77,376
Views
399
CrossRef citations to date
0
Altmetric
Editorial

The coronavirus pandemic and aerosols: Does COVID-19 transmit via expiratory particles?

, , &
Pages 635-638 | Received 26 Mar 2020, Accepted 26 Mar 2020, Published online: 03 Apr 2020
This article is part of the following collections:
COVID-19 and Aerosols

As of late March 2020, the global COVID-19 pandemic caused by the SARS-CoV-2 virus has battered the world. More than 40,000 people have died with over 800,000 people confirmed infected; financial markets have crashed; restaurants and public plazas are deserted; countries have effectively closed their borders; and millions of people are confined to their homes under shelter-in-place orders. Virologists and epidemiologists are racing to understand COVID-19 and how best to treat it. Many unknowns remain, but one thing is eminently clear: COVID-19 is both deadly and highly transmissible.

A mysterious aspect, however, involves why it is so transmissible. Here we would like to pose a simple question: what role do aerosols play in transmission of COVID-19?

This question is easy to ask but extremely challenging to answer. When an infected individual reports to a hospital there is no way to assess definitively how they were infected. The “contact-tracing” performed by epidemiologists carefully tracks who came into “close contact” with a patient under investigation, but it cannot tell you how the virus itself was transferred from the contagious person to those whom they infected. There is broad agreement in the infectious disease community about possible modes of respiratory virus transmission between humans (Tellier et al. Citation2019). Direct or indirect “contact” modes require a susceptible individual to physically touch themselves with, for example, a virus-contaminated hand; “direct” indicates that person-to-person contact transfers the virus between infected and susceptible hosts (such as by a handshake), while “indirect” implies transmission via a “fomite,” which is an object like a hand-rail or paper tissue that has been contaminated with infectious virus. In contrast, airborne transmission may occur by two distinct modes and requires no physical contact between infected and susceptible individuals. During a sneeze or a cough, “droplet sprays” of virus-laden respiratory tract fluid, typically greater than 5 µm in diameter, impact directly on a susceptible individual. Alternatively, a susceptible person can inhale microscopic aerosol particles consisting of the residual solid components of evaporated respiratory droplets, which are tiny enough (<5 µm) to remain airborne for hours.

It is unclear which of these mechanisms plays a key role in transmission of COVID-19. Much airborne disease research prior to the current pandemic has focused on ‘violent’ expiratory events like sneezing and coughing (e.g., Lindsley et al. Citation2013; Bourouiba, Dehandschoewercker, and Bush Citation2014). There is strong evidence now, however, that many infected individuals who transmit COVID-19 are either minimally symptomatic or not symptomatic at all. In China, Chan et al. (Citation2020), Zou et al. (Citation2020), and Hu et al. (Citation2020) all reported the existence of asymptomatic individuals who tested positive for the SARS-CoV-2, and virus transmissions from asymptomatic carriers have been identified (Rothe et al. Citation2020). Most recently, epidemiologists led by Shaman et al. (Li et al. Citation2020) calculated that about 86% of infections in Wuhan, China, prior to the implementation of travel restrictions, were “undocumented” individuals, those with “mild, limited, or no symptoms” who accordingly were never tested. Notably, their modeling indicated that 79% of the actual documented cases were infected by undocumented individuals. Furthermore, inspection of the average delay time between infection and initial manifestation of symptoms led them to conclude that “…pre-symptomatic shedding [of virus] may be typical among documented cases.”

In other words, it appears that large numbers of patients who became ill enough to require hospital treatment could have themselves been infected by others who did not appear sick.

Asymptomatic and pre-symptomatic individuals, by definition, do not cough or sneeze to any appreciable extent. This leaves direct or indirect contact modes and aerosol transmission as the main possible modes of transmission. Much media attention has correctly focused on the possibility of direct and indirect transmission via for example contaminated hands, with public health messages focusing on the importance of washing hands thoroughly and often, and of greeting others without shaking hands.

Less attention has focused on aerosol transmission, but there are important reasons to suspect it plays a role in the high transmissibility of COVID-19. Air sampling performed by Booth et al. (Citation2005) established that hospitalized patients infected with SARS during the 2003 epidemic emitted viable aerosolized virus into the air. Notably, that outbreak was caused by SARS-CoV-1, the closest known relative in humans to the SARS-CoV-2 virus responsible for the current pandemic. These viruses are not the same, but recent experimental work by van Doremalen et al. (Citation2020) demonstrated that aerosolized SARS-CoV-2 remains viable in the air with a half-life on the order of 1 h; they concluded that both “…aerosol and fomite transmission of SARS-CoV-2 is plausible, since the virus can remain viable and infectious in aerosols for hours and on surfaces up to days.”

Their experimental work involved artificially generated and aged aerosols using a nebulizer and maintaining it suspended in the air with a Goldberg drum. But if pre- or asymptomatic infected individuals do not sneeze or cough, how do they generate aerosols? In fact long ago it was established that ordinary breathing and speech both emit large quantities of aerosol particles (Duguid Citation1946; Papineni and Rosenthal Citation1997). These expiratory particles are typically about 1 micron in diameter, and thus invisible to the naked eye; most people unfamiliar with aerosols are completely unaware that they exist. The particles are sufficiently large, however, to carry viruses such as SARS-CoV-2, and they are also in the correct size range to be readily inhaled deep into the respiratory tract of a susceptible individual (Heyder et al. Citation1986). Recent work on influenza (another viral respiratory disease) has established that viable virus can indeed be emitted from an infected individual by breathing or speaking, without coughing or sneezing (Yan et al. Citation2018).

Ordinary speech aerosolizes significant quantities of respiratory particles. Experimental work by Morawska et al. (Citation2009) indicated that vocalization emits up to an order of magnitude more aerosol particles than breathing, and recent work by Asadi et al. (Citation2019) established that the louder one speaks, the more aerosol particles are produced. Asadi et al. further established that, for unclear reasons, certain individuals are “speech superemitters” who emit an order of magnitude more aerosol particles than average, about 10 particles/second. A ten-minute conversation with an infected, asymptomatic superemitter talking in a normal volume thus would yield an invisible “cloud” of approximately 6,000 aerosol particles that could potentially be inhaled by the susceptible conversational partner or others in close proximity.

Estimating the actual probability of transmission due to this cloud requires information from two traditionally distinct disciplines: virology and aerosol science. In regard to virology, information is required about the average viral titer in the respiratory fluid and the emitted aerosol particles, as well as the minimum infectious dose for COVID-19 in susceptible individuals. During speech, these particles likely derive in part from a “fluid film burst” mechanism in the alveoli in the lungs as well as via vibration of the vocal cords (Johnson et al. Citation2011), so the breath and speech derived particles may contain virions if mucus in the respiratory tracts contains them. COVID-19 is a respiratory infection, and early work clearly established the presence of SARS-CoV-2 in the respiratory tract (Zhu et al. Citation2020). Neither the aerosol viral load nor the minimum infectious dose for COVID-19 have been definitively established, although it is believed for other viral respiratory illnesses that a single virus can serve to initiate infection (Nicas, Nazaroff, and Hubbard Citation2005).

Even if these details about virus production and infectiousness were known with perfect accuracy, however, it is also necessary to calculate how these particles move through the air to a susceptible individual. This is where transport analysis and aerosol science are paramount. The classic Wells-Riley model of transmission assumes that air in a room is well mixed (Wells Citation1934; Xie et al. Citation2007), but exhaled particles (either indoors or outdoors) transport in a puff or plume that travels in the direction of the background air motion (Wei and Li Citation2016). People close to each other may not transmit due to countervailing background air motion, just as people far apart may transmit if the air motion efficiently transports virus-containing particles from an infected individual to a naïve one. Furthermore, droplets and expiratory particles may settle fast enough by gravity to be removed from the air before being inhaled. Further complicating matters, increased air speeds might serve to transport the expiratory particles further to reach additional susceptible people, or serve to increase turbulence in the air and correspondingly dilute the particle concentration and reduce the chance of infection.

Clearly there are many complicated unknowns, which in general have stymied definitive assessment of the role of aerosols in airborne disease transmission. But given the large numbers of expiratory particles known to be emitted during breathing and speech, and given the clearly high transmissibility of COVID-19, a plausible and important hypothesis is that a face-to-face conversation with an asymptomatic infected individual, even if both individuals take care not to touch, might be adequate to transmit COVID-19.

Note that the key word in the last sentence was “might.” Many urgent questions about aerosol transmission and COVID-19 must be answered. Do infected but asymptomatic individuals emit more expiratory aerosols than the healthy individuals tested to date? Do these expiratory aerosols contain virions and how do the viral titers in these aerosols change with time post-infection and post-emission? What are the optimal protocols and techniques for sampling bioaerosols containing SARS-CoV-2 and how do we assess their virulence? How do ambient environmental conditions, such as temperature and humidity, affect airborne virus viability? What animal models are best for simulating airborne human transmission of COVID-19?

Although we argue here that speech plausibly serves as an important and under-recognized transmission mechanism for COVID-19, it is up to aerosol scientists to provide the technology and hard data to either corroborate or reject that hypothesis. In terms of technology, improved bioaerosol sampling technology (Pan et al. Citation2016) is necessary; in terms of science, closer collaboration between virologists, epidemiologists, and aerosol scientists (Mubareka et al. Citation2019) is necessary; and in terms of outreach, improved efforts to inform the public that every individual emits potentially infectious aerosols all the time, not just when sneezing or coughing, is necessary.

The stakes for the world are enormous. The aerosol science community needs to step up and tackle the current challenge presented by COVID-19, and also help better prepare us for inevitable future pandemics.

Sima Asadi
Department of Chemical Engineering, Davis College of Engineering, University of California, Davis, California, USA
sasadi@ucdavis.edu

Nicole Bouvier
Departments of Medicine and Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
nicole.bouvier@mountsinai.org

Anthony S. Wexler
Mechanical and Aeronautical Engineering, University of California—Davis, Davis, California, USA
aswexler@ucdavis.edu

William D. Ristenpart
Department of Chemical Engineering, Davis College of Engineering, University of California, Davis, California, USA
wdristenpart@ucdavis.edu

References

  • Asadi, S., A. S. Wexler, C. D. Cappa, S. Barreda, N. M. Bouvier, and W. D. Ristenpart. 2019. Aerosol emission and superemission during human speech increase with voice loudness. Scientific Reports 9 (1):2348. doi:10.1038/s41598-019-38808-z.
  • Booth, T. F., B. Kournikakis, N. Bastien, J. Ho, D. Kobasa, L. Stadnyk, Y. Li, M. Spence, S. Paton, B. Henry, et al. 2005. Detection of airborne severe acute respiratory syndrome (SARS) coronavirus and environmental contamination in SARS outbreak units. The Journal of Infectious Diseases 191 (9):1472–7. doi:10.1086/429634.
  • Bourouiba, L., E. Dehandschoewercker, and J. W. M. Bush. 2014. Violent expiratory events: On coughing and sneezing. Journal of Fluid Mechanics 745:537–63. doi:10.1017/jfm.2014.88.
  • Chan, J. F. W., S. F. Yuan, K. H. Kok, K. K. W. To, H. Chu, J. Yang, F. F. Xing, J. L. Liu, C. C. Y. Yip, R. W. S. Poon, et al. 2020. A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: A study of a family cluster. The Lancet 395 (10223):514–23. doi:10.1016/S0140-6736(20)30154-9.
  • Duguid, J. P. 1946. The size and the duration of air-carriage of respiratory droplets and droplet-nuclei. Epidemiology and Infection 44 (6):471–9. doi:10.1017/S0022172400019288.
  • Heyder, J., J. Gebhart, G. Rudolf, C. F. Schiller, and W. Stahlhofen. 1986. Deposition of particles in the human respiratory-tract in the size range 0.005-15-mu-m. Journal of Aerosol Science 17 (5):811–25. doi:10.1016/0021-8502(86)90035-2.
  • Johnson, G. R., L. Morawska, Z. D. Ristovski, M. Hargreaves, K. Mengersen, C. Y. H. Chao, M. P. Wan, Y. Li, X. Xie, D. Katoshevski, et al. 2011. Modality of human expired aerosol distributions. Journal of Aerosol Science 42 (12):839–51. doi:10.1016/j.jaerosci.2011.07.009.
  • Hu, Z., C. Song, C. Xu, G. Jin, Y. Chen, X. Xu, H. Ma, W. Chen, Y. Lin, Y. Zheng, et al. 2020. Clinical characteristics of 24 asymptomatic infections with covid-19 screened among close contacts in Nanjing, China. Science China – Life Sciences 63: 1–6. doi:10.1007/s11427-020-1661-4.
  • Li, R., S. Pei, B. Chen, Y. Song, T. Zhang, W. Yang, and J. Shaman. 2020. Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (covid-19). Science :eabb3221. doi:10.1126/science.abb3221.
  • Lindsley, W. G., J. S. Reynolds, J. V. Szalajda, J. D. Noti, and D. H. Beezhold. 2013. A cough aerosol simulator for the study of disease transmission by human cough-generated aerosols. Aerosol Science and Technology 47 (8):937–44. doi:10.1080/02786826.2013.803019.
  • Morawska, L., G. R. Johnson, Z. D. Ristovski, M. Hargreaves, K. Mengersen, S. Corbett, C. Y. H. Chao, Y. Li, and D. Katoshevski. 2009. Size distribution and sites of origin of droplets expelled from the human respiratory tract during expiratory activities. Journal of Aerosol Science 40 (3):256–69. doi:10.1016/j.jaerosci.2008.11.002.
  • Mubareka, S., N. Groulx, E. Savory, T. Cutts, S. Theriault, J. A. Scott, C. J. Roy, N. Turgeon, E. Bryce, G. Astrakianakis, et al. 2019. Bioaerosols and transmission, a diverse and growing community of practice. Frontiers in Public Health 7: 1–7. doi:10.3389/fpubh.2019.00023.
  • Nicas, M., W. W. Nazaroff, and A. Hubbard. 2005. Toward understanding the risk of secondary airborne infection: Emission of respirable pathogens. Journal of Occupational and Environmental Hygiene 2 (3):143–54. doi:10.1080/15459620590918466.
  • Pan, M., A. Eiguren-Fernandez, H. Hsieh, N. Afshar-Mohajer, S. V. Hering, J. Lednicky, Z. H. Fan, and C. Y. Wu. 2016. Efficient collection of viable virus aerosol through laminar-flow, water-based condensational particle growth. Journal of Applied Microbiology 120 (3):805–15. doi:10.1111/jam.13051.
  • Papineni, R. S., and F. S. Rosenthal. 1997. The size distribution of droplets in the exhaled breath of healthy human subjects. Journal of Aerosol Medicine Pulmonary Drug Delivery 10 (2):105–16. doi:10.1089/jam.1997.10.105.
  • Rothe, C., M. Schunk, P. Sothmann, G. Bretzel, G. Froeschl, C. Wallrauch, T. Zimmer, V. Thiel, C. Janke, W. Guggemos, et al. 2020. Transmission of 2019-ncov infection from an asymptomatic contact in Germany. The New England Journal of Medicine 382 (10):970–1. doi:10.1056/NEJMc2001468.
  • Tellier, R., Y. Li, B. J. Cowling, and J. W. Tang. 2019. Recognition of aerosol transmission of infectious agents: A commentary. BMC Infectious Diseases 19 (1):101. doi:10.1186/s12879-019-3707-y.
  • van Doremalen, N., T. Bushmaker, D. Morris, M. Holbrook, A. Gamble, B. Williamson, A. Tamin, J. Harcourt, N. Thornburg, S. Gerber, et al. 2020. Aerosol and surface stability of hcov-19 (sars-cov-2) compared to sars-cov-1. The New England Journal of Medicine, 1–3. doi:10.1056/NEJMc2004973.
  • Wei, J. J., and Y. G. Li. 2016. Airborne spread of infectious agents in the indoor environment. American Journal of Infection Control 44 (9):S102–S108. doi:10.1016/j.ajic.2016.06.003.
  • Wells, W. F. 1934. On air-borne infection - study ii droplets and droplet nuclei. American Journal of Epidemiology 20 (3):611–8. doi:10.1093/oxfordjournals.aje.a118097.
  • Xie, X., Y. Li, A. T. Y. Chwang, P. L. Ho, and W. H. Seto. 2007. How far droplets can move in indoor environments - revisiting the wells evaporation-falling curve. Indoor Air 17 (3):211–25. doi:10.1111/j.1600-0668.2007.00469.x.
  • Yan, J., M. Grantham, J. Pantelic, P. J. B. de Mesquita, B. Albert, F. J. Liu, S. Ehrman, D. K. Milton, and EMIT Consortium. 2018. Infectious virus in exhaled breath of symptomatic seasonal influenza cases from a college community. Proceedings of the National Academy of Sciences of the United States of America 115 (5):1081–6. doi:10.1073/pnas.1716561115.
  • Zhu, N., D. Zhang, W. Wang, X. Li, B. Yang, J. Song, X. Zhao, B. Huang, W. Shi, R. Lu, et al. 2020. A novel coronavirus from patients with Pneumonia in China, 2019. The New England Journal of Medicine 382 (8):727–33. doi:10.1056/NEJMoa2001017.
  • Zou, L., F. Ruan, M. Huang, L. Liang, H. Huang, Z. Hong, J. Yu, M. Kang, Y. Song, J. Xia, et al. 2020. Sars-cov-2 viral load in upper respiratory specimens of infected patients. The New England Journal of Medicine 382 (12):1177–9. doi:10.1056/NEJMc2001737.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.