Aerodynamic Analysis of SARS-CoV-2 in Two Wuhan Hospitals
Open accessAbstract
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 understood 1-3. 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.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The majority of particles and their evaporated nuclei generated through human expiration activities have sizes varying from 0.05 to 500 μm.
“Related investigations have shown that the majority of particles and their evaporated nuclei generated through human expiration activities have sizes varying from 0.05 to 500 μm [12–16].”
From The protective performance of reusable cloth face masks, disposable procedure masks, KN95 masks and N95 respirators: Filtration and total inward leakage (2021) · cites this paper as [14]
The results (Nature, p. 559) report size ranges for SARS-CoV-2 aerosols collected in two hospitals, not for the majority of particles generated by human expiration. A search for evaporated nuclei and the claimed 0.05–500 μm range found no passage in our copy that establishes that range. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A pneumonia outbreak associated with a new coronavirus of probable bat origin
Zhou, P., Yang, X.-L., Wang, X.-G., Hu, B., Zhang, L., Zhang, W., Si, H.-R., Zhu, Y., Li, B., Huang, C.-L., et al. (2020) · Nature · doi:10.1038/s41586-020-2012-7 · Cited by 21,969 · see citing works
Self-citationAerosol and surface stability of SARS-CoV-2 as compared with SARS-CoV-1
van Doremalen, N., Bushmaker, T., Morris, D. H., Holbrook, M. G., Gamble, A., Williamson, B. N., Tamin, A., Harcourt, J. L., Thornburg, N. J., Gerber, S. I., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmc2004973 · Cited by 9,951 · see citing works
Gorbalenya, A. E., Baker, S. C., Baric, R. S., de Groot, R. J., Drosten, C., Gulyaeva, A. A., Haagmans, B. L., Lauber, C., Leontovich, A. M., Neuman, B. W., et al. (2020) · Nature Microbiology · doi:10.1038/s41564-020-0695-z · Cited by 8,436 · see citing works
Detection of SARS-CoV-2 in Different Types of Clinical Specimens
Wang, W., Xu, Y., Gao, R., Lu, R., Han, K., Wu, G., & Tan, W. (2020) · JAMA · doi:10.1001/jama.2020.3786 · Cited by 5,019 · see citing works
Ong, S. W. X., Tan, Y. K., Chia, P. Y., Lee, T. H., Ng, O. T., Wong, M. S. Y., & Marimuthu, K. (2020) · JAMA · doi:10.1001/jama.2020.3227 · Cited by 2,140 · see citing works
Chen, L., Liu, W., Qi, Z., Xu, K., Ye, G., Wu, W.-C., Sun, Z., Liu, F., Wu, K., Zhong, B., et al. (2020) · Emerging Microbes & Infections · doi:10.1080/22221751.2020.1725399 · Cited by 570 · see citing works
Self-citationSources of airborne microorganisms in the built environment
Prussin, A. J., & Marr, L. C. (2015) · Microbiome · doi:10.1186/s40168-015-0144-z · Cited by 451 · see citing works
ddPCR: a more accurate tool for SARS-CoV-2 detection in low viral load specimens
Suo, T., Liu, X., Feng, J., Guo, M. S., Hu, W., Guo, D., Ullah, H., Yang, Y., Zhang, Q., Wang, X., et al. (2020) · Emerging Microbes & Infections · doi:10.1080/22221751.2020.1772678 · Cited by 451 · see citing works
Self-citationSARS‐CoV‐2 can be detected in urine, blood, anal swabs, and oropharyngeal swabs specimens
Peng, L., Liu, J., Xu, W., Luo, Q., Chen, D., Lei, Z., Huang, Z., Li, X., Deng, K., Lin, B., et al. (2020) · Journal of Medical Virology · doi:10.1002/jmv.25936 · Cited by 446 · see citing works
Airborne Transmission of Chickenpox in a Hospital
Leclair, J. M., Zaia, J. A., Levin, M. J., Congdon, R. G., & Goldmann, D. A. (1980) · New England Journal of Medicine · doi:10.1056/nejm198002213020807 · Cited by 264 · see citing works
Escombe, A. R., Oeser, C., Gilman, R. H., Ñavincopa, M., Ticona, E., Martinez, C., Caviedes, L., Sheen, P., Gonzalez, A. E., Noakes, C. J., et al. (2007) · Clinical Infectious Diseases · doi:10.1086/515397 · Cited by 137 · see citing works
Severe Acute Respiratory Syndrome Beyond Amoy Gardens: Completing the Incomplete Legacy
Yu, I. T. S., Qiu, H., Tse, L. A., & Wong, T. W. (2013) · Clinical Infectious Diseases · doi:10.1093/cid/cit797 · Cited by 79 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
SARS-CoV-2 Reverse Genetics Reveals a Variable Infection Gradient in the Respiratory Tract
Hou, Y. J., Okuda, K., Edwards, C. E., Martinez, D. R., Asakura, T., Dinnon, K. H., Kato, T., Lee, R. E., Yount, B. L., Mascenik, T. M., et al. (2020) · Cell · doi:10.1016/j.cell.2020.05.042 · Cited by 1,488 · see citing works
Self-citationIdentifying airborne transmission as the dominant route for the spread of COVID-19
Zhang, R., Li, Y., Zhang, A. L., Wang, Y., & Molina, M. J. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2009637117 · Cited by 1,236 · see citing works
It is time to address airborne transmission of coronavirus disease 2019 (COVID-19)
Morawska, L., & Milton, D. K. (2020) · Clinical Infectious Diseases · doi:10.1093/cid/ciaa939 · Cited by 1,189 · see citing works
Transmissibility and transmission of respiratory viruses
Leung, N. H. L. (2021) · Nature Reviews Microbiology · doi:10.1038/s41579-021-00535-6 · Cited by 890 · see citing works
Reducing transmission of SARS-CoV-2
Prather, K. A., Wang, C. C., & Schooley, R. T. (2020) · Science · doi:10.1126/science.abc6197 · Cited by 850 · see citing works
Miller, S. L., Nazaroff, W. W., Jimenez, J. L., Boerstra, A., Buonanno, G., Dancer, S. J., Kurnitski, J., Marr, L. C., Morawska, L., & Noakes, C. (2021) · Indoor Air · doi:10.1111/ina.12751 · Cited by 734 · see citing works
Viable SARS-CoV-2 in the air of a hospital room with COVID-19 patients
Lednicky, J. A., Lauzardo, M., Fan, Z. H., Jutla, A., Tilly, T. B., Gangwar, M., Usmani, M., Shankar, S. N., Mohamed, K., Eiguren-Fernandez, A., et al. (2020) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2020.09.025 · Cited by 683 · see citing works
Particle Sizes of Infectious Aerosols: Implications for Infection Control
Fennelly, K. P. (2020) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(20)30323-4 · Cited by 621 · see citing works
Asadi, S., Cappa, C. D., Barreda, S., Wexler, A. S., Bouvier, N. M., & Ristenpart, W. D. (2020) · Scientific Reports · doi:10.1038/s41598-020-72798-7 · Cited by 480 · see citing works
Consideration of the Aerosol Transmission for COVID-19 and Public Health
Anderson, E. L., Turnham, P., Griffin, J. R., & Clarke, C. C. (2020) · Risk Analysis · doi:10.1111/risa.13500 · Cited by 433 · see citing works
Bundgaard, H., Bundgaard, J. S., Raaschou-Pedersen, D. E. T., von Buchwald, C., Todsen, T., Norsk, J. B., Pries-Heje, M. M., Vissing, C. R., Nielsen, P. B., Winsløw, U. C., et al. (2021) · Annals of Internal Medicine · doi:10.7326/m20-6817 · Cited by 388 · see citing works
The fluid dynamics of disease transmission
Bourouiba, L. (2021) · Annual Review of Fluid Mechanics · doi:10.1146/annurev-fluid-060220-113712 · Cited by 366 · see citing works
Zangmeister, C. D., Radney, J. G., Vicenzi, E. P., & Weaver, J. L. (2020) · ACS Nano · doi:10.1021/acsnano.0c05025 · Cited by 276 · see citing works
Ma, J., Qi, X., Chen, H., Li, X., Zhang, Z., Wang, H., Sun, L., Zhang, L., Guo, J., Morawska, L., et al. (2021) · Clinical Infectious Diseases · doi:10.1093/cid/ciaa1283 · Cited by 337 · see citing works
Self-citationAzimi, P., Keshavarz, Z., Cedeno Laurent, J. G., Stephens, B., & Allen, J. G. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2015482118 · Cited by 245 · see citing works
Bourdrel, T., Annesi-Maesano, I., Alahmad, B., Maesano, C. N., & Bind, M.-A. (2021) · European Respiratory Review · doi:10.1183/16000617.0242-2020 · Cited by 224 · see citing works
The size and culturability of patient-generated SARS-CoV-2 aerosol
Santarpia, J. L., Herrera, V. L., Rivera, D. N., Ratnesar-Shumate, S., Reid, S. P., Ackerman, D. N., Denton, P. W., Martens, J. W. S., Fang, Y., Conoan, N., et al. (2022) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/s41370-021-00376-8 · Cited by 196 · see citing works
Subramaniam, S., Raju, N., Ganesan, A., Rajavel, N., Chenniappan, M., Prakash, C., Pramanik, A., Basak, A. K., & Dixit, S. (2022) · Sustainability · doi:10.3390/su14169951 · Cited by 193 · see citing works
Blocken, B., van Druenen, T., Ricci, A., Kang, L., van Hooff, T., Qin, P., Xia, L., Ruiz, C. A., Arts, J. H., Diepens, J. F. L., et al. (2021) · Building and Environment · doi:10.1016/j.buildenv.2021.107659 · Cited by 183 · see citing works
Inward and Outward Effectiveness of Cloth Masks, a Surgical Mask, and a Face Shield
Pan, J., Harb, C., Leng, W., & Marr, L. C. (2021) · Aerosol Science and Technology · doi:10.1080/02786826.2021.1890687 · Cited by 186 · see citing works
Kutter, J. S., de Meulder, D., Bestebroer, T. M., Lexmond, P., Mulders, A., Richard, M., Fouchier, R. A. M., & Herfst, S. (2021) · Nature Communications · doi:10.1038/s41467-021-21918-6 · Cited by 176 · see citing works
Recognizing and controlling airborne transmission of SARS-CoV-2 in indoor environments
Allen, J. G., & Marr, L. C. (2020) · Indoor Air · doi:10.1111/ina.12697 · Cited by 136 · see citing works
Schijven, J., Vermeulen, L. C., Swart, A., Meijer, A., Duizer, E., & de Roda Husman, A. M. (2021) · Environmental Health Perspectives · doi:10.1289/ehp7886 · Cited by 142 · see citing works
Mechanisms of Airborne Infection via Evaporating and Sedimenting Droplets Produced by Speaking
Netz, R. R. (2020) · The Journal of Physical Chemistry B · doi:10.1021/acs.jpcb.0c05229 · Cited by 108 · see citing works
SARS-CoV-2: A systematic review of indoor air sampling for virus detection
Borges, J. T., Nakada, L. Y. K., Maniero, M. G., & Guimarães, J. R. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-13001-w · Cited by 85 · see citing works
Duncan, S., Bodurtha, P., & Naqvi, S. (2021) · PLOS ONE · doi:10.1371/journal.pone.0258191 · Cited by 75 · see citing works
Size distribution of exhaled aerosol particles containing SARS-CoV-2 RNA
Alsved, M., Nygren, D., Thuresson, S., Fraenkel, C.-J., Medstrand, P., & Löndahl, J. (2023) · Infectious Diseases · doi:10.1080/23744235.2022.2140822 · Cited by 57 · see citing works
Sleep medicine and COVID-19. Has a new era begun?
Voulgaris, A., Ferini-Strambi, L., & Steiropoulos, P. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2020.07.010 · Cited by 54 · see citing works
D’Accolti, M., Soffritti, I., Bini, F., Mazziga, E., Mazzacane, S., & Caselli, E. (2022) · Microorganisms · doi:10.3390/microorganisms10020225 · Cited by 39 · see citing works
Konda, A., Prakash, A., Moss, G. A., Schmoldt, M., Grant, G. D., & Guha, S. (2020) · ACS Nano · doi:10.1021/acsnano.0c04897 · Cited by 30 · see citing works
Telles, C. R., Roy, A., Ajmal, M. R., Mustafa, S. K., Ahmad, M. A., de la Serna, J. M., Frigo, E. P., & Rosales, M. H. (2021) · JMIR Public Health and Surveillance · doi:10.2196/20699 · Cited by 35 · see citing works
Lai, A., Chang, M. L., O'Donnell, R. P., Zhou, C., Sumner, J. A., & Hsiai, T. K. (2021) · Science of The Total Environment · doi:10.1016/j.scitotenv.2021.146464 · Cited by 25 · see citing works
Modeling the Impacts of Physical Distancing and Other Exposure Determinants on Aerosol Transmission
Wagner, J., Sparks, T. L., Miller, S., Chen, W., Macher, J. M., & Waldman, J. M. (2021) · Journal of Occupational and Environmental Hygiene · doi:10.1080/15459624.2021.1963445 · Cited by 21 · see citing works
Wagner, J., Macher, J. M., Chen, W., & Kumagai, K. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192315555 · Cited by 14 · see citing works
- Authors
- Liu, Y., Ning, Z., Chen, Y., Guo, M., Liu, Y., Gali, N. K., Sun, L., Duan, Y., Cai, J., Westerdahl, D., Liu, X., Xu, K., Ho, K.-F., Kan, H., Fu, Q., & Lan, K.
- Affiliations
- Wuhan University (CN)
- Hong Kong University of Science and Technology (HK)
- Fudan University (CN)
- Chinese University of Hong Kong (HK)
- Corresponding author
- Ning, Zhi
- Chen, Yu
- Ho, Kin-fai
- Kan, Haidong
- Fu, Qingyan
- Lan, Ke
- ORCID
- Venue
- Nature
- Published
- 2020-04-27
- Volume
- 582
- Issue
- 7813
- Pages
- 557-560
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W3018334611
- Cited by
- 1,872
- References
- 12
- Citations by year
- 2026: 35 · 2025: 74 · 2024: 120 · 2023: 201 · 2022: 359 · 2021: 582 · 2020: 500 · 2019: 1
- FWCI
- 231.54
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Rare & Special e-Zone (The Hong Kong University of Science and Technology) (submittedVersion)
- Funders
- Wuhan University
- Renmin Hospital of Wuhan University
- Eurostars
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Infection Control and Ventilation
- Physical Sciences › Environmental Science › Global and Planetary Change › COVID-19 impact on air quality
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Indoor Air Quality and Microbial Exposure
- Keywords
- SARS-CoV-2, COVID-19 pandemic, airborne transmission, aerosol size distribution, indoor ventilation, sanitization, crowding, healthcare workers
- MeSH terms
- Bathroom Equipment, Betacoronavirus, COVID-19, SARS-CoV-2, Aerosols, China, Crowding, Disinfection, Hospitals, Humans, Intensive Care Units, Masks, Medical Staff, Patients, Pneumonia, Viral, RNA, Viral, Social Isolation, Ventilation, Workplace, Coronavirus Infections, Pandemics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review