Abstract
The ongoing outbreak of coronavirus disease 2019 (COVID-19) has spread rapidly on a global scale. Although it is clear that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is transmitted through human respiratory droplets and direct contact, the potential for aerosol transmission is poorly understood1,2,3. Here we investigated the aerodynamic nature of SARS-CoV-2 by measuring viral RNA in aerosols in different areas of two Wuhan hospitals during the outbreak of COVID-19 in February and March 2020. The concentration of SARS-CoV-2 RNA in aerosols that was detected in isolation wards and ventilated patient rooms was very low, but it was higher in the toilet areas used by the patients. Levels of airborne SARS-CoV-2 RNA in the most public areas was undetectable, except in two areas that were prone to crowding; this increase was possibly due to individuals infected with SARS-CoV-2 in the crowd. We found that some medical staff areas initially had high concentrations of viral RNA with aerosol size distributions that showed peaks in the submicrometre and/or supermicrometre regions; however, these levels were reduced to undetectable levels after implementation of rigorous sanitization procedures. Although we have not established the infectivity of the virus detected in these hospital areas, we propose that SARS-CoV-2 may have the potential to be transmitted through aerosols. Our results indicate that room ventilation, open space, sanitization of protective apparel, and proper use and disinfection of toilet areas can effectively limit the concentration of SARS-CoV-2 RNA in aerosols. Future work should explore the infectivity of aerosolized virus.
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Main
The ongoing outbreak of COVID-19, which has been reported in 206 countries and areas, has resulted in 857,641 confirmed cases and 42,006 deaths globally as of 2 April 2020. Owing to the increasing threat caused by COVID-19 to global health, the World Health Organization (WHO) has declared the COVID-19 outbreak a pandemic and global public health emergency. The causative pathogen of the COVID-19 outbreak has been identified as a highly infectious novel coronavirus that is referred to as SARS-CoV-24,5,6. Reported transmission pathways of SARS-CoV-2 in humans include the inhalation of virus-laden liquid droplets, close contact with infected individuals and contact with surfaces that are contaminated with SARS-CoV-21. Moreover, aerosol transmission has been suggested to be an additional, yet important pathway, on the basis of clinical observations in confined spaces2,3. There are many respiratory diseases that are spread through airborne routes, such as tuberculosis, measles and chickenpox7,8. A retrospective cohort study conducted after the SARS epidemic—which was caused by SARS-CoV—in Hong Kong in 2003 suggested that airborne spread may have had an important role in the transmission of SARS9. At present, little is known about the aerodynamic characteristics and transmission pathways of SARS-CoV-2 in aerosols; in part because of the difficulties in sampling virus-containing aerosols in real-world settings and challenges in their quantification at low concentrations.
We analysed the occurrence of airborne SARS-CoV-2 and its aerosol deposition at 30 sites in two designated hospitals and public areas in Wuhan, China, and then quantified the copy counts of SARS-CoV-2 in aerosol samples using a robust droplet-digital-PCR-based detection method (ddPCR)10. The two hospitals are exclusively used for the treatments of patients with COVID-19 during the outbreak; however, each hospital has unique characteristics that serve different purposes. Renmin Hospital of Wuhan University (hereafter, Renmin Hospital) is representative of grade-A tertiary hospitals that have been designated for the treatment of patients with severe symptoms of COVID-19. By contrast, Wuchang Fangcang Field Hospital (hereafter, Fangcang Hospital) is representative of the makeshift field hospitals that were converted from indoor sports facilities or exhibition centres to quarantine and treat patients with mild symptoms. The sampling locations were classified into three categories according to their accessibility by different groups: (1) patient areas, where the patients with COVID-19 have a physical presence—these include the intensive care units, coronary care units and ward rooms inside Renmin Hospital, a toilet and staff workstations inside Fangcang Hospital; (2) medical staff areas, the workplaces in the two hospitals that are exclusively accessed by medical staff who had direct contact with the patients; and (3) public areas, venues that are open to the general public (Supplementary Table 1). Three types of aerosol samples were collected: (1) aerosol samples of total suspended particles with no upper size limit to quantify RNA concentrations of SARS-CoV-2 in aerosols; (2) aerodynamic size-segregated aerosol samples to determine the size distribution of airborne SARS-CoV-2 droplets; and (3) aerosol deposition samples to determine the deposition rate of airborne SARS-CoV-2.
The existence of SARS-CoV-2 in aerosol samples was determined through the quantification of its genetic material (RNA). The concentrations of airborne SARS-CoV-2 at the different sites are shown in Table 1. In general, very low or undetectable concentrations of airborne SARS-CoV-2 were found in most of the patient areas of Renmin Hospital, suggesting that the negatively pressurized isolation and high air exchange rate inside the intensive care units, coronary care units and ward room of Renmin Hospital are very effective in limiting the airborne transmission of SARS-CoV-2. The highest concentration in patient areas was observed inside a patient mobile toilet room at Fangcang Hospital (19 copies m−3), which is a temporary single toilet room of approximate 1 m2 in area without ventilation. Airborne SARS-CoV-2 may come from either the patient’s breath or the aerosolization of the virus-laden aerosol from the faeces or urine of a patient during use11,12. Although the infectivity of the virus is not known in this study, the results also relate to the findings of another study13, which found positive test results of wipe samples from room surfaces of toilets used by patients infected with SARS-CoV-2. In medical staff areas, the two sampling sites in Renmin Hospital had low concentrations of 6 copies m−3, whereas the sites in Fangcang Hospital generally had higher concentrations. In particular, the protective-apparel removal rooms (PPARs) in three different zones inside Fangcang Hospital are among the upper range of the concentrations of airborne SARS-CoV-2, ranging from 16 to 42 copies m−3 in the first round of sampling. In public areas outside the hospitals, we found that most of the sites had undetectable or very low concentrations of SARS-CoV-2 aerosols (below 3 copies m−3), except for one crowd-gathering site about 1 m from the entrance of a department store that customers frequently passed through and a site next to Renmin Hospital, through which the public including outpatients walked. Although both sites were outside buildings, it is possible that individuals infected with SARS-CoV-2 in the crowd may have been the source of virus-laden aerosols during the sampling period. The results suggest that, overall, the risks of infection are low in well-ventilated or open public venues, but do reinforce the importance of avoiding crowded gatherings and implementing the early identification and diagnosis of individuals infected with SARS-CoV-2 for quarantine or treatment.
Inside a room of the intensive care unit of Renmin Hospital, the two aerosol deposition samples tested positive with an estimated deposition rate of 31 and 113 copies m−2 h−1, although the concentration of the total suspended particles in the aerosol sample inside this room of the intensive care unit was below the detection limit (Table 1). The sample with the higher deposition rate was placed in the hindrance-free corner of the room, approximately 3 m from the bed of a patient. The other sample, for which a lower number of virus copies was recorded, was placed in another corner, approximately 2 m from the bed of the patient and below medical equipment, which may have blocked the path of virus aerosols during sedimentation. Our findings, although based on a small sample size, indicate that virus-laden aerosol deposition may have a role in surface contamination and subsequent contact by susceptible people, which results in the infection of individuals with SARS-CoV-2.
In general, medical staff areas had higher concentrations of SARS-CoV-2 aerosols compared with patient areas in both hospitals during the first round of sampling (17–24 February 2020) at the peak of the COVID-19 outbreak (Table 1). For sampling sites at Renmin Hospital, the air circulation in medical staff areas is isolated by design from the air circulation in the patient rooms. By contrast, in Fangcang Hospital, the non-ventilated temporary PPAR was isolated from the patient hall, in which the aerosol concentration of SARS-CoV-2 was generally low. The second round of sampling of total suspended particles in medical staff areas of Fangcang Hospital was conducted after the number of patients reduced from more than 200 to less than 100 per zone and the implementation of more rigorous and thorough sanitization measures, including more frequent spraying of chlorinated disinfectant on the floor of patient areas, additional disinfection using 3% hydrogen peroxide in the PPAR at least once a week, thoroughly spraying alcohol disinfectant on the protective apparel before taking it off and an increased operation time of indoor air purifiers. The samples from this second round showed all undetectable results (Table 1), confirming the importance of sanitization in reducing the amount of airborne SARS-CoV-2 in high-risk areas.
SARS-CoV-2 aerosols were mainly found to include two size ranges, one in the submicrometre region (dp between 0.25 and 1.0 μm) and the other in supermicrometre region (dp > 2.5 μm). Aerosols in the submicrometre region were predominantly found in PPARs in zones B and C of Fangcang Hospital (Fig. 1a, b) with peak concentrations of 40 and 9 copies m−3 in the 0.25–0.5 μm and 0.5–1.0 μm range, respectively. By contrast, aerosols in the supermicrometre region were mainly observed in the PPAR of zone C of Fangcang Hospital (Fig. 1b) with concentrations of 7 copies m−3. The medical staff’s office (Fig. 1c) had more virus-laden aerosols in the supermicrometre size range, but the size distribution is flatter compared with the range in other areas. Reports on the resuspension of microorganisms from the floor, clothing and furniture have previously been noted to contribute to the generation of microbial aerosols in the built environment14. Therefore, we hypothesize that the source of the submicrometre peak is the resuspension of virus-laden aerosols from the surface of the protective apparel worn by medical staff while they are removing the equipment. The submicrometre virus-laden aerosols may originally come from the direct deposition of respiratory droplets or airborne SARS-CoV-2 from a patient onto the protective apparel as evidenced by the deposition samples (Table 1). The higher mobility owing to their smaller aerodynamic diameter facilitates the resuspension from the surface of protective apparel after gaining the initial velocity while the equipment is being removed. On the other hand, floor-deposited SARS-CoV-2 is possibly the source of supermicrometre virus-laden aerosols and was carried across different areas by medical staff. Furthermore, a recent study has experimentally demonstrated that SARS-CoV-2 could maintain its biological stability in aerosols and on different surfaces for hours to days15. The submicrometre SARS-CoV-2 aerosols found in this study had a relatively longer residence time, indicating that the virus was probably still infectious during transmission.
a, Concentration of SARS-CoV-2 in a protective-apparel removal room in zone B of Fangcang Hospital. b, Concentration of SARS-CoV-2 in a protective-apparel removal room in zone C of Fangcang Hospital. c, Concentration of SARS-CoV-2 in the medical staff’s office of Fangcang Hospital. The x axis represents the aerodynamic diameter on a logarithmic scale to cover the multiple magnitudes of measured aerosol diameters.
This study has its inherent limitations because of the small sample size and the description of sample viral RNA instead of virus infectivity, which was imposed by restricted access to the patient and medical staff areas at the epicentre of the COVID-19 outbreak. Nonetheless, the findings of this study provide a real-world investigation of the aerodynamic characteristics of airborne SARS-CoV-2 in Wuhan, where a strict quarantine and travel restrictions were implemented during the peak of the COVID-19 outbreak. The findings suggest that toilet use by patients with COVID-19 and crowd gatherings that included individuals infected by SARS-CoV-2 are non-negligible sources of airborne SARS-CoV-2, although the infectivity of the virus is not known. We also describe a transmission pathway for SARS-CoV-2 aerosols that is mediated by the surface deposition of the virus on and resuspension from protective apparel of medical staff and the floor surface. The results of this study have important implications for the prevention of infection of the public and protection of medical staff. We call for particular attention to (1) the ventilation and sterilization of toilets as a potential source for the spreading of the virus; (2) personal protection measures for the general public, such as the wearing of masks and avoidance of busy crowds to reduce the risk of exposure to airborne virus; (3) the effective sanitization of high-risk areas in the hospital to limit the transmission of airborne SARS-CoV-2 and to protect the medical staff; (4) the effectiveness of a naturally ventilated large stadium to limit the aerosol transmission of SARS-CoV-2 when converted to a field hospital for the quarantine and treatment of patients with SARS-CoV-2; and (5) surface sanitization of the apparel before the equipment is taken off to help to reduce the potential risk of infection for medical staff.
Methods
Data reporting
No statistical methods were used to predetermine sample size. The experiments were not randomized and the investigators were not blinded to allocation during experiments and outcome assessment.
Sample collection
The sampling was conducted between 17 February and 2 March 2020 in the locations in two rounds as shown in Table 1. All aerosol samples were collected on presterilized gelatin filters (Sartorius). A total of 30 aerosol samples of total suspended particles were collected on 25-mm-diameter filters loaded into styrene filter cassettes (SKC) by sampling air at a fixed flow rate of 5.0 l min−1 using a portable pump (APEX2, Casella). A total of three size-segregated aerosol samples was collected using a miniature cascade impactor (Sioutas Impactor, SKC) that separated aerosols into five ranges (>2.5 μm, 1.0–2.5 μm, 0.50–1.0 μm and 0.25–0.50 μm on 25-mm filter substrates, and 0–0.25 μm on 37-mm filters) at a flow rate of 9.0 l min−1. A total of two aerosol deposition samples was collected using 80-mm-diameter filters packed into a holder with an effective deposition area of 43.0 cm2 and the filters were placed intact on the floor in two corners of the intensive care unit room of Renmin Hospital for 7 days. Sampling durations and operation periods are described in Supplementary Table 1. All sampling instruments were located in the centre of the respective sampling area, where the sampling inlet was at a height of 1.5 m from the floor. Considering the limited experimental conditions and the small sample size, the integrity and robustness of the experiment protocol was examined extensively in the laboratory before field sampling and these results are described in Supplementary Table 2.
Analytical method and data analysis
After the collection of aerosol samples, all samples were processed immediately in the BSL-2 laboratory of Wuhan University. The 25-, 37-mm and 80-mm filter samples were dissolved in deionized water, after which TRIzol LS reagent (Invitrogen) was added to inactivate SARS-CoV-2 viruses and extract RNA according to the manufacturer’s instructions. First-strand cDNA was synthesized using the PrimeScript RT kit (TakaRa). Optimized ddPCR was used to detect the presence of SARS-CoV-2 viruses according to a previous study10. Analysis of the ddPCR data was performed using QuantaSoft software (Bio-Rad). The concentration reported by the procedure equals the number of copies of template per microlitre of the final 1× ddPCR reaction, which was normalized to copies m−3 in all of the results; therefore, the virus or viral RNA concentration in aerosol is expressed in copies m−3 throughout. A detailed protocol is provided in the Supplementary Information.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this paper.
Data availability
All data generated and analysed during this study are included in the Article and its Supplementary Information. Source Data for Fig. 1 are provided with the paper.
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Acknowledgements
This study was supported by the Special Fund for COVID-19 Research of Wuhan University. We thank Taikang Insurance Group, Beijing Taikang Yicai Foundation, Renmin Hospital and Wuchang Fangcang Hospital for their support of this work; H. Xu from Xi’an Jiaotong University, Qingdao Laoying Environmental Technology, Beijing Top Science, Shanghai Leon Scientific Instrument, Shanghai Eureka Environmental Protection Hi-tech and Sapiens Environmental Technology for their support in providing the sampling devices and technical support of this study; and C. Wang, Q. Zhang, G. Liang and Z. Song for their assistance in filter sample preparation and logistics support.
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K.L., Y.C., Z.N., Q.F., H.K. and K.-f.H. conceptualized the study design; Yuan Liu, Y.C., M.G., Yingle Liu and K.L. collected samples; Yuan Liu, M.G. and X.L. carried out the laboratory tests; Yuan Liu, Z.N., Y.C., N.K.G., M.G., X.L. and K.L. analysed the data; Y.C., Z.N., Yuan Liu, Q.F., H.K., J.C., K.-f.H. and K.L. interpreted the results; Yuan Liu and Z.N. wrote the initial drafts of the manuscript; Yuan Liu, Z.N., Y.C. and K.L. revised the manuscript; M.G., Yingle Liu, N.K.G., L.S., Y.D., J.C., D.W., K.X., H.K. and Q.F. commented on the manuscript. All authors read and approved the final manuscript.
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This file contains Supplementary Methods, Supplementary Table 1 (Specifications of sampling sites) and Supplementary Table 2 (Cycle threshold value (Ct) of EV71 virus positive control and laboratory test air samples RT-PCR).
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Liu, Y., Ning, Z., Chen, Y. et al. Aerodynamic analysis of SARS-CoV-2 in two Wuhan hospitals. Nature 582, 557–560 (2020). https://doi.org/10.1038/s41586-020-2271-3
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DOI: https://doi.org/10.1038/s41586-020-2271-3
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David Eldredge
The citing of this statement is weak. "While the transmission of SARS-CoV-2 via human respiratory droplets and direct contact is clear, the potential for aerosol transmission is poorly understood." In fact, if anything, it should read the opposite. We have more evidence of aerosol transmission and zero evidence transmission via droplets e.g. making contact with a persons mouth, nose or eyes.
Mark M Replied to David Eldredge
If you think you have such evidence it should be published where it can be peer reviewed.
David Eldredge Replied to Mark M
Here is a list. https://citlan.org/case-stu...
Mark M Replied to David Eldredge
Nothing definitive. Here is their conclusion:
we propose that SARS-CoV-2 may have the potential to be transmitted via aerosols. "May have potential" is not proof. This needs serious work.
David Eldredge Replied to Mark M
No, I think you misunderstand. My point is their intro statement is not well worded. "While the transmission of SARS-CoV-2 via human respiratory droplets and direct contact is clear..." No this is not 'clear', and the citations they used to support that statement is weak. I said if anything, there is more evidence for aerosol, than droplets. There is far more weight in aerosol than droplet contact transmission. Their citation for such is not sufficient. They should not have used the word 'clear' in any case.
Indian Yug
The publication must make clear the method through which virus was detected, also about its infectivity.
W.K. Chow
W.K. Chow1*, C.L. Chow2 and C.H. Cheng2
1Department of Building Services Engineering, The Hong Kong Polytechnic University
Hong Kong, China. *Corresponding author: wan-ki.chow@polyu.edu.hk
2Department of Architecture and Civil Engineering, City University of Hong Kong
Hong Kong, China
Air transmission of COVID-19 is caused [1] by virus on droplets from coughing and other expiratory activities. In areas with high humidity, both the number and size of water droplets increase. There is more water surface for more virus to stay. Infection transmission rate should be faster. But under dry environment, droplets should be evaporated faster. Fine droplets can even be evaporated completely. If the environment is very clean with low concentration of solid particulates, small SARS-CoV-2 virus of 50 nm to 200 nm has not so many substrate surface area to deposit when the liquid droplets completely evaporate. A large amount of viruses is unlikely to survive in air without substrate. The disease transmission rate should be reduced as observed [2] in an aircraft cabin clean environment with low particles concentration.
References
1.Liu, Y., et al. Aerodynamic analysis of SARS-CoV-2 in two Wuhan hospitals. Nature 582, 557-560 (2020).
2.Chow, W.K. & Chow C.L. COVID-19 and beyond: A brief introduction to passenger aircraft cabin air quality. ASHRAE Journal, February 2021, 8 (2021).
W.K. Chow Replied to W.K. Chow
Following the above comment on the paper [1], the infection rate of coronavirus COVID-19 has increased recently in Europe upon relaxing certain restriction measures. There are discussions on the role of air transmission indoor (believed to be of low chance) as a factor in aggravating the situation in addition to the high infectivity of different variants.
As reviewed [1,2], coronavirus is carried in droplets and aerosols from respiratory activities. Since the motion of aerosols indoor are greatly determined by indoor aerodynamics, ventilation becomes a crucial factor to consider in relation to indoor infection, especially in environments like classroom, restaurant, airplane cabin, etc. Ventilation design guides [3,4] have been developed based on this transmission mechanism and targeted to drive infected air to the filtering system and be extracted out.
A ventilation requirement of 6 Air Changes per Hour (ACH) is hence imposed [4] in many indoor places for COVID-19 spread control. There are no clear explanations but it is possibly based on a well-mixed model [5-9] with clean air. Further justification is required with the following link [8]:
W.K. Chow, C.L. Chow and C.H. Cheng, "Virus transmission modes and mitigation strategies", ASHRAE Journal, Letters, p. 8-10, July 2021.
https://www.ashrae.org/file...
Increasing the ACH would normally improve the indoor air quality. In addition, a higher ACH value would also give better cooling to maintain comfort. But the spread of COVID-19 from one person to another is very complicated, not just related to the ventilation rate. In addition to the ACH value, it is obvious that the mode of ventilation, which would determine the indoor aerodynamics, is also important. Consequently, there are great deviations in the graph [8] plotting the infection risk for a susceptible against air change rate. It appears that the ventilation requirement of 6 ACH [4] should be applied with caution.
Mixing of clean and polluted air depends on the air flow pattern. Computational Fluid Dynamics (CFD) is a desirable tool to study indoor aerodynamics and is cheaper than other methods. The indoor air flow pattern should be studied carefully for developing codes related to ventilation requirements for buildings [3] with a link:
W.K. Chow, “A comment on studying the ventilation requirements for buildings in the Hong Kong Special Administrative Region”, International Journal on Architectural Science, Vol. 1, No. 1, p.1-13, 2000.
https://www.scholarmate.com...
To control air transmission of coronavirus by ventilation system, local air speeds and turbulence at occupied zones are the key factors [3]. Infected aerosols have to be driven away from neighouring occupants, not towards them. Increasing the turbulence intensity will give better mixing.
In addition, two more points associated with direct air transmission are interesting:
1.There are asymptomatic supercarriers (ASC) [10] with high virus contents that are able to spread quickly. Direct air transmission from those ASC might be possible and should be watched.
2.Crowded public transportation including trains, ferries and buses in dense urban areas do not have very high infection rate, even though passengers are not able to keep long enough separation distances from each other. In places imposing wearing masks [10] as in Hong Kong, the infection rate inside public transport systems is even lower. However, the chance of direct air transmission might not be so low when there are ASC. Providing appropriate indoor aerodynamics rather than imposing higher ventilation rate of over 6 ACH should be considered.
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2. N.H.L. Leung, “Transmissibility and transmission of respiratory viruses”, Nat Rev Microbiol (2021). https://doi.org/10.1038/s41...
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4. Press Release, “Appointments to Working Group on Implementing the Requirement on Air Change or Air Purifiers in Dine-in Restaurants under Cap. 599F”, Government of the Hong Kong Special Administrative Region, 16 March 2021.
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11.R. Zhang et al. “Identifying airborne transmission as the dominant route for the spread of COVID-19”, PNAS June 30, 2020 117 (26) 14857-14863; first published June 11, 2020; https://doi.org/10.1073/pna...