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Shirreff G, Huynh BT, Duval A, Pereira LC, Annane D, Dinh A, Lambotte O, Bulifon S, Guichardon M, Beaune S, Toubiana J, Kermorvant-Duchemin E, Chéron G, Cordel H, Argaud L, Douplat M, Abraham P, Tazarourte K, Martin-Gaujard G, Vanhems P, Hilliquin D, Nguyen D, Chelius G, Fraboulet A, Temime L, Opatowski L, Guillemot D. Assessing respiratory epidemic potential in French hospitals through collection of close contact data (April-June 2020). Sci Rep 2024; 14:3702. [PMID: 38355640 PMCID: PMC10866902 DOI: 10.1038/s41598-023-50228-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 12/17/2023] [Indexed: 02/16/2024] Open
Abstract
The transmission risk of SARS-CoV-2 within hospitals can exceed that in the general community because of more frequent close proximity interactions (CPIs). However, epidemic risk across wards is still poorly described. We measured CPIs directly using wearable sensors given to all present in a clinical ward over a 36-h period, across 15 wards in three hospitals in April-June 2020. Data were collected from 2114 participants and combined with a simple transmission model describing the arrival of a single index case to the ward to estimate the risk of an outbreak. Estimated epidemic risk ranged four-fold, from 0.12 secondary infections per day in an adult emergency to 0.49 per day in general paediatrics. The risk presented by an index case in a patient varied 20-fold across wards. Using simulation, we assessed the potential impact on outbreak risk of targeting the most connected individuals for prevention. We found that targeting those with the highest cumulative contact hours was most impactful (20% reduction for 5% of the population targeted), and on average resources were better spent targeting patients. This study reveals patterns of interactions between individuals in hospital during a pandemic and opens new routes for research into airborne nosocomial risk.
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Affiliation(s)
- George Shirreff
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France
- UVSQ, Inserm, CESP, Anti-Infective Evasion and Pharmacoepidemiology Team, Université Paris-Saclay, Montigny-Le-Bretonneux, France
- Modélisation, Épidémiologie Et Surveillance Des Risques Sanitaires (MESuRS), Conservatoire National Des Arts Et Métiers, Paris, France
| | - Bich-Tram Huynh
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France
- UVSQ, Inserm, CESP, Anti-Infective Evasion and Pharmacoepidemiology Team, Université Paris-Saclay, Montigny-Le-Bretonneux, France
| | - Audrey Duval
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France
| | - Lara Cristina Pereira
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France
| | - Djillali Annane
- IHU PROMETHEUS, Raymond Poincaré Hospital (APHP), INSERM, Université Paris Saclay Campus Versailles, Paris, France
| | - Aurélien Dinh
- Service de Maladies Infectieuses Et Tropicales, AP-HP. Paris Saclay, Hôpital Raymond Poincaré, Garches, France
| | - Olivier Lambotte
- Service de Médecine Interne Et Immunologie Clinique, AP-HP. Paris Saclay, Hôpital de Bicêtre, Le Kremlin Bicêtre, France
- UMR1184, IMVA-HB, Inserm, CEA, Université Paris Saclay, Le Kremlin Bicêtre, France
| | - Sophie Bulifon
- Service de Pneumologie, AP-HP. Paris Saclay, Hôpital de Bicêtre, Le Kremlin Bicêtre, France
| | - Magali Guichardon
- Service de Gériatrie, AP-HP. Paris Saclay, Hôpital Paul Brousse, Villejuif, France
| | - Sebastien Beaune
- Service Des Urgences Adultes, AP-HP. Paris Saclay, Hôpital Ambroise Paré, Boulogne-Billancourt, France
| | - Julie Toubiana
- Service de Pédiatrie Générale, AP-HP. Centre - Université Paris Cité, Hôpital Necker-Enfants Malades, Paris, France
| | - Elsa Kermorvant-Duchemin
- Service de Réanimation Néonatale, AP-HP. Centre - Université Paris Cité, Hôpital Necker-Enfants Malades, Paris, France
| | - Gerard Chéron
- Service Des Urgences Pédiatriques, AP-HP. Centre - Université Paris Cité, Hôpital Necker-Enfants Malades, Paris, France
| | - Hugues Cordel
- Service de Maladies Infectieuses Et Tropicales, AP-HP. Hôpitaux Universitaires Paris Seine-Saint-Denis, Hôpital Avicenne, Bobigny, France
| | - Laurent Argaud
- Service de Réanimation Adulte, Hospices Civils de Lyon - Université Claude Bernard, Hôpital Edouard Herriot, Lyon, France
| | - Marion Douplat
- Service Des Urgences Adultes, Hospices Civils de Lyon - Université Claude Bernard, Hôpital Lyon Sud, Pierre-Bénite, France
| | - Paul Abraham
- Service d'Anesthésie-Réanimation, Hospices Civils de Lyon - Université Claude Bernard, Hôpital Edouard Herriot, Lyon, France
| | - Karim Tazarourte
- Service Des Urgences Adultes, Hospices Civils de Lyon - Université Claude Bernard, Hôpital Edouard Herriot, Lyon, France
| | - Géraldine Martin-Gaujard
- Service de Gériatrie, Hospices Civils de Lyon - Université Claude Bernard, Hôpital Edouard Herriot, Lyon, France
| | - Philippe Vanhems
- Service Hygiène, Épidémiologie, Infectiovigilance Et Prévention, Hospices Civils de Lyon - Université Claude Bernard, Lyon, France
- Centre International de Recherche en Infectiologie, Team Public Health, Epidemiology and Evolutionary Ecology of Infectious Diseases (PHE3ID), Univ Lyon, Inserm, U1111, CNRS, UMR5308, ENS de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Delphine Hilliquin
- Service Hygiène, Épidémiologie, Infectiovigilance Et Prévention, Hospices Civils de Lyon - Université Claude Bernard, Lyon, France
| | - Duc Nguyen
- Service Des Maladies Infectieuses Et Tropicales, CHU de Bordeaux, Hôpital Pellegrin, Bordeaux, France
| | | | | | - Laura Temime
- Modélisation, Épidémiologie Et Surveillance Des Risques Sanitaires (MESuRS), Conservatoire National Des Arts Et Métiers, Paris, France
- PACRI Unit, Conservatoire National Des Arts Et Métiers, Institut Pasteur, Paris, France
| | - Lulla Opatowski
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France
- UVSQ, Inserm, CESP, Anti-Infective Evasion and Pharmacoepidemiology Team, Université Paris-Saclay, Montigny-Le-Bretonneux, France
| | - Didier Guillemot
- Institut Pasteur, Epidemiology and Modelling of Antibiotic Evasion, Université Paris Cité, Paris, France.
- UVSQ, Inserm, CESP, Anti-Infective Evasion and Pharmacoepidemiology Team, Université Paris-Saclay, Montigny-Le-Bretonneux, France.
- Department of Public Health, Medical Information, Clinical Research, AP-HP. Paris Saclay, Paris, France.
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Buratti CR, Veillette M, Bridier A, Aubin CE, Lebrun M, Ammaiyappan AK, Vanoli E, Crawford C, Duchaine C, Jouvet P. Effectiveness of SplashGuard Caregiver prototype in reducing the risk of aerosol transmission in intensive care unit rooms of SARS-CoV-2 patients: a prospective and simulation study. J Hosp Infect 2024; 144:75-84. [PMID: 38040038 DOI: 10.1016/j.jhin.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND The contagiousness of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is known to be linked to the emission of bioaerosols. Thus, aerosol-generating procedures (AGPs) could increase the risk of infection among healthcare workers (HCWs). AIM To investigate the impact of an aerosol protection box, the SplashGuard Caregiver (SGGC) with suction system, by direct analysis of the presence of viral particles after an AGP, and by using the computational fluid dynamics (CFD) simulation method. METHODS This prospective observational study investigated HCWs caring for patients with SARS-CoV-2 admitted to an intensive care unit (ICU). Rooms were categorized as: SGCG present and SGCG absent. Virus detection was performed through direct analysis, and using a CFD model to simulate the movement dynamics of airborne particles produced by a patient's respiratory activities. FINDINGS Of the 67 analyses performed, three samples tested positive on quantitative polymerase chain reaction: one of 33 analyses in the SCCG group (3%) and two of 34 analyses in the non-SGCG group (5.9%). CFD simulations showed that: (1) reduction of the gaps of an SGCG could decrease the number of emitted particles remaining airborne within the room by up to 70%; and (2) positioning HCWs facing the opposite direction to the main air flow would reduce their exposure. CONCLUSIONS This study documented the presence of SARS-CoV-2 among HCWs in a negative pressure ICU room of an infected patient with or without the use of an SGCG. The simulation will help to improve the design of the SGCG and the positioning of HCWs in the room.
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Affiliation(s)
- C R Buratti
- Pediatric Intensive Care Unit, Department of Pediatrics, Hospital da Criança Santo Antônio, Porto Alegre, Rio Grande do Sul, Brazil; Graduate Program in Child and Adolescent Health, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - M Veillette
- Centre de Recherche, Institut Universitaire de Cardiologie et de Pneumologie de Québec-Université Laval, Québec, Québec, Canada
| | - A Bridier
- Paediatric Intensive Care, Department of Paediatrics, Purpan Hospital, University of Toulouse, Toulouse, France
| | - C E Aubin
- Polytechnique Montreal, University Hospital Centre Sainte-Justine, Montréal, Québec, Canada
| | - M Lebrun
- Dassault Systèmes Simulia Corporation, Vélizy-Villacoublay, France
| | | | - E Vanoli
- Dassault Systèmes Simulia Corporation, Vélizy-Villacoublay, France
| | - C Crawford
- Dassault Systèmes Simulia Corporation, Vélizy-Villacoublay, France
| | - C Duchaine
- Université Laval, Québec, Québec, Canada
| | - P Jouvet
- Pediatric Intensive Care Unit, Department of Pediatrics, University Hospital Centre Sainte-Justine, Montréal, Québec, Canada.
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3
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Mellon G, Crawford C, Vanoli E, Donval G. Augmented reality is a new learning experience to strengthen infection prevention and control action. J Hosp Infect 2024; 143:213-214. [PMID: 37739269 DOI: 10.1016/j.jhin.2023.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 09/08/2023] [Accepted: 09/11/2023] [Indexed: 09/24/2023]
Affiliation(s)
- G Mellon
- Public Assistance - Paris Hospitals, Paris, France.
| | - C Crawford
- Dassault Systèmes, Vélizy-Villacoublay, France
| | - E Vanoli
- Dassault Systèmes, Vélizy-Villacoublay, France
| | - G Donval
- Dassault Systèmes, Vélizy-Villacoublay, France
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4
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Kek HY, Tan H, Othman MHD, Nyakuma BB, Goh PS, Wong SL, Deng X, Leng PC, Yatim AS, Wong KY. Perspectives on human movement considerations in indoor airflow assessment: a comprehensive data-driven systematic review. Environ Sci Pollut Res Int 2023; 30:121253-121268. [PMID: 37979109 DOI: 10.1007/s11356-023-30912-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 11/01/2023] [Indexed: 11/19/2023]
Abstract
Understanding particle dispersion characteristics in indoor environments is crucial for revising infection prevention guidelines through optimized engineering control. The secondary wake flow induced by human movements can disrupt the local airflow field, which enhances particle dispersion within indoor spaces. Over the years, researchers have explored the impact of human movement on indoor air quality (IAQ) and identified noteworthy findings. However, there is a lack of a comprehensive review that systematically synthesizes and summarizes the research in this field. This paper aims to fill that gap by providing an overview of the topic and shedding light on emerging areas. Through a systematic review of relevant articles from the Web of Science database, the study findings reveal an emerging trend and current research gaps on the topic titled Impact of Human Movement in Indoor Airflow (HMIA). As an overview, this paper explores the effect of human movement on human microenvironments and particle resuspension in indoor environments. It delves into the currently available methods for assessing the HMIA and proposes the integration of IoT sensors for potential indoor airflow monitoring. The present study also emphasizes incorporating human movement into ventilation studies to achieve more realistic predictions and yield more practical measures. This review advances knowledge and holds significant implications for scientific and public communities. It identifies future research directions and facilitates the development of effective ventilation strategies to enhance indoor environments and safeguard public health.
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Affiliation(s)
- Hong Yee Kek
- Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Huiyi Tan
- Faculty of Chemical & Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Mohd Hafiz Dzarfan Othman
- Advanced Membrane Technology Research Centre (AMTEC), Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Bemgba Bevan Nyakuma
- Department of Chemical Sciences, Faculty of Science and Computing, Pen Resource University, P. M. B. 086, Gombe, Gombe State, Nigeria
| | - Pei Sean Goh
- Advanced Membrane Technology Research Centre (AMTEC), Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Syie Luing Wong
- Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands
| | - Xiaorui Deng
- Department of Building Environment and Energy Engineering, College of Civil Engineering, Hunan University, Changsha, 410082, Hunan, China
| | - Pau Chung Leng
- Faculty of Built Environment and Surveying, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Ardiyansyah Saad Yatim
- Department of Mechanical Engineering, Universitas Indonesia, 16424, Depok, Jawa Barat, Indonesia
| | - Keng Yinn Wong
- Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.
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5
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Asai T, Kurosaki E, Kimachi K, Nakayama M, Koido M, Hong S. Peak risk of SARS-CoV-2 infection within 5 s of face-to-face encounters: an observational/retrospective study. Sci Rep 2023; 13:17520. [PMID: 37845540 PMCID: PMC10579401 DOI: 10.1038/s41598-023-44967-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 10/13/2023] [Indexed: 10/18/2023] Open
Abstract
The link between aerosol dynamics and viral exposure risk is not fully understood, particularly during movement and face-to-face interactions. To investigate this, we employed Particle Trace Velocimetry with a laser sheet and a high-speed camera to measure microparticles from a human mannequin's mouth. The average peak time in the non-ventilated condition (expiratory volume, 30 L; passing speed, 5 km/h) was 1.33 s (standard deviation = 0.32 s), while that in the ventilated condition was 1.38 s (standard deviation = 0.35 s). Our results showed that the peak of viral exposure risk was within 5 s during face-to-face encounters under both ventilated and non-ventilated conditions. Moreover, the risk of viral exposure greatly decreased in ventilated conditions compared to non-ventilated conditions. Based on these findings, considering a risk mitigation strategy for the duration of 5 s during face-to-face encounters is expected to significantly reduce the risk of virus exposure in airborne transmission.
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Affiliation(s)
- Takeshi Asai
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan.
- Faculty of Physical Education, International Pacific University, Okayama, Japan.
| | - Erina Kurosaki
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan
| | - Kaoru Kimachi
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan
| | - Masao Nakayama
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan
| | - Masaaki Koido
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan
| | - Sungchan Hong
- Faculty of Health and Sports Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, 305-8574, Japan
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6
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Ma X, Kim WH, Lee JH, Han DW, Lee SH, Kim J, Lee D, Kim B, Shin DM. The Effectiveness of a Novel Air-Barrier Device for Aerosol Reduction in a Dental Environment: Computational Fluid Dynamics Simulation. Bioengineering (Basel) 2023; 10:947. [PMID: 37627832 PMCID: PMC10452020 DOI: 10.3390/bioengineering10080947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/04/2023] [Accepted: 08/05/2023] [Indexed: 08/27/2023] Open
Abstract
The use of equipment such as dental handpieces and ultrasonic tips in the dental environment has potentially heightened the generation and spread of aerosols, which are dispersant particles contaminated by etiological factors. Although numerous types of personal protective equipment have been used to lower contact with contaminants, they generally do not exhibit excellent removal rates and user-friendliness in tandem. To solve this problem, we developed a prototype of an air-barrier device that forms an air curtain as well as performs suction and evaluated the effect of this newly developed device through a simulation study and experiments. The air-barrier device derived the improved design for reducing bioaerosols through the simulation results. The experiments also demonstrated that air-barrier devices are effective in reducing bioaerosols generated at a distance in a dental environment. In conclusion, this study demonstrates that air-barrier devices in dental environments can play an effective role in reducing contaminating particles.
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Affiliation(s)
- Xiaoting Ma
- Department of Mechanical Engineering, The University of Hong Kong, Pokfulam 999077, Hong Kong;
| | - Won-Hyeon Kim
- Dental Life Science Research Institute, Seoul National University Dental Hospital, Seoul 03080, Republic of Korea; (W.-H.K.); (S.-H.L.); (J.K.); (D.L.)
| | - Jong-Ho Lee
- Daan Korea Corporation, Seoul 06252, Republic of Korea;
| | - Dong-Wook Han
- Department of Cogno-Mechatronics Engineering, College of Nanoscience and Nanotechnology, Pusan National University, Busan 46241, Republic of Korea;
| | - Sung-Ho Lee
- Dental Life Science Research Institute, Seoul National University Dental Hospital, Seoul 03080, Republic of Korea; (W.-H.K.); (S.-H.L.); (J.K.); (D.L.)
| | - Jisung Kim
- Dental Life Science Research Institute, Seoul National University Dental Hospital, Seoul 03080, Republic of Korea; (W.-H.K.); (S.-H.L.); (J.K.); (D.L.)
| | - Dajung Lee
- Dental Life Science Research Institute, Seoul National University Dental Hospital, Seoul 03080, Republic of Korea; (W.-H.K.); (S.-H.L.); (J.K.); (D.L.)
| | - Bongju Kim
- Dental Life Science Research Institute, Seoul National University Dental Hospital, Seoul 03080, Republic of Korea; (W.-H.K.); (S.-H.L.); (J.K.); (D.L.)
| | - Dong-Myeong Shin
- Department of Mechanical Engineering, The University of Hong Kong, Pokfulam 999077, Hong Kong;
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7
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Saeed Rayegan, Chang Shu, Justin Berquist, Jisoo Jeon, Liang (Grace) Zhou, Liangzhu (Leon) Wang, Hamza Mbareche, Patrique Tardif, Hua Ge. A review on indoor airborne transmission of COVID-19– modelling and mitigation approaches. Journal of Building Engineering 2023; 64. [ DOI: 10.1016/j.jobe.2022.105599] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 11/11/2022] [Accepted: 11/21/2022] [Indexed: 06/09/2023]
Abstract
In the past few years, significant efforts have been made to investigate the transmission of COVID-19. This paper provides a review of the COVID-19 airborne transmission modeling and mitigation strategies. The simulation models here are classified into airborne transmission infectious risk models and numerical approaches for spatiotemporal airborne transmissions. Mathematical descriptions and assumptions on which these models have been based are discussed. Input data used in previous simulation studies to assess the dispersion of COVID-19 are extracted and reported. Moreover, measurements performed to study the COVID-19 airborne transmission within indoor environments are introduced to support validations for anticipated future modeling studies. Transmission mitigation strategies recommended in recent studies have been classified to include modifying occupancy and ventilation operations, using filters and air purifiers, installing ultraviolet (UV) air disinfection systems, and personal protection compliance, such as wearing masks and social distancing. The application of mitigation strategies to various building types, such as educational, office, public, residential, and hospital, is reviewed. Recommendations for future works are also discussed based on the current apparent knowledge gaps covering both modeling and mitigation approaches. Our findings show that different transmission mitigation measures were recommended for various indoor environments; however, there is no conclusive work reporting their combined effects on the level of mitigation that may be achieved. Moreover, further studies should be conducted to understand better the balance between approaches to mitigating the viral transmissions in buildings and building energy consumption.
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8
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Glenn K, He J, Rochlin R, Teng S, Hecker JG, Novosselov I. Assessment of aerosol persistence in ICUs via low-cost sensor network and zonal models. Sci Rep 2023; 13:3992. [PMID: 36899063 PMCID: PMC10006437 DOI: 10.1038/s41598-023-30778-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/01/2023] [Indexed: 03/12/2023] Open
Abstract
The COVID-19 pandemic raised public awareness about airborne particulate matter (PM) due to the spread of infectious diseases via the respiratory route. The persistence of potentially infectious aerosols in public spaces and the spread of nosocomial infections in medical settings deserve careful investigation; however, a systematic approach characterizing the fate of aerosols in clinical environments has not been reported. This paper presents a methodology for mapping aerosol propagation using a low-cost PM sensor network in ICU and adjacent environments and the subsequent development of the data-driven zonal model. Mimicking aerosol generation by a patient, we generated trace NaCl aerosols and monitored their propagation in the environment. In positive (closed door) and neutral-pressure (open door) ICUs, up to 6% or 19%, respectively, of all PM escaped through the door gaps; however, the outside sensors did not register an aerosol spike in negative-pressure ICUs. The K-means clustering analysis of temporospatial aerosol concentration data suggests that ICU can be represented by three distinct zones: (1) near the aerosol source, (2) room periphery, and (3) outside the room. The data suggests two-phase plume behavior: dispersion of the original aerosol spike throughout the room, followed by an evacuation phase where "well-mixed" aerosol concentration decayed uniformly. Decay rates were calculated for positive, neutral, and negative pressure operations, with negative-pressure rooms clearing out nearly twice as fast. These decay trends closely followed the air exchange rates. This research demonstrates the methodology for aerosol monitoring in medical settings. This study is limited by a relatively small data set and is specific to single-occupancy ICU rooms. Future work needs to evaluate medical settings with high risks of infectious disease transmission.
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Affiliation(s)
- K Glenn
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - J He
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - R Rochlin
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - S Teng
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - J G Hecker
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, USA
| | - I Novosselov
- Department of Mechanical Engineering, University of Washington, Seattle, USA.
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9
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Ahmadzadeh M, Shams M. A numerical approach for preventing the dispersion of infectious disease in a meeting room. Sci Rep 2022; 12:16959. [PMID: 36217014 PMCID: PMC9549042 DOI: 10.1038/s41598-022-21161-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 09/23/2022] [Indexed: 12/29/2022] Open
Abstract
Airborne transmission of respiratory aerosols carrying infectious viruses has generated many concerns about cross-contamination risks, particularly in indoor environments. ANSYS Fluent software has been used to investigate the dispersion of the viral particles generated during a coughing event and their transport dynamics inside a safe social-distance meeting room. Computational fluid dynamics based on coupled Eulerian-Lagrangian techniques are used to explore the characteristics of the airflow field in the domain. The main objective of this study is to investigate the effects of the window opening frequency, exhaust layouts, and the location of the air conditioner systems on the dispersion of the particles. The results show that reducing the output capacity by raising the concentration of suspended particles and increasing their traveled distance caused a growth in the individuals' exposure to contaminants. Moreover, decreasing the distance between the ventilation systems installed location and the ceiling can drop the fraction of the suspended particles by over 35%, and the number of individuals who are subjected to becoming infected by viral particles drops from 6 to 2. As well, the results demonstrated when the direction of input airflow and generated particles were the same, the fraction of suspended particles of 4.125%, whereas if the inputs were shifted to the opposite direction of particle injection, the fraction of particles in fluid increased by 5.000%.
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Affiliation(s)
- Mahdi Ahmadzadeh
- grid.411976.c0000 0004 0369 2065Faculty of Mechanical Engineering, K. N. Toosi University of Technology, Pardis St., Vanak Sq., Tehran, Iran
| | - Mehrzad Shams
- grid.411976.c0000 0004 0369 2065Faculty of Mechanical Engineering, K. N. Toosi University of Technology, Pardis St., Vanak Sq., Tehran, Iran
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10
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Kniesburges S, Schlegel P, Peters G, Westphalen C, Jakubaß B, Veltrup R, Kist AM, Döllinger M, Gantner S, Kuranova L, Benthaus T, Semmler M, Echternach M. Effects of surgical masks on aerosol dispersion in professional singing. J Expo Sci Environ Epidemiol 2022; 32:727-734. [PMID: 34611302 PMCID: PMC8491963 DOI: 10.1038/s41370-021-00385-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 05/02/2023]
Abstract
BACKGROUND In the CoVID-19 pandemic, singing came into focus as a high-risk activity for the infection with airborne viruses and was therefore forbidden by many governmental administrations. OBJECTIVE The aim of this study is to investigate the effectiveness of surgical masks regarding the spatial and temporal dispersion of aerosol and droplets during professional singing. METHODS Ten professional singers performed a passage of the Ludwig van Beethoven's "Ode of Joy" in two experimental setups-each with and without surgical masks. First, they sang with previously inhaled vapor of e-cigarettes. The emitted cloud was recorded by three cameras to measure its dispersion dynamics. Secondly, the naturally expelled larger droplets were illuminated by a laser light sheet and recorded by a high-speed camera. RESULTS The exhaled vapor aerosols were decelerated and deflected by the mask and stayed in the singer's near-field around and above their heads. In contrast, without mask, the aerosols spread widely reaching distances up to 1.3 m. The larger droplets were reduced by up to 86% with a surgical mask worn. SIGNIFICANCE The study shows that surgical masks display an effective tool to reduce the range of aerosol dispersion during singing. In combination with an appropriate aeration strategy for aerosol removal, choir singers could be positioned in a more compact assembly without contaminating neighboring singers all singers.
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Affiliation(s)
- Stefan Kniesburges
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.
| | - Patrick Schlegel
- Department of Head and Neck Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, CA, USA
| | - Gregor Peters
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Caroline Westphalen
- Division of Phoniatrics and Pediatric Audiology, Department of Otorhinolaryngology, University Hospital, LMU Munich, Munich, Germany
| | - Bernhard Jakubaß
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Reinhard Veltrup
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Andreas M Kist
- Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Michael Döllinger
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Sophia Gantner
- Division of Phoniatrics and Pediatric Audiology, Department of Otorhinolaryngology, University Hospital, LMU Munich, Munich, Germany
| | - Liudmila Kuranova
- Division of Phoniatrics and Pediatric Audiology, Department of Otorhinolaryngology, University Hospital, LMU Munich, Munich, Germany
| | - Tobias Benthaus
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Marion Semmler
- Division of Phoniatrics and Pediatric Audiology at the Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias Echternach
- Division of Phoniatrics and Pediatric Audiology, Department of Otorhinolaryngology, University Hospital, LMU Munich, Munich, Germany
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11
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Basak M, Mitra S, Bandyopadhyay D. Pathways to community transmission of COVID-19 due to rapid evaporation of respiratory virulets. J Colloid Interface Sci 2022; 619:229-245. [PMID: 35397458 PMCID: PMC8986321 DOI: 10.1016/j.jcis.2022.03.098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 03/06/2022] [Accepted: 03/21/2022] [Indexed: 12/16/2022]
Abstract
HYPOTHESIS The formation of virus-laden colloidal respiratory microdroplets - the sneeze or cough virulets and their evaporation driven miniaturization in the open air are found to have a significant impact on the community transmission of COVID-19 pandemic. SIMULATION DETAILS We simulate the motions and trajectories of virulets by employing laminar fluid flow coupled with droplet tracing physics. A force field analysis has been included considering the gravity, drag, and inertial forces to unleash some of the finer features of virulet trajectories leading to the droplet and airborne transmissions of the virus. Furthermore, an analytical model corroborates temperature (T) and relative humidity (RH) controlled droplet miniaturization. RESULTS The study elucidates that the tiny (1-50 µm) and intermediate (60-100 µm) size ranged virulets tend to form bioaerosol and facilitate an airborne transmission while the virulets of larger dimensions (300 to 500 µm) are more prone to gravity dominated droplet transmission. Subsequently, the mapping between the T and RH guided miniaturization of virulets with the COVID-19 cases for six different cities across the globe justifies the significant contribution of miniaturization-based bioaerosol formation for community transmission of the pandemic.
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Affiliation(s)
- Mitali Basak
- Centre for Nanotechnology, Indian Institute of Technology Guwahati, Assam 781039, India
| | - Shirsendu Mitra
- Department of Chemical Engineering, Indian Institute of Technology Guwahati, Assam 781039, India
| | - Dipankar Bandyopadhyay
- Centre for Nanotechnology, Indian Institute of Technology Guwahati, Assam 781039, India,Department of Chemical Engineering, Indian Institute of Technology Guwahati, Assam 781039, India,School of Health Sciences and Technology,Indian Institute of Technology Guwahati, Assam 781039, India,Corresponding author at: Department of Chemical Engineering, Indian Institute of Technology Guwahati, Guwahati 781039, India
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12
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Mahdi Ahmadzadeh, Mehrzad Shams. Multi-objective performance assessment of HVAC systems and physical barriers on COVID-19 infection transmission in a high-speed train. Journal of Building Engineering 2022; 53. [ DOI: 10.1016/j.jobe.2022.104544] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 04/11/2022] [Accepted: 04/17/2022] [Indexed: 06/16/2023]
Abstract
A computational fluid dynamics (CFD) simulation was performed to model and study the transmission risk associated with cough-related SARS-CoV-2 droplets in a real-world high-speed train (HST). In this study, the evaporating of the droplets was considered. Simulation data were post-processed to assess the fraction of the particles deposited on each passenger's face and body, suspended in air, and escaped from exhausts. Firstly, the effects of temperature, relative humidity, ventilation rate, injection source, exhausts' location and capacity, and adding the physical barriers on evaporation and transport of respiratory droplets are investigated in long distance HST. The results demonstrate that overall, 6–43% of the particles were suspended in the cabin after 2.7 min, depending on conditions, and 3–58% of the particles were removed from the cabin in the same duration. Use of physical barriers and high ventilation rate is therefore recommended for both personal and social protection. We found more exhaust capacity and medium relative humidity to be effective in reducing the particles' transmission potential across all studied scenarios. The results indicate that reducing ventilation rate and exhaust capacity, increased aerosols shelf time and dispersion throughout the cabin.
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13
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Li Z, Wang Y, Zheng W, Wang H, Li B, Liu C, Wang Y, Lei C. Effect of inlet-outlet configurations on the cross-transmission of airborne bacteria between animal production buildings. J Hazard Mater 2022; 429:128372. [PMID: 35236040 DOI: 10.1016/j.jhazmat.2022.128372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/25/2022] [Accepted: 01/25/2022] [Indexed: 06/14/2023]
Abstract
Cross-transmission of airborne pathogens between buildings facilitates the spread of both human and animal diseases. Rational spatial arrangement of buildings and air inlet-outlet design are well-established preventive measures, but the effectiveness of current configurations for mitigating pathogens cross-transmission is still under assessment. An intensive field study in a laying hen farm was conducted to elucidate the spatial distribution of airborne bacteria (AB) and the source of AB at the inlets under different wind regimes. We found higher concentrations of AB at the interspace and sidewall inlets of buildings with sidewall exhaust systems than at those with endwall exhaust systems. We observed significant differences in bacterial diversity and richness at the interspace and sidewall inlets between buildings with side exhaust systems and those with endwall exhaust systems. We further found that the AB emitted from buildings could translocate to the sidewall inlets of adjacent building to a greater extent between buildings with sidewall exhaust systems than between those with endwall exhaust systems. Our findings revealed that sidewall exhaust systems aggravate cross-transmission of AB between buildings, suggesting that endwall exhaust systems or other compensatory preventive measures combined with sidewall exhaust systems could be a better choice to suppress airborne cross-transmission.
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Affiliation(s)
- Zonggang Li
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China; Key Laboratory of Agricultural Engineering in Structure and Environment, Ministry of Agriculture and Rural Affairs, Beijing, China; Beijing Engineering Research Center on Animal Healthy Environment, Beijing, China; Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Yang Wang
- Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Weichao Zheng
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China; Key Laboratory of Agricultural Engineering in Structure and Environment, Ministry of Agriculture and Rural Affairs, Beijing, China; Beijing Engineering Research Center on Animal Healthy Environment, Beijing, China.
| | - Hongning Wang
- College of Life Sciences, Sichuan University, Sichuan, China; Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, Sichuan, China
| | - Baoming Li
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China; Key Laboratory of Agricultural Engineering in Structure and Environment, Ministry of Agriculture and Rural Affairs, Beijing, China; Beijing Engineering Research Center on Animal Healthy Environment, Beijing, China
| | - Chang Liu
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China; Key Laboratory of Agricultural Engineering in Structure and Environment, Ministry of Agriculture and Rural Affairs, Beijing, China; Beijing Engineering Research Center on Animal Healthy Environment, Beijing, China
| | - Yuxin Wang
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China; Key Laboratory of Agricultural Engineering in Structure and Environment, Ministry of Agriculture and Rural Affairs, Beijing, China; Beijing Engineering Research Center on Animal Healthy Environment, Beijing, China
| | - Changwei Lei
- College of Life Sciences, Sichuan University, Sichuan, China; Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, Sichuan, China
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14
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Ma J, Qian H, Liu F, Sui G, Zheng X. Exposure Risk to Medical Staff in a Nasopharyngeal Swab Sampling Cabin under Four Different Ventilation Strategies. Buildings 2022; 12:353. [DOI: 10.3390/buildings12030353] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Medical staff working in a nasopharyngeal swab sampling cabin are exposed to a higher exposure risk of COVID-19. In this study, computational fluid dynamics (CFD) are used to evaluate the exposure risk to medical staff in a nasopharyngeal swab sampling cabin of Chinese customs under four different ventilation strategies, i.e., multiple supply fans ventilation (MSFV), multiple exhaust fans ventilation (MEFV), single exhaust fan and outer windows closed ventilation (SEFV), and single exhaust fan and outer windows opened ventilation (SEFV-W). The impact of physical partitions on exposure risk is also discussed. The results show that MSFV performed best in reducing exposure risk. No significant difference was found between MEFV and SEFV. SEFV-W performed better than SEFV with a ventilation rate of 10–50 L/(s∙Person), while it performed worse with a ventilation rate of 50–90 L/(s∙Person). The exposure risk to medical staff did not decrease linearly with the increase in the ventilation flow rate under the four ventilation strategies. For MSFV, the installation of partitions is conducive to the reduction in the exposure risk. This study is expected to provide some guidance for ventilation designs in sampling cabins.
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15
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Armand P, Tâche J. 3D modelling and simulation of the dispersion of droplets and drops carrying the SARS-CoV-2 virus in a railway transport coach. Sci Rep 2022; 12:4025. [PMID: 35256741 DOI: 10.1038/s41598-022-08067-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 02/23/2022] [Indexed: 01/04/2023] Open
Abstract
Computational fluid dynamics (CFD) modelling and 3D simulations of the air flow and dispersion of droplets or drops in semi-confined ventilated spaces have found topical applications with the unfortunate development of the Covid-19 pandemic. As an illustration of this scenario, we have considered the specific situation of a railroad coach containing a seated passenger infected with the SARS-CoV-2 virus (and not wearing a face mask) who, by breathing and coughing, releases droplets and drops that contain the virus and that present aerodynamic diameters between 1 and 1000 µm. The air flow is generated by the ventilation in the rail coach. While essentially 3D, the flow is directed from the bottom to the top of the carriage and comprises large to small eddies visualised by means of streamlines. The space and time distribution of the droplets and drops is computed using both an Eulerian model and a Lagrangian model. The results of the two modelling approaches are fully consistent and clearly illustrate the different behaviours of the drops, which fall down close to the infected passenger, and the droplets, which are carried along with the air flow and invade a large portion of the rail coach. This outcome is physically sound and demonstrates the relevance of CFD for simulating the transport and dispersion of droplets and drops with any diameter in enclosed ventilated spaces. As coughing produces drops and breathing produces droplets, both modes of transmission of the SARS-CoV-2 virus in human secretions have been accounted for in our 3D numerical study. Beyond the specific, practical application of the rail coach, this study offers a much broader scope by demonstrating the feasibility and usefulness of 3D numerical simulations based on CFD. As a matter of fact, the same computational approach that has been implemented in our study can be applied to a huge variety of ventilated indoor environments such as restaurants, performance halls, classrooms and open-plan offices in order to evaluate if their occupation could be critical with respect to the transmission of the SARS-CoV-2 virus or to other airborne respiratory infectious agents, thereby enabling relevant recommendations to be made.
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16
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Robinson CA, Hsieh HY, Hsu SY, Wang Y, Salcedo BT, Belenchia A, Klutts J, Zemmer S, Reynolds M, Semkiw E, Foley T, Wan X, Wieberg CG, Wenzel J, Lin CH, Johnson MC. Defining biological and biophysical properties of SARS-CoV-2 genetic material in wastewater. Sci Total Environ 2022; 807:150786. [PMID: 34619200 PMCID: PMC8490134 DOI: 10.1016/j.scitotenv.2021.150786] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/01/2021] [Accepted: 09/13/2021] [Indexed: 05/06/2023]
Abstract
SARS-CoV-2 genetic material has been detected in raw wastewater around the world throughout the COVID-19 pandemic and has served as a useful tool for monitoring community levels of SARS-CoV-2 infections. SARS-CoV-2 genetic material is highly detectable in a patient's feces and the household wastewater for several days before and after a positive COVID-19 qPCR test from throat or sputum samples. Here, we characterize genetic material collected from raw wastewater samples and determine recovery efficiency during a concentration process. We find that pasteurization of raw wastewater samples did not reduce SARS-CoV-2 signal if RNA is extracted immediately after pasteurization. On the contrary, we find that signal decreased by approximately half when RNA was extracted 24-36 h post-pasteurization and ~90% when freeze-thawed prior to concentration. As a matrix control, we use an engineered enveloped RNA virus. Surprisingly, after concentration, the recovery of SARS-CoV-2 signal is consistently higher than the recovery of the control virus leading us to question the nature of the SARS-CoV-2 genetic material detected in wastewater. We see no significant difference in signal after different 24-hour temperature changes; however, treatment with detergent decreases signal ~100-fold. Furthermore, the density of the samples is comparable to enveloped retrovirus particles, yet, interestingly, when raw wastewater samples were used to inoculate cells, no cytopathic effects were seen indicating that wastewater samples do not contain infectious SARS-CoV-2. Together, this suggests that wastewater contains fully intact enveloped particles.
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Affiliation(s)
- Carolyn A Robinson
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Hsin-Yeh Hsieh
- School of Natural Resources, University of Missouri, Columbia, MO, USA
| | - Shu-Yu Hsu
- School of Natural Resources, University of Missouri, Columbia, MO, USA; Center of Agroforestry, University of Missouri, Columbia, MO, USA
| | - Yang Wang
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Braxton T Salcedo
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Anthony Belenchia
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Jessica Klutts
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Sally Zemmer
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Melissa Reynolds
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Elizabeth Semkiw
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Trevor Foley
- Missouri Department of Corrections, Jefferson City, MO, USA
| | - XiuFeng Wan
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Department of Electrical Engineering & Computer Science, College of Engineering, University of Missouri, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Chris G Wieberg
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Jeff Wenzel
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Chung-Ho Lin
- School of Natural Resources, University of Missouri, Columbia, MO, USA; Center of Agroforestry, University of Missouri, Columbia, MO, USA
| | - Marc C Johnson
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA.
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17
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Si Ali A, Smati-lafarge M, Schortgen F, Vanoli E, Boudjemaa A, Varon E, Maitre B. Rôle de la transmission air lors d’un Cluster de cas Covid-19 en Pneumologie : investigation épidémiologique, analyse génomique et modélisation d’aérosols. Revue des Maladies Respiratoires Actualités 2022; 14:6. [DOI: 10.1016/j.rmra.2021.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Introduction La pandémie COVID-19 a suscité de nombreuses inquiétudes quant aux risques de contamination croisée en milieu hospitalier. Les aérosols chargés de virus produits par les patients infectés peuvent se propager dans les pièces mal ventilées et mettre en danger les soignants et les patients non infectés [1]. Objectif Caractérisation du mode de transmission air de SARS Cov-2, lors de deux clusters Covid-19 en janvier et avril 2021 dans un service de Pneumologie. Méthodes Quatre étapes d’investigations: (1) Enquête épidémiologique avec chronogramme du cluster; (2) Enquête environnementale: prélèvements d’air à la recherche de SARS Cov-2 et mesure de teneur en CO2; (3) Comparaison génotypique des souches de SARS Cov-2 des patients et des soignants; (4) Modélisation d’aérosols en 3 dimensions dans les chambres et couloirs du service. Différents scénarios à l’aide de cinq “patients” virtuels infectés par des particules de 3 microns, répartis dans le service. Le lâcher d’aérosols permet de voir où celle-ci se déplacent, en fonction d’ouverture ou de fermeture des portes et/ou fenêtres et de l’arrêt ou non de l’extraction d’air. Résultats Au total, 31 cas nosocomiaux chez 14 soignants (23%) et 17 patients (39%). Un même profil génomique entre les souches patients. 9 parmi 35 contrôles d’air sont RT-PCR positifs (26%). Les cultures virales sont négatives. L’extraction d’air dans les chambres est très faible (6% en 70 secondes), vu le faible taux de renouvellement d’air = 2,8 volumes/heure. La modélisation montre une ascension verticale d’aérosols vers le plafond suivi d’une dispersion le long des poutres froides des chambres puis stagnation du côté opposé au patient. Les aérosols diffusent dans les couloirs si les portes sont ouvertes. L’ouverture d’une fenêtre crée un appel d’air des autres chambres en moins de 76 secondes. Conclusion Un taux de renouvellement d’air insuffisant avec un déficit d’extraction semble avoir contribué à la transmission air d’aérosols infectés aux soignants. L’absence de port de lunettes par les soignants et le non port de masque par les patients, ont eu un rôle d’accélérateur de la diffusion de la souche épidémique.
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18
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Hairch Y, Mghaiouini R, Mortadi A, Saifaoui D, Salah M, Graich A, Chahid EG, Elmlouky A, Monkade M, Bouari AE. Modeling and Simulations of Moving Droplets in Relation to SARS-CoV-19 Generated by Respiratory System. Aerosol Sci Eng 2022; 6:370-380. [PMCID: PMC9358377 DOI: 10.1007/s41810-022-00150-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/16/2022] [Accepted: 07/18/2022] [Indexed: 06/17/2023]
Abstract
Contemporary issues such as epidemics and the prevalence of infectious indicate that there is a pressing need to better understand the dynamics of transmission in air and facemasks. Consistent with previous literature, coronavirus disease (COVID-2019) is caused by the novel virus SARS-CoV-2. Coronavirus adds a new element to fluid fragmentation leading to respiratory droplets and which are transmitted via air during coughing, sneezing and talking. The behavior of virus-laden droplets of saliva particles arising from a human cough is described by Navier–Stokes equation for turbulent flow. The predicted velocity and pressure for droplets flow with time are presented. Hence, wall-normal profiles of velocity, pressure and concentration are obtained from boundary-layer approximations and the Navier–Stokes equations are solved on a two-dimensional shell mesh. The purpose of this study is to provide a perspective on the role of masks in the COVID-19 pandemic with an emphasis on the mechanism of droplet leakage and the droplet dispersion in this masks medical non-pharmaceutical intervention.
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Affiliation(s)
- Youssef Hairch
- Department of Physics, Faculty of Sciences, Laboratory of Innovation in Science, Technologies and Modeling, Chouaib Doukkali University, El Jadida, Morocco
| | - Redouane Mghaiouini
- Department of Chemistry, Physical Chemistry Laboratory Applied Materials, Faculty of Sciences-Ben M’sik, Hassan II University, Casablanca, Morocco
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - Abdelhadi Mortadi
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - Dennoun Saifaoui
- FSAC-UH2C, Laboratory for Renewable Energy and Dynamic Systems, Casablanca, Morocco
| | - Mohammed Salah
- Department of Chemistry, Molecular Modeling and Spectroscopy Research Team, Faculty of Sciences, Chouaïb Doukkali University, El Jadida, Morocco
| | - Abderrazzak Graich
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - El Ghaouti Chahid
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - Abderrahmane Elmlouky
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - Mohamed Monkade
- Department of Physics, Condensed Matter Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
| | - Abdeslam El Bouari
- Department of Chemistry, Physical Chemistry Laboratory Applied Materials, Faculty of Sciences-Ben M’sik, Hassan II University, Casablanca, Morocco
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19
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Lebreil AL, Greux V, Glenet M, Huguenin A, N'Guyen Y, Berri F, Bajolet O, Mourvillier B, Andreoletti L. Surfaces and Air contamination by SARS-CoV-2 using High-flow Nasal Oxygenation or Assisted Mechanical Ventilation System in ICU rooms of COVID-19 Patients. J Infect Dis 2021; 225:385-391. [PMID: 34788831 DOI: 10.1093/infdis/jiab564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/08/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Understanding patterns of environmental contamination by SARS-CoV-2 is essential for infection prevention policies. METHODS We screened surfaces and air samples from single bed ICU rooms of COVID-19 adult patients for SARS-CoV-2 RNA and viable viruses. RESULTS AND DISCUSSION We evidenced viral RNA environmental contamination in 76% of 100 surfaces samples and in 30% of 40 air samples without any viable virus detection by cell culture assays. No significant differences of viral RNA levels on surfaces and in ambient air were observed between rooms of patients with assisted mechanical ventilation and those of patients with high-flow nasal cannula system. Using an original experimental SARS-CoV-2 infection model of surfaces, we assessed that infectious viruses might have been present on benches within 15 hours before the time of sampling in patient rooms. CONCLUSIONS We observed that SARS-CoV-2 environmental contamination around COVID-19 patients hospitalized in single ICU rooms was extensive and that a high-flow nasal cannula system did not generate more viral aerosolization than a mechanical ventilation system in COVID-19 patients. Despite an absence of SARS-CoV-2 viable particles in study samples, our experimental model confirmed the need to apply strict environmental disinfection procedures and classical standard and droplet precautions in ICU wards.
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Affiliation(s)
| | - Vincent Greux
- CHU Reims, Hôpital Robert Debré, Intensive Care Unit (UMIRP), Reims, France
| | - Marie Glenet
- Université de Reims Champagne Ardenne, Cardiovir EA-4684, Reims, France
| | - Antoine Huguenin
- CHU Reims, Hôpital Robert Debré, Parasitology Department, Reims, France.,Université de Reims Champagne Ardenne, ESCAPE EA7510, 51097 Reims, France
| | - Yohan N'Guyen
- Université de Reims Champagne Ardenne, Cardiovir EA-4684, Reims, France.,CHU Reims, Hôpital Robert Debré, Infectious diseases and internal medicine Department, Reims, France
| | - Fatma Berri
- Université de Reims Champagne Ardenne, Cardiovir EA-4684, Reims, France
| | - Odile Bajolet
- CHU Reims, Hôpital Robert Debré, Hygiene Department, Reims, France
| | - Bruno Mourvillier
- Université de Reims Champagne Ardenne, Cardiovir EA-4684, Reims, France.,CHU Reims, Hôpital Robert Debré, Intensive Care Unit (UMIRP), Reims, France
| | - Laurent Andreoletti
- Université de Reims Champagne Ardenne, Cardiovir EA-4684, Reims, France.,CHU Reims, Hôpital Robert Debré, Virology Department, Reims, France
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20
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Abstract
Covid-19 has become one of the most severe diseases causing acute respiratory problems and has killed millions of people worldwide. It was declared as the ongoing pandemic by the World Health Organization. It is an infectious virus which can be transmitted by sneezing, coughing and exhalation of air by any infected person. There are certain places having high chances of becoming contaminated like hospital rooms. In this context, we studied the transmission of Covid-19 particles in an ICU room. We have considered the combined effect of both of air-conditioning (AC) and ceiling fan in the room. The infected person can transmit the disease when under influence of fan and AC. The work highlights the flow of aerosol particles considering the combined effect as well as the individual effects of fan and AC. The results also emphasized that the aerosol particle flow have a promising application in sanitizing the room.
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Affiliation(s)
- Shivam Prajapati
- Department of Mechanical Engineering, National Institute of Technology, Agartala, TR, 799046, India
| | - Nishi Mehta
- Mechanical Engineering Department, Sardar Vallabhbhai National Institute of Technology, Surat, GJ, 395007, India
| | - Aviral Chharia
- Mechanical Engineering Department, Thapar Institute of Engineering and Technology, Patiala, PB, 147004, India.,Computer Science and Engineering Department, Thapar Institute of Engineering and Technology, Patiala, PB, 147004, India
| | - Yogesh Upadhyay
- Department of Mechanical Engineering, Zakir Husain College of Engineering & Technology, AMU, India
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21
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Dheda K, Charalambous S, Karat AS, von Delft A, Lalloo UG, van Zyl Smit R, Perumal R, Allwood BW, Esmail A, Wong ML, Duse AG, Richards G, Feldman C, Mer M, Nyamande K, Lalla U, Koegelenberg CFN, Venter F, Dawood H, Adams S, Ntusi NAB, van der Westhuizen HM, Moosa MYS, Martinson NA, Moultrie H, Nel J, Hausler H, Preiser W, Lasersohn L, Zar HJ, Churchyard GJ. A position statement and practical guide to the use of particulate filtering facepiece respirators (N95, FFP2, or equivalent) for South African health workers exposed to respiratory pathogens including Mycobacterium tuberculosis and SARS-CoV-2. Afr J Thorac Crit Care Med 2021; 27:10.7196/AJTCCM.2021.v27i4.173. [PMID: 34734176 PMCID: PMC8545268 DOI: 10.7196/ajtccm.2021.v27i4.173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 12/21/2022] Open
Abstract
SUMMARY Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is transmitted mainly by aerosol in particles <10 µm that can remain suspended for hours before being inhaled. Because particulate filtering facepiece respirators ('respirators'; e.g. N95 masks) are more effective than surgical masks against bio-aerosols, many international organisations now recommend that health workers (HWs) wear a respirator when caring for individuals who may have COVID-19. In South Africa (SA), however, surgical masks are still recommended for the routine care of individuals with possible or confirmed COVID-19, with respirators reserved for so-called aerosol-generating procedures. In contrast, SA guidelines do recommend respirators for routine care of individuals with possible or confirmed tuberculosis (TB), which is also transmitted via aerosol. In health facilities in SA, distinguishing between TB and COVID-19 is challenging without examination and investigation, both of which may expose HWs to potentially infectious individuals. Symptom-based triage has limited utility in defining risk. Indeed, significant proportions of individuals with COVID-19 and/or pulmonary TB may not have symptoms and/or test negative. The prevalence of undiagnosed respiratory disease is therefore likely significant in many general clinical areas (e.g. waiting areas). Moreover, a proportion of HWs are HIV-positive and are at increased risk of severe COVID-19 and death. RECOMMENDATIONS Sustained improvements in infection prevention and control (IPC) require reorganisation of systems to prioritise HW and patient safety. While this will take time, it is unacceptable to leave HWs exposed until such changes are made. We propose that the SA health system adopts a target of 'zero harm', aiming to eliminate transmission of respiratory pathogens to all individuals in every healthcare setting. Accordingly, we recommend: the use of respirators by all staff (clinical and non-clinical) during activities that involve contact or sharing air in indoor spaces with individuals who: (i) have not yet been clinically evaluated; or (ii) are thought or known to have TB and/or COVID-19 or other potentially harmful respiratory infections;the use of respirators that meet national and international manufacturing standards;evaluation of all respirators, at the least, by qualitative fit testing; andthe use of respirators as part of a 'package of care' in line with international IPC recommendations. We recognise that this will be challenging, not least due to global and national shortages of personal protective equipment (PPE). SA national policy around respiratory protective equipment enables a robust framework for manufacture and quality control and has been supported by local manufacturers and the Department of Trade, Industry and Competition. Respirator manufacturers should explore adaptations to improve comfort and reduce barriers to communication. Structural changes are needed urgently to improve the safety of health facilities: persistent advocacy and research around potential systems change remain essential.
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Affiliation(s)
- K Dheda
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for
the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
- Faculty of Infectious and Tropical Diseases, Department of Immunology and Infection, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - S Charalambous
- The Aurum Institute, Johannesburg, South Africa
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - A S Karat
- TB Centre, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - A von Delft
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
- TB Proof, South Africa
| | - U G Lalloo
- Gateway Private Hospital Medical Centre, Umhlanga Ridge, South Africa
- Durban International Clinical Research Site, Durban, South Africa
| | - R van Zyl Smit
- Division of Pulmonology and Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - R Perumal
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for
the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - B W Allwood
- Division of Pulmonology, Department of Medicine, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
| | - A Esmail
- Clinical Trials Unit, University of Cape Town Lung Institute, South Africa
| | - M L Wong
- Division of Pulmonology, Department of Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - A G Duse
- Clinical Microbiology & Infectious Diseases, School of Pathology of the NHLS & University of the Witwatersrand, Johannesburg, South Africa
| | - G Richards
- Department of Critical Care, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - C Feldman
- Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - M Mer
- Department of Medicine, Divisions of Pulmonology and Critical Care, Charlotte Maxeke Johannesburg Academic Hospital and Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - K Nyamande
- Department of Pulmonology, Nelson R Mandela School of Medicine, College of Health Sciences, University of KwaZulu Natal, Durban, South Africa
| | - U Lalla
- Division of Pulmonology, Department of Medicine, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
| | - C F N Koegelenberg
- Division of Pulmonology, Department of Medicine, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
| | - F Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - H Dawood
- Greys Hospital, Pietermaritzburg, South Africa
| | - S Adams
- Division of Occupational Medicine, School of Public Health and Family Medicine, University of Cape Town, South Africa
| | - N A B Ntusi
- Division of Cardiology, Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - H-M van der Westhuizen
- TB Proof, South Africa
- Nuffield Department of Primary Care Health Sciences, University of Oxford, United Kingdom
| | - M-Y S Moosa
- Department of Infectious Diseases, Division of Internal Medicine, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
- Southern African HIV Clinicians Society
| | - N A Martinson
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
- Johns Hopkins University Center for TB Research, Baltimore, MD, USA
| | - H Moultrie
- National Institute for Communicable Diseases, Division of the National Health Laboratory Service, Johannesburg, South Africa
- Clinical Microbiology & Infectious Diseases, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - J Nel
- Division of Infectious Diseases, Department of Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - H Hausler
- TB HIV Care, Cape Town, South Africa
| | - W Preiser
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University and National Health Laboratory Service Tygerberg, Cape Town,
South Africa
| | - L Lasersohn
- South African Society of Anaesthesiologists
- Department of Anaesthesia, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Division of Critical Care, Chris Hani Baragwanath Hospital and University of the Witwatersrand, Johannesburg, South Africa
| | - H J Zar
- Department of Paediatrics & Child Health, Red Cross Children’s Hospital and SAMRC Unit on Child and Adolescent Health, University of Cape Town, South Africa
| | - G J Churchyard
- The Aurum Institute, Johannesburg, South Africa
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
- Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
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