Sima Asadi1, Nicole Bouvier2, Anthony S Wexler3, William D Ristenpart1. 1. Department of Chemical Engineering, Davis College of Engineering, University of California, Davis, California, USA. 2. Departments of Medicine and Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA. 3. Mechanical and Aeronautical Engineering, University of California-Davis, Davis, California, USA.
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. 2019). 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. 2013; Bourouiba, Dehandschoewercker, and Bush 2014). 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. (2020), Zou et al. (2020), and Hu et al. (2020) 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. 2020). Most recently,
epidemiologists led by Shaman et al. (Li et al. 2020) 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. (2005) established that hospitalized
patientsinfected 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. (2020) 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 1946; Papineni and Rosenthal
1997). 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. 1986). 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. 2018).Ordinary speech aerosolizes significant quantities of respiratory particles. Experimental
work by Morawska et al. (2009) indicated that
vocalization emits up to an order of magnitude more aerosol particles than breathing, and
recent work by Asadi et al. (2019) 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. 2011), 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. 2020). 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
2005).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 1934; Xie et al. 2007), 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 2016). 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. 2016) is necessary; in terms of science, closer collaboration between
virologists, epidemiologists, and aerosol scientists (Mubareka et al. 2019) 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.
Authors: Sima Asadi; Anthony S Wexler; Christopher D Cappa; Santiago Barreda; Nicole M Bouvier; William D Ristenpart Journal: Sci Rep Date: 2019-02-20 Impact factor: 4.379
Authors: Jing Yan; Michael Grantham; Jovan Pantelic; P Jacob Bueno de Mesquita; Barbara Albert; Fengjie Liu; Sheryl Ehrman; Donald K Milton Journal: Proc Natl Acad Sci U S A Date: 2018-01-18 Impact factor: 11.205
Authors: Dan Li; Elizabeth Z Lin; Marie A Brault; Julie Paquette; Sten H Vermund; Krystal J Godri Pollitt Journal: Adv Exp Med Biol Date: 2021 Impact factor: 2.622