College London, Skempton Building, South Kensington Campus, London SW7 2AZ, UK
| | - Rajesh K. Bhagat
- Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, UK
| | - Marc E. J. Stettler
- Department of Civil and Environmental Engineering, Imperial College London, Skempton Building, South Kensington Campus, London SW7 2AZ, UK
| | - Prashant Kumar
- Global Centre for Clean Air Research (GCARE), Department of Civil and Environmental Engineering, University of Surrey, Stag Hill, Guildford GU2 7XH, UK
| | - Ishanki De Mel
- Department of Chemical and Process Engineering, University of Surrey, Stag Hill, Guildford GU2 7XH, UK
| | - Panagiotis Demis
- Department of Chemical and Process Engineering, University of Surrey, Stag Hill, Guildford GU2 7XH, UK
| | - Allen Hart
- Department of Mathematical Sciences, University of Bath, Claverton Down, Bath BA2 7AY, UK
| | | | | | - Oleksiy Klymenko
- Department of Chemical and Process Engineering, University of Surrey, Stag Hill, Guildford GU2 7XH, UK
| | - Alison McMillan
- Prifysgol Glyndŵr Wrecsam, Ffordd yr Wyddgrug, Wrecsam LL11 2AW: Wrexham Glyndŵr University, Mold Road, Wrexham LL11 2AW, UK
| | - Piotr Morawiecki
- Department of Mathematical Sciences, University of Bath, Claverton Down, Bath BA2 7AY, UK
| | - Thomas Pennington
- Department of Mathematical Sciences, University of Bath, Claverton Down, Bath BA2 7AY, UK
| | - Michael Short
- Department of Chemical and Process Engineering, University of Surrey, Stag Hill, Guildford GU2 7XH, UK
| | - David Sykes
- AEROS Consultancy, 35 Nairn St, Glasgow G3 8SE, UK
| | - Philippe H. Trinh
- Department of Mathematical Sciences, University of Bath, Claverton Down, Bath BA2 7AY, UK
| | - Stephen K. Wilson
- Department of Mathematics and Statistics, University of Strathclyde, Livingstone Tower, 26 Richmond Street, Glasgow G1 1XH, UK
| | - Clint Wong
- Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford OX2 6GG, UK
| | - Hayley Wragg
- Department of Mathematical Sciences, University of Bath, Claverton Down, Bath BA2 7AY, UK
| | - Megan S. Davies Wykes
- Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK
| | - Chris Iddon
- Chartered Institution of Building Services Engineers, 222 Balham High Road, London SW12 9BS, UK
| | - Andrew W. Woods
- BP Institute for Multiphase Flow, University of Cambridge, Madingley Rd, Cambridge CB3 0EZ, UK
| | - Nicola Mingotti
- BP Institute for Multiphase Flow, University of Cambridge, Madingley Rd, Cambridge CB3 0EZ, UK
| | - Neeraja Bhamidipati
- BP Institute for Multiphase Flow, University of Cambridge, Madingley Rd, Cambridge CB3 0EZ, UK
| | - Huw Woodward
- Centre for Environmental Policy, Imperial College London, London SW7 2AZ, UK
| | - Clive Beggs
- Carnegie School of Sport, Headingley Campus, Leeds Beckett University, Leeds LS6 3QT, UK
| | - Hywel Davies
- Chartered Institution of Building Services Engineers, 222 Balham High Road, London SW12 9BS, UK
| | - Shaun Fitzgerald
- Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK
| | - Christopher Pain
- Department of Earth Science and Engineering, Imperial College London, Royal School of Mines, South Kensington Campus, London SW7 2AZ, UK
| | - P. F. Linden
- Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, UK
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106
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Komperda J, Peyvan A, Li D, Kashir B, Yarin AL, Megaridis CM, Mirbod P, Paprotny I, Cooper LF, Rowan S, Stanford C, Mashayek F. Computer simulation of the SARS-CoV-2 contamination risk in a large dental clinic. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:033328. [PMID: 33897241 PMCID: PMC8060974 DOI: 10.1063/5.0043934] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 02/16/2021] [Indexed: 05/18/2023]
Abstract
COVID-19, caused by the SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) virus, has been rapidly spreading worldwide since December 2019, causing a public health crisis. Recent studies showed SARS-CoV-2's ability to infect humans via airborne routes. These motivated the study of aerosol and airborne droplet transmission in a variety of settings. This study performs a large-scale numerical simulation of a real-world dentistry clinic that contains aerosol-generating procedures. The simulation tracks the dispersion of evaporating droplets emitted during ultrasonic dental scaling procedures. The simulation considers 25 patient treatment cubicles in an open plan dentistry clinic. The droplets are modeled as having a volatile (evaporating) and nonvolatile fraction composed of virions, saliva, and impurities from the irrigant water supply. The simulated clinic's boundary and flow conditions are validated against experimental measurements of the real clinic. The results evaluate the behavior of large droplets and aerosols. We investigate droplet residence time and travel distance for different droplet diameters, surface contamination due to droplet settling and deposition, airborne aerosol mass concentration, and the quantity of droplets that escape through ventilation. The simulation results raise concerns due to the aerosols' long residence times (averaging up to 7.31 min) and travel distances (averaging up to 24.45 m) that exceed social distancing guidelines. Finally, the results show that contamination extends beyond the immediate patient treatment areas, requiring additional surface disinfection in the clinic. The results presented in this research may be used to establish safer dental clinic operating procedures, especially if paired with future supplementary material concerning the aerosol viral load generated by ultrasonic scaling and the viral load thresholds required to infect humans.
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Affiliation(s)
- Jonathan Komperda
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Ahmad Peyvan
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Dongru Li
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Babak Kashir
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Alexander L. Yarin
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Constantine M. Megaridis
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Parisa Mirbod
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Igor Paprotny
- Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
| | - Lyndon F. Cooper
- College of Dentistry, University of Illinois at Chicago, Chicago, Illinois 60612, USA
| | - Susan Rowan
- College of Dentistry, University of Illinois at Chicago, Chicago, Illinois 60612, USA
| | - Clark Stanford
- College of Dentistry, University of Illinois at Chicago, Chicago, Illinois 60612, USA
| | - Farzad Mashayek
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, USA
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107
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Zhou M, Zou J. A dynamical overview of droplets in the transmission of respiratory infectious diseases. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:031301. [PMID: 33897237 PMCID: PMC8061903 DOI: 10.1063/5.0039487] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 12/29/2020] [Indexed: 05/04/2023]
Abstract
The outbreak of the coronavirus disease has drawn public attention to the transmission of infectious pathogens, and as major carriers of those pathogens, respiratory droplets play an important role in the process of transmission. This Review describes respiratory droplets from a physical and mechanical perspective, especially their correlation with the transmission of infectious pathogens. It covers the important aspects of (i) the generation and expulsion of droplets during respiratory activities, (ii) the transport and evolution of respiratory droplets in the ambient environment, and (iii) the inhalation and deposition of droplets in the human respiratory tract. State-of-the-art experimental, computational, and theoretical models and results are presented, and the corresponding knowledge gaps are identified. This Review stresses the multidisciplinary nature of its subject and appeals for collaboration among different fields to fight the present pandemic.
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Affiliation(s)
- Maoying Zhou
- School of Mechanical Engineering, Hangzhou Dianzi
University, Hangzhou, Zhejiang 310027, China
| | - Jun Zou
- State Key Laboratory of Fluid Power and Mechatronic Systems,
Zhejiang University, Hangzhou, Zhejiang 310027,
China
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108
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Jin T, Li J, Yang J, Li J, Hong F, Long H, Deng Q, Qin Y, Jiang J, Zhou X, Song Q, Pan C, Luo P. SARS-CoV-2 presented in the air of an intensive care unit (ICU). SUSTAINABLE CITIES AND SOCIETY 2021; 65:102446. [PMID: 32837871 PMCID: PMC7428766 DOI: 10.1016/j.scs.2020.102446] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/07/2020] [Accepted: 08/08/2020] [Indexed: 05/18/2023]
Abstract
As coronavirus disease 2019 (COVID-19) is spreading worldwide, there have been arguments regarding the aerosol transmission of its causative agent, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Moreover, some re-detectable positive (RP) patients have been reported. However, little attention has been given to the follow-up of recovered patients, and there is no environmental evidence to determine whether these patients continue to shed the virus after they test negative. Therefore, with an objective to test the hypothesis of airborne transmission of SARS-CoV-2, it is necessary to 1) determine whether SARS-CoV-2 particles are present in the indoor air and 2) determine whether recovered patients are still shedding virus, thus providing much-needed environmental evidence for the management of COVID-19 patients during the recovery period. In this study, surface and air samples were collected from an intensive care unit (ICU) containing one ready-for-discharge patient. All surface samples tested negative, but the air samples tested positive for SARS-CoV-2. This implies that SARS-CoV-2 particles may be shed in aerosol form for days after patients test negative. This finding may be one of the reasons for the observation of RP patients; therefore, there is a need for improved clinical and disease management guidelines for recovered COVID-19 patients.
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Affiliation(s)
- Tingxu Jin
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang 550025, China
| | - Jun Li
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang 550025, China
| | - Jun Yang
- Guiyang Center for Disease Control and Prevention, Guiyang 550025, China
| | - Jiawei Li
- Guiyang Center for Disease Control and Prevention, Guiyang 550025, China
| | - Feng Hong
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang 550025, China
| | - Hai Long
- The Public Health Treatment Center of Guiyang, Jiangjunshan Hospital, Guiyang 550025, China
| | - Qihong Deng
- XiangYa School of Public Health, Central South University, Changsha 410075, China
| | - Yong Qin
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang 550025, China
| | - Jiajun Jiang
- Guiyang Center for Disease Control and Prevention, Guiyang 550025, China
| | - Xuan Zhou
- The First People's Hospital of Guiyang, Jiangjunshan Hospital, Guiyang 550025, China
| | - Qian Song
- Guiyang Center for Disease Control and Prevention, Guiyang 550025, China
| | - Chunliu Pan
- Guiyang Center for Disease Control and Prevention, Guiyang 550025, China
| | - Peng Luo
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang 550025, China
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109
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Wu L, Liu X, Yao F, Chen Y. Numerical study of virus transmission through droplets from sneezing in a cafeteria. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:023311. [PMID: 33746490 PMCID: PMC7976044 DOI: 10.1063/5.0040803] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 01/20/2021] [Indexed: 05/04/2023]
Abstract
To provide a comprehensive understanding of virus transmission inside small indoor spaces, numerical simulation of sneezing droplets spreading in a cafeteria is conducted through computational fluid dynamics. The numerical results show that dining face to face is extremely vulnerable to direct infection by others' respiratory droplets. Different heights of droplet sources are compared, which indicates that sneezing from a standing person results in a longer survival time of droplets in the air. Scenarios with fewer customers without face to face seating and turning off the horizontal supplying air conditioner are examined as well. Various surfaces are still detected with droplets in 300 s after sneezing. The horizontal supplying air conditioner causes increment in the velocities of the droplets and leads to further spreading of the droplets. It is essential to sanitize all surfaces in a cafeteria including the walls, floor, ceiling, and tables that are not occupied by any customer. Keeping a safe distance in small indoor spaces such as cafeterias does not offer sufficient protection for activities without wearing a face mask. It is recommended that cafeterias and canteens only accept take-away orders.
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Affiliation(s)
- Liangyu Wu
- College of Electrical, Energy and Power Engineering, Yangzhou University, Yangzhou 225009, People's Republic of China
| | - Xiangdong Liu
- College of Electrical, Energy and Power Engineering, Yangzhou University, Yangzhou 225009, People's Republic of China
| | - Feng Yao
- Jiangsu Key Laboratory of Micro and Nano Heat Fluid Flow Technology and Energy Application, School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou 215009, People's Republic of China
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110
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Yuan J, Wu Y, Jing W, Liu J, Du M, Wang Y, Liu M. Non-linear correlation between daily new cases of COVID-19 and meteorological factors in 127 countries. ENVIRONMENTAL RESEARCH 2021; 193:110521. [PMID: 33279492 PMCID: PMC7713195 DOI: 10.1016/j.envres.2020.110521] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/16/2020] [Accepted: 11/20/2020] [Indexed: 05/21/2023]
Abstract
Meteorological parameters are the critical factors of affecting respiratory infectious disease such as Middle East Respiratory Syndrome (MERS), Severe Acute Respiratory Syndrome (SARS) and influenza, however, the effect of meteorological parameters on coronavirus disease 2019 (COVID-19) remains controversial. This study investigated the effects of meteorological factors on daily new cases of COVID-19 in 127 countries, as of August 31 2020. The log-linear generalized additive model (GAM) was used to analyze the effect of meteorological variables on daily new cases of COVID-19. Our findings revealed that temperature, relative humidity, and wind speed are nonlinearly correlated with daily new cases, and they may be negatively correlated with the daily new cases of COVID-19 over 127 countries when temperature, relative humidity and wind speed were below 20°C, 70% and 7 m/s respectively. Temperature(>20°C) was positively correlated with daily new cases. Wind speed (when>7 m/s) and relative humidity (>70%) was not statistically associated with transmission of COVID-19. The results of this research will be a useful supplement to help healthcare policymakers in the Belt and Road countries, the Centers for Disease Control (CDC) and the World Health Organization (WHO) to develop strategies to combat COVID-19.
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Affiliation(s)
- Jie Yuan
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Yu Wu
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Wenzhan Jing
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Jue Liu
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Min Du
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Yaping Wang
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Min Liu
- Department of Epidemiology and Biostatics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China.
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111
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England R, Peirce N, Wedatilake T, Torresi J, Kemp S, Cook M, Mitchell S, Harland A. The Potential for Airborne Transmission of SARS-CoV-2 in Sport: A Cricket Case Study. Int J Sports Med 2021; 42:407-418. [PMID: 33511617 DOI: 10.1055/a-1342-8071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A review of risk factors affecting airborne transmission of SARS-CoV-2 was synthesised into an 'easy-to-apply' visual framework. Using this framework, video footage from two cricket matches were visually analysed, one pre-COVID-19 pandemic and one 'COVID-19 aware' game in early 2020. The number of opportunities for one participant to be exposed to biological secretions belonging to another participant was recorded as an exposure, as was the estimated severity of exposure as defined from literature. Events were rated based upon distance between subjects, relative orientation of the subjects, droplet generating activity performed (e. g., talking) and event duration. In analysis we reviewed each risk category independently and the compound effect of an exposure i. e., the product of the scores across all categories. With the application of generic, non-cricket specific, social distancing recommendations and general COVID-19 awareness, the number of exposures per 100 balls was reduced by 70%. More impressive was the decrease in the most severe compound ratings (those with two or more categories scored with the highest severity) which was 98% and the reduction in exposures with a proximity <1 m, 96%. Analysis of the factors effecting transmission risk indicated that cricket was likely to present a low risk, although this conclusion was somewhat arbitrary omitting a comparison with a non-cricketing activity.
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Affiliation(s)
- Rory England
- Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, United Kingdom of Great Britain and Northern Ireland
| | - Nicholas Peirce
- Department of Sport Science & Medicine, England and Wales Cricket Board, Loughborough, United Kingdom of Great Britain and Northern Ireland
| | - Thamindu Wedatilake
- Department of Sport Science & Medicine, England and Wales Cricket Board, Loughborough, United Kingdom of Great Britain and Northern Ireland
| | - Joseph Torresi
- Department of Microbiology and Immunology, The University of Melbourne, Melbourne, Australia
| | - Simon Kemp
- Medical Services Director, Rugby Football Union, Twickenham, United Kingdom of Great Britain and Northern Ireland.,Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom of Great Britain and Northern Ireland
| | - Malcolm Cook
- School of Architecture, Building and Civil Engineering, Loughborough University, Loughborough, United Kingdom of Great Britain and Northern Ireland
| | - Sean Mitchell
- Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, United Kingdom of Great Britain and Northern Ireland
| | - Andy Harland
- Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, United Kingdom of Great Britain and Northern Ireland
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112
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Walker JS, Archer J, Gregson FKA, Michel SES, Bzdek BR, Reid JP. Accurate Representations of the Microphysical Processes Occurring during the Transport of Exhaled Aerosols and Droplets. ACS CENTRAL SCIENCE 2021; 7:200-209. [PMID: 33532579 PMCID: PMC7845015 DOI: 10.1021/acscentsci.0c01522] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Indexed: 05/19/2023]
Abstract
Aerosols and droplets from expiratory events play an integral role in transmitting pathogens such as SARS-CoV-2 from an infected individual to a susceptible host. However, there remain significant uncertainties in our understanding of the aerosol droplet microphysics occurring during drying and sedimentation and the effect on the sedimentation outcomes. Here, we apply a new treatment for the microphysical behavior of respiratory fluid droplets to a droplet evaporation/sedimentation model and assess the impact on sedimentation distance, time scale, and particle phase. Above a 100 μm initial diameter, the sedimentation outcome for a respiratory droplet is insensitive to composition and ambient conditions. Below 100 μm, and particularly below 80 μm, the increased settling time allows the exact nature of the evaporation process to play a significant role in influencing the sedimentation outcome. For this size range, an incorrect treatment of the droplet composition, or imprecise use of RH or temperature, can lead to large discrepancies in sedimentation distance (with representative values >1 m, >2 m, and >2 m, respectively). Additionally, a respiratory droplet is likely to undergo a phase change prior to sedimenting if initially <100 μm in diameter, provided that the RH is below the measured phase change RH. Calculations of the potential exposure versus distance from the infected source show that the volume fraction of the initial respiratory droplet distribution, in this size range, which remains elevated above 1 m decreases from 1 at 1 m to 0.125 at 2 m.
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Affiliation(s)
- Jim S. Walker
- School of Chemistry, University of Bristol, Bristol BS8 1TS, United Kingdom
| | - Justice Archer
- School of Chemistry, University of Bristol, Bristol BS8 1TS, United Kingdom
| | | | - Sarah E. S. Michel
- School of Chemistry, University of Bristol, Bristol BS8 1TS, United Kingdom
| | - Bryan R. Bzdek
- School of Chemistry, University of Bristol, Bristol BS8 1TS, United Kingdom
| | - Jonathan P. Reid
- School of Chemistry, University of Bristol, Bristol BS8 1TS, United Kingdom
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113
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Chong KL, Ng CS, Hori N, Yang R, Verzicco R, Lohse D. Extended Lifetime of Respiratory Droplets in a Turbulent Vapor Puff and Its Implications on Airborne Disease Transmission. PHYSICAL REVIEW LETTERS 2021; 126:034502. [PMID: 33543958 DOI: 10.1103/physrevlett.126.034502] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 12/13/2020] [Accepted: 12/14/2020] [Indexed: 05/04/2023]
Abstract
To quantify the fate of respiratory droplets under different ambient relative humidities, direct numerical simulations of a typical respiratory event are performed. We found that, because small droplets (with initial diameter of 10 μm) are swept by turbulent eddies in the expelled humid puff, their lifetime gets extended by a factor of more than 30 times as compared to what is suggested by the classical picture by Wells, for 50% relative humidity. With increasing ambient relative humidity the extension of the lifetimes of the small droplets further increases and goes up to around 150 times for 90% relative humidity, implying more than 2 m advection range of the respiratory droplets within 1 sec. Employing Lagrangian statistics, we demonstrate that the turbulent humid respiratory puff engulfs the small droplets, leading to many orders of magnitude increase in their lifetimes, implying that they can be transported much further during the respiratory events than the large ones. Our findings provide the starting points for larger parameter studies and may be instructive for developing strategies on optimizing ventilation and indoor humidity control. Such strategies are key in mitigating the COVID-19 pandemic in the present autumn and upcoming winter.
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Affiliation(s)
- Kai Leong Chong
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
| | - Chong Shen Ng
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
| | - Naoki Hori
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
| | - Rui Yang
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
| | - Roberto Verzicco
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
- Dipartimento di Ingegneria Industriale, University of Rome 'Tor Vergata', Roma 00133, Italy
- Gran Sasso Science Institute - Viale F. Crispi, 7 67100 L'Aquila, Italy
| | - Detlef Lohse
- Physics of Fluids Group and Max Planck Center for Complex Fluid Dynamics, MESA+ Institute and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500AE Enschede, Netherlands
- Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany
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114
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Gao CX, Li Y, Wei J, Cotton S, Hamilton M, Wang L, Cowling BJ. Multi-route respiratory infection: When a transmission route may dominate. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 752:141856. [PMID: 32889280 PMCID: PMC7439990 DOI: 10.1016/j.scitotenv.2020.141856] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 08/07/2020] [Accepted: 08/19/2020] [Indexed: 05/04/2023]
Abstract
The exact transmission route of many respiratory infectious diseases remains a subject for debate to date. The relative contribution ratio of each transmission route is largely undetermined, which is affected by environmental conditions, human behaviour, the host and the microorganism. In this study, a detailed mathematical model is developed to investigate the relative contributions of different transmission routes to a multi-route transmitted respiratory infection. The following transmission routes are considered: long-range airborne transmission, short-range airborne transmission, direction inhalation of medium droplets or droplet nuclei, direct deposition of droplets of all sizes, direct and indirect contact route. It is illustrated that all transmission routes can dominate the total transmission risk under different scenarios. Influential parameters considered include the dose-response rate of different routes, droplet governing size that determines pathogen content in droplets, exposure distance, and pathogen dose transported to the hand of infector. Our multi-route transmission model provided a comprehensive but straightforward method to evaluate the probability of respiratory diseases transmission via different routes. It also established a basis for predicting the impact of individual-level intervention methods such as increasing close-contact distance and wearing protective masks.
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Affiliation(s)
- Caroline X Gao
- Centre for Youth Mental Health, University of Melbourne, Parkville, VIC 3052, Australia; School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; Orygen, Parkville, VIC 3052, Australia
| | - Yuguo Li
- Department of Mechanical Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, SAR 999077, China; Zhejiang Institute of Research and Innovation, The University of Hong Kong, Hangzhou 310000, China
| | - Jianjian Wei
- Institute of Refrigeration and Cryogenics, and Key Laboratory of Refrigeration and Cryogenic Technology of Zhejiang Province, Zhejiang University, Hangzhou 310000, China.
| | - Sue Cotton
- Centre for Youth Mental Health, University of Melbourne, Parkville, VIC 3052, Australia; Orygen, Parkville, VIC 3052, Australia
| | | | - Lei Wang
- Institute of Refrigeration and Cryogenics, and Key Laboratory of Refrigeration and Cryogenic Technology of Zhejiang Province, Zhejiang University, Hangzhou 310000, China
| | - Benjamin J Cowling
- School of Public Health, The University of Hong Kong, Pokfulam Road, Hong Kong, SAR 999077, China
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115
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Wei J, Guo S, Long E, Zhang L, Shu B, Guo L. Why does the spread of COVID-19 vary greatly in different countries? Revealing the efficacy of face masks in epidemic prevention. Epidemiol Infect 2021; 149:e24. [PMID: 33441205 PMCID: PMC7844184 DOI: 10.1017/s0950268821000108] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 01/08/2021] [Accepted: 01/11/2021] [Indexed: 11/05/2022] Open
Abstract
The severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) is highly contagious, and the coronavirus disease 2019 (COVID-19) pandemic caused by it has forced many countries to adopt 'lockdown' measures to prevent the spread of the epidemic through social isolation of citizens. Some countries proposed universal mask wearing as a protection measure of public health to strengthen national prevention efforts and to limit the wider spread of the epidemic. In order to reveal the epidemic prevention efficacy of masks, this paper systematically evaluates the experimental studies of various masks and filter materials, summarises the general characteristics of the filtration efficiency of isolation masks with particle size, and reveals the actual efficacy of masks by combining the volume distribution characteristics of human exhaled droplets with different particle sizes and the SARS-CoV-2 virus load of nasopharynx and throat swabs from patients. The existing measured data show that the filtration efficiency of all kinds of masks for large particles and extra-large droplets is close to 100%. From the perspective of filtering the total number of pathogens discharged in the environment and protecting vulnerable individuals from breathing live viruses, the mask has a higher protective effect. If considering the weighted average filtration efficiency with different particle sizes, the filtration efficiencies of the N95 mask and the ordinary mask are 99.4% and 98.5%, respectively. The mask can avoid releasing active viruses to the environment from the source of infection, thus maximising the protection of vulnerable individuals by reducing the probability of inhaling a virus. Therefore, if the whole society strictly implements the policy of publicly wearing masks, the risk of large-scale spread of the epidemic can be greatly reduced. Compared with the overall cost of social isolation, limited personal freedoms and forced suspension of economic activities, the inconvenience for citizens caused by wearing masks is perfectly acceptable.
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Affiliation(s)
- Jincheng Wei
- MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu, China
| | - Shurui Guo
- MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu, China
| | - Enshen Long
- MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu, China
| | - Li Zhang
- Department of Solid Waste Treatment Technology, Sichuan Environmental Protection Key Laboratory of Pollution Control for Heavy Metals, Sichuan Academy of Environmental Sciences, Chengdu, China
| | - Bizhen Shu
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second Hospital of Sichuan University, Chengdu, China
| | - Lei Guo
- MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu, China
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116
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Chen B, Jia P, Han J. Role of indoor aerosols for COVID-19 viral transmission: a review. ENVIRONMENTAL CHEMISTRY LETTERS 2021; 19:1953-1970. [PMID: 33462543 PMCID: PMC7805572 DOI: 10.1007/s10311-020-01174-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 12/23/2020] [Indexed: 05/16/2023]
Abstract
The relationship between outdoor atmospheric pollution by particulate matter and the morbidity and mortality of coronavirus disease 2019 (COVID-19) infections was recently disclosed, yet the role of indoor aerosols is poorly known . Since people spend most of their time indoor, indoor aerosols are closer to human occupants than outdoors, thus favoring airborne transmission of COVID-19. Therefore, here we review the characteristics of aerosol particles emitted from indoor sources, and how exposure to particles affects human respiratory infections and transport of airborne pathogens. We found that tobacco smoking, cooking, vacuum cleaning, laser printing, burning candles, mosquito coils and incenses generate large quantities of particles, mostly in the ultrafine range below 100 nm. These tiny particles stay airborne, are deposited in the deeper regions of human airways and are difficult to be removed by the respiratory system. As a consequence, adverse effects can be induced by inhaled aerosol particles via oxidative stress and inflammation. Early epidemiological evidence and animal studies have revealed the adverse effects of particle exposure in respiratory infections. In particular, inhaled particles can impair human respiratory systems and immune functions, and induce the upregulation of angiotensin-converting enzyme 2, thus inducing higher vulnerability to COVID-19 infection. Moreover, co-production of inflammation mediators by COVID-19 infection and particle exposure magnifies the cytokine storm and aggravates symptoms in patients. We also discuss the role of indoor aerosol particles as virus carriers. Although many hypotheses were proposed, there is still few knowledge on interactions between aerosol articles and virus-laden droplets or droplet nuclei.
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Affiliation(s)
- Bo Chen
- Department of Environmental Science and Engineering, College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000 People’s Republic of China
- Department of Environmental Science and Engineering, Xi’an Jiaotong University, Xi’an, 710049 People’s Republic of China
| | - Puqi Jia
- Department of Environmental Science and Engineering, College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000 People’s Republic of China
| | - Jie Han
- Department of Environmental Science and Engineering, Xi’an Jiaotong University, Xi’an, 710049 People’s Republic of China
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117
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Jacob S, Nithianandam S, Rastogi S, Sakhuja S, Sri Laxma Alankar SN. Handling and treatment strategies of biomedical wastes and biosolids contaminated with SARS-CoV-2 in waste environment. ENVIRONMENTAL AND HEALTH MANAGEMENT OF NOVEL CORONAVIRUS DISEASE (COVID-19 ) 2021. [PMCID: PMC8237404 DOI: 10.1016/b978-0-323-85780-2.00012-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The biomedical waste (BW) generated by hospitals and other health care facilities such as quarantine homes and isolation wards are exponentially increasing amid the COVID-19 pandemic. This has evoked a major challenge for governments worldwide to cope with the increasing demands of waste disposal with limited facilities. Each and every hospital has its own way of managing the waste generated, however, due to the COVID-19 pandemic, there is an intense pressure on health care workers to employ speedy and effective management techniques for the disposal of highly contagious SARS-CoV-2-contaminated BW. The study of survival rates of SARS-CoV-2 on various surfaces such as plastics (2–3 days), clothes (7 days), and wood (<24 h) has helped to deploy various disinfection processes such as treatment of contaminated surfaces with 70% ethanol and 0.05% sodium hypochlorite. Additionally, various effective waste processing procedures such as incineration and autoclaving for the disposal of infected masks, personal protective equipment (PPE) kits, towels, and tissues have been recommended. This chapter is focused on the detailed discussion on the characteristics and classification of wastes generated from health care sectors and management strategies with an emphasis on COVID-19.
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118
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Nazari A, Jafari M, Rezaei N, Taghizadeh-Hesary F, Taghizadeh-Hesary F. Jet fans in the underground car parking areas and virus transmission. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:013603. [PMID: 33746483 PMCID: PMC7976040 DOI: 10.1063/5.0033557] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 12/17/2020] [Indexed: 05/05/2023]
Abstract
Jet fans are increasingly preferred over traditional ducted systems as a means of ventilating pollutants in large environments such as underground car parks. The spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-which causes the novel coronavirus disease-through the jet fans in underground car parks has been considered a matter of key concern. A quantitative understanding of the propagation of respiratory droplets/particles/aerosols containing the virus is important. However, to date, studies have yet to demonstrate viral (e.g., SARS-CoV-2) transmission in underground car parks equipped with jet fans. In this paper, numerical simulation has been performed to assess the effects of jet fans on the spreading of viruses inside underground car parks.
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Affiliation(s)
- Ata Nazari
- Department of Mechanical Engineering, University
of Tabriz, Tabriz, Iran
| | - Moharram Jafari
- Department of Mechanical Engineering, University
of Tabriz, Tabriz, Iran
| | - Naser Rezaei
- Department of Mechanical Engineering, University
of Tabriz, Tabriz, Iran
| | | | - Farhad Taghizadeh-Hesary
- Social Science Research Institute, Tokai
University, Hiratsuka-shi 259-1292, Kanagawa-ken,
Japan
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119
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Chen X, Zhou X, Xia X, Xie X, Lu P, Feng Y. Modeling of the transport, hygroscopic growth, and deposition of multi-component droplets in a simplified airway with realistic thermal boundary conditions. JOURNAL OF AEROSOL SCIENCE 2021; 151:105626. [PMID: 32836373 PMCID: PMC7378524 DOI: 10.1016/j.jaerosci.2020.105626] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/10/2020] [Accepted: 07/12/2020] [Indexed: 05/22/2023]
Abstract
Accurate predictions of the droplet transport, evolution, and deposition in human airways are critical for the quantitative analysis of the health risks due to the exposure to the airborne pollutant or virus transmission. The droplet/particle-vapor interaction, i.e., the evaporation or condensation of the multi-component droplet/particle, is one of the key mechanisms that need to be precisely modeled. Using a validated computational model, the transport, evaporation, hygroscopic growth, and deposition of multi-component droplets were simulated in a simplified airway geometry. A mucus-tissue layer is explicitly modeled in the airway geometry to describe mucus evaporation and heat transfer. Pulmonary flow and aerosol dynamics patterns associated with different inhalation flow rates are visualized and compared. Investigated variables include temperature distributions, relative humidity (RH) distributions, deposition efficiencies, droplet/particle distributions, and droplet growth ratio distributions. Numerical results indicate that the droplet/particle-vapor interaction and the heat and mass transfer of the mucus-tissue layer must be considered in the computational lung aerosol dynamics study, since they can significantly influence the precise predictions of the aerosol transport and deposition. Furthermore, the modeling framework in this study is ready to be expanded to predict transport dynamics of cough/sneeze droplets starting from their generation and transmission in the indoor environment to the deposition in the human respiratory system.
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Affiliation(s)
- Xiaole Chen
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu, 210046, China
| | - Xianguang Zhou
- Zhongda Hospital, Southeast University, Nanjing, Jiangsu, 210096, China
| | - Xueying Xia
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu, 210046, China
| | - Xiaojian Xie
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu, 210046, China
| | - Ping Lu
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu, 210046, China
| | - Yu Feng
- School of Chemical Engineering, Oklahoma State University, Stillwater, OK, 74078, USA
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120
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Mahjoub Mohammed Merghani K, Sagot B, Gehin E, Da G, Motzkus C. A review on the applied techniques of exhaled airflow and droplets characterization. INDOOR AIR 2021; 31:7-25. [PMID: 33206424 PMCID: PMC7753802 DOI: 10.1111/ina.12770] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 10/12/2020] [Accepted: 11/01/2020] [Indexed: 05/18/2023]
Abstract
In the last two decades, multidisciplinary research teams worked on developing a comprehensive understanding of the transmission mechanisms of airborne diseases. This article reviews the experimental studies on the characterization of the exhaled airflow and the droplets, comparing the measured parameters, the advantages, and the limitations of each technique. To characterize the airflow field, the global flow-field techniques-high-speed photography, schlieren photography, and PIV-are applied to visualize the shape and propagation of the exhaled airflow and its interaction with the ambient air, while the pointwise measurements provide quantitative measurements of the velocity, flow rate, humidity and temperature at a single point in the flow field. For the exhaled droplets, intrusive techniques are used to characterize the size distribution and concentration of the droplets' dry residues while non-intrusive techniques can measure the droplet size and velocity at different locations in the flow field. The evolution of droplets' size and velocity away from the source has not yet been thoroughly experimentally investigated. Besides, there is a lack of information about the temperature and humidity fields composed by the interaction of the exhaled airflow and the ambient air.
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121
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Ye J, Qian H, Ma J, Zhou R, Zheng X. Using air curtains to reduce short-range infection risk in consulting ward: A numerical investigation. BUILDING SIMULATION 2021; 14:325-335. [PMID: 32837690 PMCID: PMC7317245 DOI: 10.1007/s12273-020-0649-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 04/07/2020] [Accepted: 04/09/2020] [Indexed: 05/05/2023]
Abstract
UNLABELLED Air curtains is promising in reducing the short-range infection risk in hospitals. To quantitatively evaluate its performance, this paper explores air curtains equipped on normal consulting desk to avoid doctor's direct exposure to the patient exhaled pollutants. A numerical investigation is conducted to evaluate the effects of supply air velocity and angle on cutting off performance. Simulation results show that the average mass fraction of exhaled pollutants decreases significantly (70%-90%) in the consulting ward, indicating satisfying performance of air curtains. Increasing supply air velocity is demonstrated to be conducive in forming full air curtains, whereas an excessively high supply air velocity may be of adverse effects by entraining exhaled flow. Besides, the supply air angle is also critical due to its coupling with supply air velocity. It is found that larger angle (0°-40°) is better where velocity is less than 3 m/s, otherwise a small angle (20°) is preferable where velocity is larger than 3 m/s. Exhaled flow could be well suppressed at the supply air angle 20° but moves over air curtains at 40°. This study can provide effective and intuitive guidance in applying air curtains in consulting wards. ELECTRONIC SUPPLEMENTARY MATERIAL ESM Supplementary material is available in the online version of this article at 10.1007/s12273-020-0649-7. The ESM files include the animation of patient exhaled droplets from the droplet birth at 0 s to 5 s under the supply air angle 0°, 20°, 40°, at supply air velocity 3 m/s.
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Affiliation(s)
- Jin Ye
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
- Engineering Research Center of BEEE, Ministry of Education of China, Nanjing, 210096 China
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
- Engineering Research Center of BEEE, Ministry of Education of China, Nanjing, 210096 China
| | - Jianchao Ma
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
- Engineering Research Center of BEEE, Ministry of Education of China, Nanjing, 210096 China
| | - Rong Zhou
- First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510000 China
- Guangzhou Angel Biosafety Co., Ltd, Guangzhou, 510000 China
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
- Engineering Research Center of BEEE, Ministry of Education of China, Nanjing, 210096 China
- Jiangsu Provincial Key Laboratory of Solar Energy Science and Technology, Nanjing, 210096 China
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122
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Transmission risk of viruses in large mucosalivary droplets on the surface of objects: A time-based analysis. Infect Dis Now 2020; 51:219-227. [PMID: 33934808 PMCID: PMC8050950 DOI: 10.1016/j.idnow.2020.11.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/18/2020] [Accepted: 11/05/2020] [Indexed: 02/04/2023]
Abstract
The novel human coronavirus SARS-CoV-2 has been responsible for a worldwide pandemic. Although media transmission through contaminated surfaces is one of the most recognized ways of transmission, the study on the number and viability of viruses surviving on a surface after leaving the host represents a “blind spot” in current research. In this paper we have reviewed studies on the physical process of droplet evaporation on media surfaces, and analyzed the recent literature related to experiments on the decay of the viral concentration and infectious activity of SARS-CoV-2 and other viruses on those surface and in the air. The huge differences in the risk of media transmission of large saliva and sputum droplets were analyzed in terms of time elapsed. Due to the rapid decrease of water content in the evaporated droplets and the increased concentration of each component, the living environment of the virus tended to deteriorate sharply, and virus concentration plummeted within a few minutes. Although a virus can be detected in a matter of hours, tens of hours, or days, the risk of transmission is negligible compared to when it first left the host. This study suggests that the key to prevention and control is to start from the source, the earlier the better. It is extremely important to develop good public health habits, wear masks, and wash hands frequently. That said, excessive disinfection and sterilization of surfaces during a later period may have adverse effects.
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123
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Cough-independent production of viable Mycobacterium tuberculosis in bioaerosol. Tuberculosis (Edinb) 2020; 126:102038. [PMID: 33316737 DOI: 10.1016/j.tube.2020.102038] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 10/23/2020] [Accepted: 12/01/2020] [Indexed: 11/23/2022]
Abstract
BACKGROUND Symptoms of infectious respiratory illnesses are often assumed to drive transmission. However, production and release of Mycobacterium tuberculosis (Mtb) bioaerosols is poorly understood. We report quantitation of Mtb exhaled during specific respiratory manoeuvres. METHODS Direct capture of nascent bioaerosol particles and indirect collection of aged particles was performed in 10 healthy subjects. Indirect and direct capture of exhaled viable Mtb bacilli was compared in 38 PTB patients and directly captured viable Mtb during cough and bronchiole-burst manoeuvres in 27 of the PTB patients. RESULTS Direct sampling of healthy subjects captured larger bioaerosol volumes with higher proportions of 2-5 μm particles than indirect sampling. Indirect sampling identified viable Mtb in 92.1% (35 of 38) of PTB patients during 60-min relaxed breathing, median bacillary count 7.5 (IQR: 3.25-19). Direct sampling for 10-min identified Mtb in 97.4% (37 of 38) of PTB patients with higher bacilli counts (p < 0.001), median 24.5 (IQR:11.25-37.5). A short 5-min sampling regimen of 10 coughs or 10 bronchiole-burst manoeuvres yielded a median of 11 (IQR: 4-17) and 11 (IQR: 7-17.5) Mtb bacilli, respectively (p = 0.53). CONCLUSIONS Peripheral lung bioaerosol released through deep exhalations alone contained viable Mtb suggesting non-cough transmission is possible in PTB.
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124
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Jarvis MC. Aerosol Transmission of SARS-CoV-2: Physical Principles and Implications. Front Public Health 2020; 8:590041. [PMID: 33330334 PMCID: PMC7719704 DOI: 10.3389/fpubh.2020.590041] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/30/2020] [Indexed: 12/23/2022] Open
Abstract
Evidence has emerged that SARS-CoV-2, the coronavirus that causes COVID-19, can be transmitted airborne in aerosol particles as well as in larger droplets or by surface deposits. This minireview outlines the underlying aerosol science, making links to aerosol research in other disciplines. SARS-CoV-2 is emitted in aerosol form during normal breathing by both asymptomatic and symptomatic people, remaining viable with a half-life of up to about an hour during which air movement can carry it considerable distances, although it simultaneously disperses. The proportion of the droplet size distribution within the aerosol range depends on the sites of origin within the respiratory tract and on whether the distribution is presented on a number or volume basis. Evaporation and fragmentation reduce the size of the droplets, whereas coalescence increases the mean droplet size. Aerosol particles containing SARS-CoV-2 can also coalesce with pollution particulates, and infection rates correlate with pollution. The operation of ventilation systems in public buildings and transportation can create infection hazards via aerosols, but provides opportunities for reducing the risk of transmission in ways as simple as switching from recirculated to outside air. There are also opportunities to inactivate SARS-CoV-2 in aerosol form with sunlight or UV lamps. The efficiency of masks for blocking aerosol transmission depends strongly on how well they fit. Research areas that urgently need further experimentation include the basis for variation in droplet size distribution and viral load, including droplets emitted by "superspreader" individuals; the evolution of droplet sizes after emission, their interaction with pollutant aerosols and their dispersal by turbulence, which gives a different basis for social distancing.
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Huang H, Park H, Liu Y, Huang J. On-Mask Chemical Modulation of Respiratory Droplets. MATTER 2020; 3:1791-1810. [PMID: 33163959 PMCID: PMC7598905 DOI: 10.1016/j.matt.2020.10.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 09/30/2020] [Accepted: 10/07/2020] [Indexed: 05/22/2023]
Abstract
Transmission of infectious respiratory diseases starts from pathogen-laden respiratory droplets released during coughing, sneezing, or speaking. Here we report an on-mask chemical modulation strategy, whereby droplets escaping a masking layer are chemically contaminated with antipathogen molecules (e.g., mineral acids or copper salts) preloaded on polyaniline-coated fabrics. A colorimetric method based on the color change of polyaniline and a fluorometric method utilizing fluorescence quenching microscopy are developed for visualizing the degree of modification of the escaped droplets by H+ and Cu2+, respectively. It is found that even fabrics with low fiber-packing densities (e.g., 19%) can readily modify 49% of the escaped droplets by number, which accounts for about 82% by volume. The chemical modulation strategy could offer additional public health benefits to the use of face covering to make the sources less infectious, helping to strengthen the response to the current pandemic or future outbreaks of infectious respiratory diseases.
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Affiliation(s)
- Haiyue Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Hun Park
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Yihan Liu
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jiaxing Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
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126
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Lelieveld J, Helleis F, Borrmann S, Cheng Y, Drewnick F, Haug G, Klimach T, Sciare J, Su H, Pöschl U. Model Calculations of Aerosol Transmission and Infection Risk of COVID-19 in Indoor Environments. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17218114. [PMID: 33153155 DOI: 10.1101/2020.09.22.20199489] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 10/28/2020] [Accepted: 10/31/2020] [Indexed: 05/25/2023]
Abstract
The role of aerosolized SARS-CoV-2 viruses in airborne transmission of COVID-19 has been debated. The aerosols are transmitted through breathing and vocalization by infectious subjects. Some authors state that this represents the dominant route of spreading, while others dismiss the option. Here we present an adjustable algorithm to estimate the infection risk for different indoor environments, constrained by published data of human aerosol emissions, SARS-CoV-2 viral loads, infective dose and other parameters. We evaluate typical indoor settings such as an office, a classroom, choir practice, and a reception/party. Our results suggest that aerosols from highly infective subjects can effectively transmit COVID-19 in indoor environments. This "highly infective" category represents approximately 20% of the patients who tested positive for SARS-CoV-2. We find that "super infective" subjects, representing the top 5-10% of subjects with a positive test, plus an unknown fraction of less-but still highly infective, high aerosol-emitting subjects-may cause COVID-19 clusters (>10 infections). In general, active room ventilation and the ubiquitous wearing of face masks (i.e., by all subjects) may reduce the individual infection risk by a factor of five to ten, similar to high-volume, high-efficiency particulate air (HEPA) filtering. A particularly effective mitigation measure is the use of high-quality masks, which can drastically reduce the indoor infection risk through aerosols.
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Affiliation(s)
- Jos Lelieveld
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
- The Cyprus Institute, Climate and Atmosphere Research Center, 2121 Nicosia, Cyprus
| | - Frank Helleis
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | | | - Yafang Cheng
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Frank Drewnick
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Gerald Haug
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Thomas Klimach
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Jean Sciare
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
- The Cyprus Institute, Climate and Atmosphere Research Center, 2121 Nicosia, Cyprus
| | - Hang Su
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Ulrich Pöschl
- Max Planck Institute for Chemistry, 55128 Mainz, Germany
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127
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Lelieveld J, Helleis F, Borrmann S, Cheng Y, Drewnick F, Haug G, Klimach T, Sciare J, Su H, Pöschl U. Model Calculations of Aerosol Transmission and Infection Risk of COVID-19 in Indoor Environments. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E8114. [PMID: 33153155 PMCID: PMC7662582 DOI: 10.3390/ijerph17218114] [Citation(s) in RCA: 106] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 10/28/2020] [Accepted: 10/31/2020] [Indexed: 01/08/2023]
Abstract
The role of aerosolized SARS-CoV-2 viruses in airborne transmission of COVID-19 has been debated. The aerosols are transmitted through breathing and vocalization by infectious subjects. Some authors state that this represents the dominant route of spreading, while others dismiss the option. Here we present an adjustable algorithm to estimate the infection risk for different indoor environments, constrained by published data of human aerosol emissions, SARS-CoV-2 viral loads, infective dose and other parameters. We evaluate typical indoor settings such as an office, a classroom, choir practice, and a reception/party. Our results suggest that aerosols from highly infective subjects can effectively transmit COVID-19 in indoor environments. This "highly infective" category represents approximately 20% of the patients who tested positive for SARS-CoV-2. We find that "super infective" subjects, representing the top 5-10% of subjects with a positive test, plus an unknown fraction of less-but still highly infective, high aerosol-emitting subjects-may cause COVID-19 clusters (>10 infections). In general, active room ventilation and the ubiquitous wearing of face masks (i.e., by all subjects) may reduce the individual infection risk by a factor of five to ten, similar to high-volume, high-efficiency particulate air (HEPA) filtering. A particularly effective mitigation measure is the use of high-quality masks, which can drastically reduce the indoor infection risk through aerosols.
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Affiliation(s)
- Jos Lelieveld
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
- The Cyprus Institute, Climate and Atmosphere Research Center, 2121 Nicosia, Cyprus;
| | - Frank Helleis
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Stephan Borrmann
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Yafang Cheng
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Frank Drewnick
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Gerald Haug
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Thomas Klimach
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Jean Sciare
- The Cyprus Institute, Climate and Atmosphere Research Center, 2121 Nicosia, Cyprus;
| | - Hang Su
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
| | - Ulrich Pöschl
- Max Planck Institute for Chemistry, 55128 Mainz, Germany; (F.H.); (S.B.); (Y.C.); (F.D.); (G.H.); (T.K.); (H.S.); (U.P.)
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128
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V AAR, R V, Haghighat F. The contribution of dry indoor built environment on the spread of Coronavirus: Data from various Indian states. SUSTAINABLE CITIES AND SOCIETY 2020; 62:102371. [PMID: 32834934 PMCID: PMC7329687 DOI: 10.1016/j.scs.2020.102371] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/15/2020] [Accepted: 06/22/2020] [Indexed: 05/18/2023]
Abstract
Coronavirus spread is more serious in urban metropolitan cities compared to rural areas. It is observed from the data on the infection rate available in the various sources that the cold and dry conditions accelerate the spread of coronavirus. In the present work, the existing theory of respiratory droplet drying is used to propose the mechanism of virus spread under various climates and the indoor environment conditions which plays a greater role in the virus spread. This concept is assessed using four major parameters such as population density, climate severity, the volume of indoor spaces, and air-conditioning usage which affect the infection spread and mortality using the data available for various states of India. Further, it is analysed using the data from various states in India along with the respective climatic conditions. It is found that under some indoor scenarios, the coronaviruses present in the respiratory droplets become active due to size reduction that occurs both in sessile and airborne droplet nuclei causing an increase in the spread. Understanding this mechanism will be very useful to take the necessary steps to reduce the rate of transmission by initiating corrective measures and maintaining the required conditions in the indoor built environment.
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Affiliation(s)
- Antony Aroul Raj V
- Department of Mechanical Engineering, Easwari Engineering College, Ramapuram, Chennai, India
| | - Velraj R
- Institute for Energy Studies, Anna University, Chennai, 600025, India
| | - Fariborz Haghighat
- Department Building, Civil and Environmental Engineering, Concordia University, Montreal, Canada
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129
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Mao N, An CK, Guo LY, Wang M, Guo L, Guo SR, Long ES. Transmission risk of infectious droplets in physical spreading process at different times: A review. BUILDING AND ENVIRONMENT 2020; 185:107307. [PMID: 33519041 PMCID: PMC7832643 DOI: 10.1016/j.buildenv.2020.107307] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 09/03/2020] [Accepted: 09/16/2020] [Indexed: 05/10/2023]
Abstract
Droplets provide a well-known transmission media in the COVID-19 epidemic, and the particle size is closely related to the classification of the transmission route. However, the term "aerosol" covers most particle sizes of suspended particulates because of information asymmetry in different disciplines, which may lead to misunderstandings in the selection of epidemic prevention and control strategies for the public. In this review, the time when these droplets are exhaled by a patient was taken as the initial time. Then, all available viral loads and numerical distribution of the exhaled droplets was analyzed, and the evaporation model of droplets in the air was combined with the deposition model of droplet nuclei in the respiratory tract. Lastly, the perspective that physical spread affects the transmission risk of different size droplets at different times was summarized for the first time. The results showed that although the distribution of exhaled droplets was dominated by small droplets, droplet volume was proportional to the third power of particle diameter, meaning that the viral load of a 100 μm droplet was approximately 106 times that of a 1 μm droplet at the initial time. Furthermore, the exhaled droplets are affected by heat and mass transfer of evaporation, water fraction, salt concentration, and acid-base balance (the water fraction > 98%), which lead them to change rapidly, and the viral survival condition also deteriorates dramatically. The time required for the initial diameter (do) of a droplet to shrink to the equilibrium diameter (de, about 30% of do) is approximately proportional to the second power of the particle diameter, taking only a few milliseconds for a 1 μm droplet but hundreds of milliseconds for a 10 μm droplet; in other words, the viruses carried by the large droplets can be preserved as much as possible. Finally, the infectious droplet nuclei maybe inhaled by the susceptible population through different and random contact routes, and the droplet nuclei with larger de decompose more easily into tiny particles on account of the accelerated collision in a complex airway, which can be deposited in the higher risk alveolar region. During disease transmission, the infectious droplet particle size varies widely, and the transmission risk varies significantly at different time nodes; therefore, the fuzzy term "aerosol" is not conducive to analyzing disease exposure risk. Recommendations for epidemic prevention and control strategies are: 1) Large droplets are the main conflict in disease transmission; thus, even if they are blocked by a homemade mask initially, it significantly contains the epidemic. 2) The early phase of contact, such as close-contact and short-range transmission, has the highest infection risk; therefore, social distancing can effectively keep the susceptible population from inhaling active viruses. 3) The risk of the fomite route depends on the time in contact with infectious viruses; thus, it is important to promote good health habits (including frequent hand washing, no-eye rubbing, coughing etiquette, normalization of surface cleaning), although blind and excessive disinfection measures are not advisable. 4) Compared with the large droplets, the small droplets have larger numbers but carry fewer viruses and are more prone to die through evaporation.
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Affiliation(s)
- N Mao
- MOE Key Laboratory of Deep Earth Science and Engineering, Institute of Disaster Management and Reconstruction, Sichuan University, Chengdu, China
| | - C K An
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - L Y Guo
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - M Wang
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - L Guo
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - S R Guo
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - E S Long
- MOE Key Laboratory of Deep Earth Science and Engineering, Institute of Disaster Management and Reconstruction, Sichuan University, Chengdu, China
- College of Architecture and Environment, Sichuan University, Chengdu, China
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130
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Tang S, Mao Y, Jones RM, Tan Q, Ji JS, Li N, Shen J, Lv Y, Pan L, Ding P, Wang X, Wang Y, MacIntyre CR, Shi X. Aerosol transmission of SARS-CoV-2? Evidence, prevention and control. ENVIRONMENT INTERNATIONAL 2020; 144:106039. [PMID: 32822927 PMCID: PMC7413047 DOI: 10.1016/j.envint.2020.106039] [Citation(s) in RCA: 318] [Impact Index Per Article: 63.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 05/09/2023]
Abstract
As public health teams respond to the pandemic of coronavirus disease 2019 (COVID-19), containment and understanding of the modes of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission is of utmost importance for policy making. During this time, governmental agencies have been instructing the community on handwashing and physical distancing measures. However, there is no agreement on the role of aerosol transmission for SARS-CoV-2. To this end, we aimed to review the evidence of aerosol transmission of SARS-CoV-2. Several studies support that aerosol transmission of SARS-CoV-2 is plausible, and the plausibility score (weight of combined evidence) is 8 out of 9. Precautionary control strategies should consider aerosol transmission for effective mitigation of SARS-CoV-2.
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Affiliation(s)
- Song Tang
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China; Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Yixin Mao
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Rachael M Jones
- Department of Family and Preventive Medicine, School of Medicine, University of Utah, Salt Lake City, UT 84108, USA
| | - Qiyue Tan
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - John S Ji
- Environmental Research Center, Duke Kunshan University, Kunshan, Jiangsu 215316, China; Nicholas School of the Environment, Duke University, Durham, NC 27708, USA
| | - Na Li
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Jin Shen
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Yuebin Lv
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Lijun Pan
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Pei Ding
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Xiaochen Wang
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - Youbin Wang
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China
| | - C Raina MacIntyre
- Kirby Institute, Faculty of Medicine, The University of New South Wales, Sydney, Australia; College of Public Service & Community Solutions and College of Health Solutions, Arizona State University, USA
| | - Xiaoming Shi
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China; Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, China.
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131
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Bhardwaj R, Agrawal A. How coronavirus survives for days on surfaces. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2020; 32:111706. [PMID: 33281435 PMCID: PMC7713872 DOI: 10.1063/5.0033306] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 10/26/2020] [Indexed: 05/04/2023]
Abstract
Our previous study [R. Bhardwaj and A. Agrawal, "Likelihood of survival of coronavirus in a respiratory droplet deposited on a solid surface," Phys. Fluids 32, 061704 (2020)] showed that the drying time of typical respiratory droplets is on the order of seconds, while the survival time of the coronavirus on different surfaces was reported to be on the order of hours in recent experiments. We attribute the long survival time of the coronavirus on a surface to the slow evaporation of a thin nanometer liquid film remaining after the evaporation of the bulk droplet. Accordingly, we employ a computational model for a thin film in which the evaporating mass rate is a function of disjoining and Laplace pressures inside the film. The model shows a strong dependence on the initial thickness of the film and suggests that the drying time of this nanometric film is on the order of hours, consistent with the survival time of the coronavirus on a surface, seen in published experiments. We briefly examine the change in the drying time as a function of the contact angle and type of surface. The computed time-varying film thickness or volume qualitatively agrees with the measured decay of the coronavirus titer on different surfaces. The present work provides insights on why coronavirus survival is on the order of hours or days on a solid surface under ambient conditions.
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Affiliation(s)
- Rajneesh Bhardwaj
- Department of Mechanical Engineering, Indian Institute of Technology
Bombay, Mumbai 400076, India
| | - Amit Agrawal
- Department of Mechanical Engineering, Indian Institute of Technology
Bombay, Mumbai 400076, India
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132
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Wang Y, Xu G, Huang YW. Modeling the load of SARS-CoV-2 virus in human expelled particles during coughing and speaking. PLoS One 2020; 15:e0241539. [PMID: 33125421 PMCID: PMC7598485 DOI: 10.1371/journal.pone.0241539] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 10/17/2020] [Indexed: 12/23/2022] Open
Abstract
Particle size is an essential factor when considering the fate and transport of virus-containing droplets expelled by human, because it determines the deposition pattern in the human respiratory system and the evolution of droplets by evaporation and gravitational settling. However, the evolution of virus-containing droplets and the size-dependent viral load have not been studied in detail. The lack of this information leads to uncertainties in understanding the airborne transmission of respiratory diseases, such as the COVID-19. In this study, through a set of differential equations describing the evolution of respiratory droplets and by using the SARS-CoV-2 virus as an example, we investigated the distribution of airborne virus in human expelled particles from coughing and speaking. More specifically, by calculating the vertical distances traveled by the respiratory droplets, we examined the number of viruses that can remain airborne and the size of particles carrying these airborne viruses after different elapsed times. From a single cough, a person with a high viral load in respiratory fluid (2.35 × 109 copies per ml) may generate as many as 1.23 × 105 copies of viruses that can remain airborne after 10 seconds, compared to 386 copies of a normal patient (7.00 × 106 copies per ml). Masking, however, can effectively block around 94% of the viruses that may otherwise remain airborne after 10 seconds. Our study found that no clear size boundary exists between particles that can settle and can remain airborne. The results from this study challenge the conventional understanding of disease transmission routes through airborne and droplet mechanisms. We suggest that a complete understanding of the respiratory droplet evolution is essential and needed to identify the transmission mechanisms of respiratory diseases.
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Affiliation(s)
- Yang Wang
- Department of Civil, Architectural and Environmental Engineering, Missouri University of Science and Technology, Rolla, MO, United States of America
| | - Guang Xu
- Department of Mining and Nuclear Engineering, Missouri University of Science and Technology, Rolla, MO, United States of America
| | - Yue-Wern Huang
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO, United States of America
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133
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Beggs CB, Avital EJ. Upper-room ultraviolet air disinfection might help to reduce COVID-19 transmission in buildings: a feasibility study. PeerJ 2020; 8:e10196. [PMID: 33083158 PMCID: PMC7566754 DOI: 10.7717/peerj.10196] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/25/2020] [Indexed: 11/20/2022] Open
Abstract
As the world's economies come out of the lockdown imposed by the COVID-19 pandemic, there is an urgent need for technologies to mitigate COVID-19 transmission in confined spaces such as buildings. This feasibility study looks at one such technology, upper-room ultraviolet (UV) air disinfection, that can be safely used while humans are present in the room space, and which has already proven its efficacy as an intervention to inhibit the transmission of airborne diseases such as measles and tuberculosis. Using published data from various sources, it is shown that the SARS-CoV-2 virus, the causative agent of COVID-19, is highly likely to be susceptible to UV-C damage when suspended in air, with a UV susceptibility constant likely to be in the region 0.377-0.590 m2/J, similar to that for other aerosolised coronaviruses. As such, the UV-C flux required to disinfect the virus is expected to be acceptable and safe for upper-room applications. Through analysis of expected and worst-case scenarios, the efficacy of the upper-room UV-C approach for reducing COVID-19 transmission in confined spaces (with moderate but sufficient ceiling height) is demonstrated. Furthermore, it is shown that with SARS-CoV-2, it should be possible to achieve high equivalent air change rates using upper-room UV air disinfection, suggesting that the technology might be particularly applicable to poorly ventilated spaces.
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Affiliation(s)
- Clive B. Beggs
- Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Eldad J. Avital
- School of Engineering and Materials Science, Queen Mary University of London, London, UK
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134
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Yang X, Ou C, Yang H, Liu L, Song T, Kang M, Lin H, Hang J. Transmission of pathogen-laden expiratory droplets in a coach bus. JOURNAL OF HAZARDOUS MATERIALS 2020; 397:122609. [PMID: 32361671 PMCID: PMC7152903 DOI: 10.1016/j.jhazmat.2020.122609] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Revised: 03/25/2020] [Accepted: 03/27/2020] [Indexed: 05/04/2023]
Abstract
Droplet dispersion carrying viruses/bacteria in enclosed/crowded buses may induce transmissions of respiratory infectious diseases, but the influencing mechanisms have been rarely investigated. By conducting high-resolution CFD simulations, this paper investigates the evaporation and transport of solid-liquid mixed droplets (initial diameter 10 μm and 50 μm, solid to liquid ratio is 1:9) exhaled in a coach bus with 14 thermal manikins. Five air-conditioning supply directions and ambient relative humidity (RH = 35 % and 95 %) are considered. Results show that ventilation effectiveness, RH and initial droplet size significantly influence droplet transmissions in coach bus. 50 μm droplets tend to evaporate completely within 1.8 s and 7 s as RH = 35 % and 95 % respectively, while 0.2 s or less for 10 μm droplets. Thus 10 μm droplets diffuse farther with wider range than 50 μm droplets which tend to deposit more on surfaces. Droplet dispersion pattern differs due to various interactions of gravity, ventilation flows and the upward thermal body plume. The fractions of droplets suspended in air, deposited on wall surfaces are quantified. This study implies high RH, backward supply direction and passengers sitting at nonadjacent seats can effectively reduce infection risk of droplet transmission in buses. Besides taking masks, regular cleaning is also recommended since 85 %-100 % of droplets deposit on object surfaces.
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Affiliation(s)
- Xia Yang
- School of Atmospheric Sciences, Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Sun Yat-sen University, Guangzhou, PR China
| | - Cuiyun Ou
- School of Atmospheric Sciences, Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Sun Yat-sen University, Guangzhou, PR China
| | - Hongyu Yang
- School of Atmospheric Sciences, Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Sun Yat-sen University, Guangzhou, PR China
| | - Li Liu
- Department of Building Science, School of Architecture, Tsinghua University, Beijing, 100084, PR China
| | - Tie Song
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, PR China
| | - Min Kang
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, PR China
| | - Hualiang Lin
- Department of Epidemiology, School of Public Health, Sun Yat-sen University Guangzhou, PR China
| | - Jian Hang
- School of Atmospheric Sciences, Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Sun Yat-sen University, Guangzhou, PR China; Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, PR China.
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135
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Bhagat RK, Davies Wykes MS, Dalziel SB, Linden PF. Effects of ventilation on the indoor spread of COVID-19. JOURNAL OF FLUID MECHANICS 2020; 903:F1. [PMID: 34191877 PMCID: PMC7520710 DOI: 10.1017/jfm.2020.720] [Citation(s) in RCA: 145] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Although the relative importance of airborne transmission of the SARS-CoV-2 virus is controversial, increasing evidence suggests that understanding airflows is important for estimation of the risk of contracting COVID-19. The data available so far indicate that indoor transmission of the virus far outstrips outdoor transmission, possibly due to longer exposure times and the decreased turbulence levels (and therefore dispersion) found indoors. In this paper we discuss the role of building ventilation on the possible pathways of airborne particles and examine the fluid mechanics of the processes involved.
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Affiliation(s)
- Rajesh K. Bhagat
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Centre for Mathematical Sciences, Wilberforce Road, CambridgeCB3 0WA, UK
| | - M. S. Davies Wykes
- Department of Engineering, University of Cambridge, Trumpington Street, CambridgeCB2 1PZ, UK
| | - Stuart B. Dalziel
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Centre for Mathematical Sciences, Wilberforce Road, CambridgeCB3 0WA, UK
| | - P. F. Linden
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Centre for Mathematical Sciences, Wilberforce Road, CambridgeCB3 0WA, UK
- Email address for correspondence:
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136
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Hadi J, Dunowska M, Wu S, Brightwell G. Control Measures for SARS-CoV-2: A Review on Light-Based Inactivation of Single-Stranded RNA Viruses. Pathogens 2020; 9:E737. [PMID: 32911671 PMCID: PMC7558314 DOI: 10.3390/pathogens9090737] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 09/04/2020] [Accepted: 09/05/2020] [Indexed: 12/20/2022] Open
Abstract
SARS-CoV-2 is a single-stranded RNA virus classified in the family Coronaviridae. In this review, we summarize the literature on light-based (UV, blue, and red lights) sanitization methods for the inactivation of ssRNA viruses in different matrixes (air, liquid, and solid). The rate of inactivation of ssRNA viruses in liquid was higher than in air, whereas inactivation on solid surfaces varied with the type of surface. The efficacy of light-based inactivation was reduced by the presence of absorptive materials. Several technologies can be used to deliver light, including mercury lamp (conventional UV), excimer lamp (UV), pulsed-light, and light-emitting diode (LED). Pulsed-light technologies could inactivate viruses more quickly than conventional UV-C lamps. Large-scale use of germicidal LED is dependent on future improvements in their energy efficiency. Blue light possesses virucidal potential in the presence of exogenous photosensitizers, although femtosecond laser (ultrashort pulses) can be used to circumvent the need for photosensitizers. Red light can be combined with methylene blue for application in medical settings, especially for sanitization of blood products. Future modelling studies are required to establish clearer parameters for assessing susceptibility of viruses to light-based inactivation. There is considerable scope for improvement in the current germicidal light-based technologies and practices.
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Affiliation(s)
- Joshua Hadi
- AgResearch Ltd., Hopkirk Research Institute, Cnr University Ave and Library Road, Massey University, Palmerston North 4442, New Zealand; (J.H.); (S.W.)
| | - Magdalena Dunowska
- School of Veterinary Science, Massey University Manawatu (Turitea) Tennent Drive, Palmerston North 4474, New Zealand;
| | - Shuyan Wu
- AgResearch Ltd., Hopkirk Research Institute, Cnr University Ave and Library Road, Massey University, Palmerston North 4442, New Zealand; (J.H.); (S.W.)
| | - Gale Brightwell
- AgResearch Ltd., Hopkirk Research Institute, Cnr University Ave and Library Road, Massey University, Palmerston North 4442, New Zealand; (J.H.); (S.W.)
- New Zealand Food Safety Science and Research Centre, Massey University Manawatu (Turitea) Tennent Drive, Palmerston North 4474, New Zealand
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137
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Affiliation(s)
- Franco Fusi
- Medical Physics Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio" Viale G. Pieraccini 6, I-50139 Florence, University of Florence, Italy.
| | - Giovanni Romano
- Medical Physics Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio" Viale G. Pieraccini 6, I-50139 Florence, University of Florence, Italy.
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138
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Jayaweera M, Perera H, Gunawardana B, Manatunge J. Transmission of COVID-19 virus by droplets and aerosols: A critical review on the unresolved dichotomy. ENVIRONMENTAL RESEARCH 2020; 188:109819. [PMID: 32569870 PMCID: PMC7293495 DOI: 10.1016/j.envres.2020.109819] [Citation(s) in RCA: 653] [Impact Index Per Article: 130.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 06/01/2020] [Accepted: 06/10/2020] [Indexed: 05/07/2023]
Abstract
The practice of social distancing and wearing masks has been popular worldwide in combating the contraction of COVID-19. Undeniably, although such practices help control the COVID-19 pandemic to a greater extent, the complete control of virus-laden droplet and aerosol transmission by such practices is poorly understood. This review paper intends to outline the literature concerning the transmission of virus-laden droplets and aerosols in different environmental settings and demonstrates the behavior of droplets and aerosols resulted from a cough-jet of an infected person in various confined spaces. The case studies that have come out in different countries have, with prima facie evidence, manifested that the airborne transmission plays a profound role in contracting susceptible hosts. The infection propensities in confined spaces (airplane, passenger car, and healthcare center) by the transmission of droplets and aerosols under varying ventilation conditions were discussed. Interestingly, the nosocomial transmission by airborne SARS-CoV-2 virus-laden aerosols in healthcare facilities may be plausible. Hence, clearly defined, science-based administrative, clinical, and physical measures are of paramount importance to eradicate the COVID-19 pandemic from the world.
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Affiliation(s)
- Mahesh Jayaweera
- Department of Civil Engineering, University of Moratuwa, Sri Lanka.
| | - Hasini Perera
- Department of Forestry and Environmental Science, University of Sri Jayewardenepura, Sri Lanka
| | | | - Jagath Manatunge
- Department of Civil Engineering, University of Moratuwa, Sri Lanka
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139
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Seminara G, Carli B, Forni G, Fuzzi S, Mazzino A, Rinaldo A. Biological fluid dynamics of airborne COVID-19 infection. RENDICONTI LINCEI. SCIENZE FISICHE E NATURALI 2020; 31:505-537. [PMID: 32837713 PMCID: PMC7429142 DOI: 10.1007/s12210-020-00938-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 07/21/2020] [Indexed: 12/26/2022]
Abstract
ABSTRACT We review the state of knowledge on the bio-fluid dynamic mechanisms involved in the transmission of the infection from SARS-CoV-2. The relevance of the subject stems from the key role of airborne virus transmission by viral particles released by an infected person via coughing, sneezing, speaking or simply breathing. Speech droplets generated by asymptomatic disease carriers are also considered for their viral load and potential for infection. Proper understanding of the mechanics of the complex processes whereby the two-phase flow emitted by an infected individual disperses into the environment would allow us to infer from first principles the practical rules to be imposed on social distancing and on the use of facial and eye protection, which to date have been adopted on a rather empirical basis. These measures need compelling scientific validation. A deeper understanding of the relevant biological fluid dynamics would also allow us to evaluate the contrasting effects of natural or forced ventilation of environments on the transmission of contagion: the risk decreases as the viral load is diluted by mixing effects but contagion is potentially allowed to reach larger distances from the infected source. To that end, our survey supports the view that a formal assessment of a number of open problems is needed. They are outlined in the discussion. GRAPHIC ABSTRACT
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Affiliation(s)
- Giovanni Seminara
- Accademia Nazionale dei Lincei, Rome, Italy
- Università di Genova, Genoa, Italy
| | - Bruno Carli
- Accademia Nazionale dei Lincei, Rome, Italy
- Istituto di Fisica Applicata Nello Carrara (IFAC), Consiglio Nazionale Delle Ricerche, Sesto Fiorentino, Italy
| | | | - Sandro Fuzzi
- Istituto di Scienze dell’Atmosfera e del Clima (ISAC), Consiglio Nazionale Delle Ricerche, Rome, Italy
| | - Andrea Mazzino
- Dipartimento di Ingegneria Civile, Chimica e Ambientale (DICCA), Università di Genova, Genoa, Italy
- Istituto Nazionale di Fisica Nucleare, Via Dodecaneso 33, 16146 Genoa, Italy
| | - Andrea Rinaldo
- Accademia Nazionale dei Lincei, Rome, Italy
- Laboratory of Ecohydrology IEE/ENAC, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- DICEA, Università di Padova, Padua, Italy
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140
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Smit AJ, Fitchett JM, Engelbrecht FA, Scholes RJ, Dzhivhuho G, Sweijd NA. Winter Is Coming: A Southern Hemisphere Perspective of the Environmental Drivers of SARS-CoV-2 and the Potential Seasonality of COVID-19. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E5634. [PMID: 32764257 PMCID: PMC7459895 DOI: 10.3390/ijerph17165634] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 07/29/2020] [Accepted: 07/31/2020] [Indexed: 01/09/2023]
Abstract
SARS-CoV-2 virus infections in humans were first reported in December 2019, the boreal winter. The resulting COVID-19 pandemic was declared by the WHO in March 2020. By July 2020, COVID-19 was present in 213 countries and territories, with over 12 million confirmed cases and over half a million attributed deaths. Knowledge of other viral respiratory diseases suggests that the transmission of SARS-CoV-2 could be modulated by seasonally varying environmental factors such as temperature and humidity. Many studies on the environmental sensitivity of COVID-19 are appearing online, and some have been published in peer-reviewed journals. Initially, these studies raised the hypothesis that climatic conditions would subdue the viral transmission rate in places entering the boreal summer, and that southern hemisphere countries would experience enhanced disease spread. For the latter, the COVID-19 peak would coincide with the peak of the influenza season, increasing misdiagnosis and placing an additional burden on health systems. In this review, we assess the evidence that environmental drivers are a significant factor in the trajectory of the COVID-19 pandemic, globally and regionally. We critically assessed 42 peer-reviewed and 80 preprint publications that met qualifying criteria. Since the disease has been prevalent for only half a year in the northern, and one-quarter of a year in the southern hemisphere, datasets capturing a full seasonal cycle in one locality are not yet available. Analyses based on space-for-time substitutions, i.e., using data from climatically distinct locations as a surrogate for seasonal progression, have been inconclusive. The reported studies present a strong northern bias. Socio-economic conditions peculiar to the 'Global South' have been omitted as confounding variables, thereby weakening evidence of environmental signals. We explore why research to date has failed to show convincing evidence for environmental modulation of COVID-19, and discuss directions for future research. We conclude that the evidence thus far suggests a weak modulation effect, currently overwhelmed by the scale and rate of the spread of COVID-19. Seasonally modulated transmission, if it exists, will be more evident in 2021 and subsequent years.
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Affiliation(s)
- Albertus J. Smit
- Department of Biodiversity and Conservation Biology, University of the Western Cape, Cape Town 7535, South Africa
- Elwandle Coastal Node, South African Environmental Observation Network (SAEON), Port Elizabeth 6031, South Africa
| | - Jennifer M. Fitchett
- School of Geography, Archaeology and Environmental Studies, University of the Witwatersrand, Johannesburg 2050, South Africa;
| | - Francois A. Engelbrecht
- Global Change Institute, University of the Witwatersrand, Johannesburg 2050, South Africa; (F.A.E.); (R.J.S.)
| | - Robert J. Scholes
- Global Change Institute, University of the Witwatersrand, Johannesburg 2050, South Africa; (F.A.E.); (R.J.S.)
| | - Godfrey Dzhivhuho
- Department of Microbiology, Immunology and Cancer Biology, Myles H. Thaler Center for AIDS and Human Retrovirus Research, University of Virginia, Charlottesville, VA 22903, USA;
| | - Neville A. Sweijd
- Alliance for Collaboration on Climate and Earth Systems Science (ACCESS), Council for Scientific and Industrial Research (CSIR), Pretoria 0001, South Africa;
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141
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Xu C, Wei X, Liu L, Su L, Liu W, Wang Y, Nielsen PV. Effects of personalized ventilation interventions on airborne infection risk and transmission between occupants. BUILDING AND ENVIRONMENT 2020; 180:107008. [PMID: 32834416 PMCID: PMC7260576 DOI: 10.1016/j.buildenv.2020.107008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/30/2020] [Accepted: 05/23/2020] [Indexed: 05/03/2023]
Abstract
The role of personalized ventilation (PV) in protecting against airborne disease transmission between occupants was evaluated by considering two scenarios with different PV alignments. The possibility that PV may facilitate the transport of exhaled pathogens was explored by performing experiments with droplets and applying PV to a source or/and a target manikin. The risk of direct and indirect exposure to droplets in the inhalation zone of the target was estimated, with these exposure types defined according to their different origins. The infection risk of influenza A, a typical disease transmitted via air, was predicted based on a dose-response model. Results showed that the flow interactions between PV and the infectious exhaled flow would facilitate airborne transmission between occupants in two ways. First, application of PV to the source caused more than 90% of indirect exposure of the target. Second, entrainment of the PV jet directly from the infectious exhalation increased direct exposure of the target by more than 50%. Thus, these scenarios for different PV application modes indicated that continuous exposure to exhaled influenza A virus particles for 2 h would correspond with an infection probability ranging from 0.28 to 0.85. These results imply that PV may protect against infection only when it is maintained with a high ventilation efficiency at the inhalation zone, which can be realized by reduced entrainment of infectious flow and higher clean air volume. Improved PV design methods that could maximize the positive effects of PV on disease control in the human microenvironment are discussed.
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Affiliation(s)
- Chunwen Xu
- College of Pipeline and Civil Engineering, China University of Petroleum, Qingdao, 266580, China
| | - Xiongxiong Wei
- College of Pipeline and Civil Engineering, China University of Petroleum, Qingdao, 266580, China
| | - Li Liu
- Department of Building Science, School of Architecture, Tsinghua University, Beijing, 100084, China
- State Key Laboratory of Green Building in Western China, Xian University of Architecture & Technology, Xi'an, 710055, China
- Corresponding author. Department of Building Science, School of Architecture, Tsinghua University, Beijing, 100084, China.
| | - Li Su
- State Key Laboratory of Green Building in Western China, Xian University of Architecture & Technology, Xi'an, 710055, China
| | - Wenbing Liu
- College of Pipeline and Civil Engineering, China University of Petroleum, Qingdao, 266580, China
| | - Yi Wang
- State Key Laboratory of Green Building in Western China, Xian University of Architecture & Technology, Xi'an, 710055, China
| | - Peter V. Nielsen
- Department of Civil Engineering, Aalborg University, Aalborg, 9000, Denmark
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142
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Liu F, Qian H, Luo Z, Wang S, Zheng X. A laboratory study of the expiratory airflow and particle dispersion in the stratified indoor environment. BUILDING AND ENVIRONMENT 2020; 180:106988. [PMID: 32834415 PMCID: PMC7289122 DOI: 10.1016/j.buildenv.2020.106988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 05/04/2020] [Accepted: 05/18/2020] [Indexed: 05/06/2023]
Abstract
Understanding the role of human expiratory flows on respiratory infection in ventilated environments is useful for taking appropriate interventions to minimize the infection risk. Some studies have predicted the lock-up phenomenon of exhaled flows in stratified environments; however, there is a lack of high-quality experimental data to validate the theoretical models. In addition, how thermal stratification affects the transport of exhaled particles has not been explored so far. In this study, a water tank experiment was conducted according to the similarity protocols to mimic how the expiratory airflow and particles behaved in both uniform and stratified environments. The lock-up phenomenon was visualized and compared with the predicted results by an integral model. Results showed that our previously developed theoretical model of a respiratory airflow was effective to predict the airflow dispersion in stratified environments. Stratification frequency (N) of the background fluid and the Froude Number F r 0 of the thermal flow jointly determined the lock-up layer in a power law. For the particle dispersion, it indicated that small particles such as fine droplets and droplet nuclei would be 'locked' by indoor thermal stratification, and disperse with the thermal flow over a long distance, potentially increasing the long-range airborne infection risk. Large particles such as large droplets can deposit within a short distance, hardly affected by thermal stratification, however, droplet infection could happen to the susceptible people at a close contact with the infector. This study could give some guidance in view of cross-infection control indoors for stratified environment.
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Affiliation(s)
- Fan Liu
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, China
- School of the Built Environment, University of Reading, Reading, United Kingdom
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, China
- Corresponding author. School of Energy and Environment, Southeast University, No.2 Sipailou, Nanjing, 210096, China.
| | - Zhiwen Luo
- School of the Built Environment, University of Reading, Reading, United Kingdom
| | - Shengqi Wang
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, China
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, China
- Jiangsu Provincial Key Laboratory of Solar Energy Science and Technology, School of Energy and Environment, Southeast University, Nanjing, China
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143
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Netz RR. Mechanisms of Airborne Infection via Evaporating and Sedimenting Droplets Produced by Speaking. J Phys Chem B 2020; 124:7093-7101. [PMID: 32668904 PMCID: PMC7409921 DOI: 10.1021/acs.jpcb.0c05229] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
![]()
For
estimating the infection risk from virus-containing airborne
droplets, it is crucial to consider the interplay of all relevant
physical-chemical effects that affect droplet evaporation and sedimentation
times. For droplet radii in the range 70 nm < R < 60 μm, evaporation can be described in the stagnant-flow
approximation and is diffusion-limited. Analytical equations are presented
for the droplet evaporation rate, the time-dependent droplet size,
and the sedimentation time, including evaporation cooling and solute
osmotic-pressure effects. Evaporation makes the time for initially
large droplets to sediment much longer and thus significantly increases
the viral air load. Using recent estimates for SARS-CoV-2 concentrations
in sputum and droplet production rates while speaking, a single infected
person that constantly speaks without a mouth cover produces a total
steady-state air load of more than 104 virions at a given
time. In a midsize closed room, this leads to a viral inhalation frequency
of at least 2.5 per minute. Low relative humidity, as encountered
in airliners and inside buildings in the winter, accelerates evaporation
and thus keeps initially larger droplets suspended in air. Typical
air-exchange rates decrease the viral air load from droplets with
an initial radius larger than 20 μm only moderately.
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Affiliation(s)
- Roland R Netz
- Physics Department, Freie Universität Berlin, 14195 Berlin, Germany
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144
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Bhardwaj R, Agrawal A. Likelihood of survival of coronavirus in a respiratory droplet deposited on a solid surface. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2020; 32:061704. [PMID: 32574230 PMCID: PMC7295365 DOI: 10.1063/5.0012009] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We predict and analyze the drying time of respiratory droplets from a COVID-19 infected subject, which is a crucial time to infect another subject. Drying of the droplet is predicted by using a diffusion-limited evaporation model for a sessile droplet placed on a partially wetted surface with a pinned contact line. The variation in droplet volume, contact angle, ambient temperature, and humidity are considered. We analyze the chances of the survival of the virus present in the droplet based on the lifetime of the droplets under several conditions and find that the chances of the survival of the virus are strongly affected by each of these parameters. The magnitude of shear stress inside the droplet computed using the model is not large enough to obliterate the virus. We also explore the relationship between the drying time of a droplet and the growth rate of the spread of COVID-19 in five different cities and find that they are weakly correlated.
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Affiliation(s)
| | - Amit Agrawal
- Authors to whom correspondence should be addressed:
and
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145
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Dbouk T, Drikakis D. On coughing and airborne droplet transmission to humans. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2020; 32:053310. [PMID: 32574229 PMCID: PMC7239332 DOI: 10.1063/5.0011960] [Citation(s) in RCA: 271] [Impact Index Per Article: 54.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Our understanding of the mechanisms of airborne transmission of viruses is incomplete. This paper employs computational multiphase fluid dynamics and heat transfer to investigate transport, dispersion, and evaporation of saliva particles arising from a human cough. An ejection process of saliva droplets in air was applied to mimic the real event of a human cough. We employ an advanced three-dimensional model based on fully coupled Eulerian-Lagrangian techniques that take into account the relative humidity, turbulent dispersion forces, droplet phase-change, evaporation, and breakup in addition to the droplet-droplet and droplet-air interactions. We computationally investigate the effect of wind speed on social distancing. For a mild human cough in air at 20 °C and 50% relative humidity, we found that human saliva-disease-carrier droplets may travel up to unexpected considerable distances depending on the wind speed. When the wind speed was approximately zero, the saliva droplets did not travel 2 m, which is within the social distancing recommendations. However, at wind speeds varying from 4 km/h to 15 km/h, we found that the saliva droplets can travel up to 6 m with a decrease in the concentration and liquid droplet size in the wind direction. Our findings imply that considering the environmental conditions, the 2 m social distance may not be sufficient. Further research is required to quantify the influence of parameters such as the environment's relative humidity and temperature among others.
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146
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Huang H, Fan C, Li M, Nie HL, Wang FB, Wang H, Wang R, Xia J, Zheng X, Zuo X, Huang J. COVID-19: A Call for Physical Scientists and Engineers. ACS NANO 2020; 14:3747-3754. [PMID: 32267678 PMCID: PMC7144807 DOI: 10.1021/acsnano.0c02618] [Citation(s) in RCA: 132] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The COVID-19 pandemic is one of those global challenges that transcends territorial, political, ideological, religious, cultural, and certainly academic boundaries. Public health and healthcare workers are at the frontline, working to contain and to mitigate the spread of this disease. Although intervening biological and immunological responses against viral infection may seem far from the physical sciences and engineering that typically work with inanimate objects, there actually is much that can-and should-be done to help in this global crisis. In this Perspective, we convert the basics of infectious respiratory diseases and viruses into physical sciences and engineering intuitions, and through this exercise, we present examples of questions, hypotheses, and research needs identified based on clinicians' experiences. We hope researchers in the physical sciences and engineering will proactively study these challenges, develop new hypotheses, define new research areas, and work with biological researchers, healthcare, and public health professionals to create user-centered solutions and to inform the general public, so that we can better address the many challenges associated with the transmission and spread of infectious respiratory diseases.
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Affiliation(s)
- Haiyue Huang
- Department of Materials Science and Engineering,
Northwestern University, Evanston, Illinois 60208,
United States
| | - Chunhai Fan
- School of Chemistry and Chemical Engineering, Frontiers
Science Center for Transformative Molecules, Shanghai Jiao Tong
University, Shanghai 200240, China
- Institute of Molecular Medicine, Shanghai Key
Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, School of
Medicine, Shanghai Jiao Tong University, Shanghai 200127,
China
| | - Min Li
- Department of Laboratory Medicine, Renji Hospital,
School of Medicine, Shanghai Jiao Tong University, Shanghai
200127, China
| | - Hua-Li Nie
- College of Chemistry, Chemical Engineering and
Biotechnology, Donghua University, Shanghai 201620,
China
| | - Fu-Bing Wang
- Department of Laboratory Medicine, Zhongnan
Hospital of Wuhan University, Wuhan 430071, China
| | - Hui Wang
- Center for Single-Cell Omics, School of Public Health,
Shanghai Jiao Tong University School of Medicine, Shanghai
200025, China
| | - Ruilan Wang
- Department of Critical Care Medicine, Shanghai General
Hospital, Shanghai Jiao Tong University School of Medicine,
Shanghai 201600, China
| | - Jianbo Xia
- Department of Laboratory Medicine, Maternal and Child
Health Hospital of Hubei Province, Tongji Medical College, Huazhong
University of Science and Technology, Wuhan 430070,
China
| | - Xin Zheng
- Department of Infectious Diseases, Union Hospital,
Tongji Medical College, Huazhong University of Science and
Technology, Wuhan 430022, China
| | - Xiaolei Zuo
- School of Chemistry and Chemical Engineering, Frontiers
Science Center for Transformative Molecules, Shanghai Jiao Tong
University, Shanghai 200240, China
- Institute of Molecular Medicine, Shanghai Key
Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, School of
Medicine, Shanghai Jiao Tong University, Shanghai 200127,
China
| | - Jiaxing Huang
- Department of Materials Science and Engineering,
Northwestern University, Evanston, Illinois 60208,
United States
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147
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Bahl P, Doolan C, de Silva C, Chughtai AA, Bourouiba L, MacIntyre CR. Airborne or droplet precautions for health workers treating COVID-19? J Infect Dis 2020; 225:1561-1568. [PMID: 32301491 PMCID: PMC7184471 DOI: 10.1093/infdis/jiaa189] [Citation(s) in RCA: 290] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Indexed: 01/09/2023] Open
Abstract
Cases of coronavirus disease 2019 (COVID-19) have been reported in more than 200 countries. Thousands of health workers have been infected, and outbreaks have occurred in hospitals, aged care facilities, and prisons. The World Health Organization (WHO) has issued guidelines for contact and droplet precautions for healthcare workers caring for suspected COVID-19 patients, whereas the US Centers for Disease Control and Prevention (CDC) has initially recommended airborne precautions. The 1- to 2-meter (≈3–6 feet) rule of spatial separation is central to droplet precautions and assumes that large droplets do not travel further than 2 meters (≈6 feet). We aimed to review the evidence for horizontal distance traveled by droplets and the guidelines issued by the WHO, CDC, and European Centre for Disease Prevention and Control on respiratory protection for COVID-19. We found that the evidence base for current guidelines is sparse, and the available data do not support the 1- to 2-meter (≈3–6 feet) rule of spatial separation. Of 10 studies on horizontal droplet distance, 8 showed droplets travel more than 2 meters (≈6 feet), in some cases up to 8 meters (≈26 feet). Several studies of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) support aerosol transmission, and 1 study documented virus at a distance of 4 meters (≈13 feet) from the patient. Moreover, evidence suggests that infections cannot neatly be separated into the dichotomy of droplet versus airborne transmission routes. Available studies also show that SARS-CoV-2 can be detected in the air, and remain viable 3 hours after aerosolization. The weight of combined evidence supports airborne precautions for the occupational health and safety of health workers treating patients with COVID-19.
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Affiliation(s)
- Prateek Bahl
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, NSW, Australia
| | - Con Doolan
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, NSW, Australia
| | - Charitha de Silva
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, NSW, Australia
| | | | - Lydia Bourouiba
- The Fluid Dynamics of Disease Transmission Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - C Raina MacIntyre
- The Kirby Institute, UNSW Sydney, NSW, Australia.,College of Public Service & Community Solutions, and College of Health Solutions, Arizona State University, Phoenix, AZ, United States
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148
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Wang H, Qian H, Zhou R, Zheng X. A novel circulated air curtain system to confine the transmission of exhaled contaminants: A numerical and experimental investigation. BUILDING SIMULATION 2020; 13:1425-1437. [PMID: 32837692 PMCID: PMC7399030 DOI: 10.1007/s12273-020-0667-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 04/23/2020] [Accepted: 05/25/2020] [Indexed: 05/09/2023]
Abstract
UNLABELLED Air curtain is an efficient device for cutting off airflow and confining contaminants. Inspired by the ability, a circulated air curtain composed of end-to-end plane jets generated by a relay of air pillars is proposed to confine exhaled contaminants in this study. Furthermore, the optimization study of computational fluid dynamics (CFD) is conducted to explore cutting-off performance and find better design parameters under different conditions, i.e., human-curtain distance, enclosure shape, jet velocity from air pillar, and exhalation modes. The multidirectional blockage and vortex-like rotative transmission routes of exhaled airflow are observed when air curtain exists. Results indicate that contaminants are concentrated around the source. The average mole fraction of exhaled contaminants outside air curtain under different human-curtain distance decreases 4.3%-19.6% compared to mixing ventilation with same flux. Shortening the human-curtain distance can improve the performance of air curtain and may change the direction of exhaled airflow. Moreover, It has better performance when the enclosure shape is close to a circle. Higher jet velocity is better for improving the confinement performance, but the trend is not very obvious as velocity increases. For exhalation modes, it is more challenging to control exhaled contaminants for intense exhalation activity (such as coughing) in steady simulation, but results in transient simulation show better performance when coughing only once. These results can provide a reference for the subsequent design and improvement in applying air curtain in hospital wards or other places, especially during the period of flu outbreak. ELECTRONIC SUPPLEMENTARY MATERIAL ESM Supplementary material is available in the online version of this article at 10.1007/s12273-020-0667-5. The ESM file presents the animation of the droplet trajectory from the droplet birth at 0 s to 8 s.
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Affiliation(s)
- Haixin Wang
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
| | - Rong Zhou
- First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510000 China
- Guangzhou Angel Biosafety Co., Ltd, Guangzhou, 510000 China
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, 210096 China
- Jiangsu Provincial Key Laboratory of Solar Energy Science and Technology, School of Energy and Environment, Southeast University, Nanjing, 210096 China
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149
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Tada H, Nohara A, Kawashiri MA. Monogenic, polygenic, and oligogenic familial hypercholesterolemia. Curr Opin Infect Dis 2019; 30:300-306. [PMID: 31290811 DOI: 10.1097/qco.0000000000000563] [Citation(s) in RCA: 143] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE OF REVIEW Familial hypercholesterolemia has long been considered a monogenic disorder. However, recent advances in genetic analyses have revealed various forms of this disorder, including polygenic and oligogenic familial hypercholesterolemia. We review the current understanding of the genetic background of this disease. RECENT FINDINGS Mutations in multiple alleles responsible for low-density lipoprotein regulation could contribute to the development of familial hypercholesterolemia, especially among patients with mutation-negative familial hypercholesterolemia. In oligogenic familial hypercholesterolemia, multiple rare genetic variations contributed to more severe familial hypercholesterolemia. SUMMARY Familial hypercholesterolemia is a relatively common 'genetic' disorder associated with an extremely high risk of developing coronary artery disease. In addition to monogenic familial hypercholesterolemia, different types of familial hypercholesterolemia, including polygenic and oligogenic familial hypercholesterolemia, exist and have varying degrees of severity. Clinical and genetic assessments for familial hypercholesterolemia and clinical risk stratifications should be performed for accurate diagnosis, as should cascade screening and risk stratification for the offspring of affected patients.
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Affiliation(s)
- Hayato Tada
- Department of Cardiovascular and Internal Medicine, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
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150
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Liu F, Zhang C, Qian H, Zheng X, Nielsen PV. Direct or indirect exposure of exhaled contaminants in stratified environments using an integral model of an expiratory jet. INDOOR AIR 2019; 29:591-603. [PMID: 31025421 DOI: 10.1111/ina.12563] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 04/09/2019] [Accepted: 04/17/2019] [Indexed: 05/26/2023]
Abstract
The risk of cross-infection is high when the susceptible persons are exposed to the pathogen-laden droplets or droplet nuclei exhaled by infectors. This study proposes a jet integral model to predict the dispersion of exhaled contaminants, evaluating the exposure risk and determining a threshold distance to identify the direct and indirect exposures in both thermally uniform and stratified environments. The results show that the maximum concentration of contaminants exhaled by a bed-lying infector clearly decreases in a short distance (<1.8 m) in a uniform environment, while it maintains high values in a long distance in a stratified environment. The lock-up phenomenon largely weakens the decay of the concentration. The direct exposure of the receiver is determined primarily by the impact scope of the exhaled airflow, while the indirect exposure is mainly related to the ventilation rate and air distribution in the room. In particular, the distance of direct exposure is the longest (approximately 2 m) when the receiver's breathing height is at the lock-up layer in a stratified environment. Our study could be useful for developing effective prevention measures to control cross-infection in the initial stage of design of indoor layouts and ventilation systems.
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Affiliation(s)
- Fan Liu
- School of Energy and Environment, Southeast University, Nanjing, China
| | - Chongyang Zhang
- School of Energy and Environment, Southeast University, Nanjing, China
- Shanghai Research Institute of Building Sciences (Group) Co., Ltd., Shanghai, China
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, China
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, China
| | - Peter V Nielsen
- Department of Civil Engineering, Aalborg University, Aalborg, Denmark
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