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Haowei Y, Mahyuddin N, Bin Nik Ghazali NN, Wang Z, Liu Y, Pan S, Badruddin IA. A critical review of research methodologies for COVID-19 transmission in indoor built environment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024; 34:3413-3477. [PMID: 38385569 DOI: 10.1080/09603123.2024.2308731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 01/17/2024] [Indexed: 02/23/2024]
Abstract
The Coronavirus Disease 2019 (COVID-19) has caused massive losses for the global economy. Scholars have used different methods to study the transmission mode and influencing factors of the virus to find effective methods to provide people with a healthy built environment. However, these studies arrived at different or even contradictory conclusions. This review presents the main research methodologies utilized in this field, summarizes the main investigation methods, and critically discusses their related conclusions. Data statistical analysis, sample collection, simulation models, and replication transmission scenarios are the main research methods. The summarized conclusion for prevention from all reviewed papers are: adequate ventilation and proper location of return air vents, proper use of personal protective equipment, as well as the reasonable and strict enforcement of policies are the main methods for reducing the transmission. Recommendations including standardized databases, causation clarification, rigorous experiment design, improved simulation accuracy and verification are provided.
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Affiliation(s)
- Yu Haowei
- Centre for Building, Construction & Tropical Architecture (BuCTA), Faculty of Built Environment, University of Malaya, Kuala Lumpur, Malaysia
| | - Norhayati Mahyuddin
- Centre for Building, Construction & Tropical Architecture (BuCTA), Faculty of Built Environment, University of Malaya, Kuala Lumpur, Malaysia
| | - Nik Nazri Bin Nik Ghazali
- Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
| | - Zeyu Wang
- China Nuclear Power Engineering Co. Ltd, Beijing Institute of Nuclear Engineering, Beijing, China
| | - Yiqiao Liu
- Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
| | - Song Pan
- Beijing Key Laboratory of Green Built Environment and Energy Efficient Technology, Beijing University of Technology, Beijing, China
- Key Laboratory for Comprehensive Energy Saving of Cold Regions Architecture of Ministry of Education, Jilin Jianzhu University, Changchun, PR China
| | - Irfan Anjum Badruddin
- Mechanical Engineering Department, College of Engineering, King Khalid University, Abha, Saudi Arabia
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Tandjaoui-Lambiotte Y, Elabbadi A, Marouane B, Besset S, Roux D, Ebstein N, Pineau P, Marchio A, Bloch-Queyrat C, Lomont A, Alloui CA, Gerber A, Delagrèverie H, Cohen Y, Zahar JR, Voiriot G. Routes of SARS-Cov2 transmission in the intensive care unit: A multicentric prospective study. J Infect Public Health 2024; 17:102454. [PMID: 38936235 DOI: 10.1016/j.jiph.2024.05.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 05/04/2024] [Accepted: 05/15/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND The risk of SARS-CoV-2 transmission to health care workers in intensive care units (ICU) and the contribution of airborne and fomites to SARS-CoV-2 transmission remain unclear. To assess the rate of air and surface contamination and identify risk factors associated with this contamination in patients admitted to the ICU for acute respiratory failure due to SARS-CoV-2 pneumonia. METHODS Prospective multicentric non-interventional study conducted from June 2020 to November 2020 in 3 French ICUs. For each enrolled patient, 3 predefined surfaces were swabbed, 2 air samples at 1 m and 3 m from the patient's mouth and face masks of 3 health care workers (HCW) were collected within the first 48 h of SARS-CoV-2 positive PCR in a respiratory sample. Droplet digital PCR and quantitative PCR were performed on different samples, respectively. RESULTS Among 150 included patients, 5 (3.6%, 95%CI: 1.2% to 8.2%) had positive ddPCR on air samples at 1 m or 3 m. Seventy-one patients (53.3%, CI95%: 44.5% to 62.0%) had at least one surface positive. Face masks worn by HCW were positive in 6 patients (4.4%, CI: 1.6% to 9.4%). The threshold of RT-qPCR of the respiratory sample performed at inclusion (odds ratio, OR= 0.88, 95%CI: 0.83 to 0.93, p < 0.0001) and the presence of diarrhea (OR= 3.28, 95%CI: 1.09 to 9.88, p = 0.037) were significantly associated with the number of contaminated surfaces. CONCLUSION In this study, including patients admitted to the ICU for acute respiratory failure " contact route " of transmission, i.e. through fomites, seems dominant. While presence of SARS-CoV-2 in the air is rare in this specific population, the presence of diarrhea is associated to surface contamination around Covid patients.
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Affiliation(s)
- Yacine Tandjaoui-Lambiotte
- Delafontaine Hospital, Department of Pulmonology and Infectious Diseases, Saint Denis, France; INSERM UMR 1272 Hypoxia & Lung, Bobigny, France; INSERM UMR 1137 IAME, Paris, France.
| | - Alexandre Elabbadi
- Sorbonne Université, Centre de Recherche Saint-Antoine UMRS_938 INSERM, Assistance Publique - Hôpitaux de Paris, Service de Médecine Intensive Réanimation, Hôpital Tenon, Paris, France
| | - Boubaya Marouane
- University Sorbonne Paris Nord, APHP, Avicenne hospital, Clinical Research Unit, Bobigny, France
| | - Sebastien Besset
- University Paris Cité, APHP, Louis Mourier Hospital, DMU ESPRIT, Intensive Care Unit, Colombes, France
| | - Damien Roux
- University Paris Cité, APHP, Louis Mourier Hospital, DMU ESPRIT, Intensive Care Unit, Colombes, France
| | - Nathan Ebstein
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Intensive Care Unit, Bobigny, France
| | - Pascal Pineau
- Pasteur Institute, Nuclear organization and oncogenesis, INSERM U993, France
| | - Agnes Marchio
- Pasteur Institute, Nuclear organization and oncogenesis, INSERM U993, France
| | - Coralie Bloch-Queyrat
- University Sorbonne Paris Nord, APHP, Avicenne hospital, Clinical Research Unit, Bobigny, France
| | - Alexandra Lomont
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Microbiology Department, Infection Control Unit, Bobigny, France Sorbonne Paris Nord University, Bobigny, France
| | - Chakib-Ahmed Alloui
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Microbiology Department Virology Unit, Bobigny, France, Sorbonne Paris Nord University, Bobigny, France
| | - Athenaïs Gerber
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Microbiology Department Virology Unit, Bobigny, France, Sorbonne Paris Nord University, Bobigny, France
| | - Heloise Delagrèverie
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Microbiology Department Virology Unit, Bobigny, France, Sorbonne Paris Nord University, Bobigny, France
| | - Yves Cohen
- University Sorbonne Paris Nord, APHP, Avicenne Hospital, Intensive Care Unit, Bobigny, France
| | - Jean Ralph Zahar
- University Paris Cité, APHP, Louis Mourier Hospital, DMU ESPRIT, Intensive Care Unit, Colombes, France
| | - Guillaume Voiriot
- Sorbonne Université, Centre de Recherche Saint-Antoine UMRS_938 INSERM, Assistance Publique - Hôpitaux de Paris, Service de Médecine Intensive Réanimation, Hôpital Tenon, Paris, France
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Zhang Y, Shankar SN, Vass WB, Lednicky JA, Fan ZH, Agdas D, Makuch R, Wu CY. Air Change Rate and SARS-CoV-2 Exposure in Hospitals and Residences: A Meta-Analysis. AEROSOL SCIENCE AND TECHNOLOGY : THE JOURNAL OF THE AMERICAN ASSOCIATION FOR AEROSOL RESEARCH 2024; 58:217-243. [PMID: 38764553 PMCID: PMC11101186 DOI: 10.1080/02786826.2024.2312178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 01/16/2024] [Indexed: 05/21/2024]
Abstract
As SARS-CoV-2 swept across the globe, increased ventilation and implementation of air cleaning were emphasized by the US CDC and WHO as important strategies to reduce the risk of inhalation exposure to the virus. To assess whether higher ventilation and air cleaning rates lead to lower exposure risk to SARS-CoV-2, 1274 manuscripts published between April 2020 and September 2022 were screened using key words "airborne SARS-CoV-2 or "SARS-CoV-2 aerosol". Ninety-three studies involved air sampling at locations with known sources (hospitals and residences) were selected and associated data were compiled. Two metrics were used to assess exposure risk: SARS-CoV-2 concentration and SARS-CoV-2 detection rate in air samples. Locations were categorized by type (hospital or residence) and proximity to the sampling location housing the isolated/quarantined patient (primary or secondary). The results showed that hospital wards had lower airborne virus concentrations than residential isolation rooms. A negative correlation was found between airborne virus concentrations in primary-occupancy areas and air changes per hour (ACH). In hospital settings, sample positivity rates were significantly reduced in secondary-occupancy areas compared to primary-occupancy areas, but they were similar across sampling locations in residential settings. ACH and sample positivity rates were negatively correlated, though the effect was diminished when ACH values exceeded 8. While limitations associated with diverse sampling protocols exist, data considered by this meta-analysis support the notion that higher ACH may reduce exposure risks to the virus in ambient air.
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Affiliation(s)
- Yuetong Zhang
- Department of Environmental Engineering Sciences, University of Florida, Gainesville, Florida, USA
- Department of Mechanical Engineering, University of British Columbia, Vancouver, British Columnia, Canada
| | - Sripriya Nannu Shankar
- Department of Environmental Engineering Sciences, University of Florida, Gainesville, Florida, USA
- Department of Environmental & Public Health Sciences, University of Cincinnati, Cincinnati, Ohio, USA
| | - William B. Vass
- Department of Environmental Engineering Sciences, University of Florida, Gainesville, Florida, USA
| | - John A. Lednicky
- Department of Environmental and Global Health, University of Florida, Gainesville, Florida, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, USA
| | - Z. Hugh Fan
- Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, Florida, USA
| | - Duzgun Agdas
- Engineering School of Sustainable Infrastructure & Environment, University of Florida, Gainesville, Florida, USA
| | - Robert Makuch
- Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA
| | - Chang-Yu Wu
- Department of Environmental Engineering Sciences, University of Florida, Gainesville, Florida, USA
- Department of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, Florida, USA
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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] [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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Barberá-Riera M, Barneo-Muñoz M, Gascó-Laborda JC, Bellido Blasco J, Porru S, Alfaro C, Esteve Cano V, Carrasco P, Rebagliato M, de Llanos R, Delgado-Saborit JM. Detection of SARS-CoV-2 in aerosols in long term care facilities and other indoor spaces with known COVID-19 outbreaks. ENVIRONMENTAL RESEARCH 2024; 242:117730. [PMID: 38000631 DOI: 10.1016/j.envres.2023.117730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 11/14/2023] [Accepted: 11/16/2023] [Indexed: 11/26/2023]
Abstract
Coronavirus outbreaks are likely to occur in crowded and congregate indoor spaces, and their effects are most severe in vulnerable long term care facilities (LTCFs) residents. Public health officers benefit from tools that allow them to control COVID-19 outbreaks in vulnerable settings such as LTCFs, but which could be translated in the future to control other known and future virus outbreaks. This study aims to develop and test a methodology based on detection of SARS-CoV-2 in aerosol samples collected with personal pumps that could be easily implemented by public health officers. The proposed methodology was used to investigate the levels of SARS-CoV-2 in aerosol in indoor settings, mainly focusing on LTCFs, suffering COVID-19 outbreaks, or in the presence of known COVID-19 cases, and targeting the initial days after diagnosis. Aerosol samples (N = 18) were collected between November 2020 and March 2022 in Castelló (Spain) from LTCFs, merchant ships and a private home with recently infected COVID-19 cases. Sampling was performed for 24-h, onto 47 mm polytetrafluoroethylene (PTFE) and quartz filters, connected to personal pumps at 2 and 4 L/min respectively. RNA from filters was extracted and SARS-CoV-2 was determined by detection of regions N1 and N2 of the nucleocapsid gene alongside the E gene using RT-PCR technique. SARS-CoV-2 genetic material was detected in 87.5% samples. Concentrations ranged ND-19,525 gc/m3 (gene E). No genetic traces were detected in rooms from contacts that were isolated as a preventative measure. Very high levels were also measured at locations with poor ventilation. Aerosol measurement conducted with the proposed methodology provided useful information to public health officers and contributed to manage and control 12 different COVID-19 outbreaks. SARS-CoV-2 was detected in aerosol samples collected during outbreaks in congregate spaces. Indoor aerosol sampling is a useful tool in the early detection and management of COVID-19 outbreaks and supports epidemiological investigations.
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Affiliation(s)
- M Barberá-Riera
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain
| | - M Barneo-Muñoz
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain
| | - J C Gascó-Laborda
- Epidemiology Division, Public Health Center, Castelló de la Plana, Spain
| | - J Bellido Blasco
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain; Epidemiology Division, Public Health Center, Castelló de la Plana, Spain; Epidemiology and Environmental Health Joint Research Unit, Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Av. Catalunya 21, 46020, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Av. Monforte de Lemos, 3-5. Pabellón 11, 28029, Madrid, Spain
| | - S Porru
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain
| | - C Alfaro
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain
| | - V Esteve Cano
- Department of Inorganic and Organic Chemistry, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain
| | - P Carrasco
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain; Epidemiology and Environmental Health Joint Research Unit, Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Av. Catalunya 21, 46020, Valencia, Spain
| | - M Rebagliato
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain; Epidemiology and Environmental Health Joint Research Unit, Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Av. Catalunya 21, 46020, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Av. Monforte de Lemos, 3-5. Pabellón 11, 28029, Madrid, Spain
| | - R de Llanos
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain.
| | - J M Delgado-Saborit
- Department of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, 12071, Castellón de la Plana, Spain; Epidemiology and Environmental Health Joint Research Unit, Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Av. Catalunya 21, 46020, Valencia, Spain.
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Ijaz MK, Sattar SA, Nims RW, Boone SA, McKinney J, Gerba CP. Environmental dissemination of respiratory viruses: dynamic interdependencies of respiratory droplets, aerosols, aerial particulates, environmental surfaces, and contribution of viral re-aerosolization. PeerJ 2023; 11:e16420. [PMID: 38025703 PMCID: PMC10680453 DOI: 10.7717/peerj.16420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
During the recent pandemic of COVID-19 (SARS-CoV-2), influential public health agencies such as the World Health Organization (WHO) and the U.S. Centers for Disease Control and Prevention (CDC) have favored the view that SARS CoV-2 spreads predominantly via droplets. Many experts in aerobiology have openly opposed that stance, forcing a vigorous debate on the topic. In this review, we discuss the various proposed modes of viral transmission, stressing the interdependencies between droplet, aerosol, and fomite spread. Relative humidity and temperature prevailing determine the rates at which respiratory aerosols and droplets emitted from an expiratory event (sneezing, coughing, etc.) evaporate to form smaller droplets or aerosols, or experience hygroscopic growth. Gravitational settling of droplets may result in contamination of environmental surfaces (fomites). Depending upon human, animal and mechanical activities in the occupied space indoors, viruses deposited on environmental surfaces may be re-aerosolized (re-suspended) to contribute to aerosols, and can be conveyed on aerial particulate matter such as dust and allergens. The transmission of respiratory viruses may then best be viewed as resulting from dynamic virus spread from infected individuals to susceptible individuals by various physical states of active respiratory emissions, instead of the current paradigm that emphasizes separate dissemination by respiratory droplets, aerosols or by contaminated fomites. To achieve the optimum outcome in terms of risk mitigation and infection prevention and control (IPAC) during seasonal infection peaks, outbreaks, and pandemics, this holistic view emphasizes the importance of dealing with all interdependent transmission modalities, rather than focusing on one modality.
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Affiliation(s)
- M. Khalid Ijaz
- Global Research & Development for Lysol and Dettol, Reckitt Benckiser LLC, Montvale, NJ, United States of America
| | - Syed A. Sattar
- Department of Biochemistry, Microbiology & Immunology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Stephanie A. Boone
- Water & Energy Sustainable Technology Center, University of Arizona, Tucson, AZ, United States of America
| | - Julie McKinney
- Global Research & Development for Lysol and Dettol, Reckitt Benckiser LLC, Montvale, NJ, United States of America
| | - Charles P. Gerba
- Water & Energy Sustainable Technology Center, University of Arizona, Tucson, AZ, United States of America
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Yang J, Sun D, Xia T, Shi S, Suo J, Kuang H, Sun N, Hu H, Zheng Z, Zhou Y, Li X, Chen S, Huang H, Yan Z. Monitoring Prevalence and Persistence of Environmental Contamination by SARS-CoV-2 RNA in a Makeshift Hospital for Asymptomatic and Very Mild COVID-19 Patients. Int J Public Health 2023; 68:1605994. [PMID: 37767017 PMCID: PMC10520216 DOI: 10.3389/ijph.2023.1605994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 08/29/2023] [Indexed: 09/29/2023] Open
Abstract
Objective: To investigate the details of environmental contamination status by SARS-CoV-2 in a makeshift COVID-19 hospital. Methods: Environmental samples were collected from a makeshift hospital. The extent of contamination was assessed by quantitative reverse transcription polymerase chain reaction (RT-qPCR) for SARS-CoV-2 RNA from various samples. Results: There was a wide range of total collected samples contaminated with SARS-CoV-2 RNA, ranging from 8.47% to 100%. Results revealed that 70.00% of sewage from the bathroom and 48.19% of air samples were positive. The highest rate of contamination was found from the no-touch surfaces (73.07%) and the lowest from frequently touched surfaces (33.40%). The most contaminated objects were the top surfaces of patient cubic partitions (100%). The median Ct values among strongly positive samples were 33.38 (IQR, 31.69-35.07) and 33.24 (IQR, 31.33-34.34) for ORF1ab and N genes, respectively. SARS-CoV-2 relic RNA can be detected on indoor surfaces for up to 20 days. Conclusion: The findings show a higher prevalence and persistence in detecting the presence of SARS-CoV-2 in the makeshift COVID-19 hospital setting. The contamination mode of droplet deposition may be more common than contaminated touches.
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Affiliation(s)
- Jinyan Yang
- Department of Disease Prevention and Control, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Dan Sun
- Department of Disease Prevention and Control, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Tingting Xia
- Department of Disease Prevention and Control, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Shi Shi
- Department of Disease Prevention and Control, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Jijiang Suo
- Department of Disease Prevention and Control, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Huihui Kuang
- Department of Laboratory Medicine, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Nana Sun
- Department of Laboratory Medicine, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Hongyan Hu
- Department of Laboratory Medicine, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Zhecheng Zheng
- Department of Health Economics Management, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Yang Zhou
- Department of Health Economics Management, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Xiaocui Li
- Department of Cardiology, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Shaojuan Chen
- Department of Cardiology, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Haiqiang Huang
- Department of Radiotherapy, Hainan Hospital of People’s Liberation Army of China General Hospital, Sanya, China
| | - Zhongqiang Yan
- Department of Disease Prevention and Control, The Second Medical Center of People’s Liberation Army of China General Hospital, Beijing, China
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8
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Martínez-Espinosa E, Carvajal-Mariscal I. Virus-laden droplet nuclei in vortical structures associated with recirculation zones in indoor environments: A possible airborne transmission of SARS-CoV-2. ENVIRONMENTAL ADVANCES 2023; 12:100376. [PMID: 37193349 PMCID: PMC10163794 DOI: 10.1016/j.envadv.2023.100376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
Droplet nuclei dispersion patterns in indoor environments are reviewed from a physics view to explore the possibility of airborne transmission of SARS-CoV-2. This review analyzes works on particle dispersion patterns and their concentration in vortical structures in different indoor environments. Numerical simulations and experiments reveal the formation of the buildings' recirculation zones and vortex flow regions by flow separation, airflow interaction around objects, internal dispersion of airflow, or thermal plume. These vortical structures showed high particle concentration because particles are trapped for long periods. Then a hypothesis is proposed to explain why some medical studies detect the presence of SARS-CoV-2 and others do not detect the virus. The hypothesis proposes that airborne transmission is possible if virus-laden droplet nuclei are trapped in vortical structures associated with recirculation zones. This hypothesis is reinforced by a numerical study in a restaurant that presented possible evidence of airborne transmission by a large recirculating air zone. Furthermore, a medical study in a hospital is discussed from a physical view for identifying the formation of recirculation zones and their relation with positive tests for viruses. The observations show air sampling site located in this vortical structure is positive for the SARS-CoV-2 RNA. Therefore, the formation of vortical structures associated with recirculation zones should be avoided to minimize the possibility of airborne transmission. This work tries to understand the complex phenomenon of airborne transmission as a way in the prevention of transmission of infectious diseases.
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Affiliation(s)
- E Martínez-Espinosa
- Industrial and Environmental Processes Department, Instituto de Ingeniería, UNAM, Ciudad Universitaria, Mexico City 04510, México
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Kwiatkowska R, Yaxley N, Moore G, Bennett A, Donati M, Love N, Vivancos R, Hickman M, Ready DR. Environmental sampling for SARS-CoV-2 in long term care facilities: lessons from a pilot study. Wellcome Open Res 2023; 6:235. [PMID: 38406228 PMCID: PMC10891430 DOI: 10.12688/wellcomeopenres.17047.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/23/2023] [Indexed: 02/27/2024] Open
Abstract
Background: The SARS-CoV-2 pandemic has highlighted the risk of infection in long-term care facilities (LTCF) and the vulnerability of residents to severe outcomes. Environmental surveillance may help detect pathogens early and inform Infection Prevention and Control (IPC) measures in these settings. Methods: Upon notification of SARS-CoV-2 outbreaks, LTCF within a local authority in South West England were approached to take part in this pilot study. Investigators visited to swab common touch-points and elevated 'non-touch' surfaces (>1.5m above ground level) and samples were analysed for presence of SARS-CoV-2 genetic material (RNA). Data were collected regarding LTCF infrastructure, staff behaviours, clinical and epidemiological risk factors for infection (staff and residents), and IPC measures. Criteria for success were: recruitment of three LTCF; detection of SARS-COV-2 RNA; variation in proportion of SARS-CoV-2 positive surfaces by sampling zone; and collection of clinical and epidemiological data for context. Results: Three LTCFs were recruited, ranging in size and resident demographics. Outbreaks lasted 63, 50 and 30 days with resident attack rates of 53%, 40% and 8%, respectively. The proportion of sample sites on which SARS-CoV-2 was detected was highest in rooms occupied by infected residents and varied elsewhere in the LTCF, with low levels in a facility implementing enhanced IPC measures. The heterogeneity of settings and difficulty obtaining data made it unfeasible to assess association between environmental contamination and infection. A greater proportion of elevated surfaces tested positive for SARS-CoV-2 RNA than common touch-points. Conclusions: SARS-CoV-2 RNA can be detected in a variety of LTCF outbreak settings, both on common-touch items and in elevated sites out of reach. This suggests that further work is justified, to assess feasibility and utility of environmental sampling for infection surveillance in LTCF.
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Affiliation(s)
- Rachel Kwiatkowska
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- NIHR Health Protection Research Unit in Behavioural Science and Evaluation, University of Bristol, Bristol, UK
- Field Service, Health Protection Operations, UKHSA, Bristol, UK
| | - Nicola Yaxley
- Biosafety, Air and Water Microbiology Group, UKHSA, Porton Down, Salisbury, UK
| | - Ginny Moore
- Biosafety, Air and Water Microbiology Group, UKHSA, Porton Down, Salisbury, UK
| | - Allan Bennett
- Biosafety, Air and Water Microbiology Group, UKHSA, Porton Down, Salisbury, UK
| | - Matthew Donati
- Severn Infection Sciences, North Bristol NHS Trust, Bristol, UK
- UKHSA Specialised Microbiology and Laboratories,, South West Regional Laboratory, Bristol, UK
| | - Nicola Love
- Field Service, Health Protection Operations, UKHSA, Newcastle, UK
| | - Roberto Vivancos
- NIHR Health Protection Research Unit in Gastrointestinal Infections, University of Liverpool, Liverpool, UK
- Field Service, Health Protection Operations, UKHSA, Liverpool, UK
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- NIHR Health Protection Research Unit in Behavioural Science and Evaluation, University of Bristol, Bristol, UK
| | - Derren R Ready
- NIHR Health Protection Research Unit in Behavioural Science and Evaluation, University of Bristol, Bristol, UK
- Field Service, Health Protection Operations, UKHSA, Bristol, UK
- Eastman Dental Institute, University College London, London, UK
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10
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Cox J, Christensen B, Burton N, Dunn KH, Finnegan M, Ruess A, Estill C. Transmission of SARS-CoV-2 in the workplace: Key findings from a rapid review of the literature. AEROSOL SCIENCE AND TECHNOLOGY : THE JOURNAL OF THE AMERICAN ASSOCIATION FOR AEROSOL RESEARCH 2023; 57:233-254. [PMID: 37213938 PMCID: PMC10193509 DOI: 10.1080/02786826.2023.2166394] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 12/27/2022] [Indexed: 05/23/2023]
Abstract
At the beginning of the COVID-19 pandemic, the primary route of transmission of the SARS-CoV-2 virus was not well understood. Research gathered from other respiratory infectious diseases, including other coronaviruses, was the basis for the initial perceptions for transmission of SARS-CoV-2. To better understand transmission of SARS-CoV-2, a rapid literature review was conducted from literature generated March 19, 2020, through September 23, 2021. 18,616 unique results were identified from literature databases and screened. Of these, 279 key articles were reviewed and abstracted covering critical topics such as environmental/workplace monitoring, sampling and analytical method evaluation, and the ability of the virus to remain intact and infectious during sampling. This paper describes the results of the rapid literature review, which evaluated pathways that contribute to transmission as well as the strengths and limitations of current sampling approaches. This review also evaluates how different factors, including environmental conditions and surface characteristics, could impact the transmission potential of SARS-CoV-2. A continual rapid review in the midst of a pandemic proved particularly useful for quickly understanding the transmission parameters of the virus and enabled us to comprehensively assess literature, respond to workplace questions, and evaluate our understanding as the science evolved. Air and surface sampling with the accompanying analytical methods were not generally effective in recovering SARS-CoV-2 viable virus or RNA in many likely contaminated environments. In light of these findings, the development of validated sampling and analysis methods is critical for determining worker exposure to SARS-CoV-2 and to assess the impact of mitigation efforts.
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Affiliation(s)
- Jennie Cox
- National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Brian Christensen
- National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Nancy Burton
- National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Kevin H. Dunn
- National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | | | - Ana Ruess
- Gryphon Scientific, Takoma Park, MD, USA
| | - Cherie Estill
- National Institute for Occupational Safety and Health, Cincinnati, OH, USA
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11
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Cimolai N. Disinfection and decontamination in the context of SARS-CoV-2-specific data. J Med Virol 2022; 94:4654-4668. [PMID: 35758523 PMCID: PMC9350315 DOI: 10.1002/jmv.27959] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 06/13/2022] [Accepted: 06/24/2022] [Indexed: 11/08/2022]
Abstract
Given the high transmissibility of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) as witnessed early in the coronavirus disease 2019 (COVID-19) pandemic, concerns arose with the existing methods for virus disinfection and decontamination. The need for SARS-CoV-2-specific data stimulated considerable research in this regard. Overall, SARS-CoV-2 is practically and equally susceptible to approaches for disinfection and decontamination that have been previously found for other human or animal coronaviruses. The latter have included techniques utilizing temperature modulation, pH extremes, irradiation, and chemical treatments. These physicochemical methods are a necessary adjunct to other prevention strategies, given the environmental and patient surface ubiquity of the virus. Classic studies of disinfection have also allowed for extrapolation to the eradication of the virus on human mucosal surfaces by some chemical means. Despite considerable laboratory study, practical field assessments are generally lacking and need to be encouraged to confirm the correlation of interventions with viral eradication and infection prevention. Transparency in the constitution and use of any method or chemical is also essential to furthering practical applications.
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Affiliation(s)
- Nevio Cimolai
- Department of Pathology and Laboratory Medicine, Faculty of MedicineThe University of British ColumbiaVancouverBritish ColumbiaCanada
- Department of Pathology and Laboratory MedicineChildren's and Women's Health Centre of British ColumbiaVancouverBritish ColumbiaCanada
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12
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Oksanen LAH, Virtanen J, Sanmark E, Rantanen N, Venkat V, Sofieva S, Aaltonen K, Kivistö I, Svirskaite J, Pérez AD, Kuula J, Levanov L, Hyvärinen A, Maunula L, Atanasova NS, Laitinen S, Anttila V, Lehtonen L, Lappalainen M, Geneid A, Sironen T. SARS-CoV-2 indoor environment contamination with epidemiological and experimental investigations. INDOOR AIR 2022; 32:e13118. [PMID: 36305066 PMCID: PMC9828560 DOI: 10.1111/ina.13118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 08/25/2022] [Accepted: 09/06/2022] [Indexed: 05/02/2023]
Abstract
SARS-CoV-2 has been detected both in air and on surfaces, but questions remain about the patient-specific and environmental factors affecting virus transmission. Additionally, more detailed information on viral sampling of the air is needed. This prospective cohort study (N = 56) presents results from 258 air and 252 surface samples from the surroundings of 23 hospitalized and eight home-treated COVID-19 index patients between July 2020 and March 2021 and compares the results between the measured environments and patient factors. Additionally, epidemiological and experimental investigations were performed. The proportions of qRT-PCR-positive air (10.7% hospital/17.6% homes) and surface samples (8.8%/12.9%) showed statistical similarity in hospital and homes. Significant SARS-CoV-2 air contamination was observed in a large (655.25 m3 ) mechanically ventilated (1.67 air changes per hour, 32.4-421 L/s/patient) patient hall even with only two patients present. All positive air samples were obtained in the absence of aerosol-generating procedures. In four cases, positive environmental samples were detected after the patients had developed a neutralizing IgG response. SARS-CoV-2 RNA was detected in the following particle sizes: 0.65-4.7 μm, 7.0-12.0 μm, >10 μm, and <100 μm. Appropriate infection control against airborne and surface transmission routes is needed in both environments, even after antibody production has begun.
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Affiliation(s)
- Lotta‐Maria A. H. Oksanen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Otorhinolaryngology and Phoniatrics – Head and Neck SurgeryHelsinki University HospitalHelsinkiFinland
| | - Jenni Virtanen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
| | - Enni Sanmark
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Otorhinolaryngology and Phoniatrics – Head and Neck SurgeryHelsinki University HospitalHelsinkiFinland
| | - Noora Rantanen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Otorhinolaryngology and Phoniatrics – Head and Neck SurgeryHelsinki University HospitalHelsinkiFinland
| | - Vinaya Venkat
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
| | - Svetlana Sofieva
- Faculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- Finnish Meteorological InstituteHelsinkiFinland
| | - Kirsi Aaltonen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
| | - Ilkka Kivistö
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
| | - Julija Svirskaite
- Faculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
| | | | - Joel Kuula
- Finnish Meteorological InstituteHelsinkiFinland
| | - Lev Levanov
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | | | - Leena Maunula
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
| | - Nina S. Atanasova
- Faculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- Finnish Meteorological InstituteHelsinkiFinland
| | | | - Veli‐Jukka Anttila
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- HUS Inflammation CenterHelsinki University HospitalHelsinkiFinland
| | - Lasse Lehtonen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- HUS Diagnostic Center, HUSLABHelsinki University HospitalHelsinkiFinland
| | - Maija Lappalainen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- HUS Diagnostic Center, HUSLABHelsinki University HospitalHelsinkiFinland
| | - Ahmed Geneid
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Otorhinolaryngology and Phoniatrics – Head and Neck SurgeryHelsinki University HospitalHelsinkiFinland
| | - Tarja Sironen
- Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Faculty of Veterinary MedicineUniversity of HelsinkiHelsinkiFinland
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13
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Viral Cultures for Assessing Fomite Transmission of SARS-CoV-2: a Systematic Review and Meta-Analysis. J Hosp Infect 2022; 130:63-94. [PMID: 36115620 PMCID: PMC9473144 DOI: 10.1016/j.jhin.2022.09.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 08/28/2022] [Accepted: 09/02/2022] [Indexed: 01/01/2023]
Abstract
Background The role of fomites in the transmission of SARS-CoV-2 is unclear. Aim To assess whether SARS-CoV-2 can be transmitted through fomites, using evidence from viral culture studies. Methods Searches were conducted in the World Health Organization COVID-19 Database, PubMed, LitCovid, medRxiv, and Google Scholar to December 31st, 2021. Studies that investigated fomite transmission and performed viral culture to assess the cytopathic effect (CPE) of positive fomite samples and confirmation of SARS-CoV-2 as the cause of the CPE were included. The risk of bias using a checklist modified from the modified Quality Assessment of Diagnostic Accuracy Studies – 2 (QUADAS-2) criteria was assessed. Findings Twenty-three studies were included. The overall risk of bias was moderate. Five studies demonstrated replication-competent virus from fomite cultures and three used genome sequencing to match fomite samples with human clinical specimens. The mean cycle threshold (CT) of samples with positive viral culture was significantly lower compared with cultured samples that returned negative results (standardized mean difference: –1.45; 95% confidence interval (CI): –2.00 to –0.90; I2 = 0%; P < 0.00001). The likelihood of isolating replication-competent virus was significantly greater when CT was <30 (relative risk: 3.10; 95% CI: 1.32 to 7.31; I2 = 71%; P = 0.01). Infectious specimens were mostly detected within seven days of symptom onset. One study showed possible transmission of SARS-CoV-2 from fomites to humans. Conclusion The evidence from published studies suggests that replication-competent SARS-CoV-2 is present on fomites. Replication-competent SARS-CoV-2 is significantly more likely when the PCR CT for clinical specimens and fomite samples is <30. Further studies should investigate the duration of infectiousness of SARS-CoV-2 and the frequency of transmission from fomites.
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14
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Linde KJ, Wouters IM, Kluytmans JAJW, Kluytmans-van den Bergh MFQ, Pas SD, GeurtsvanKessel CH, Koopmans MPG, Meier M, Meijer P, Raben CR, Spithoven J, Tersteeg-Zijderveld MHG, Heederik DJJ, Dohmen W. Detection of SARS-CoV-2 in Air and on Surfaces in Rooms of Infected Nursing Home Residents. Ann Work Expo Health 2022; 67:129-140. [PMID: 36068657 PMCID: PMC9834894 DOI: 10.1093/annweh/wxac056] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/12/2022] [Accepted: 07/29/2022] [Indexed: 01/14/2023] Open
Abstract
There is an ongoing debate on airborne transmission of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) as a risk factor for infection. In this study, the level of SARS-CoV-2 in air and on surfaces of SARS-CoV-2 infected nursing home residents was assessed to gain insight in potential transmission routes. During outbreaks, air samples were collected using three different active and one passive air sampling technique in rooms of infected patients. Oropharyngeal swabs (OPS) of the residents and dry surface swabs were collected. Additionally, longitudinal passive air samples were collected during a period of 4 months in common areas of the wards. Presence of SARS-CoV-2 RNA was determined using RT-qPCR, targeting the RdRp- and E-genes. OPS, samples of two active air samplers and surface swabs with Ct-value ≤35 were tested for the presence of infectious virus by cell culture. In total, 360 air and 319 surface samples from patient rooms and common areas were collected. In rooms of 10 residents with detected SARS-CoV-2 RNA in OPS, SARS-CoV-2 RNA was detected in 93 of 184 collected environmental samples (50.5%) (lowest Ct 29.5), substantially more than in the rooms of residents with negative OPS on the day of environmental sampling (n = 2) (3.6%). SARS-CoV-2 RNA was most frequently present in the larger particle size fractions [>4 μm 60% (6/10); 1-4 μm 50% (5/10); <1 μm 20% (2/10)] (Fischer exact test P = 0.076). The highest proportion of RNA-positive air samples on room level was found with a filtration-based sampler 80% (8/10) and the cyclone-based sampler 70% (7/10), and impingement-based sampler 50% (5/10). SARS-CoV-2 RNA was detected in 10 out of 12 (83%) passive air samples in patient rooms. Both high-touch and low-touch surfaces contained SARS-CoV-2 genome in rooms of residents with positive OPS [high 38% (21/55); low 50% (22/44)]. In one active air sample, infectious virus in vitro was detected. In conclusion, SARS-CoV-2 is frequently detected in air and on surfaces in the immediate surroundings of room-isolated COVID-19 patients, providing evidence of environmental contamination. The environmental contamination of SARS-CoV-2 and infectious aerosols confirm the potential for transmission via air up to several meters.
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Affiliation(s)
- Kimberly J Linde
- Author to whom correspondence should be addressed. Tel: +31302535358; e-mail:
| | - Inge M Wouters
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Jan A J W Kluytmans
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Marjolein F Q Kluytmans-van den Bergh
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands,Department of Infection Control, Amphia Hospital, Breda, The Netherlands
| | - Suzan D Pas
- Microvida Location Amphia/Bravis, Breda/Roosendaal, The Netherlands
| | | | | | | | - Patrick Meijer
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Ceder R Raben
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Jack Spithoven
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | | | - Dick J J Heederik
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Wietske Dohmen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
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15
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Ji S, Xiao S, Wang H, Lei H. Increasing contributions of airborne route in SARS-CoV-2 omicron variant transmission compared with the ancestral strain. BUILDING AND ENVIRONMENT 2022; 221:109328. [PMID: 35784591 PMCID: PMC9233747 DOI: 10.1016/j.buildenv.2022.109328] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/14/2022] [Accepted: 06/17/2022] [Indexed: 06/15/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron variant has become the dominant lineage worldwide. Experimental studies have shown that SARS-CoV-2 Omicron variant is more stable on various environmental surfaces than the ancestral strains of SARS-CoV-2. However, the influences on the role of the contact route in SARS-CoV-2 transmission are still unknown. In this study, we built a Markov chain model to simulate the transmission of the Omicron and ancestral strains of SARS-CoV-2 within a household over a 1-day period from multiple pathways; that is, airborne, droplet, and contact routes. We assumed that there were two adults and one child in the household, and that one of the adults was infected with SARS-CoV-2. We assumed two scenarios. (1) Asymptomatic/presymptomatic infection, and (2) symptomatic infection. During asymptomatic/presymptomatic infection, the contact route contributing the most (37%-45%), followed by the airborne (34%-38%) and droplet routes (21%-28%). During symptomatic infection, the droplet route was the dominant pathway (48%-71%), followed by the contact route (25%-42%), with the airborne route playing a negligible role (<10%). Compared to the ancestral strain, although the contribution of the contact route increased in Omicron variant transmission, the increase was slight, from 25%-41% to 30%-45%. With the growing concern about the increase in the proportion of asymptomatic/presymptomatic infection in Omicron strain transmissions, the airborne route, rather than the fomite route, should be of focus. Our findings suggest the importance of ventilation in the SARS-CoV-2 Omicron variant prevention in building environment.
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Affiliation(s)
- Shuyi Ji
- School of Public Health, Zhejiang University, Hangzhou, 310058, PR China
| | - Shenglan Xiao
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, 518107, PR China
| | - Huaibin Wang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, 518107, PR China
| | - Hao Lei
- School of Public Health, Zhejiang University, Hangzhou, 310058, PR China
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16
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Silva PG, Branco PTBS, Soares RRG, Mesquita JR, Sousa SIV. SARS-CoV-2 air sampling: A systematic review on the methodologies for detection and infectivity. INDOOR AIR 2022; 32:e13083. [PMID: 36040285 PMCID: PMC9538005 DOI: 10.1111/ina.13083] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 06/15/2023]
Abstract
This systematic review aims to present an overview of the current aerosol sampling methods (and equipment) being used to investigate the presence of SARS-CoV-2 in the air, along with the main parameters reported in the studies that are essential to analyze the advantages and disadvantages of each method and perspectives for future research regarding this mode of transmission. A systematic literature review was performed on PubMed/MEDLINE, Web of Science, and Scopus to assess the current air sampling methodologies being applied to SARS-CoV-2. Most of the studies took place in indoor environments and healthcare settings and included air and environmental sampling. The collection mechanisms used were impinger, cyclone, impactor, filters, water-based condensation, and passive sampling. Most of the reviewed studies used RT-PCR to test the presence of SARS-CoV-2 RNA in the collected samples. SARS-CoV-2 RNA was detected with all collection mechanisms. From the studies detecting the presence of SARS-CoV-2 RNA, fourteen assessed infectivity. Five studies detected viable viruses using impactor, water-based condensation, and cyclone collection mechanisms. There is a need for a standardized protocol for sampling SARS-CoV-2 in air, which should also account for other influencing parameters, including air exchange ratio in the room sampled, relative humidity, temperature, and lighting conditions.
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Affiliation(s)
- Priscilla G Silva
- Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
- School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- Epidemiology Research Unit (EPI Unit), Institute of Public Health, University of Porto, Porto, Portugal
| | - Pedro T B S Branco
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Ruben R G Soares
- Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Solna, Sweden
- Division of Nanobiotechnology, Department of Protein Science, Science for Life Laboratory, KTH Royal Institute of Technology, Solna, Sweden
| | - João R Mesquita
- Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
- Epidemiology Research Unit (EPI Unit), Institute of Public Health, University of Porto, Porto, Portugal
| | - Sofia I V Sousa
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
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17
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Horve PF, Dietz LG, Bowles G, MacCrone G, Olsen-Martinez A, Northcutt D, Moore V, Barnatan L, Parhizkar H, Van Den Wymelenberg KG. Longitudinal analysis of built environment and aerosol contamination associated with isolated COVID-19 positive individuals. Sci Rep 2022; 12:7395. [PMID: 35513399 PMCID: PMC9070971 DOI: 10.1038/s41598-022-11303-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 04/12/2022] [Indexed: 12/13/2022] Open
Abstract
The indoor environment is the primary location for the transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019 (COVID-19), largely driven by respiratory particle accumulation in the air and increased connectivity between the individuals occupying indoor spaces. In this study, we aimed to track a cohort of subjects as they occupied a COVID-19 isolation dormitory to better understand the impact of subject and environmental viral load over time, symptoms, and room ventilation on the detectable viral load within a single room. We find that subject samples demonstrate a decrease in overall viral load over time, symptoms significantly impact environmental viral load, and we provide the first real-world evidence for decreased aerosol SARS-CoV-2 load with increasing ventilation, both from mechanical and window sources. These results may guide environmental viral surveillance strategies and be used to better control the spread of SARS-CoV-2 within built environments and better protect those caring for individuals with COVID-19.
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Affiliation(s)
- Patrick F Horve
- Institute of Molecular Biology, University of Oregon, Eugene, OR, 97403, USA
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | - Leslie G Dietz
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | - Garis Bowles
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | - Georgia MacCrone
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | | | - Dale Northcutt
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
- Energy Studies in Buildings Laboratory, University of Oregon, Eugene, OR, 97403, USA
| | - Vincent Moore
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | - Liliana Barnatan
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA
| | - Hooman Parhizkar
- Energy Studies in Buildings Laboratory, University of Oregon, Eugene, OR, 97403, USA
- Institute for Health and the Built Environment, University of Oregon, Portland, OR, 97209, USA
| | - Kevin G Van Den Wymelenberg
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, 97403, USA.
- Energy Studies in Buildings Laboratory, University of Oregon, Eugene, OR, 97403, USA.
- Institute for Health and the Built Environment, University of Oregon, Portland, OR, 97209, USA.
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18
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Schoen CN, Morgan E, Leftwich HK, Rogers C, Soorneedi A, Suther C, Moore MD. Failure to Detect SARS-CoV-2 RNA in the Air During Active Labor in Mothers Who Recently Tested Positive. Front Public Health 2022; 10:881613. [PMID: 35570919 PMCID: PMC9093214 DOI: 10.3389/fpubh.2022.881613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 03/31/2022] [Indexed: 12/03/2022] Open
Abstract
The risk of potential SARS-CoV-2 transmission by infected mothers during labor and delivery has not been investigated in-depth. This work collected air samples close to (respiratory droplets) and more distant from (aerosol generation) unvaccinated patients who had previously tested positive for SARS-CoV-2 during labor within 5 days of a positive test. All but one of the patients wore masks during the delivery, and delivery was carried out in either birthing or negative pressure isolation rooms. Our work failed to detect SARS-CoV-2 RNA in any air samples for all of the six patients who gave birth vaginally, despite validation of the limit of detection of the samplers. In sum, this brief report provides initial evidence that the risk of airborne transmission of SARS-CoV-2 during labor may be mitigated by the use of masks and high ventilation rates common in many modern U.S. medical facilities; however more work is needed to fully evaluate the risk of SARS-CoV-2 transmission during labor and maternal pushing.
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Affiliation(s)
- Corina N. Schoen
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Massachusetts Medical School-Baystate, Springfield, MA, United States
| | - Elizabeth Morgan
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Massachusetts Medical School-Baystate, Springfield, MA, United States
| | - Heidi K. Leftwich
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Massachusetts Chan Medical School/UMASS Memorial Health, Worcester, MA, United States
| | - Christine Rogers
- Department of Environmental Health Sciences, School of Public Health & Health Sciences, University of Massachusetts-Amherst, Amherst, MA, United States
| | - Anand Soorneedi
- Department of Food Science, University of Massachusetts-Amherst, Amherst, MA, United States
| | - Cassandra Suther
- Department of Food Science, University of Massachusetts-Amherst, Amherst, MA, United States
| | - Matthew D. Moore
- Department of Food Science, University of Massachusetts-Amherst, Amherst, MA, United States
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19
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Zuniga-Montanez R, Coil DA, Eisen JA, Pechacek R, Guerrero RG, Kim M, Shapiro K, Bischel HN. The challenge of SARS-CoV-2 environmental monitoring in schools using floors and portable HEPA filtration units: Fresh or relic RNA? PLoS One 2022; 17:e0267212. [PMID: 35452479 PMCID: PMC9032406 DOI: 10.1371/journal.pone.0267212] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 04/04/2022] [Indexed: 11/25/2022] Open
Abstract
Testing surfaces in school classrooms for the presence of SARS-CoV-2, the virus that causes COVID-19, can provide public-health information that complements clinical testing. We monitored the presence of SARS-CoV-2 RNA in five schools (96 classrooms) in Davis, California (USA) by collecting weekly surface-swab samples from classroom floors and/or portable high-efficiency particulate air (HEPA) units (n = 2,341 swabs). Twenty-two surfaces tested positive, with qPCR cycle threshold (Ct) values ranging from 36.07-38.01. Intermittent repeated positives in a single room were observed for both floor and HEPA filter samples for up to 52 days, even following regular cleaning and HEPA filter replacement after a positive result. We compared the two environmental sampling strategies by testing one floor and two HEPA filter samples in 57 classrooms at Schools D and E. HEPA filter sampling yielded 3.02% and 0.41% positivity rates per filter sample collected for Schools D and E, respectively, while floor sampling yielded 0.48% and 0% positivity rates. Our results indicate that HEPA filter swabs are more sensitive than floor swabs at detecting SARS-CoV-2 RNA in interior spaces. During the study, all schools were offered weekly free COVID-19 clinical testing through Healthy Davis Together (HDT). HDT also offered on-site clinical testing in Schools D and E, and upticks in testing participation were observed following a confirmed positive environmental sample. However, no confirmed COVID-19 cases were identified among students associated with classrooms yielding positive environmental samples. The positive samples detected in this study appeared to contain relic viral RNA from individuals infected before the monitoring program started and/or RNA transported into classrooms via fomites. High-Ct positive results from environmental swabs detected in the absence of known active infections supports this conclusion. Additional research is needed to differentiate between fresh and relic SARS-CoV-2 RNA in environmental samples and to determine what types of results should trigger interventions.
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Affiliation(s)
- Rogelio Zuniga-Montanez
- Department of Civil and Environmental Engineering, One Shields Avenue, University of California, Davis, California, United States of America
| | - David A. Coil
- Genome Center, University of California, Davis, California, United States of America
| | - Jonathan A. Eisen
- Genome Center, University of California, Davis, California, United States of America
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, California, United States of America
- Department of Evolution and Ecology, University of California, Davis, California, United States of America
| | - Randi Pechacek
- Department of Civil and Environmental Engineering, One Shields Avenue, University of California, Davis, California, United States of America
| | - Roque G. Guerrero
- Department of Civil and Environmental Engineering, One Shields Avenue, University of California, Davis, California, United States of America
| | - Minji Kim
- Department of Civil and Environmental Engineering, One Shields Avenue, University of California, Davis, California, United States of America
| | - Karen Shapiro
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - Heather N. Bischel
- Department of Civil and Environmental Engineering, One Shields Avenue, University of California, Davis, California, United States of America
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20
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Dumont-Leblond N, Duchaine C, Veillette M, Pen V, Bergevin M. A case of primary COVID-19 pneumonia: plausible airborne transmission of SARS-CoV-2. Eur J Med Res 2022; 27:50. [PMID: 35379338 PMCID: PMC8977185 DOI: 10.1186/s40001-022-00668-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 02/28/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
The different clinical manifestations, from none to severe, and the variability in efficacy of SARS-CoV-2 diagnosis by upper respiratory tract testing, make diagnosis of COVID-19 and prevention of transmission especially challenging. In addition, the ways by which the virus can most efficiently transmit still remain unclear.
Case Presentation
We report the case a 48-year-old man who presents primary COVID-19 pneumonia. He was initially admitted for cholecystitis but, upon review of his abdominal CT scan, a segmental zone of ground glass opacity was identified in the right lower lobe. A bronchoalveolar lavage proved positive to SARS-CoV-2 by RT-qPCR, even if he tested negative by oro-nasopharyngeal swab at admission and the day after he underwent bronchoscopy. The near absence of the virus in his saliva 2 days after, combined with a very sharp increase in salivary viral load on the third day, also rule out the possibility of prior viral replication in the upper airway and clearance. In addition, rapidly increasing bilateral alveolar lung infiltrates appeared as the upper respiratory tests begin to detect the virus.
Conclusions
For this patient to have developed primary COVID-19 pneumonia, a contagious aerosol must have traveled to the lower respiratory system. This case gives indirect but compelling evidence that aerosol may spread the virus. It also highlights the limitations of oral and nasal testing methods and the importance of anatomical considerations when studying infections by SARS-CoV-2.
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21
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Alsved M, Nygren D, Thuresson S, Medstrand P, Fraenkel CJ, Löndahl J. SARS-CoV-2 in exhaled aerosol particles from covid-19 cases and its association to household transmission. Clin Infect Dis 2022; 75:e50-e56. [PMID: 35271734 PMCID: PMC8992237 DOI: 10.1093/cid/ciac202] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Indexed: 12/29/2022] Open
Abstract
Background Coronavirus disease 2019 (COVID-19) transmission via exhaled aerosol particles has been considered an important route for the spread of infection, especially during super-spreading events involving loud talking or singing. However, no study has previously linked measurements of viral aerosol emissions to transmission rates. Methods During February–March 2021, COVID-19 cases that were close to symptom onset were visited with a mobile laboratory for collection of exhaled aerosol particles during breathing, talking, and singing, respectively, and of nasopharyngeal and saliva samples. Aerosol samples were collected using a BioSpot-VIVAS and a NIOSH bc-251 2-stage cyclone, and all samples were analyzed by RT-qPCR for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA detection. We compared transmission rates between households with aerosol-positive and aerosol-negative index cases. Results SARS-CoV-2 RNA was detected in at least 1 aerosol sample from 19 of 38 (50%) included cases. The odds ratio (OR) of finding positive aerosol samples decreased with each day from symptom onset (OR 0.55, 95 confidence interval [CI] .30–1.0, P = .049). The highest number of positive aerosol samples were from singing, 16 (42%), followed by talking, 11 (30%), and the least from breathing, 3 (8%). Index cases were identified for 13 households with 31 exposed contacts. Higher transmission rates were observed in households with aerosol-positive index cases, 10/16 infected (63%), compared to households with aerosol-negative index cases, 4/15 infected (27%) (χ2 test, P = .045). Conclusions COVID-19 cases were more likely to exhale SARS-CoV-2-containing aerosol particles close to symptom onset and during singing or talking as compared to breathing. This study supports that individuals with SARS-CoV-2 in exhaled aerosols are more likely to transmit COVID-19.
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Affiliation(s)
- Malin Alsved
- Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - David Nygren
- Division of Infection Medicine, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Sara Thuresson
- Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Patrik Medstrand
- Department of Translational Medicine, Lund University, Lund, Sweden
| | - Carl Johan Fraenkel
- Division of Infection Medicine, Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Infection Control, Region Skåne, Lund, Sweden
| | - Jakob Löndahl
- Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
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22
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Dinoi A, Feltracco M, Chirizzi D, Trabucco S, Conte M, Gregoris E, Barbaro E, La Bella G, Ciccarese G, Belosi F, La Salandra G, Gambaro A, Contini D. A review on measurements of SARS-CoV-2 genetic material in air in outdoor and indoor environments: Implication for airborne transmission. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 809:151137. [PMID: 34699823 PMCID: PMC8539199 DOI: 10.1016/j.scitotenv.2021.151137] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/15/2021] [Accepted: 10/17/2021] [Indexed: 05/03/2023]
Abstract
Airborne transmission of SARS-CoV-2 has been object of debate in the scientific community since the beginning of COVID-19 pandemic. This mechanism of transmission could arise from virus-laden aerosol released by infected individuals and it is influenced by several factors. Among these, the concentration and size distribution of virus-laden particles play an important role. The knowledge regarding aerosol transmission increases as new evidence is collected in different studies, even if it is not yet available a standard protocol regarding air sampling and analysis, which can create difficulties in the interpretation and application of results. This work reports a systematic review of current knowledge gained by 73 published papers on experimental determination of SARS-CoV-2 RNA in air comparing different environments: outdoors, indoor hospitals and healthcare settings, and public community indoors. Selected papers furnished 77 datasets: outdoor studies (9/77, 11.7%) and indoor studies (68/77. 88.3%). The indoor datasets in hospitals were the vast majority (58/68, 85.3%), and the remaining (10/68, 14.7%) were classified as community indoors. The fraction of studies having positive samples, as well as positivity rates (i.e. ratios between positive and total samples) are significantly larger in hospitals compared to the other typologies of sites. Contamination of surfaces was more frequent (in indoor datasets) compared to contamination of air samples; however, the average positivity rate was lower compared to that of air. Concentrations of SARS-CoV-2 RNA in air were highly variables and, on average, lower in outdoors compared to indoors. Among indoors, concentrations in community indoors appear to be lower than those in hospitals and healthcare settings.
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Affiliation(s)
- Adelaide Dinoi
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy
| | - Matteo Feltracco
- Istituto di Scienze Polari (ISP-CNR), Via Torino 155, Venice, Mestre, Italy; Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino 155, Venezia, Mestre, Italy
| | - Daniela Chirizzi
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia 20, Foggia, Italy
| | - Sara Trabucco
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Via Gobetti 101, Bologna, Italy
| | - Marianna Conte
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy; Laboratory for Observations and Analyses of Earth and Climate, Agenzia Nazionale per le Nuove Tecnologie, l'Energia e lo Sviluppo Economico Sostenibile (ENEA), 00123 Rome, Italy
| | - Elena Gregoris
- Istituto di Scienze Polari (ISP-CNR), Via Torino 155, Venice, Mestre, Italy; Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino 155, Venezia, Mestre, Italy
| | - Elena Barbaro
- Istituto di Scienze Polari (ISP-CNR), Via Torino 155, Venice, Mestre, Italy; Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino 155, Venezia, Mestre, Italy
| | - Gianfranco La Bella
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia 20, Foggia, Italy
| | - Giuseppina Ciccarese
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia 20, Foggia, Italy
| | - Franco Belosi
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Via Gobetti 101, Bologna, Italy
| | - Giovanna La Salandra
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia 20, Foggia, Italy
| | - Andrea Gambaro
- Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino 155, Venezia, Mestre, Italy
| | - Daniele Contini
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy.
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23
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Conte M, Feltracco M, Chirizzi D, Trabucco S, Dinoi A, Gregoris E, Barbaro E, La Bella G, Ciccarese G, Belosi F, La Salandra G, Gambaro A, Contini D. Airborne concentrations of SARS-CoV-2 in indoor community environments in Italy. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:13905-13916. [PMID: 34599449 PMCID: PMC8486635 DOI: 10.1007/s11356-021-16737-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 09/22/2021] [Indexed: 05/02/2023]
Abstract
COVID-19 pandemic raised a debate regarding the role of airborne transmission. Information regarding virus-laden aerosol concentrations is still scarce in community indoors and what are the risks for general public and the efficiency of restriction policies. This work investigates, for the first time in Italy, the presence of SARS-CoV-2 RNA in air samples collected in different community indoors (one train station, two food markets, one canteen, one shopping centre, one hair salon, and one pharmacy) in three Italian cities: metropolitan city of Venice (NE of Italy), Bologna (central Italy), and Lecce (SE of Italy). Air samples were collected during the maximum spread of the second wave of pandemic in Italy (November and December 2020). All collected samples tested negative for the presence of SARS-CoV-2, using both real-time RT-PCR and ddPCR, and no significant differences were observed comparing samples taken with and without customers. Modelling average concentrations, using influx of customers' data and local epidemiological information, indicated low values (i.e. < 0.8 copies m-3 when cotton facemasks are used and even lower for surgical facemasks). The results, even if with some limitations, suggest that the restrictive policies enforced could effectively reduce the risk of airborne transmissions in the community indoor investigated, providing that physical distance is respected.
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Affiliation(s)
- Marianna Conte
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy
| | - Matteo Feltracco
- Istituto di Scienze Polari (ISP-CNR), Via Torino (Mestre), 155, Venice, Italy
- Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino (Mestre), 155, Venezia, Italy
| | - Daniela Chirizzi
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia, 20, Foggia, Italy
| | - Sara Trabucco
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Via Gobetti, 101, Bologna, Italy
| | - Adelaide Dinoi
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy
| | - Elena Gregoris
- Istituto di Scienze Polari (ISP-CNR), Via Torino (Mestre), 155, Venice, Italy
- Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino (Mestre), 155, Venezia, Italy
| | - Elena Barbaro
- Istituto di Scienze Polari (ISP-CNR), Via Torino (Mestre), 155, Venice, Italy
- Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino (Mestre), 155, Venezia, Italy
| | - Gianfranco La Bella
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia, 20, Foggia, Italy
| | - Giuseppina Ciccarese
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia, 20, Foggia, Italy
| | - Franco Belosi
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Via Gobetti, 101, Bologna, Italy
| | - Giovanna La Salandra
- Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (IZSPB), Via Manfredonia, 20, Foggia, Italy
| | - Andrea Gambaro
- Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari di Venezia, Via Torino (Mestre), 155, Venezia, Italy
| | - Daniele Contini
- Istituto di Scienze dell'Atmosfera e del Clima (ISAC-CNR), Str. Prv. Lecce-Monteroni km 1.2, Lecce, Italy.
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24
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Lee DS, Wang CX, McAlister FA, Ma S, Chu A, Rochon PA, Kaul P, Austin PC, Wang X, Kalmady SV, Udell JA, Schull MJ, Rubin BB, Wang B. Factors associated with SARS-CoV-2 test positivity in long-term care homes: A population-based cohort analysis using machine learning. LANCET REGIONAL HEALTH. AMERICAS 2022; 6:100146. [PMID: 35072145 PMCID: PMC8763396 DOI: 10.1016/j.lana.2021.100146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/30/2022]
Abstract
BACKGROUND SARS-Cov-2 infection rates are high among residents of long-term care (LTC) homes. We used machine learning to identify resident and community characteristics predictive of SARS-Cov-2 infection. METHODS We linked 26 population-based health and administrative databases to identify the population of all LTC residents tested for SARS-Cov-2 infection in Ontario, Canada. Using ensemble-based algorithms, we examined 484 factors, including individual-level demographics, healthcare use, comorbidities, functional status, and laboratory results; and community-level characteristics to identify factors predictive of infection. Analyses were performed separately for January to April (early wave 1) and May to August (late wave 1). FINDINGS Among 80,784 LTC residents, 64,757 (80.2%) were tested for SARS-Cov-2 (median age 86 (78-91) years, 30.6% male), of whom 10.2% of 33,519 and 5.2% of 31,238 tested positive in early and late wave 1, respectively. In the late phase (when restriction of visitors, closure of communal spaces, and universal masking in LTC were routine), regional-level characteristics comprised 33 of the top 50 factors associated with testing positive, while laboratory values and comorbidities were also predictive. The c-index of the final model was 0.934, and sensitivity was 0.887. In the highest versus lowest risk quartiles, the odds ratio for infection was 114.3 (95% CI 38.6-557.3). LTC-related geographic variations existed in the distribution of observed infection rates and the proportion of residents at highest risk. INTERPRETATION Machine learning informed evaluation of predicted and observed risks of SARS-CoV-2 infection at the resident and LTC levels, and may inform initiatives to improve care quality in this setting. FUNDING Funded by a Canadian Institutes of Health Research, COVID-19 Rapid Research Funding Opportunity grant (# VR4 172736) and a Peter Munk Cardiac Centre Innovation Grant. Dr. D. Lee is the Ted Rogers Chair in Heart Function Outcomes, University Health Network, University of Toronto. Dr. Austin is supported by a Mid-Career investigator award from the Heart and Stroke Foundation. Dr. McAlister is supported by an Alberta Health Services Chair in Cardiovascular Outcomes Research. Dr. Kaul is the CIHR Sex and Gender Science Chair and the Heart & Stroke Chair in Cardiovascular Research. Dr. Rochon holds the RTO/ERO Chair in Geriatric Medicine from the University of Toronto. Dr. B. Wang holds a CIFAR AI chair at the Vector Institute.
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Affiliation(s)
- Douglas S Lee
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Division of Cardiology, Peter Munk Cardiac Centre, Cardiovascular Program, University Health Network, University of Toronto, Toronto, ON, Canada.,Ted Rogers Centre for Heart Research, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Chloe X Wang
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Vector Institute of Artificial Intelligence, University of Toronto, Toronto, Canada
| | - Finlay A McAlister
- Alberta SPOR Unit, University of Alberta, Edmonton, Canada.,Canadian VIGOUR Centre, University of Alberta, Edmonton, Canada.,Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Shihao Ma
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Vector Institute of Artificial Intelligence, University of Toronto, Toronto, Canada.,Department of Computer Science, University of Toronto, Toronto, Canada
| | - Anna Chu
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada
| | - Paula A Rochon
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Women's College Hospital, Toronto, Canada
| | - Padma Kaul
- Canadian VIGOUR Centre, University of Alberta, Edmonton, Canada.,Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Peter C Austin
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada
| | - Xuesong Wang
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada
| | - Sunil V Kalmady
- Canadian VIGOUR Centre, University of Alberta, Edmonton, Canada
| | - Jacob A Udell
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Division of Cardiology, Peter Munk Cardiac Centre, Cardiovascular Program, University Health Network, University of Toronto, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Women's College Hospital, Toronto, Canada
| | - Michael J Schull
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Department of Emergency Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Barry B Rubin
- Division of Cardiology, Peter Munk Cardiac Centre, Cardiovascular Program, University Health Network, University of Toronto, Toronto, ON, Canada.,Division of Vascular Surgery, Peter Munk Cardiac Centre, University Health Network, Toronto, Canada
| | - Bo Wang
- ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.,Division of Cardiology, Peter Munk Cardiac Centre, Cardiovascular Program, University Health Network, University of Toronto, Toronto, ON, Canada.,Vector Institute of Artificial Intelligence, University of Toronto, Toronto, Canada.,Department of Computer Science, University of Toronto, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
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25
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Abdeldayem OM, Dabbish AM, Habashy MM, Mostafa MK, Elhefnawy M, Amin L, Al-Sakkari EG, Ragab A, Rene ER. Viral outbreaks detection and surveillance using wastewater-based epidemiology, viral air sampling, and machine learning techniques: A comprehensive review and outlook. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 803:149834. [PMID: 34525746 PMCID: PMC8379898 DOI: 10.1016/j.scitotenv.2021.149834] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/05/2021] [Accepted: 08/18/2021] [Indexed: 05/06/2023]
Abstract
A viral outbreak is a global challenge that affects public health and safety. The coronavirus disease 2019 (COVID-19) has been spreading globally, affecting millions of people worldwide, and led to significant loss of lives and deterioration of the global economy. The current adverse effects caused by the COVID-19 pandemic demands finding new detection methods for future viral outbreaks. The environment's transmission pathways include and are not limited to air, surface water, and wastewater environments. The wastewater surveillance, known as wastewater-based epidemiology (WBE), can potentially monitor viral outbreaks and provide a complementary clinical testing method. Another investigated outbreak surveillance technique that has not been yet implemented in a sufficient number of studies is the surveillance of Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) in the air. Artificial intelligence (AI) and its related machine learning (ML) and deep learning (DL) technologies are currently emerging techniques for detecting viral outbreaks using global data. To date, there are no reports that illustrate the potential of using WBE with AI to detect viral outbreaks. This study investigates the transmission pathways of SARS-CoV-2 in the environment and provides current updates on the surveillance of viral outbreaks using WBE, viral air sampling, and AI. It also proposes a novel framework based on an ensemble of ML and DL algorithms to provide a beneficial supportive tool for decision-makers. The framework exploits available data from reliable sources to discover meaningful insights and knowledge that allows researchers and practitioners to build efficient methods and protocols that accurately monitor and detect viral outbreaks. The proposed framework could provide early detection of viruses, forecast risk maps and vulnerable areas, and estimate the number of infected citizens.
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Affiliation(s)
- Omar M Abdeldayem
- Department of Water Supply, Sanitation and Environmental Engineering, IHE Delft Institute for Water Education, Westvest 7, 2611AX Delft, the Netherlands.
| | - Areeg M Dabbish
- Biotechnology Graduate Program, Biology Department, School of Science and Engineering, The American University in Cairo, New Cairo 11835, Egypt
| | - Mahmoud M Habashy
- Department of Water Supply, Sanitation and Environmental Engineering, IHE Delft Institute for Water Education, Westvest 7, 2611AX Delft, the Netherlands
| | - Mohamed K Mostafa
- Faculty of Engineering and Technology, Badr University in Cairo (BUC), Cairo 11829, Egypt
| | - Mohamed Elhefnawy
- CanmetENERGY, 1615 Lionel-Boulet Blvd, P.O. Box 4800, Varennes, Québec J3X 1P7, Canada; Department of Mathematics and Industrial Engineering, Polytechnique Montréal 2500 Chemin de Polytechnique, Montréal, Québec H3T 1J4, Canada
| | - Lobna Amin
- Department of Water Supply, Sanitation and Environmental Engineering, IHE Delft Institute for Water Education, Westvest 7, 2611AX Delft, the Netherlands; Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland
| | - Eslam G Al-Sakkari
- Chemical Engineering Department, Cairo University, Cairo University Road, 12613 Giza, Egypt
| | - Ahmed Ragab
- CanmetENERGY, 1615 Lionel-Boulet Blvd, P.O. Box 4800, Varennes, Québec J3X 1P7, Canada; Department of Mathematics and Industrial Engineering, Polytechnique Montréal 2500 Chemin de Polytechnique, Montréal, Québec H3T 1J4, Canada; Faculty of Electronic Engineering, Menoufia University, 32952, Menouf, Egypt
| | - Eldon R Rene
- Department of Water Supply, Sanitation and Environmental Engineering, IHE Delft Institute for Water Education, Westvest 7, 2611AX Delft, the Netherlands
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Li H, Shankar SN, Witanachchi CT, Lednicky JA, Loeb JC, Alam MM, Fan ZH, Mohamed K, Boyette JA, Eiguren-Fernandez A, Wu CY. Environmental Surveillance for SARS-CoV-2 in Two Restaurants from a Mid-scale City that Followed U.S. CDC Reopening Guidance. AEROSOL AND AIR QUALITY RESEARCH 2022; 22:210304. [PMID: 35024044 PMCID: PMC8752097 DOI: 10.4209/aaqr.210304] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Since mask use and physical distancing are difficult to maintain when people dine indoors, restaurants are perceived as high risk for acquiring COVID-19. The air and environmental surfaces in two restaurants in a mid-scale city located in north central Florida that followed the Centers for Disease Control and Prevention (CDC) reopening guidance were sampled three times from July 2020 to February 2021. Sixteen air samples were collected for 2 hours using air samplers, and 20 surface samples by using moistened swabs. The samples were analyzed by real-time reverse transcriptase-polymerase chain reaction (RT-PCR) for the presence of SARS-CoV-2 genomic RNA. A total of ~550 patrons dined in the restaurants during our samplings. SARS-CoV-2 genomic RNA was not detected in any of the air samples. One of the 20 surface samples (5%) was positive. That sample had been collected from a plastic tablecloth immediately after guests left the restaurant. Virus was not isolated in cell cultures inoculated with aliquots of the RT-PCR-positive sample. The likelihood that patrons and staff acquire SARS-CoV-2 infections may be low in restaurants in a mid-scale city that adopt CDC restaurant reopening guidelines, such as operation at 50% capacity so that tables can be spaced at least 6 feet apart, establishment of adequate mechanical ventilation, use of a face covering except while eating or drinking, and implementation of disinfection measures.
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Affiliation(s)
- Hongwan Li
- Department of Environmental Engineering Sciences, University of Florida, USA
| | | | | | - John A. Lednicky
- Department of Environmental and Global Health, University of Florida, USA
- Emerging Pathogens Institute, University of Florida, USA
| | - Julia C. Loeb
- Department of Environmental and Global Health, University of Florida, USA
- Emerging Pathogens Institute, University of Florida, USA
| | - Md. Mahbubul Alam
- Department of Environmental and Global Health, University of Florida, USA
- Emerging Pathogens Institute, University of Florida, USA
| | - Z. Hugh Fan
- Department of Mechanical & Aerospace Engineering, University of Florida, USA
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, USA
| | - Karim Mohamed
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, USA
| | - Jessica A. Boyette
- Department of Environmental Engineering Sciences, University of Florida, USA
| | | | - Chang-Yu Wu
- Department of Environmental Engineering Sciences, University of Florida, USA
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Mody L, Gibson KE, Mantey J, Bautista L, Montoya A, Neeb K, Jenq G, Mills JP, Min L, Kabeto M, Galecki A, Cassone M, Martin ET. Environmental contamination with SARS-CoV-2 in nursing homes. J Am Geriatr Soc 2022; 70:29-39. [PMID: 34674220 PMCID: PMC8661527 DOI: 10.1111/jgs.17531] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/24/2021] [Accepted: 10/02/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND SARS-CoV-2 outbreaks in nursing homes (NHs) have been devastating and have led to the creation of coronavirus disease 2019 (COVID-19) units within NHs to care for affected patients. Frequency and persistence of SARS-CoV-2 environmental contamination in these units have not been studied. METHODS A prospective cohort study was conducted between October 2020 and January 2021 in four Michigan NHs. Swabs from high-touch surfaces in COVID-19-infected patient rooms were obtained at enrollment and follow-up. Demographic and clinical data were collected from clinical records. Primary outcome of interest was the probability of SARS-CoV-2 RNA detection from specific environmental surfaces in COVID-19 patient rooms. We used multivariable logistic regression to assess patient risk factors for SARS-CoV-2 contamination. Pairwise Phi coefficients were calculated to measure correlation of site-specific environmental detection upon enrollment and during follow-up. RESULTS One hundred and four patients with COVID-19 were enrolled (61.5% >80 years; 67.3% female; 89.4% non-Hispanic White; 51% short stay) and followed up for 241 visits. The study population had significant disabilities in activities of daily living (ADL; 81.7% dependent in four or more ADLs) and comorbidities, including dementia (55.8%), diabetes (40.4%), and heart failure (32.7%). Over the 3-month study period, 2087 swab specimens were collected (1896 COVID-19 patient rooms, 191 common areas). SARS-CoV-2 positivity was 28.4% (538/1896 swabs) on patient room surfaces and 3.7% (7/191 swabs) on common area surfaces. Nearly 90% (93/104) of patients had SARS-CoV-2 contamination in their room at least once. Environmental contamination upon enrollment correlated with contamination of the same site during follow-up. Functional independence increased the odds of proximate contamination. CONCLUSIONS Environmental detection of viral RNA from surfaces in the rooms of COVID-19 patients is nearly universal and persistent; more investigation is needed to determine the implications of this for infectiousness. Patients with greater independence are more likely than fully dependent patients to contaminate their immediate environment.
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Affiliation(s)
- Lona Mody
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
- Geriatrics Research Education and Clinical Center (GRECC)Veterans Affairs Ann Arbor Healthcare SystemAnn ArborMichiganUSA
| | - Kristen E. Gibson
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Julia Mantey
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Liza Bautista
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Ana Montoya
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
- Post‐Acute Care ServicesUniversity of Michigan Medical GroupAnn ArborMichiganUSA
| | - Karen Neeb
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Grace Jenq
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
- Post‐Acute Care ServicesUniversity of Michigan Medical GroupAnn ArborMichiganUSA
| | - John P. Mills
- Division of Infectious Diseases, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Lillian Min
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
- Geriatrics Research Education and Clinical Center (GRECC)Veterans Affairs Ann Arbor Healthcare SystemAnn ArborMichiganUSA
| | - Mohammed Kabeto
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Andrzej Galecki
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
- Department of BiostatisticsUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Marco Cassone
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Emily T. Martin
- Department of EpidemiologyUniversity of Michigan School of Public HealthAnn ArborMichiganUSA
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28
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Horve PF, Dietz LG, Fretz M, Constant DA, Wilkes A, Townes JM, Martindale RG, Messer WB, Van Den Wymelenberg KG. Identification of SARS-CoV-2 RNA in healthcare heating, ventilation, and air conditioning units. INDOOR AIR 2021; 31:1826-1832. [PMID: 34189769 DOI: 10.1101/2020.06.26.20141085v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 05/21/2021] [Accepted: 06/14/2021] [Indexed: 05/22/2023]
Abstract
Evidence continues to grow supporting the aerosol transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). To assess the potential role of heating, ventilation, and air conditioning (HVAC) systems in airborne viral transmission, this study sought to determine the viral presence, if any, on air handling units in a healthcare setting where coronavirus disease 2019 (COVID-19) patients were being treated. The presence of SARS-CoV-2 RNA was detected in approximately 25% of samples taken from ten different locations in multiple air handlers. While samples were not evaluated for viral infectivity, the presence of viral RNA in air handlers raises the possibility that viral particles can enter and travel within the air handling system of a hospital, from room return air through high-efficiency MERV-15 filters and into supply air ducts. Although no known transmission events were determined to be associated with these specimens, the findings suggest the potential for HVAC systems to facilitate transfer of virions to locations remote from areas where infected persons reside. These results are important within and outside of healthcare settings and may present necessary guidance for building operators of facilities that are not equipped with high-efficiency filtration. Furthermore, the identification of SARS-CoV-2 in HVAC components indicates the potential utility as an indoor environmental surveillance location.
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Affiliation(s)
- Patrick F Horve
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, USA
| | - Leslie G Dietz
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, USA
| | - Mark Fretz
- Institute for Health in the Built Environment, University of Oregon, Portland, OR, USA
| | - David A Constant
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR, USA
| | - Andrew Wilkes
- Healthcare Facilities, Oregon Health and Science University, Portland, OR, USA
| | - John M Townes
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Robert G Martindale
- Division of Gastrointestinal and General Surgery, School of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - William B Messer
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR, USA
| | - Kevin G Van Den Wymelenberg
- Biology and the Built Environment Center, University of Oregon, Eugene, OR, USA
- Institute for Health in the Built Environment, University of Oregon, Portland, OR, USA
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29
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Horve PF, Dietz LG, Fretz M, Constant DA, Wilkes A, Townes JM, Martindale RG, Messer WB, Van Den Wymelenberg KG. Identification of SARS-CoV-2 RNA in healthcare heating, ventilation, and air conditioning units. INDOOR AIR 2021; 31:1826-1832. [PMID: 34189769 PMCID: PMC8447041 DOI: 10.1111/ina.12898] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 05/21/2021] [Accepted: 06/14/2021] [Indexed: 05/04/2023]
Abstract
Evidence continues to grow supporting the aerosol transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). To assess the potential role of heating, ventilation, and air conditioning (HVAC) systems in airborne viral transmission, this study sought to determine the viral presence, if any, on air handling units in a healthcare setting where coronavirus disease 2019 (COVID-19) patients were being treated. The presence of SARS-CoV-2 RNA was detected in approximately 25% of samples taken from ten different locations in multiple air handlers. While samples were not evaluated for viral infectivity, the presence of viral RNA in air handlers raises the possibility that viral particles can enter and travel within the air handling system of a hospital, from room return air through high-efficiency MERV-15 filters and into supply air ducts. Although no known transmission events were determined to be associated with these specimens, the findings suggest the potential for HVAC systems to facilitate transfer of virions to locations remote from areas where infected persons reside. These results are important within and outside of healthcare settings and may present necessary guidance for building operators of facilities that are not equipped with high-efficiency filtration. Furthermore, the identification of SARS-CoV-2 in HVAC components indicates the potential utility as an indoor environmental surveillance location.
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Affiliation(s)
- Patrick F. Horve
- Biology and the Built Environment CenterUniversity of OregonEugeneORUSA
| | - Leslie G. Dietz
- Biology and the Built Environment CenterUniversity of OregonEugeneORUSA
| | - Mark Fretz
- Institute for Health in the Built EnvironmentUniversity of OregonPortlandORUSA
| | - David A. Constant
- Department of Molecular Microbiology and ImmunologyOregon Health and Science UniversityPortlandORUSA
| | - Andrew Wilkes
- Healthcare FacilitiesOregon Health and Science UniversityPortlandORUSA
| | - John M. Townes
- Division of Infectious DiseasesDepartment of MedicineSchool of MedicineOregon Health and Science UniversityPortlandORUSA
| | - Robert G. Martindale
- Division of Gastrointestinal and General SurgerySchool of MedicineOregon Health and Science UniversityPortlandORUSA
| | - William B. Messer
- Department of Molecular Microbiology and ImmunologyOregon Health and Science UniversityPortlandORUSA
| | - Kevin G. Van Den Wymelenberg
- Biology and the Built Environment CenterUniversity of OregonEugeneORUSA
- Institute for Health in the Built EnvironmentUniversity of OregonPortlandORUSA
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30
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Kwiatkowska R, Yaxley N, Moore G, Bennett A, Donati M, Love N, Vivancos R, Hickman M, Ready DR. Environmental screening for SARS-CoV-2 in long term care facilities: lessons from a pilot study. Wellcome Open Res 2021. [DOI: 10.12688/wellcomeopenres.17047.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: The SARS-CoV-2 pandemic has highlighted the risk of infection transmission in long-term care facilities (LTCF) and the vulnerability of resident populations. It is essential to understand the environmental spread of the virus and risk of indirect transmission to inform Infection Prevention and Control (IPC) measures in these settings. Methods: Upon notification of SARS-CoV-2 outbreaks, LTCF within a local authority in the South West of England were approached to take part in this pilot study. Investigators visited to swab common touch-points and elevated ‘non-touch’ surfaces and samples were analysed for presence of SARS-CoV-2 genetic material (RNA). Data were collected regarding LTCF infrastructure, staff behaviours, clinical and epidemiological risk factors for infection (staff and residents), and IPC measures. Criteria for success were: recruitment of three LTCF; detection of SARS-COV-2 RNA; variation in proportion of SARS-CoV-2 positive surfaces by sampling zone; potential to assess infection risk from SARS-CoV-2 positive surfaces. Results: Three LTCFs were recruited, ranging in size and resident demographics. Outbreaks lasted 63, 50 and 30 days with resident attack rates of 53%, 40% and 8%, respectively. The proportion of sample sites on which SARS-CoV-2 was detected was highest in rooms occupied by infected residents and varied elsewhere in the LTCF, with low levels in a facility implementing enhanced IPC measures. The heterogeneity of settings and difficulty obtaining data made it difficult to assess association between environmental contamination and infection. Elevated surfaces were more likely to test positive for SARS-CoV-2 RNA than common touch-points. Conclusions: SARS-CoV-2 RNA can be detected in a variety of LTCF outbreak settings. We identified variation in environmental spread which could be associated with implementation of IPC measures, though we were unable to assess the impact on infection risk. Sampling elevated surfaces could add to ongoing public health surveillance for SARS-CoV-2 and other airborne pathogens in LTCF.
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31
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Escandón K, Rasmussen AL, Bogoch II, Murray EJ, Escandón K, Popescu SV, Kindrachuk J. COVID-19 false dichotomies and a comprehensive review of the evidence regarding public health, COVID-19 symptomatology, SARS-CoV-2 transmission, mask wearing, and reinfection. BMC Infect Dis 2021; 21:710. [PMID: 34315427 PMCID: PMC8314268 DOI: 10.1186/s12879-021-06357-4] [Citation(s) in RCA: 90] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 06/24/2021] [Indexed: 02/07/2023] Open
Abstract
Scientists across disciplines, policymakers, and journalists have voiced frustration at the unprecedented polarization and misinformation around coronavirus disease 2019 (COVID-19) pandemic. Several false dichotomies have been used to polarize debates while oversimplifying complex issues. In this comprehensive narrative review, we deconstruct six common COVID-19 false dichotomies, address the evidence on these topics, identify insights relevant to effective pandemic responses, and highlight knowledge gaps and uncertainties. The topics of this review are: 1) Health and lives vs. economy and livelihoods, 2) Indefinite lockdown vs. unlimited reopening, 3) Symptomatic vs. asymptomatic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, 4) Droplet vs. aerosol transmission of SARS-CoV-2, 5) Masks for all vs. no masking, and 6) SARS-CoV-2 reinfection vs. no reinfection. We discuss the importance of multidisciplinary integration (health, social, and physical sciences), multilayered approaches to reducing risk ("Emmentaler cheese model"), harm reduction, smart masking, relaxation of interventions, and context-sensitive policymaking for COVID-19 response plans. We also address the challenges in understanding the broad clinical presentation of COVID-19, SARS-CoV-2 transmission, and SARS-CoV-2 reinfection. These key issues of science and public health policy have been presented as false dichotomies during the pandemic. However, they are hardly binary, simple, or uniform, and therefore should not be framed as polar extremes. We urge a nuanced understanding of the science and caution against black-or-white messaging, all-or-nothing guidance, and one-size-fits-all approaches. There is a need for meaningful public health communication and science-informed policies that recognize shades of gray, uncertainties, local context, and social determinants of health.
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Affiliation(s)
- Kevin Escandón
- School of Medicine, Universidad del Valle, Cali, Colombia.
| | - Angela L Rasmussen
- Vaccine and Infectious Disease Organization, University of Saskatchewan, Saskatoon, Canada
- Georgetown Center for Global Health Science and Security, Georgetown University, Washington, DC, USA
| | - Isaac I Bogoch
- Division of Infectious Diseases, University of Toronto, Toronto General Hospital, Toronto, Canada
| | - Eleanor J Murray
- Department of Epidemiology, Boston University School of Public Health, Boston, USA
| | - Karina Escandón
- Department of Anthropology, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Saskia V Popescu
- Georgetown Center for Global Health Science and Security, Georgetown University, Washington, DC, USA
- Schar School of Policy and Government, George Mason University, Fairfax, VA, USA
| | - Jason Kindrachuk
- Vaccine and Infectious Disease Organization, University of Saskatchewan, Saskatoon, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
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32
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Polastri M, Pehlivan E. Preventing indoor contamination in private physiotherapy practices. INTERNATIONAL JOURNAL OF THERAPY AND REHABILITATION 2021. [DOI: 10.12968/ijtr.2021.0118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Massimiliano Polastri
- Department of Continuity of Care and Disability, Physical Medicine and Rehabilitation, St Orsola University Hospital, Bologna, Italy
| | - Esra Pehlivan
- Department of Physical Therapy and Rehabilitation, University of Health Sciences Turkey, School of Health Sciences, Istanbul, Turkey
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