51
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Li P, Koziel JA, Macedo N, Zimmerman JJ, Wrzesinski D, Sobotka E, Balderas M, Walz WB, Paris RV, Lee M, Liu D, Yedilbayev B, Ramirez BC, Jenks WS. Evaluation of an Air Cleaning Device Equipped with Filtration and UV: Comparison of Removal Efficiency on Particulate Matter and Viable Airborne Bacteria in the Inlet and Treated Air. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16135. [PMID: 36498208 PMCID: PMC9735963 DOI: 10.3390/ijerph192316135] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 11/29/2022] [Accepted: 12/01/2022] [Indexed: 06/17/2023]
Abstract
Since the COVID-19 pandemic, improving indoor air quality (IAQ) has become vital for the public as COVID-19 and other infectious diseases can transmit via inhalable aerosols. Air cleaning devices with filtration and targeted pollutant treatment capabilities can help improve IAQ. However, only a few filtration/UV devices have been formally tested for their effectiveness, and little data is publicly available and UV doses comparable. In this research, we upgraded a particulate matter (PM) air filtration prototype by adding UV-C (germicidal) light. We developed realistic UV dose metrics for fast-moving air and selected performance scenarios to quantify the mitigation effect on viable airborne bacteria and PM. The targeted PM included total suspended particulate (TSP) and a coarse-to-fine range sized at PM10, PM4, PM2.5, and PM1. The PM and viable airborne bacteria concentrations were compared between the inlet and outlet of the prototype at 0.5 and 1.0 m3/s (low and high) air flow modes. The upgraded prototype inactivated nearly 100% of viable airborne bacteria and removed up to 97% of TSP, 91% of PM10, 87% of PM4, 87% of PM2.5, and 88% of PM1. The performance in the low flow rate mode was generally better than in the high flow rate mode. The combination of filtration and UV-C treatment provided 'double-barrier' assurance for air purification and lowered the risk of spreading infectious micro-organisms.
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Affiliation(s)
- Peiyang Li
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
| | - Jacek A. Koziel
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
- Livestock Nutrient Management Research Unit, USDA-ARS Conservation & Production Research Laboratory, Bushland, TX 79012, USA
| | - Nubia Macedo
- Department of Veterinary Diagnostic and Production Animal Medicine, Iowa State University, Ames, IA 50011, USA
| | - Jeffrey J. Zimmerman
- Department of Veterinary Diagnostic and Production Animal Medicine, Iowa State University, Ames, IA 50011, USA
| | - Danielle Wrzesinski
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
| | - Erin Sobotka
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
| | - Mateo Balderas
- Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA
| | - William B. Walz
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
| | | | - Myeongseong Lee
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
- Department of Animal Science, Texas A&M University, College Station, TX 77843, USA
| | - Dongjie Liu
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Bauyrzhan Yedilbayev
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
- Department of Geography and Environmental Sciences, al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Brett C. Ramirez
- Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, IA 50011, USA
| | - William S. Jenks
- Department of Chemistry, Iowa State University, Ames, IA 50011, USA
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52
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Sahito A, Fatmi Z, Kadir MM, Arif F. Indoor Urban Environment and Conventional Risk Factors for Pediatric Tuberculosis Among 1-12 Years Old Children in a Megacity in Pakistan: A Matched Case-Control Study. PEDIATRIC ALLERGY, IMMUNOLOGY, AND PULMONOLOGY 2022; 35:158-165. [PMID: 36537702 DOI: 10.1089/ped.2021.0094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Background: Estimated 1.1 million children developed tuberculosis (TB) globally in 2020. Household air pollution has been associated with increased respiratory tract infections among children. Nonetheless, there are scarce data regarding the association of indoor environment with pediatric TB. Objectives: To determine the association of indoor urban environment and conventional risk factors for pulmonary TB among children 1-12 years and to discern the differences of these factors among younger (1-5 years) and older children (6-12 years). Materials and Methods: We conducted an age-matched case-control study among children in 2 hospitals (tertiary and secondary care) in megacity, Karachi, Pakistan. A total of 143 pulmonary TB cases, diagnosed on Pakistan Paediatric Association Scoring Chart for Diagnosis of Tuberculosis (PPASCT), were compared with 286 age-matched controls (ratio 1:2). Indoor urban environment and other conventional risk factors were ascertained through a questionnaire and analyzed by conditional logistic regression. Results: Overall, being a female child [matched odds ratio (mOR): 2.03, 95% confidence interval (CI): 1.16-3.53], having household TB contact (mOR: 8.64, 95% CI: 4.82-15.49), open kitchen for cooking in household (mOR: 1.99, 95% CI: 1.59-5.66), and poorly ventilated house (mOR: 2.37, 95% CI: 1.09-3.65) increased the risk of TB among children (1-12 years). Open kitchen was a risk factor for younger children (1-5 years), whereas poorly ventilated house and being female child was a risk factor for older children (6-12 years), respectively. Conclusions: This study strengthens the evidence that a poor indoor environment increases the risk for childhood TB. Concerted efforts are needed to improve the indoor air environment in urban areas for prevention of TB in addition to addressing the conventional risk factors.
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Affiliation(s)
- Ambreen Sahito
- Department of Community Medicine, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan.,Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - Zafar Fatmi
- Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | | | - Fehmina Arif
- Department of Paediatrics, Civil Hospital, Karachi, Pakistan
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53
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Argyropoulos CD, Skoulou V, Efthimiou G, Michopoulos AK. Airborne transmission of biological agents within the indoor built environment: a multidisciplinary review. AIR QUALITY, ATMOSPHERE, & HEALTH 2022; 16:477-533. [PMID: 36467894 PMCID: PMC9703444 DOI: 10.1007/s11869-022-01286-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
The nature and airborne dispersion of the underestimated biological agents, monitoring, analysis and transmission among the human occupants into building environment is a major challenge of today. Those agents play a crucial role in ensuring comfortable, healthy and risk-free conditions into indoor working and leaving spaces. It is known that ventilation systems influence strongly the transmission of indoor air pollutants, with scarce information although to have been reported for biological agents until 2019. The biological agents' source release and the trajectory of airborne transmission are both important in terms of optimising the design of the heating, ventilation and air conditioning systems of the future. In addition, modelling via computational fluid dynamics (CFD) will become a more valuable tool in foreseeing risks and tackle hazards when pollutants and biological agents released into closed spaces. Promising results on the prediction of their dispersion routes and concentration levels, as well as the selection of the appropriate ventilation strategy, provide crucial information on risk minimisation of the airborne transmission among humans. Under this context, the present multidisciplinary review considers four interrelated aspects of the dispersion of biological agents in closed spaces, (a) the nature and airborne transmission route of the examined agents, (b) the biological origin and health effects of the major microbial pathogens on the human respiratory system, (c) the role of heating, ventilation and air-conditioning systems in the airborne transmission and (d) the associated computer modelling approaches. This adopted methodology allows the discussion of the existing findings, on-going research, identification of the main research gaps and future directions from a multidisciplinary point of view which will be helpful for substantial innovations in the field.
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Affiliation(s)
| | - Vasiliki Skoulou
- B3 Challenge Group, Chemical Engineering, School of Engineering, University of Hull, Cottingham Road, Hull, HU6 7RX UK
| | - Georgios Efthimiou
- Centre for Biomedicine, Hull York Medical School, University of Hull, Cottingham Road, Hull, HU6 7RX UK
| | - Apostolos K. Michopoulos
- Energy & Environmental Design of Buildings Research Laboratory, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
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54
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Chen CY, Chen PH, Chen JK, Su TC. Recommendations for ventilation of remodeled negative-pressure isolation wards for COVID-19 patients: A comparison of international guidelines. J Formos Med Assoc 2022; 122:91-97. [PMID: 36476674 PMCID: PMC9691448 DOI: 10.1016/j.jfma.2022.11.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/20/2022] [Indexed: 11/26/2022] Open
Abstract
This mini-review provides the practice guideline recommendations for ventilation of remodeled negative-pressure isolation wards for COVID-19 Patients. Remodeled "quasi-negative-pressure" isolation wards had been proved a feasible, inexpensive, safe, and effective measure to contain nosocomial outbreaks. We should first determine the minimum required ventilation volume of an isolation ward based on the severity of COVID-19 patients. Mechanical ventilation remains the mainstay for achieving the requirement, while the assistance of recirculation is also helpful. Beyond adequate ventilation volume, the "clean to less-clean" directional airflow remains the golden rule for the solution of indoor ventilation. The virus-laden exhaust should be treated with HEPA/UV device or be kept away from living organisms, buildings, and air inlets.
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Affiliation(s)
- Chung-Yen Chen
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital Yunlin Branch, Taiwan,Department of Environmental and Occupational Medicine, National Taiwan University Hospital, Taiwan,Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taiwan
| | - Ping-Hui Chen
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital, Taiwan,Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taiwan,Department of Environmental and Occupational Medicine, National Taiwan University Hospital Hsin-Chu Branch, Taiwan
| | - Jia-Kun Chen
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taiwan,Corresponding author. No. 17, Xu-Zhou Road, Taipei 10055, Taiwan. Fax: +886 2 3366-8114
| | - Ta-Chen Su
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital, Taiwan,Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taiwan
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55
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Chamberlain HR, Lazar AN, Tatem AJ. High-resolution estimates of social distancing feasibility, mapped for urban areas in sub-Saharan Africa. Sci Data 2022; 9:711. [PMCID: PMC9673897 DOI: 10.1038/s41597-022-01799-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 10/21/2022] [Indexed: 11/19/2022] Open
Abstract
AbstractSocial distancing has been widely-implemented as a public health measure during the COVID-19 pandemic. Despite widespread application of social distancing guidance, the feasibility of people adhering to such guidance varies in different settings, influenced by population density, the built environment and a range of socio-economic factors. Social distancing constraints however have only been identified and mapped for limited areas. Here, we present an ease of social distancing index, integrating metrics on urban form and population density derived from new multi-country building footprint datasets and gridded population estimates. The index dataset provides estimates of social distancing feasibility, mapped at high-resolution for urban areas across 50 countries in sub-Saharan Africa.
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56
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Reducing the spread of COVID-19 transmission through analysis of the evolving building ventilation systems guidance. FACILITIES 2022. [DOI: 10.1108/f-02-2022-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Purpose
The purpose of this study was to examine how data from the World Health Organization, United States Environmental Protection Agency and Center for Disease Control have evolved with relation to engineering controls for heating, ventilation and air-conditioning (HVAC) systems to mitigate the spread of spread of aerosols (specifically related to the COVID-19 pandemic) in occupied buildings.
Design/methodology/approach
A document analysis of the pandemic-focused position documents from the aforementioned public health agencies and national HVAC authorities was performed. This review targeted a range of evidence from recommendations, best practices, codes and regulations and peer-reviewed publications and evaluated how they cumulatively evolved over time. Data was compared between 2020 and 2021.
Findings
This research found that core information provided early in the pandemic (i.e. early 2020) for engineering controls in building HVAC systems did not vary greatly as knowledge of the pandemic evolved (i.e. in June of 2021). This indicates that regulating agencies had a good, early understanding of how airborne viruses spread through building ventilation systems. The largest evolution in knowledge came from the broader acceptance of building ventilation as a transmission route and the increase in publications and ease of access to the information for the general public over time.
Originality/value
The promotion of the proposed controls for ventilation in buildings, as outlined in this paper, is another step toward reducing the spread of COVID-19 and future aerosol spread viruses by means of ventilation.
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57
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Beckwith PG, Karat AS, Govender I, Deol AK, McCreesh N, Kielmann K, Baisley K, Grant AD, Yates TA. Direct estimates of absolute ventilation and estimated Mycobacterium tuberculosis transmission risk in clinics in South Africa. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000603. [PMID: 36962521 PMCID: PMC10021606 DOI: 10.1371/journal.pgph.0000603] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 10/03/2022] [Indexed: 11/07/2022]
Abstract
Healthcare facilities are important sites for the transmission of pathogens spread via bioaerosols, such as Mycobacterium tuberculosis. Natural ventilation can play an important role in reducing this transmission. We aimed to measure rates of natural ventilation in clinics in KwaZulu-Natal and Western Cape provinces, South Africa, then use these measurements to estimate Mycobacterium tuberculosis transmission risk. We measured ventilation in clinic spaces using a tracer-gas release method. In spaces where this was not possible, we estimated ventilation using data on indoor and outdoor carbon dioxide levels. Ventilation was measured i) under usual conditions and ii) with all windows and doors fully open. Under various assumptions about infectiousness and duration of exposure, measured absolute ventilation rates were related to risk of Mycobacterium tuberculosis transmission using the Wells-Riley Equation. In 2019, we obtained ventilation measurements in 33 clinical spaces in 10 clinics: 13 consultation rooms, 16 waiting areas and 4 other clinical spaces. Under usual conditions, the absolute ventilation rate was much higher in waiting rooms (median 1769 m3/hr, range 338-4815 m3/hr) than in consultation rooms (median 197 m3/hr, range 0-1451 m3/hr). When compared with usual conditions, fully opening existing doors and windows resulted in a median two-fold increase in ventilation. Using standard assumptions about infectiousness, we estimated that a health worker would have a 24.8% annual risk of becoming infected with Mycobacterium tuberculosis, and that a patient would have an 0.1% risk of becoming infected per visit. Opening existing doors and windows and rearranging patient pathways to preferentially use better ventilated clinic spaces result in important reductions in Mycobacterium tuberculosis transmission risk. However, unless combined with other tuberculosis infection prevention and control interventions, these changes are insufficient to reduce risk to health workers, and other highly exposed individuals, to acceptable levels.
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Affiliation(s)
- Peter G. Beckwith
- Department of Medicine, University of Cape Town, Cape Town, South Africa
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Aaron S. Karat
- Department of Medicine, University of Cape Town, Cape Town, South Africa
- The Institute for Global Health and Development, Queen Margaret University, Edinburgh, United Kingdom
| | - Indira Govender
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Africa Health Research Institute, School of Laboratory Medicine & Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Arminder K. Deol
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Nicky McCreesh
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Karina Kielmann
- The Institute for Global Health and Development, Queen Margaret University, Edinburgh, United Kingdom
- Institute of Tropical Medicine, Antwerp, Belgium
| | - Kathy Baisley
- Department of Infectious Disease Epidemiology, The London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Alison D. Grant
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Africa Health Research Institute, School of Laboratory Medicine & Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Tom A. Yates
- Division of Infection and Immunity, Faculty of Medicine, University College London, London, United Kingdom
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58
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Bertone M, Mikszewski A, Stabile L, Riccio G, Cortellessa G, d'Ambrosio FR, Papa V, Morawska L, Buonanno G. Assessment of SARS-CoV-2 airborne infection transmission risk in public buses. GEOSCIENCE FRONTIERS 2022; 13:101398. [PMID: 37521135 PMCID: PMC9006420 DOI: 10.1016/j.gsf.2022.101398] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 03/25/2022] [Accepted: 04/11/2022] [Indexed: 05/07/2023]
Abstract
Public transport environments are thought to play a key role in the spread of SARS-CoV-2 worldwide. Indeed, high crowding indexes (i.e. high numbers of people relative to the vehicle size), inadequate clean air supply, and frequent extended exposure durations make transport environments potential hotspots for transmission of respiratory infections. During the COVID-19 pandemic, generic mitigation measures (e.g. physical distancing) have been applied without also considering the airborne transmission route. This is due to the lack of quantified data about airborne contagion risk in transport environments. In this study, we apply a novel combination of close proximity and room-scale risk assessment approaches for people sharing public transport environments to predict their contagion risk due to SARS-CoV-2 respiratory infection. In particular, the individual infection risk of susceptible subjects and the transmissibility of SARS-CoV-2 (expressed through the reproduction number) are evaluated for two types of buses, differing in terms of exposure time and crowding index: urban and long-distance buses. Infection risk and reproduction number are calculated for different scenarios as a function of the ventilation rates (both measured and estimated according to standards), crowding indexes, and travel times. The results show that for urban buses, the close proximity contribution significantly affects the maximum occupancy to maintain a reproductive number of <1. In particular, full occupancy of the bus would be permitted only for an infected subject breathing, whereas for an infected subject speaking, masking would be required. For long-distance buses, full occupancy of the bus can be maintained only if specific mitigation solutions are simultaneously applied. For example, for an infected person speaking for 1 h, appropriate filtration of the recirculated air and simultaneous use of FFP2 masks would permit full occupancy of the bus for a period of almost 8 h. Otherwise, a high percentage of immunized persons (>80%) would be needed.
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Affiliation(s)
- M Bertone
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - A Mikszewski
- CIUS Building Performance Lab, The City University of New York, New York, NY, USA
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - L Stabile
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - G Riccio
- Department of Industrial Engineering, University of Naples "Federico II", Italy
| | - G Cortellessa
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - F R d'Ambrosio
- Department of Industrial Engineering, University of Salerno, Italy
| | - V Papa
- Department of Motor Sciences and Wellness, University of Naples "Parthenope", Italy
| | - L Morawska
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - G Buonanno
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
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59
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Mukherjee D, Wadhwa G. A mesoscale agent based modeling framework for flow-mediated infection transmission in indoor occupied spaces. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2022; 401:115485. [PMID: 36035085 PMCID: PMC9391028 DOI: 10.1016/j.cma.2022.115485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The ongoing Covid-19 pandemic, and its associated public health and socioeconomic burden, has reaffirmed the necessity for a comprehensive understanding of flow-mediated infection transmission in occupied indoor spaces. This is an inherently multiscale problem, and suitable investigation approaches that can enable evidence-based decision-making for infection control strategies, interventions, and policies; will need to account for flow physics, and occupant behavior. Here, we present a mesoscale infection transmission model for human occupied indoor spaces, by integrating an agent-based human interaction model with a flow physics model for respiratory droplet dynamics and transport. We outline the mathematical and algorithmic details of the modeling framework, and demonstrate its validity using two simple simulation scenarios that verify each of the major sub-models. We then present a detailed case-study of infection transmission in a model indoor space with 60 human occupants; using a systematic set of simulations representing various flow scenarios. Data from the simulations illustrate the utility and efficacy of the devised mesoscale model in resolving flow-mediated infection transmission; and elucidate key trends in infection transmission dynamics amongst the human occupants.
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Affiliation(s)
- Debanjan Mukherjee
- Paul M Rady Department of Mechanical Engineering, University of Colorado Boulder, Boulder, CO, USA
| | - Gauri Wadhwa
- Department of Aerospace Engineering, Indian Institute of Technology, Kharagpur, India
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60
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Correia G, Rodrigues L, Afonso M, Mota M, Oliveira J, Soares R, Tomás AL, Reichel A, Silva PM, Costa JJ, da Silva MG, Santos NC, Gonçalves T. SARS-CoV-2 air and surface contamination in residential settings. Sci Rep 2022; 12:18058. [PMID: 36302823 PMCID: PMC9610309 DOI: 10.1038/s41598-022-22679-y] [Citation(s) in RCA: 9] [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: 07/08/2022] [Accepted: 10/18/2022] [Indexed: 01/24/2023] Open
Abstract
SARS-CoV-2 transmission occurs mainly indoors, through virus-laden airborne particles. Although the presence and infectivity of SARS-CoV-2 in aerosol are now acknowledged, the underlying circumstances for its occurrence are still under investigation. The contamination of domiciliary environments during the isolation of SARS-CoV-2-infected patients in their respective rooms in individual houses and in a nursing home was investigated by collecting surface and air samples in these environments. Surface contamination was detected in different contexts, both on high and low-touch surfaces. To determine the presence of virus particles in the air, two sampling methodologies were used: air and deposition sampling. Positive deposition samples were found in sampling locations above the patient's height, and SARS-CoV-2 RNA was detected in impactation air samples within a size fraction below 2.5 μm. Surface samples rendered the highest positivity rate and persistence for a longer period. The presence of aerosolized SARS-CoV-2 RNA occurred mainly in deposition samples and closer to symptom onset. To evaluate the infectivity of selected positive samples, SARS-CoV-2 viability assays were performed, but our study was not able to validate the virus viability. The presented results confirm the presence of aerosolized SARS-CoV-2 RNA in indoor compartments occupied by COVID-19 patients with mild symptoms, in the absence of aerosol-generating clinical procedures.
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Affiliation(s)
- Gil Correia
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal.
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal.
- ARS Centro, IP, Alameda Júlio Henriques, 3000-457, Coimbra, Portugal.
| | - Luís Rodrigues
- Universitary Clinic of Nephrology, Faculty of Medicine University of Coimbra Nephrology Service, Hospital and University Center of Coimbra, Coimbra, Portugal
| | - Mariana Afonso
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal
| | - Marta Mota
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal
| | - Joana Oliveira
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal
| | - Rui Soares
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal
- Department of Clinical Pathology, Instituto Português de Oncologia de Coimbra Francisco Gentil EPE, 3000-075, Coimbra, Portugal
| | - Ana Luísa Tomás
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal
| | - Anna Reichel
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal
| | - Patrícia M Silva
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal
| | - José J Costa
- ADAI, Department of Mechanical Engineering, Univ Coimbra, Rua Luís Reis Santos, Pólo II, 3030-788, Coimbra, Portugal
| | - Manuel Gameiro da Silva
- ADAI, Department of Mechanical Engineering, Univ Coimbra, Rua Luís Reis Santos, Pólo II, 3030-788, Coimbra, Portugal
| | - Nuno C Santos
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal
| | - Teresa Gonçalves
- FMUC, Faculty of Medicine, Univ Coimbra, Rua Larga, 3004-504, Coimbra, Portugal.
- Medical Microbiology Research Group, CNC-Center for Neurosciences and Cell Biology, 3004-504, Coimbra, Portugal.
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61
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Thornton GM, Fleck BA, Dandnayak D, Kroeker E, Zhong L, Hartling L. The impact of heating, ventilation and air conditioning (HVAC) design features on the transmission of viruses, including the 2019 novel coronavirus (COVID-19): A systematic review of humidity. PLoS One 2022; 17:e0275654. [PMID: 36215321 PMCID: PMC9550073 DOI: 10.1371/journal.pone.0275654] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 09/21/2022] [Indexed: 11/06/2022] Open
Abstract
The aerosol route has been a pathway for transmission of many viruses. Similarly, recent evidence has determined aerosol transmission for SARS-CoV-2 to be significant. Consequently, public health officials and professionals have sought data regarding the role of Heating, Ventilation, and Air Conditioning (HVAC) features as a means to mitigate transmission of viruses, particularly coronaviruses. Using international standards, a systematic review was conducted to comprehensively identify and synthesize research examining the effect of humidity on transmission of coronaviruses and influenza. The results from 24 relevant studies showed that: increasing from mid (40-60%) to high (>60%) relative humidity (RH) for SARS-CoV-2 was associated with decreased virus survival; although SARS-CoV-2 results appear consistent, coronaviruses do not all behave the same; increasing from low (<40%) to mid RH for influenza was associated with decreased persistence, infectivity, viability, and survival, however effects of increased humidity from mid to high for influenza were not consistent; and medium, temperature, and exposure time were associated with inconsistency in results for both coronaviruses and influenza. Adapting humidity to mitigate virus transmission is complex. When controlling humidity as an HVAC feature, practitioners should take into account virus type and temperature. Future research should also consider the impact of exposure time, temperature, and medium when designing experiments, while also working towards more standardized testing procedures. Clinical trial registration: PROSPERO 2020 CRD42020193968.
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Affiliation(s)
- Gail M. Thornton
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Brian A. Fleck
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Dhyey Dandnayak
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Emily Kroeker
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Lexuan Zhong
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Lisa Hartling
- Alberta Research Centre for Health Evidence, Department of Pediatrics, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Canada
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McLeod RS, Hopfe CJ, Bodenschatz E, Moriske HJ, Pöschl U, Salthammer T, Curtius J, Helleis F, Niessner J, Herr C, Klimach T, Seipp M, Steffens T, Witt C, Willich SN. A multi-layered strategy for COVID-19 infection prophylaxis in schools: A review of the evidence for masks, distancing, and ventilation. INDOOR AIR 2022; 32:e13142. [PMID: 36305077 PMCID: PMC9827916 DOI: 10.1111/ina.13142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/03/2022] [Accepted: 10/06/2022] [Indexed: 11/05/2022]
Abstract
Implications for the academic and interpersonal development of children and adolescents underpin a global political consensus to maintain in-classroom teaching during the ongoing COVID-19 pandemic. In support of this aim, the WHO and UNICEF have called for schools around the globe to be made safer from the risk of COVID-19 transmission. Detailed guidance is needed on how this goal can be successfully implemented in a wide variety of educational settings in order to effectively mitigate impacts on the health of students, staff, their families, and society. This review provides a comprehensive synthesis of current scientific evidence and emerging standards in relation to the use of layered prevention strategies (involving masks, distancing, and ventilation), setting out the basis for their implementation in the school environment. In the presence of increasingly infectious SARS-Cov-2 variants, in-classroom teaching can only be safely maintained through a layered strategy combining multiple protective measures. The precise measures that are needed at any point in time depend upon a number of dynamic factors, including the specific threat-level posed by the circulating variant, the level of community infection, and the political acceptability of the resultant risk. By consistently implementing appropriate prophylaxis measures, evidence shows that the risk of infection from in-classroom teaching can be dramatically reduced. Current studies indicate that wearing high-quality masks and regular testing are amongst the most important measures in preventing infection transmission; whilst effective natural and mechanical ventilation systems have been shown to reduce infection risks in classrooms by over 80%.
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Affiliation(s)
- Robert S McLeod
- Institute for Building Physics, Services and Construction, Graz University of Technology, Graz, Austria
| | - Christina J Hopfe
- Institute for Building Physics, Services and Construction, Graz University of Technology, Graz, Austria
| | - Eberhard Bodenschatz
- Max Planck Institute for Dynamics and Self-Organization, Gottingen, Germany
- Georg-August-University Göttingen, Gottingen, Germany
| | | | - Ulrich Pöschl
- Max Planck Institute for Chemistry, Mainz, Germany
- Johannes Gutenberg University Mainz, Mainz, Germany
| | | | | | | | | | - Caroline Herr
- Ludwig-Maximilian-University Munich, Munich, Germany
| | | | - Martin Seipp
- Technical University of Central Hesse, Giessen, Germany
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63
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McCreesh N, Mohlamonyane M, Edwards A, Olivier S, Dikgale K, Dayi N, Gareta D, Wood R, Grant AD, White RG, Middelkoop K. Improving Estimates of Social Contact Patterns for Airborne Transmission of Respiratory Pathogens. Emerg Infect Dis 2022; 28:2016-2026. [PMID: 36048756 PMCID: PMC9514345 DOI: 10.3201/eid2810.212567] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Data on social contact patterns are widely used to parameterize age-mixing matrices in mathematical models of infectious diseases. Most studies focus on close contacts only (i.e., persons spoken with face-to-face). This focus may be appropriate for studies of droplet and short-range aerosol transmission but neglects casual or shared air contacts, who may be at risk from airborne transmission. Using data from 2 provinces in South Africa, we estimated age mixing patterns relevant for droplet transmission, nonsaturating airborne transmission, and Mycobacterium tuberculosis transmission, an airborne infection where saturation of household contacts occurs. Estimated contact patterns by age did not vary greatly between the infection types, indicating that widespread use of close contact data may not be resulting in major inaccuracies. However, contact in persons >50 years of age was lower when we considered casual contacts, and therefore the contribution of older age groups to airborne transmission may be overestimated.
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64
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Schimmoller BJ, Trovão NS, Isbell M, Goel C, Heck BF, Archer TC, Cardinal KD, Naik NB, Dutta S, Rohr Daniel A, Beheshti A. COVID-19 Exposure Assessment Tool (CEAT): Exposure quantification based on ventilation, infection prevalence, group characteristics, and behavior. SCIENCE ADVANCES 2022; 8:eabq0593. [PMID: 36179034 PMCID: PMC9524836 DOI: 10.1126/sciadv.abq0593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 08/17/2022] [Indexed: 06/16/2023]
Abstract
The coronavirus disease 2019 (COVID-19) Exposure Assessment Tool (CEAT) allows users to compare respiratory relative risk to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) for various scenarios, providing understanding of how combinations of protective measures affect risk. CEAT incorporates mechanistic, stochastic, and epidemiological factors including the (i) emission rate of virus, (ii) viral aerosol degradation and removal, (iii) duration of activity/exposure, (iv) inhalation rates, (v) ventilation rates (indoors/outdoors), (vi) volume of indoor space, (vii) filtration, (viii) mask use and effectiveness, (ix) distance between people (taking into account both near-field and far-field effects of proximity), (x) group size, (xi) current infection rates by variant, (xii) prevalence of infection and immunity in the community, (xiii) vaccination rates, and (xiv) implementation of COVID-19 testing procedures. CEAT applied to published studies of COVID-19 transmission events demonstrates the model's accuracy. We also show how health and safety professionals at NASA Ames Research Center used CEAT to manage potential risks posed by SARS-CoV-2 exposures.
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Affiliation(s)
- Brian J. Schimmoller
- Signature Science LLC, Austin, TX 78759, USA
- COVID-19 International Research Team, Medford, MA 02155, USA
| | - Nídia S. Trovão
- COVID-19 International Research Team, Medford, MA 02155, USA
- Fogarty International Center, National Institutes of Health, Bethesda, MD 20892, USA
| | | | - Chirag Goel
- COVID-19 International Research Team, Medford, MA 02155, USA
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Benjamin F. Heck
- Bastion Technologies, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Tenley C. Archer
- COVID-19 International Research Team, Medford, MA 02155, USA
- Biomea Fusion Inc., Redwood City, CA 94063, USA
| | - Klint D. Cardinal
- Leidos Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Neil B. Naik
- Leidos Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Som Dutta
- COVID-19 International Research Team, Medford, MA 02155, USA
- Mechanical and Aerospace Engineering, Utah State University, Logan, UT 84332, USA
| | - Ahleah Rohr Daniel
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
| | - Afshin Beheshti
- COVID-19 International Research Team, Medford, MA 02155, USA
- KBR, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA 94035, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
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65
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Zheng J, Tao Q, Chen Y. Airborne infection risk of inter-unit dispersion through semi-shaded openings: A case study of a multi-storey building with external louvers. BUILDING AND ENVIRONMENT 2022; 225:109586. [PMID: 36105610 PMCID: PMC9461617 DOI: 10.1016/j.buildenv.2022.109586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/17/2022] [Accepted: 09/05/2022] [Indexed: 06/15/2023]
Abstract
Building design for natural ventilation and indoor air quality have become increasingly important during the past decades. Investigating airflow routes of airborne transmission and evaluating the potential infection risk in the multi-storey building is helpful to the reduction of airborne transmission. Therefore, this study applies computational fluid dynamics simulations to investigate the inter-unit dispersion pattern of gaseous pollutant between different units through semi-shaded openings. The airflow exchange and pollutant dispersion in a multi-storey building is driven by wind-induced natural ventilation. External shading louvers, which are widely used in building facades to reduce heat gain from solar radiation, are chosen to establish the semi-shaded environment. Experimental validation is performed to make sure the accuracy of numerical settings in airflow investigation of semi-shaded openings. The airflow characteristics around semi-shaded openings is analyzed in the numerical simulations. The re-entry ratio of tracer gas and the airborne infection risk of COVID-19 is investigated in the cases with different louvers' locations and source units. The results show that the airflow is commonly slower in the semi-shaded space between louvers and openings. But the ventilation rate is not always consistent with the airflow speed because of the diversion effect from louver slats. The inter-unit infectious risk in the worst unit rises from 7.82% to 26.17% for windward shading, while it rises from 7.89% to 22.52% for leeward shading. These results are helpful to the further understanding of inter-unit transmission of infectious respiratory aerosols through external openings with complex structures.
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Affiliation(s)
- Jianwen Zheng
- College of Mechanical and Energy Engineering, Jimei University, Xiamen, 361021, China
| | - Qiuhua Tao
- College of Mechanical and Energy Engineering, Jimei University, Xiamen, 361021, China
- Fujian Province Key Laboratory of Energy Cleaning Utilization and Development, Xiamen, 361021, China
| | - Yangui Chen
- College of Mechanical and Energy Engineering, Jimei University, Xiamen, 361021, China
- Fujian Province Key Laboratory of Energy Cleaning Utilization and Development, Xiamen, 361021, China
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66
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Ren J, Duan S, Guo L, Li H, Kong X. Effects of Return Air Inlets' Location on the Control of Fine Particle Transportation in a Simulated Hospital Ward. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11185. [PMID: 36141451 PMCID: PMC9517334 DOI: 10.3390/ijerph191811185] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 08/29/2022] [Accepted: 09/03/2022] [Indexed: 06/16/2023]
Abstract
The COVID-19 pandemic has made significant impacts on public health, including human exposure to airborne pathogens. In healthcare facilities, the locations of return air vents in ventilation systems may have important effects on lowering airborne SARS-CoV-2 transmission. This study conducted experiments to examine the influence of different return air vents' heights (0.7 m, 1.2 m, and 1.6 m) on the particle removal effects in a simulated patient ward. Three different ventilation systems were examined: top celling air supply-side wall return (TAS), underfloor air supply-side wall return (UFAS) and side wall air supply-side wall return (SAS). CFD simulation was applied to further study the effects of return air inlets' heights (0.3 m, 0.7 m, 1.2 m, 1.6 m, and 2.0 m) and air exchange rates. The technique for order of preference by similarity to ideal solution (TOPSIS) analysis was used to calculate the comprehensive scores of 60 scenarios using a multi-criterion method to obtain the optimal return air inlets' heights. Results showed that for each additional 0.5 m distance in most working conditions, the inhalation fraction index of medical staff could be reduced by about 5-20%. However, under certain working conditions, even though the distances between the patients and medical personnel were different, the optimal heights of return air vents were constant. For TAS and UFAS, the optimal return air inlets' height was 1.2 m, while for SAS, the best working condition was 1.6 m air supply and 0.7 m air return. At the optimum return air heights, the particle decay rate per hour of SAS was 75% higher than that of TAS, and the rate of particle decay per hour of SAS was 21% higher than that of UFAS. The location of return air inlets could further affect the operating cost-effectiveness of ventilation systems: the highest operating cost-effectiveness was 8 times higher than the lowest one.
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Affiliation(s)
- Jianlin Ren
- School of Energy and Environmental Engineering, Hebei University of Technology, Tianjin 300401, China
| | - Shasha Duan
- School of Energy and Environmental Engineering, Hebei University of Technology, Tianjin 300401, China
| | - Leihong Guo
- Tianjin Jin’an Thermal Power Co., Ltd., Tianjin 300130, China
| | - Hongwan Li
- Department of Biosystems & Agricultural Engineering, College of Engineering, Michigan State University, East Lansing, MI 48824, USA
| | - Xiangfei Kong
- School of Energy and Environmental Engineering, Hebei University of Technology, Tianjin 300401, China
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67
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Liu X, Kortoçi P, Motlagh NH, Nurmi P, Tarkoma S. A survey of COVID-19 in public transportation: Transmission risk, mitigation and prevention. MULTIMODAL TRANSPORTATION 2022. [PMCID: PMC9174338 DOI: 10.1016/j.multra.2022.100030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
The COVID-19 pandemic is posing significant challenges to public transport operators by drastically reducing demand while also requiring them to implement measures that minimize risks to the health of the passengers. While the collective scientific understanding of the SARS-CoV-2 virus and COVID-19 pandemic are rapidly increasing, currently there is a lack of understanding of how the COVID-19 relates to public transport operations. This article presents a comprehensive survey of the current research on COVID-19 transmission mechanisms and how they relate to public transport. We critically assess literature through a lens of disaster management and survey the main transmission mechanisms, forecasting, risks, mitigation, and prevention mechanisms. Social distancing and control on passenger density are found to be the most effective mechanisms. Computing and digital technology can support risk control. Based on our survey, we draw guidelines for public transport operators and highlight open research challenges to establish a research roadmap for the path forward.
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68
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Adzic F, Roberts BM, Hathway EA, Kaur Matharu R, Ciric L, Wild O, Cook M, Malki-Epshtein L. A post-occupancy study of ventilation effectiveness from high-resolution CO 2 monitoring at live theatre events to mitigate airborne transmission of SARS-CoV-2. BUILDING AND ENVIRONMENT 2022; 223:109392. [PMID: 35937085 PMCID: PMC9339161 DOI: 10.1016/j.buildenv.2022.109392] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/24/2022] [Accepted: 07/10/2022] [Indexed: 05/20/2023]
Abstract
Mass-gathering events were closed around the world in 2020 to minimise the spread of the SARS-CoV-2 virus. Emerging research on the transmission of SARS-CoV-2 emphasised the importance of sufficient ventilation. This paper presents the results of an indoor air quality (IAQ) monitoring study over 82 events in seven mechanically ventilated auditoria to support the UK government Events Research Programme. Indoor carbon dioxide concentration was measured at high resolution before, during, and after occupancy to allow for assessment of the ventilation systems. Generally, good indoor air quality was measured in all auditoria, with average IAQ found to be excellent or very good for 70% of spaces. In some auditoria, spatial variation in IAQ was identified, indicating poor mixing of the air. In addition, surface and air samples were taken and analysed for the presence of bacteria by culture and SARS-CoV-2 using RT-qPCR in one venue. SARS-CoV-2 RNA was detected on a small number of surfaces at very low copy numbers, which are unlikely to pose an infection risk. Under the ventilation strategies and occupancy levels investigated, it is likely that most theatres pose a low risk of long-range transmission of COVID-19.
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Affiliation(s)
- Filipa Adzic
- Department of Civil, Environmental and Geomatic Engineering, University College London, UK
| | - Ben M Roberts
- Building Energy Research Group, School of Architecture, Building and Civil Engineering, Loughborough University, UK
| | | | - Rupy Kaur Matharu
- Department of Civil, Environmental and Geomatic Engineering, University College London, UK
| | - Lena Ciric
- Department of Civil, Environmental and Geomatic Engineering, University College London, UK
| | - Oliver Wild
- Department of Civil, Environmental and Geomatic Engineering, University College London, UK
| | - Malcolm Cook
- Building Energy Research Group, School of Architecture, Building and Civil Engineering, Loughborough University, UK
| | - Liora Malki-Epshtein
- Department of Civil, Environmental and Geomatic Engineering, University College London, UK
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69
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Ferrari S, Blázquez T, Cardelli R, Puglisi G, Suárez R, Mazzarella L. Ventilation strategies to reduce airborne transmission of viruses in classrooms: A systematic review of scientific literature. BUILDING AND ENVIRONMENT 2022; 222:109366. [PMID: 35818484 PMCID: PMC9259197 DOI: 10.1016/j.buildenv.2022.109366] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 06/20/2022] [Accepted: 07/02/2022] [Indexed: 06/15/2023]
Abstract
The recent pandemic due to SARS-CoV-2 has brought to light the need for strategies to mitigate contagion between human beings. Apart from hygiene measures and social distancing, air ventilation highly prevents airborne transmission within enclosed spaces. Among others, educational environments become critical in strategic planning to control the spread of pathogens and viruses amongst the population, mainly in cold conditions. In the event of a virus outbreak - such as COVID or influenza - many school classrooms still lack the means to guarantee secure and healthy environments. The present review examines school contexts that implement air ventilation strategies to reduce the risk of contagion between students. The analysed articles present past experiences that use either natural or mechanical systems assessed through mathematical models, numerical models, or full-scale experiments. For naturally ventilated classrooms, the studies highlight the importance of the architectural design of educational spaces and propose strategies for aeration control such as CO2-based control and risk-infection control. When it comes to implementing mechanical ventilation in classrooms, different systems with different airflow patterns are assessed based on their ability to remove airborne pathogens considering parameters like the age of air and the generation of airflow streamlines. Moreover, studies report that programmed mechanical ventilation systems can reduce risk-infection during pandemic events. In addition to providing a systematic picture of scientific studies in the field, the findings of this review can be a valuable reference for school administrators and policymakers to implement the best strategies in their classroom settings towards reducing infection risks.
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Affiliation(s)
- S Ferrari
- Dept. of Architecture, Built Environment and Construction Engineering, Politecnico di Milano, Milano, Italy
| | - T Blázquez
- Dept. of Architecture, Built Environment and Construction Engineering, Politecnico di Milano, Milano, Italy
| | - R Cardelli
- Dept. of Architecture, Built Environment and Construction Engineering, Politecnico di Milano, Milano, Italy
| | - G Puglisi
- Dept. of Energy Efficiency Department, Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Rome, Italy
| | - R Suárez
- Instituto Universitario de Arquitectura y Ciencias de la Construcción, Escuela Técnica Superior de Arquitectura, Universidad de Sevilla, Sevilla, Spain
| | - L Mazzarella
- Dept. of Energy, Politecnico di Milano, Milano, Italy
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70
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Patial S, Nazim M, Khan AAP, Raizada P, Singh P, Hussain CM, Asiri AM. Sustainable solutions for indoor pollution abatement during COVID phase: A critical study on current technologies & challenges. JOURNAL OF HAZARDOUS MATERIALS ADVANCES 2022; 7:100097. [PMID: 37520799 PMCID: PMC9126619 DOI: 10.1016/j.hazadv.2022.100097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/17/2022] [Accepted: 05/22/2022] [Indexed: 04/28/2023]
Abstract
The appearance of the contagious virus COVID-19, several revelations and environmental health experts punctually predicted the possibly disastrous public health complications of coexisting catching and airborne contamination-arbitrated disease. But much attention has been given on the outdoor-mediated interactions. Almost 3.8 million premature deaths occur every year globally due to the illness from indoor air pollution. Considering the human staying longer span indoors due to restricted human activities or work from home, the indoor air quality (IAQ) might show prominent role for individual health life. Currently, the Environmental Protection Agency (EPA) ensures no regulation of indoor airborne pollution. Herein, the paper underlines the common bases of indoor air pollution, poor IAQ, and impacts of the aerosolized airborne particles on the human health. In order to address these challenges and collective contagion events in indoor environment, several emerging control techniques and preventive sustainable solutions are suggested. By this, more innovations need to be investigated in future to measure the impact of indoor air pollution on individual health.
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Affiliation(s)
- Shilpa Patial
- School of Advanced Chemical Sciences, Faculty of Basic Sciences, Shoolini University, Solan (HP) 173229, India
| | - Mohammed Nazim
- Department of Chemical Engineering, Kumoh National Institute of Technology, 61 Daehak-ro, Gumi-si, Gyeongbuk-do 39177, Republic of Korea
| | - Aftab Aslam Parwaz Khan
- Center of Excellence for Advanced Materials Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Pankaj Raizada
- School of Advanced Chemical Sciences, Faculty of Basic Sciences, Shoolini University, Solan (HP) 173229, India
| | - Pardeep Singh
- School of Advanced Chemical Sciences, Faculty of Basic Sciences, Shoolini University, Solan (HP) 173229, India
| | - Chaudhery Mustansar Hussain
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, United States of America
| | - Abdullah M Asiri
- Center of Excellence for Advanced Materials Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
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71
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Gao Z, Wang S, Gu J, Gu C, Liu R. A community-level study on COVID-19 transmission and policy interventions in Wuhan, China. CITIES (LONDON, ENGLAND) 2022; 127:103745. [PMID: 35582597 PMCID: PMC9098919 DOI: 10.1016/j.cities.2022.103745] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 04/28/2022] [Accepted: 05/08/2022] [Indexed: 05/14/2023]
Abstract
The specific factors and response strategies that affect COVID-19 transmission in local communities remain under-explored in the current literature due to a lack of data. Based on primary COVID-19 data collected at the community level in Wuhan, China, our study contributes a community-level investigation on COVID-19 transmission and response strategies by addressing two research questions: 1) What community factors are associated with viral transmission? and 2) What are the key mechanisms behind policy interventions towards controlling viral transmission within local communities? We conducted two sets of analyses to address these two questions-quantitative analyses of the relationship between community factors and viral transmission and qualitative analyses of policy interventions on community transmission. Our findings show that the viral spread in local communities is irrelevant to the built environment of a community and its socioeconomic position but is related to its demographic composition. Specifically, groups under the age of 18 play an important role in viral transmission. Moreover, a series of community shutdown management initiatives (e.g., group buying, delivering supplies, and self-reporting of health conditions) play an important role in curbing viral transmission at the local level that can be applied to other geographic contexts.
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Affiliation(s)
- Zhe Gao
- Hubei Provincial Key Laboratory for Geographical Process Analysis & Simulation, Central China Normal University, Wuhan, Hubei Province 430079, China
| | - Siqin Wang
- School of Earth and Environmental Sciences, University of Queensland, Brisbane 4067, Australia
| | - Jiang Gu
- Hubei Provincial Key Laboratory for Geographical Process Analysis & Simulation, Central China Normal University, Wuhan, Hubei Province 430079, China
| | - Chaolin Gu
- School of Architecture, Tsinghua University, Beijing 100084, China
| | - Regina Liu
- Department of Biology, Mercer University, Macon, GA, USA
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72
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Pan Y, Zhang H, Niu Z, An Y, Chen C. Boundary conditions for exhaled airflow from a cough with a surgical or N95 mask. INDOOR AIR 2022; 32:e13088. [PMID: 36040272 PMCID: PMC9538929 DOI: 10.1111/ina.13088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 06/10/2022] [Accepted: 07/16/2022] [Indexed: 05/12/2023]
Abstract
Wearing surgical or N95 masks is effective in reducing the infection risks of airborne infectious diseases. However, in the literature there are no detailed boundary conditions for airflow from a cough when a surgical or N95 mask is worn. These boundary conditions are essential for accurate prediction of exhaled particle dispersion by computational fluid dynamics (CFD). This study first constructed a coughing manikin with an exhalation system to simulate a cough from a person. The smoke visualization method was used to measure the airflow profile from a cough. To validate the setup of the coughing manikin, the results were compared with measured data from subject tests reported in the literature. The validated coughing manikin was then used to measure the airflow boundary conditions for a cough when a surgical mask was worn and when an N95 mask was worn, respectively. Finally, this study applied the developed airflow boundary conditions to calculate person-to-person particle transport from a cough when masks are worn. The calculated exhaled particle patterns agreed well with the smoke pattern in the visualization experiments. Furthermore, the calculated results indicated that, when the index person wore a surgical and a N95 mask, the total exposure of the receptor was reduced by 93.0% and 98.8%, respectively.
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Affiliation(s)
- Yue Pan
- Department of Mechanical and Automation EngineeringThe Chinese University of Hong KongHong Kong SARChina
| | - Haiqiang Zhang
- Department of Mechanical and Automation EngineeringThe Chinese University of Hong KongHong Kong SARChina
| | - Zhuolun Niu
- Department of Mechanical and Automation EngineeringThe Chinese University of Hong KongHong Kong SARChina
| | - Yuting An
- Department of Mechanical and Automation EngineeringThe Chinese University of Hong KongHong Kong SARChina
| | - Chun Chen
- Department of Mechanical and Automation EngineeringThe Chinese University of Hong KongHong Kong SARChina
- Shenzhen Research InstituteThe Chinese University of Hong KongShenzhenChina
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73
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Prevention of SARS-CoV-2 and respiratory viral infections in healthcare settings: current and emerging concepts. Curr Opin Infect Dis 2022; 35:353-362. [PMID: 35849526 DOI: 10.1097/qco.0000000000000839] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
PURPOSE OF REVIEW COVID-19 has catalyzed a wealth of new data on the science of respiratory pathogen transmission and revealed opportunities to enhance infection prevention practices in healthcare settings. RECENT FINDINGS New data refute the traditional division between droplet vs airborne transmission and clarify the central role of aerosols in spreading all respiratory viruses, including Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), even in the absence of so-called 'aerosol-generating procedures' (AGPs). Indeed, most AGPs generate fewer aerosols than talking, labored breathing, or coughing. Risk factors for transmission include high viral loads, symptoms, proximity, prolonged exposure, lack of masking, and poor ventilation. Testing all patients on admission and thereafter can identify early occult infections and prevent hospital-based clusters. Additional prevention strategies include universal masking, encouraging universal vaccination, preferential use of N95 respirators when community rates are high, improving native ventilation, utilizing portable high-efficiency particulate air filters when ventilation is limited, and minimizing room sharing when possible. SUMMARY Multifaceted infection prevention programs that include universal testing, masking, vaccination, and enhanced ventilation can minimize nosocomial SARS-CoV-2 infections in patients and workplace infections in healthcare personnel. Extending these insights to other respiratory viruses may further increase the safety of healthcare and ready hospitals for novel respiratory viruses that may emerge in the future.
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74
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Gavenčiak T, Monrad JT, Leech G, Sharma M, Mindermann S, Bhatt S, Brauner J, Kulveit J. Seasonal variation in SARS-CoV-2 transmission in temperate climates: A Bayesian modelling study in 143 European regions. PLoS Comput Biol 2022; 18:e1010435. [PMID: 36026483 DOI: 10.1101/2021.06.10.21258647] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 09/08/2022] [Accepted: 07/25/2022] [Indexed: 05/22/2023] Open
Abstract
Although seasonal variation has a known influence on the transmission of several respiratory viral infections, its role in SARS-CoV-2 transmission remains unclear. While there is a sizable and growing literature on environmental drivers of COVID-19 transmission, recent reviews have highlighted conflicting and inconclusive findings. This indeterminacy partly owes to the fact that seasonal variation relates to viral transmission by a complicated web of causal pathways, including many interacting biological and behavioural factors. Since analyses of specific factors cannot determine the aggregate strength of seasonal forcing, we sidestep the challenge of disentangling various possible causal paths in favor of a holistic approach. We model seasonality as a sinusoidal variation in transmission and infer a single Bayesian estimate of the overall seasonal effect. By extending two state-of-the-art models of non-pharmaceutical intervention (NPI) effects and their datasets covering 143 regions in temperate Europe, we are able to adjust our estimates for the role of both NPIs and mobility patterns in reducing transmission. We find strong seasonal patterns, consistent with a reduction in the time-varying reproduction number R(t) (the expected number of new infections generated by an infectious individual at time t) of 42.1% (95% CI: 24.7%-53.4%) from the peak of winter to the peak of summer. These results imply that the seasonality of SARS-CoV-2 transmission is comparable in magnitude to the most effective individual NPIs but less than the combined effect of multiple interventions.
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Affiliation(s)
- Tomáš Gavenčiak
- Centre for Theoretical Studies, Charles University, Prague, Czech Republic
| | - Joshua Teperowski Monrad
- Future of Humanity Institute, University of Oxford, Oxford, United Kingdom
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
| | - Gavin Leech
- Department of Computer Science, University of Bristol, Bristol, United Kingdom
| | - Mrinank Sharma
- Future of Humanity Institute, University of Oxford, Oxford, United Kingdom
- Department of Statistics, University of Oxford, Oxford, United Kingdom
- Department of Engineering Science, University of Oxford, Oxford, United Kingdom
| | - Sören Mindermann
- Oxford Applied and Theoretical Machine Learning (OATML) Group, Department of Computer Science, University of Oxford, Oxford, United Kingdom
| | - Samir Bhatt
- Faculty of Medicine, School of Public Health, Imperial College London, London, United Kingdom
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jan Brauner
- Future of Humanity Institute, University of Oxford, Oxford, United Kingdom
- Oxford Applied and Theoretical Machine Learning (OATML) Group, Department of Computer Science, University of Oxford, Oxford, United Kingdom
| | - Jan Kulveit
- Centre for Theoretical Studies, Charles University, Prague, Czech Republic
- Future of Humanity Institute, University of Oxford, Oxford, United Kingdom
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75
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Li Y, Wu C, Cao G, Guan D, Zhan C. Transmission characteristics of respiratory droplets aerosol in indoor environment: an experimental study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2022; 32:1768-1779. [PMID: 33825604 DOI: 10.1080/09603123.2021.1910629] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/25/2021] [Indexed: 06/12/2023]
Abstract
Transmission of droplets has been recognized as an important form of infection for the respiratory diseases. This study investigated the distribution of human respiratory droplets and assessed the effects of air change rate and generated velocity on droplet transmission using an active agent in an enclosed chamber (46 m3). Results revealed that the higher the air change rate was, the fewer viable droplets were detected in the range of <3.3 μm with ventilation; an increased air change rate can increase the attenuation of droplet aerosol. Without ventilation, the viable droplet size was observed to mainly distribute greater than 3.3 μm, which occupied up 87.5% of the total number. When the generated velocity was increased to 20 m/s, 29.38% of the viable droplets were detected at the position of 2.0 m. The findings are excepted to be useful for developing the technology of reducing droplet propagation and providing data verification for simulation research.
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Affiliation(s)
- Yanju Li
- School of Energy and Safety Engineering, Tianjin Chengjian University, Tianjin, China
| | - Chunbin Wu
- School of Energy and Safety Engineering, Tianjin Chengjian University, Tianjin, China
| | - Guoqing Cao
- Institute of Building Environment and Energy, China Academy of Building Research, Beijing, China
| | - Dexing Guan
- School of Energy and Safety Engineering, Tianjin Chengjian University, Tianjin, China
| | - Chaoguo Zhan
- School of Environmental Science and Safety Engineering, Tianjin University of Technology, Tianjin, China
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76
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Aganovic A, Bi Y, Cao G, Kurnitski J, Wargocki P. Modeling the impact of indoor relative humidity on the infection risk of five respiratory airborne viruses. Sci Rep 2022; 12:11481. [PMID: 35798789 PMCID: PMC9261129 DOI: 10.1038/s41598-022-15703-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/28/2022] [Indexed: 11/09/2022] Open
Abstract
With a modified version of the Wells-Riley model, we simulated the size distribution and dynamics of five airborne viruses (measles, influenza, SARS-CoV-2, human rhinovirus, and adenovirus) emitted from a speaking person in a typical residential setting over a relative humidity (RH) range of 20-80% and air temperature of 20-25 °C. Besides the size transformation of virus-containing droplets due to evaporation, respiratory absorption, and then removal by gravitational settling, the modified model also considered the removal mechanism by ventilation. The trend and magnitude of RH impact depended on the respiratory virus. For rhinovirus and adenovirus humidifying the indoor air from 20/30 to 50% will be increasing the relative infection risk, however, this relative infection risk increase will be negligible for rhinovirus and weak for adenovirus. Humidification will have a potential benefit in decreasing the infection risk only for influenza when there is a large infection risk decrease for humidifying from 20 to 50%. Regardless of the dry solution composition, humidification will overall increase the infection risk via long-range airborne transmission of SARS-CoV-2. Compared to humidification at a constant ventilation rate, increasing the ventilation rate to moderate levels 0.5 → 2.0 h-1 will have a more beneficial infection risk decrease for all viruses except for influenza. Increasing the ventilation rate from low values of 0.5 h-1 to higher levels of 6 h-1 will have a dominating effect on reducing the infection risk regardless of virus type.
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Affiliation(s)
- Amar Aganovic
- Department of Automation and Process Engineering, The Arctic University of Norway-UiT, 9019, Tromsø, Norway.
| | - Yang Bi
- Department of Energy and Process Engineering, Norwegian University of Science and Technology-NTNU, 7491, Trondheim, Norway
| | - Guangyu Cao
- Department of Energy and Process Engineering, Norwegian University of Science and Technology-NTNU, 7491, Trondheim, Norway
| | - Jarek Kurnitski
- REHVA Technology and Research Committee, Tallinn University of Technology, 19086, Tallinn, Estonia
| | - Pawel Wargocki
- Department of Civil Engineering, Technical University of Denmark, 2800, Copenhagen, Kgs, Denmark
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77
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Assessment of ventilation rates inside educational buildings in Southwestern Europe: Analysis of implemented strategic measures. JOURNAL OF BUILDING ENGINEERING 2022; 51:104204. [PMCID: PMC8850291 DOI: 10.1016/j.jobe.2022.104204] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 01/28/2022] [Accepted: 02/09/2022] [Indexed: 05/24/2023]
Abstract
The pandemic caused by COVID-19 has highlighted the need to ensure good indoor air quality. Public buildings (educational buildings in particular) have come under the spotlight because students, teachers and staff spend long periods of the day indoors. This study presents a measurement campaign for the assessment of ventilation rate (VR) and ventilation strategies in educational buildings in Southwestern Europe, Portugal and Spain. A representative sample of the teaching spaces of the Azurém Campus (Guimarães, Portugal) and the Fuentenueva Campus (Granada, Spain) have been analyzed. Natural ventilation is the predominant ventilation strategy in these spaces, being the most common strategy in educational buildings in Europe. VR was estimated under different configurations, using the CO2 decay method. Subsequently, the CO2 concentration was estimated according to occupancy and the probability of infection risk was calculated using the Wells-Riley equation. The obtained VR varied between 2.9 and 20.1 air change per hour (ACH) for natural cross ventilation, 2.0 to 5.1 ACH for single-sided ventilation and 1.8 to 3.5 for mechanically ventilated classrooms. Large differences in CO2 concentrations were verified, depending on the analyzed ventilation strategy, ranging from 475 to 3903 ppm for the different scenarios. However, the probability of risk was less than 1% in almost all of the classrooms analyzed. The results obtained from the measurement campaign showed that the selection of an appropriate ventilation strategy can provide sufficient air renewal and maintain a low risk of infection. Ventilation strategies need to be reconsidered as a consequence of the health emergency arising from the COVID-19 pandemic.
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78
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Nazaroff WW. 30+ years of knowledge creation: Indoor Air 1991-2021. INDOOR AIR 2022; 32:e13074. [PMID: 35904388 DOI: 10.1111/ina.13074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/20/2022] [Accepted: 06/24/2022] [Indexed: 06/15/2023]
Affiliation(s)
- William W Nazaroff
- Department of Civil and Environmental Engineering, University of California, Berkeley, California, USA
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79
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Culqui DR, Díaz J, Blanco A, Lopez JA, Navas MA, Sánchez-Martínez G, Luna MY, Hervella B, Belda F, Linares C. Short-term influence of environmental factors and social variables COVID-19 disease in Spain during first wave (Feb-May 2020). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:50392-50406. [PMID: 35230631 PMCID: PMC8886199 DOI: 10.1007/s11356-022-19232-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 02/10/2022] [Indexed: 06/14/2023]
Abstract
This study aims to identify the combined role of environmental pollutants and atmospheric variables at short term on the rate of incidence (TIC) and on the hospital admission rate (TIHC) due to COVID-19 disease in Spain. This study used information from 41 of the 52 provinces of Spain (from Feb. 1, 2021 to May 31, 2021). Using TIC and TIHC as dependent variables, and average daily concentrations of PM10 and NO2 as independent variables. Meteorological variables included maximum daily temperature (Tmax) and average daily absolute humidity (HA). Generalized linear models (GLM) with Poisson link were carried out for each provinces The GLM model controlled for trend, seasonalities, and the autoregressive character of the series. Days with lags were established. The relative risk (RR) was calculated by increases of 10 μg/m3 in PM10 and NO2 and by 1 °C in the case of Tmax and 1 g/m3 in the case of HA. Later, a linear regression was carried out that included the social determinants of health. Statistically significant associations were found between PM10, NO2, and the rate of COVID-19 incidence. NO2 was the variable that showed greater association, both for TIC as well as for TIHC in the majority of provinces. Temperature and HA do not seem to have played an important role. The geographic distribution of RR in the studied provinces was very much heterogeneous. Some of the health determinants considered, including income per capita, presence of airports, average number of diesel cars per inhabitant, average number of nursing personnel, and homes under 30 m2 could explain the differential geographic behavior. As findings indicates, environmental factors only could modulate the incidence and severity of COVID-19. Moreover, the social determinants and public health measures could explain some patterns of geographically distribution founded.
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Affiliation(s)
- Dante R. Culqui
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
| | - Julio Díaz
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
| | - Alejandro Blanco
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
| | - José A. Lopez
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
| | - Miguel A. Navas
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
| | | | | | | | | | - Cristina Linares
- Reference Unit on Climate Change, Health and Urban Environment National School of Health, Carlos III Health Institute, Monforte de Lemos, 5 (Aveniu), 28029, Madrid, Spain
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80
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Izadyar N, Miller W. Ventilation strategies and design impacts on indoor airborne transmission: A review. BUILDING AND ENVIRONMENT 2022; 218:109158. [PMID: 35573806 PMCID: PMC9075988 DOI: 10.1016/j.buildenv.2022.109158] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 04/26/2022] [Accepted: 04/29/2022] [Indexed: 06/15/2023]
Abstract
The COVID-19 outbreak has brought the indoor airborne transmission issue to the forefront. Although ventilation systems provide clean air and dilute indoor contaminated air, there is strong evidence that airborne transmission is the main route for contamination spread. This review paper aims to critically investigate ventilation impacts on particle spread and identify efficient ventilation strategies in controlling aerosol distribution in clinical and non-clinical environments. This article also examines influential ventilation design features (i.e., exhaust location) affecting ventilation performance in preventing aerosols spread. This paper shortlisted published documents for a review based on identification (keywords), pre-processing, screening, and eligibility of these articles. The literature review emphasizes the importance of ventilation systems' design and demonstrates all strategies (i.e., mechanical ventilation) could efficiently remove particles if appropriately designed. The study highlights the need for occupant-based ventilation systems, such as personalized ventilation instead of central systems, to reduce cross-infections. The literature underlines critical impacts of design features like ventilation rates and the number and location of exhausts and suggests designing systems considering airborne transmission. This review underpins that a higher ventilation rate should not be regarded as a sole indicator for designing ventilation systems because it cannot guarantee reducing risks. Using filtration and decontamination devices based on building functionalities and particle sizes can also increase ventilation performance. This paper suggests future research on optimizing ventilation systems, particularly in high infection risk spaces such as multi-storey hotel quarantine facilities. This review contributes to adjusting ventilation facilities to control indoor aerosol transmission.
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Affiliation(s)
- Nima Izadyar
- School of Built Environment, College of Engineering and Science, Victoria University, Melbourne, VIC, Australia
| | - Wendy Miller
- School of Architecture & Built Environment, Science and Engineering Faculty, Queensland University of Technology (QUT), Brisbane, QLD, 4001, Australia
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81
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Risk Assessment and Prevention Strategy of Virus Infection in the Context of University Resumption. BUILDINGS 2022. [DOI: 10.3390/buildings12060806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The risk assessment system of virus infection probability and the prevention measures for virus transmission are keys to controlling epidemics. In the context of university resumption, this study identifies the risk elements in terms of the mechanism of virus transmission. The effect of two recognized effective measures, i.e., occupancy constraints and ventilation intervention, on the infection risk are quantified and compared using the improved Wells–Riley model. Considering the priority of these two measures, the controlling quantity are determined, and the optimal schemes are proposed based on the targeted infection risk. The results show that the effect of reducing infection risk by constraining occupancy within 25% of all public campus buildings is better than that achieved by increasing the ventilation rate alone. If the ventilation system of the building type is operated by occupiers, it is a priority to prevent the risk of virus infection by restricting occupancy and ensuring the distance between occupants, while if the ventilation system of the building type is centrally controlled, it is a priority to increase the ventilation rate and then limit the occupancy rate during peak periods to 75%.
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82
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Xie H, Shao R, Yang Y, Cruz R, Zhou X. Impacts of Built Environment on Risk of Women's Lung Cancer: A Case Study of China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127157. [PMID: 35742401 PMCID: PMC9223189 DOI: 10.3390/ijerph19127157] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/20/2022] [Accepted: 05/31/2022] [Indexed: 02/01/2023]
Abstract
Built environment factors such as air pollution are associated with the risk of respiratory disease, but few studies have carried out profound investigation. We aimed to evaluate the association between the built environment and Chinese women’s lung cancer incidence data from the China Cancer Registry Annual Report 2017, which covered 345,711,600 people and 449 qualified cancer registries in mainland China. The air quality indicator (PM2.5) and other built environment data are obtained from the China Statistical Yearbook and other official approved materials. An exploratory regression tool is applied by using Chinese women’s lung cancer incidence data (Segi population) as the dependent variable, PM2.5 index and other built environment factors as the independent variables. An apparent clustering region with a high incidence of women’s lung cancer was discovered, including regions surrounding Bohai bay and the three Chinese northeastern provinces, Heilongjiang, Liaoning and Inner Mongolia. Besides air quality, built environment factors were found to have a weak but clear impact on lung cancer incidence. Land-use intensity and the greening coverage ratio were positive, and the urbanization rate and population density were negatively correlated with lung cancer incidence. The role of green spaces in Chinese women’s lung cancer incidence has not been proven.
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Affiliation(s)
- Hongjie Xie
- School of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China; (R.S.); (R.C.); (X.Z.)
- Correspondence: ; Tel.: +86-138-0713-1488
| | - Rui Shao
- School of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China; (R.S.); (R.C.); (X.Z.)
| | - Yiping Yang
- Wuhan Branch of Chinese Center for Disease Control and Prevention, Wuhan 430010, China;
| | - Ramio Cruz
- School of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China; (R.S.); (R.C.); (X.Z.)
| | - Xilin Zhou
- School of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China; (R.S.); (R.C.); (X.Z.)
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83
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Pampati S, Rasberry CN, McConnell L, Timpe Z, Lee S, Spencer P, Moore S, Mead KR, Murray CC, Deng X, Iachan R, Tripathi T, Martin SB, Barrios LC. Ventilation Improvement Strategies Among K-12 Public Schools - The National School COVID-19 Prevention Study, United States, February 14-March 27, 2022. MMWR. MORBIDITY AND MORTALITY WEEKLY REPORT 2022; 71:770-775. [PMID: 35679198 PMCID: PMC9181051 DOI: 10.15585/mmwr.mm7123e2] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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84
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Dai Z, Sadiq M, Kannaiah D, Khan N, Shabbir MS, Bilal K, Tabash MI. The dynamic impacts of environmental-health and MDR-TB diseases and their influence on environmental sustainability at Chinese hospitals. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:40531-40541. [PMID: 35353303 DOI: 10.1007/s11356-022-19593-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 03/02/2022] [Indexed: 06/14/2023]
Abstract
The purpose of this study is to identify at what extent multidrug-resistant tuberculosis (MDR-TB) diseases effect on environmental health issues in selected provinces of Chinese hospitals. In survival analysis approach, this study employs the Cox proportional hazard model (CPM) to incorporate the duration of event, probability of occurrence of an event, and the issue of right censoring. An advantage of using CPM is that one does not need to specify the distribution of baseline hazard H0 (t) as it considers a common value for all units in population. The results indicate that male and travel expenditures have negative association with the duration of cure. Furthermore, the medical expenditures and the spatial characteristic of time expenditure have positive association with the duration of cure of MDR-TB patients. The inconsistent behavior of males in taking medicines as compared to females and males is also more prone to tuberculosis (TB).
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Affiliation(s)
- Zong Dai
- Institute for Development of Central China /Wuhan University, Wuhan, 430072, China
| | - Misbah Sadiq
- Department of Management Sciences, Al-Qasimia University, Sharjah, United Arab Emirates
| | - Desti Kannaiah
- C. H. Sandage School of Business, Graceland University, Lamoni, IA, 50140, USA
| | - Nasir Khan
- Institute of Business and Management Sciences, The University of Agriculture Peshawar, Peshawar, Pakistan
| | - Malik Shahzad Shabbir
- Department of Management Sciences, Riphah International University, Islamabad, Pakistan.
| | - Kanwal Bilal
- Department of Management Sciences, Comsat University, Lahore Campus, Lahore, Pakistan
| | - Mosab I Tabash
- College of Business, Al Ain University, Al-Ain, United Arab Emirates
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85
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Wang CT, Xu JC, Chan KC, Lee HH, Tso CY, Lin CSK, Chao CYH, Fu SC. Infection control measures for public transportation derived from the flow dynamics of obstructed cough jet. JOURNAL OF AEROSOL SCIENCE 2022; 163:105995. [PMID: 35382445 PMCID: PMC8971108 DOI: 10.1016/j.jaerosci.2022.105995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 03/21/2022] [Accepted: 03/21/2022] [Indexed: 06/14/2023]
Abstract
During the COVID-19 pandemic, WHO and CDC suggest people stay 1 m and 1.8 m away from others, respectively. Keeping social distance can avoid close contact and mitigate infection spread. Many researchers suspect that suggested distances are not enough because aerosols can spread up to 7-8 m away. Despite the debate on social distance, these social distances rely on unobstructed respiratory activities such as coughing and sneezing. Differently, in this work, we focused on the most common but less studied aerosol spread from an obstructed cough. The flow dynamics of a cough jet blocked by the backrest and gasper jet in a cabin environment was characterized by the particle image velocimetry (PIV) technique. It was proved that the backrest and the gasper jet can prevent the front passenger from droplet spray in public transportation where maintaining social distance was difficult. A model was developed to describe the cough jet trajectory due to the gasper jet, which matched well with PIV results. It was found that buoyancy and inside droplets almost do not affect the short-range cough jet trajectory. Infection control measures were suggested for public transportation, including using backrest/gasper jet, installing localized exhaust, and surface cleaning of the backrest.
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Affiliation(s)
- C T Wang
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - J C Xu
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - K C Chan
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China
| | - H H Lee
- Department of Energy and Environment, City University of Hong Kong, Hong Kong, China
| | - C Y Tso
- Department of Energy and Environment, City University of Hong Kong, Hong Kong, China
| | - Carol S K Lin
- Department of Energy and Environment, City University of Hong Kong, Hong Kong, China
| | - Christopher Y H Chao
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China
- Department of Building Environment and Energy Engineering & Department of Mechanical Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - S C Fu
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China
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86
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Singh R. Public Health Issue of Indoor Dilution Ventilation for Disease Prevention Versus PM2.5 in Intake Air in Auditoriums of Premier Engineering Institutes in India. Cureus 2022; 14:e25258. [PMID: 35755566 PMCID: PMC9217168 DOI: 10.7759/cureus.25258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2022] [Indexed: 11/25/2022] Open
Abstract
Background: Dilution ventilation by enhancing fresh air intake has been prescribed to reduce airborne infection spread during the COVID-19 pandemic. This is all the more important in assembly spaces like auditoriums. Premier technology institutes have large campuses with large auditoriums for academic and cultural events in India. These institutes serve as role models for society, where gatherings are essential, but there is also the possibility of transmission of all airborne respiratory infections, including tuberculosis, into the community. The fresh air taken in should also be filtered for pollution to prevent other lung issues. Aims: Fresh air intake and filtration have been studied in order to understand whether the outside air supplied indoors is filtered for PM2.5, which is a major ambient polluter in India. Settings and design/methods: In this study, the Right to Information Act of 2005 has been used to obtain first-hand information from the institutes with respect to the heating, ventilation, and air conditioning (HVAC) systems in their auditoriums. Twelve of the 19 institutes fall in cities with non-attainment of ambient air quality standards. Results: Eleven out of all those had recently integrated fresh air supply, and six replied in the negative. Only one out of all of them had appropriate filters. Conclusion: This study highlights the need for a possible trade-off between the use of air conditioners for thermal comfort + assumed protection against PM2.5, which is the switching off of air conditioners and manually opening up windows and using fans for ventilation. Indian HVAC design for gathering spaces, especially educational institutes, needs to factor in fresh air for dilution ventilation as well as PM2.5 filtration.
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87
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A Review of Selected Types of Indoor Air Purifiers in Terms of Microbial Air Contamination Reduction. ATMOSPHERE 2022. [DOI: 10.3390/atmos13050800] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Aims: With the ongoing pandemic and increased interest in measures to improve indoor air quality, various indoor air purifiers have become very popular and are widely used. This review presents the advantages and disadvantages of various types of technologies used in air purifiers in terms of reducing microbial contamination. Methods: A literature search was performed using Web of Science, Scopus, and PubMed, as well as technical organizations dealing with indoor air-quality to identify research articles and documents within our defined scope of interest. Relevant sections: The available literature data focus mainly on the efficiency of devices based on tests conducted in laboratory conditions with test chambers, which does not reflect the real dimensions and conditions observed in residential areas. According to a wide range of articles on the topic, the actual effectiveness of air purifiers is significantly lower in real conditions than the values declared by the manufacturers in their marketing materials as well as technical specifications. Conclusions: According to current findings, using indoor air purifiers should not be the only measure to improve indoor air-quality; however, these can play a supporting role if their application is preceded by an appropriate technical and environmental analysis considering the real conditions of its use.
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88
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Zafari Z, de Oliveira PM, Gkantonas S, Ezeh C, Muennig PA. The cost-effectiveness of standalone HEPA filtration units for the prevention of airborne SARS CoV-2 transmission. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2022; 20:22. [PMID: 35549719 PMCID: PMC9096756 DOI: 10.1186/s12962-022-00356-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 04/26/2022] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE Airborne infection from aerosolized SARS-CoV-2 poses an economic challenge for businesses without existing heating, ventilation, and air conditioning (HVAC) systems. The Environmental Protection Agency notes that standalone units may be used in areas without existing HVAC systems, but the cost and effectiveness of standalone units has not been evaluated. STUDY DESIGN Cost-effectiveness analysis with Monte Carlo simulation and aerosol transmission modeling. METHODS We built a probabilistic decision-analytic model in a Monte Carlo simulation that examines aerosol transmission of SARS-CoV-2 in an indoor space. As a base case study, we built a model that simulated a poorly ventilated indoor 1000 square foot restaurant and the range of Covid-19 prevalence of actively infectious cases (best-case: 0.1%, base-case: 2%, and worst-case: 3%) and vaccination rates (best-case: 90%, base-case: 70%, and worst-case: 0%) in New York City. We evaluated the cost-effectiveness of improving ventilation rate to 12 air changes per hour (ACH), the equivalent of hospital-grade filtration systems used in emergency departments. We also provide a customizable online tool that allows the user to change model parameters. RESULTS All 3 scenarios resulted in a net cost-savings and infections averted. For the base-case scenario, improving ventilation to 12 ACH was associated with 54 [95% Credible Interval (CrI): 29-86] aerosol infections averted over 1 year, producing an estimated cost savings of $152,701 (95% CrI: $80,663, $249,501) and 1.35 (95% CrI: 0.72, 2.24) quality-adjusted life years (QALYs) gained. CONCLUSIONS It is cost-effective to improve indoor ventilation in small businesses in older buildings that lack HVAC systems during the pandemic.
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Affiliation(s)
- Zafar Zafari
- Department of Health Services Research, University of Maryland School of Pharmacy, Baltimore, MD, 21201, USA.
| | | | - Savvas Gkantonas
- Department of Engineering, University of Cambridge, Cambridge, UK
| | - Chinenye Ezeh
- Mailman School of Public Health, Columbia University, New York, NY, USA
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89
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Dacunto P, Ng A, Moser D, Tovkach A, Scanlon S, Benson M. Effects of location, classroom orientation, and air change rate on potential aerosol exposure: an experimental and computational study. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2022; 24:557-566. [PMID: 35244126 DOI: 10.1039/d1em00434d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This study examined the dispersion of potentially infectious aerosols in classrooms by means of both a CO2 tracer gas, and multizone contaminant transport modeling. A total of 20 tests were conducted in three different university classrooms at multiple air change rates (4.4-9.7/h), each with two different room orientations: one with the tracer gas released from six student desks toward the air return, and one with the same tracer gas released away from it. Resulting tracer concentrations were measured by 19 different monitors arrayed throughout the room. Steady-state, mean tracer gas concentrations were calculated in six instructor zones (A-F) around the periphery of the room, with the results normalized by the concentration at the return, which was assumed to be representative of the well-mixed volume of the room. Across all classrooms, zones farthest from the return (C, D) had the lowest mean normalized concentrations (0.75), while those closest to the return (A, F) had the highest (0.95). This effect was consistent across room orientations (release both toward and away from the return), and air change rates. In addition, all zones around the periphery of the room had a significantly lower concentration than those adjacent to the sources. Increasing the ventilation rate reduced tracer gas concentrations significantly. Similar trends were observed via a novel approach to CONTAM modeling of the same rooms. These results indicate that informed selection of teaching location within the classroom could reduce instructor exposure.
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Affiliation(s)
- P Dacunto
- United States Military Academy, Department of Geography and Environmental Engineering, West Point, NY 10996, USA.
| | - A Ng
- United States Military Academy, Department of Geography and Environmental Engineering, West Point, NY 10996, USA.
| | - D Moser
- United States Military Academy, Department of Civil and Mechanical Engineering, West Point, NY 10996, USA
| | - A Tovkach
- United States Military Academy, Department of Geography and Environmental Engineering, West Point, NY 10996, USA.
| | - S Scanlon
- United States Military Academy, Department of Civil and Mechanical Engineering, West Point, NY 10996, USA
| | - M Benson
- United States Military Academy, Department of Civil and Mechanical Engineering, West Point, NY 10996, USA
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90
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Ghaddar N, Ghali K. Ten questions concerning the paradox of minimizing airborne transmission of infectious aerosols in densely occupied spaces via sustainable ventilation and other strategies in hot and humid climates. BUILDING AND ENVIRONMENT 2022; 214:108901. [PMID: 35197667 PMCID: PMC8853966 DOI: 10.1016/j.buildenv.2022.108901] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/07/2022] [Accepted: 02/12/2022] [Indexed: 05/14/2023]
Abstract
Airborne disease transmission in indoor spaces and resulting cross-contamination has been a topic of broad concern for years - especially recently with the outbreak of COVID-19. Global recommendations on this matter consist of increasing the outdoor air supply in the aim of diluting the indoor air. Nonetheless, a paradoxical relationship has risen between increasing amount of outdoor air and its impact on increased energy consumption - especially densely occupied spaces. The paradox is more critical in hot and humid climates, where large amounts of energy are required for the conditioning of the outdoor air. Therefore, many literature studies investigated new strategies for the mitigation of cross-contamination with little-to-no additional cost of energy. These strategies mainly consist of the dilution and/or the capture and removal of contaminants at the levels of macroenvironment room air and occupant-adjacent microenvironment. On the macroenvironment level, the dilution occurs by the supply of large amounts of outdoor air in a sustainable way using passive cooling systems, and the removal of contaminants happens via filtering. Similarly, the microenvironment of the occupant can be diluted using localized ventilation techniques, and contaminants can be captured and removed by direct exhaust near the source of contamination. Thus, this work answers ten questions that explore the most prevailing technologies from the above-mentioned fronts that are used to mitigate cross-contamination in densely occupied spaces located in hot and humid climates at minimal energy consumption. The paper establishes a basis for future work and insights for new research directives for macro and microenvironment approaches.
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Affiliation(s)
- Nesreen Ghaddar
- Mechanical Engineering Department, American University of Beirut, P.O. Box 11-0236, Beirut, 1107-2020, Lebanon
| | - Kamel Ghali
- Mechanical Engineering Department, American University of Beirut, P.O. Box 11-0236, Beirut, 1107-2020, Lebanon
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91
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Digital Twin Evaluation of Environment and Health of Public Toilet Ventilation Design Based on Building Information Modeling. BUILDINGS 2022. [DOI: 10.3390/buildings12040470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Poor indoor air quality reduces the comfort experienced in the environment and can also harm our physical health. Mechanical ventilation design plays an important role in improving the indoor environment and the safety of public toilets. Therefore, in this study, we aimed to evaluate public toilet ventilation design schemes through a digital twin to determine the most effective scheme for reducing indoor pollutant concentrations. In this study, we used Autodesk Revit to create a digital twin BIM of different ventilation systems. We simulated the diffusion of pollutants in these models using computational fluid dynamics (CFD)-based methods, and we used DesignBuilder to simulate building energy consumption. From the perspective of architectural design, we determined measures important for reducing the concentration of air pollutants by increasing the number and volume of air exchanges and controlling the installation height of exhaust vents. The results show that the ventilation design of an all-air air conditioning system with an exhaust height of 400 mm can remarkably improve the indoor environmental health and ventilation efficiency of public toilets, while consuming 20.4% less energy and reducing carbon emissions by 30,681 kg CO2.
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92
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Thornton GM, Fleck BA, Fleck N, Kroeker E, Dandnayak D, Zhong L, Hartling L. The impact of heating, ventilation, and air conditioning design features on the transmission of viruses, including the 2019 novel coronavirus: A systematic review of ultraviolet radiation. PLoS One 2022; 17:e0266487. [PMID: 35395010 PMCID: PMC8992995 DOI: 10.1371/journal.pone.0266487] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 03/22/2022] [Indexed: 01/14/2023] Open
Abstract
Respiratory viruses are capable of transmitting via an aerosol route. Emerging evidence suggests that SARS-CoV-2 which causes COVID-19 can be spread through airborne transmission, particularly in indoor environments with poor ventilation. Heating, ventilation, and air conditioning (HVAC) systems can play a role in mitigating airborne virus transmission. Ultraviolet germicidal irradiation (UVGI), a feature that can be incorporated into HVAC systems, can be used to impede the ability of viruses to replicate and infect a host. We conducted a systematic review of the scientific literature examining the effectiveness of HVAC design features in reducing virus transmission-here we report results for ultraviolet (UV) radiation. We followed international standards for conducting systematic reviews and developed an a priori protocol. We conducted a comprehensive search to January 2021 of published and grey literature using Ovid MEDLINE, Compendex, and Web of Science Core. Two reviewers were involved in study selection, data extraction, and risk of bias assessments. We presented study characteristics and results in evidence tables, and synthesized results across studies narratively. We identified 32 relevant studies published between 1936 and 2020. Research demonstrates that: viruses and bacteriophages are inactivated by UV radiation; increasing UV dose is associated with decreasing survival fraction of viruses and bacteriophages; increasing relative humidity is associated with decreasing susceptibility to UV radiation; UV dose and corresponding survival fraction are affected by airflow pattern, air changes per hour, and UV device location; and UV radiation is associated with decreased transmission in both animal and human studies. While UV radiation has been shown to be effective in inactivating viruses and reducing disease transmission, practical implementation of UVGI in HVAC systems needs to consider airflow patterns, air changes per hour, and UV device location. The majority of the scientific literature is comprised of experimental, laboratory-based studies. Further, a variety of viruses have been examined; however, there are few studies of coronaviruses and none to date of SARS-CoV-2. Future field studies of UVGI systems could address an existing research gap and provide important information on system performance in real-world situations, particularly in the context of the current COVID-19 pandemic. This comprehensive synthesis of the scientific evidence examining the impact of UV radiation on virus transmission can be used to guide implementation of systems to mitigate airborne spread and identify priorities for future research. Trial registration PROSPERO 2020 CRD42020193968.
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Affiliation(s)
- Gail M. Thornton
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Brian A. Fleck
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Natalie Fleck
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Emily Kroeker
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Dhyey Dandnayak
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Lexuan Zhong
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Canada
| | - Lisa Hartling
- Department of Pediatrics, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Canada
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93
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Weaver AK, Head JR, Gould CF, Carlton EJ, Remais JV. Environmental Factors Influencing COVID-19 Incidence and Severity. Annu Rev Public Health 2022; 43:271-291. [PMID: 34982587 PMCID: PMC10044492 DOI: 10.1146/annurev-publhealth-052120-101420] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Emerging evidence supports a link between environmental factors-including air pollution and chemical exposures, climate, and the built environment-and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission and coronavirus disease 2019 (COVID-19) susceptibility and severity. Climate, air pollution, and the built environment have long been recognized to influence viral respiratory infections, and studies have established similar associations with COVID-19 outcomes. More limited evidence links chemical exposures to COVID-19. Environmental factors were found to influence COVID-19 through four major interlinking mechanisms: increased risk of preexisting conditions associated with disease severity; immune system impairment; viral survival and transport; and behaviors that increase viral exposure. Both data and methodologic issues complicate the investigation of these relationships, including reliance on coarse COVID-19 surveillance data; gaps in mechanistic studies; and the predominance of ecological designs. We evaluate the strength of evidence for environment-COVID-19 relationships and discuss environmental actions that might simultaneously address the COVID-19 pandemic, environmental determinants of health, and health disparities.
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Affiliation(s)
- Amanda K Weaver
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, California, USA; ,
| | - Jennifer R Head
- Department of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California, USA;
| | - Carlos F Gould
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA;
- Department of Earth System Science, Stanford University, Stanford, California, USA
| | - Elizabeth J Carlton
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado, Anschutz, Aurora, Colorado, USA;
| | - Justin V Remais
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, California, USA; ,
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94
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Liu S, Koupriyanov M, Paskaruk D, Fediuk G, Chen Q. Investigation of airborne particle exposure in an office with mixing and displacement ventilation. SUSTAINABLE CITIES AND SOCIETY 2022; 79:103718. [PMID: 35127341 PMCID: PMC8799404 DOI: 10.1016/j.scs.2022.103718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 01/25/2022] [Accepted: 01/25/2022] [Indexed: 05/07/2023]
Abstract
Effective ventilation could reduce COVID-19 infection in buildings. By using a computational fluid dynamics technique and advanced experimental measurement methods, this investigation studied the air velocity, air temperature, and particle number concentration in an office under a mixing ventilation (MV) system and a displacement ventilation (DV) system with different ventilation rates. The results show reasonably good agreement between the computed results and measured data. The air temperature and particle number concentration under the MV system were uniform, while the DV system generated a vertical stratification of the air temperature and particle number concentration. Because of the vertical stratification of the particle number concentration, the DV system provided better indoor air quality than the MV system. An increase in ventilation rate can reduce the particle concentration under the two systems. However, the improvement was not proportional to the ventilation rate. The increase in ventilation rate from 2 ACH to 4 ACH and 6 ACH for MV system reduced the particle concentration by 20% and 60%, respectively. While for the DV system, increasing the ventilation rate from 2 ACH to 4 ACH and 6 ACH reduced the particle concentration by only 10% and 40%, respectively. The ventilation effectiveness of the MV system was close to 1.0, but it was much higher for the DV system. Therefore, the DV system was better than the MV system.
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Affiliation(s)
- Sumei Liu
- Tianjin Key Laboratory of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin 300072, China
| | - Mike Koupriyanov
- Price Industries Limited, 638 Raleigh Street Winnipeg, MB R2K 3Z9, Canada
| | - Dale Paskaruk
- Price Industries Limited, 638 Raleigh Street Winnipeg, MB R2K 3Z9, Canada
| | - Graham Fediuk
- Price Industries Limited, 638 Raleigh Street Winnipeg, MB R2K 3Z9, Canada
| | - Qingyan Chen
- Department of Building Environment and Energy Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47905, USA
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95
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Sheikhnejad Y, Aghamolaei R, Fallahpour M, Motamedi H, Moshfeghi M, Mirzaei PA, Bordbar H. Airborne and aerosol pathogen transmission modeling of respiratory events in buildings: An overview of computational fluid dynamics. SUSTAINABLE CITIES AND SOCIETY 2022; 79:103704. [PMID: 35070645 PMCID: PMC8767784 DOI: 10.1016/j.scs.2022.103704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 01/13/2022] [Accepted: 01/15/2022] [Indexed: 05/03/2023]
Abstract
Pathogen droplets released from respiratory events are the primary means of dispersion and transmission of the recent pandemic of COVID-19. Computational fluid dynamics (CFD) has been widely employed as a fast, reliable, and inexpensive technique to support decision-making and to envisage mitigatory protocols. Nonetheless, the airborne pathogen droplet CFD modeling encounters limitations due to the oversimplification of involved physics and the intensive computational demand. Moreover, uncertainties in the collected clinical data required to simulate airborne and aerosol transport such as droplets' initial velocities, tempo-spatial profiles, release angle, and size distributions are broadly reported in the literature. There is a noticeable inconsistency around these collected data amongst many reported studies. This study aims to review the capabilities and limitations associated with CFD modeling. Setting the CFD models needs experimental data of respiratory flows such as velocity, particle size, and number distribution. Therefore, this paper briefly reviews the experimental techniques used to measure the characteristics of airborne pathogen droplet transmissions together with their limitations and reported uncertainties. The relevant clinical data related to pathogen transmission needed for postprocessing of CFD data and translating them to safety measures are also reviewed. Eventually, the uncertainty and inconsistency of the existing clinical data available for airborne pathogen CFD analysis are scurtinized to pave a pathway toward future studies ensuing these identified gaps and limitations.
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Affiliation(s)
- Yahya Sheikhnejad
- Centre for Mechanical Technology and Automation, Department of Mechanical Engineering, Universidade de Aveiro, Aveiro 3810-193, Portugal
- PICadvanced SA, Creative Science Park, Via do Conhecimento, Ed. Central, Ílhavo 3830-352, Portugal
| | - Reihaneh Aghamolaei
- School of Mechanical and Manufacturing Engineering, Faculty of Engineering and Computing, Dublin City University, Dublin 9, Whitehall, Ireland
| | - Marzieh Fallahpour
- School of Mechanical and Manufacturing Engineering, Faculty of Engineering and Computing, Dublin City University, Dublin 9, Whitehall, Ireland
| | - Hamid Motamedi
- Department of Mechanical Engineering, Tarbiat Modares University, Iran
| | - Mohammad Moshfeghi
- Department of Mechanical Engineering, Sogang University, Seoul, South Korea
| | - Parham A Mirzaei
- Architecture & Built Environment Department, University of Nottingham, University Park, Nottingham, UK
| | - Hadi Bordbar
- School of Engineering, Aalto University, Finland
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96
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Abstract
Healthy buildings are a deep-level development of green buildings, which can effectively help relieve stress and improve occupants’ physical and mental health. In addition, they are is likely to play an important role in preventing the spread of respiratory infectious diseases. Therefore, healthy buildings have attracted worldwide attention. This article reviews the research and development of healthy buildings in China. First, it briefly introduces the definition of healthy buildings, the key elements of evaluation standards, energy conservation measures and new technology applications for healthy buildings, and lessons learned from the global outbreak of SARS-CoV-2. Secondly, it presents the milestones of healthy building development and healthy building projects in China, and the benefits of healthy buildings were also discussed. Finally, the differences in the evaluation systems of healthy buildings between China and other countries were analyzed, the problems of the current policy system of healthy buildings in China were identified, and suggestions for future development were provided.
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97
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Schimmoller BJ, Trovão NS, Isbell M, Goel C, Heck BF, Archer TC, Cardinal KD, Naik NB, Dutta S, Daniel AR, Beheshti A. Covid-19 Exposure Assessment Tool (CEAT): Easy-to-use tool to quantify exposure based on airflow, group behavior, and infection prevalence in the community. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2022.03.02.22271806. [PMID: 35291295 PMCID: PMC8923112 DOI: 10.1101/2022.03.02.22271806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The COVID-19 Exposure Assessment Tool (CEAT) allows users to compare respiratory relative risk to SARS-CoV-2 for various scenarios, providing understanding of how combinations of protective measures affect exposure, dose, and risk. CEAT incorporates mechanistic, stochastic and epidemiological factors including the: 1) emission rate of virus, 2) viral aerosol degradation and removal, 3) duration of activity/exposure, 4) inhalation rates, 5) ventilation rates (indoors/outdoors), 6) volume of indoor space, 7) filtration, 8) mask use and effectiveness, 9) distance between people, 10) group size, 11) current infection rates by variant, 12) prevalence of infection and immunity in the community, 13) vaccination rates of the community, and 14) implementation of COVID-19 testing procedures. Demonstration of CEAT, from published studies of COVID-19 transmission events, shows the model accurately predicts transmission. We also show how health and safety professionals at NASA Ames Research Center used CEAT to manage potential risks posed by SARS-CoV-2 exposures. Given its accuracy and flexibility, the wide use of CEAT will have a long lasting beneficial impact in managing both the current COVID-19 pandemic as well as a variety of other scenarios.
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Affiliation(s)
- Brian J. Schimmoller
- Signature Science LLC, Austin, TX, 78759, USA
- COVID-19 International Research Team
- Lead Contacts
| | - Nídia S. Trovão
- COVID-19 International Research Team
- Fogarty International Center, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Chirag Goel
- COVID-19 International Research Team
- Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Benjamin F. Heck
- Bastion Technologies, NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Tenley C. Archer
- COVID-19 International Research Team
- Biomea Fusion, Inc. Redwood City, CA, 94063, USA
| | - Klint D. Cardinal
- Leidos, Inc., NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Neil B. Naik
- Leidos, Inc., NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Som Dutta
- COVID-19 International Research Team
- Mechanical & Aerospace Engineering, Utah State University, Logan, UT 84332, USA
| | - Ahleah Rohr Daniel
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Afshin Beheshti
- COVID-19 International Research Team
- KBR, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA, 94035, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
- Lead Contacts
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98
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Fountoulakis KN, Breda J, Arletou MP, Charalampakis AI, Karypidou MG, Kotorli KS, Koutsoudi CG, Ladia ES, Mitkani CA, Mpouri VN, Samara AC, Stravoravdi AS, Tsiamis IG, Tzortzi A, Vamvaka MA, Zacharopoulou CN, Prezerakos PE, Koupidis SA, K Fountoulakis N, Tsapakis EM, Konsta A, Theodorakis PN. Adherence to facemask use in public places during the autumn-winter 2020 COVID-19 lockdown in Greece: observational data. Ann Gen Psychiatry 2022; 21:9. [PMID: 35264198 PMCID: PMC8905561 DOI: 10.1186/s12991-022-00386-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 02/22/2022] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Wearing facemasks is of proven efficacy as a public health protective measure against COVID-19. Currently there are no observational data concerning the wearing of facemasks and the adherence to guidelines concerning their handling. METHODS Registration of the way passers-by were wearing facemasks at 26 different locations of five major cities in Greece. The results were correlated with the rate of COVID-19 deaths in the region. RESULTS In total, 119,433 passers-by were registered, 57,043 females (47.8%) and 62,390 males (52.2%). From the total sample, 81.1% were wearing the mask properly, 10.8% had their nose out, 6.2% were wearing it under the jaw, and 1.9% had no mask at all . There was a significant difference between males and females concerning any use of mask. Inappropriate use of was correlated with COVID-19 death rate in the studied region. CONCLUSION Our findings suggest that under conditions of mandatory wearing and in central locations of major cities, during walking, proper use of masks is suboptimal, but still contributes with some protection. Fear and risk perception seem to be strong factors contributing to adherence to proper mask wearing.
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Affiliation(s)
- Konstantinos N Fountoulakis
- Department of Psychiatry, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 6, Odysseos str, 55535, Thessaloniki, Greece
| | - Joao Breda
- WHO Athens Quality of Care Office, WHO Regional Office for Europe, Athens, Greece
| | - Marianna P Arletou
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Anastasios I Charalampakis
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria G Karypidou
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Konstantina S Kotorli
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Christina G Koutsoudi
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eleftheria S Ladia
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Calypso A Mitkani
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Vasiliki N Mpouri
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Anastasia C Samara
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Aikaterini S Stravoravdi
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis G Tsiamis
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Aphrodite Tzortzi
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria A Vamvaka
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Charikleia N Zacharopoulou
- School of Medicine, Faculty of Health Sciences, Clinical Mental Health, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Panagiotis E Prezerakos
- Department of Nursing, Laboratory of Integrated Health Care, University of Peloponnese, Tripoli, Greece
| | - Sotirios A Koupidis
- Occupational & Environmental Health Sector, Public Health Policy Department, School of Public Health, University of West Attica, Athens, Greece
| | | | | | - Anastasia Konsta
- Department of Psychiatry, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 6, Odysseos str, 55535, Thessaloniki, Greece
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99
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Grimalt JO, Vílchez H, Fraile-Ribot PA, Marco E, Campins A, Orfila J, van Drooge BL, Fanjul F. Spread of SARS-CoV-2 in hospital areas. ENVIRONMENTAL RESEARCH 2022; 204:112074. [PMID: 34547251 PMCID: PMC8450143 DOI: 10.1016/j.envres.2021.112074] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/30/2021] [Accepted: 09/11/2021] [Indexed: 05/05/2023]
Abstract
We performed a systematic sampling and analysis of airborne SARS-CoV-2 RNA in different hospital areas to assess viral spread. Systematic air filtration was performed in rooms with COVID-19 infected patients, in corridors adjacent to these rooms, to rooms of intensive care units, and to rooms with infected and uninfected patients, and in open spaces. RNA was extracted from the filters and real-time reverse transcription polymerase chain reaction was performed using the LightMix Modular SARS-CoV-2 E-gene. The highest occurrence of RNA was found in the rooms with COVID-19 patients (mean 2600 c/m3) and the adjacent corridor (mean 4000 c/m3) which was statistically significant more exposed (p < 0.01). This difference was related to the ventilation systems. As is commonly found in many hospitals, each of the rooms had an individual air inlet and outlet, while in the corridors these devices were located at the distance of every four rooms. There was a significant transfer of viruses from the COVID-19 patients' rooms to the corridors. The airborne SARS-CoV-2 RNA in the corridors of ICUs with COVID-19 patients or care rooms of uninfected patients were ten times lower, averages 190 c/m3 and 180 c/m3, respectively, without presenting significant differences. In all COVID-19 ICU rooms, patients were intubated and connected to respirators that filtered all exhaled air and prevented virus release, resulting in significantly lower viral concentrations in adjacent corridors. The results show that the greatest risk of nosocomial infection may also occur in hospital areas not directly exposed to the exhaled breath of infected patients. Hospitals should evaluate the ventilation systems of all units to minimize possible contagion and, most importantly, direct monitoring of SARS-CoV-2 in the air should be carried out to prevent unexpected viral exposures.
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Affiliation(s)
| | - Helem Vílchez
- Infectious Diseases Unit, Son Espases University Hospital, Palma, Mallorca, Spain; Balearic Islands Health Research Institute (IdISBa), Son Espases University Hospital, Palma, Mallorca, Spain
| | - Pablo A Fraile-Ribot
- Balearic Islands Health Research Institute (IdISBa), Son Espases University Hospital, Palma, Mallorca, Spain; Microbiology Department, Son Espases University Hospital, Palma, Mallorca, Spain
| | | | - Antoni Campins
- Infectious Diseases Unit, Son Espases University Hospital, Palma, Mallorca, Spain; Balearic Islands Health Research Institute (IdISBa), Son Espases University Hospital, Palma, Mallorca, Spain
| | - Jaime Orfila
- Internal Medicine Department, Son Espases University Hospital, Palma, Mallorca, Spain
| | | | - Francisco Fanjul
- Infectious Diseases Unit, Son Espases University Hospital, Palma, Mallorca, Spain; Balearic Islands Health Research Institute (IdISBa), Son Espases University Hospital, Palma, Mallorca, Spain.
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Sobolik JS, Sajewski ET, Jaykus LA, Cooper DK, Lopman BA, Kraay ANM, Ryan PB, Leon JS. Controlling risk of SARS-CoV-2 infection in essential workers of enclosed food manufacturing facilities. Food Control 2022; 133:108632. [PMID: 34703082 PMCID: PMC8532033 DOI: 10.1016/j.foodcont.2021.108632] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 12/23/2022]
Abstract
The SARS-CoV-2 global pandemic poses significant health risks to workers who are essential to maintaining the food supply chain. Using a quantitative risk assessment model, this study characterized the impact of risk reduction strategies for controlling SARS-CoV-2 transmission (droplet, aerosol, fomite-mediated) among front-line workers in a representative indoor fresh fruit and vegetable manufacturing facility. We simulated: 1) individual and cumulative SARS-CoV-2 infection risks from close contact (droplet and aerosols at 1-3 m), aerosol, and fomite-mediated exposures to a susceptible worker following exposure to an infected worker during an 8 h-shift; and 2) the relative reduction in SARS-CoV-2 infection risk attributed to infection control interventions (physical distancing, mask use, ventilation, surface disinfection, hand hygiene, vaccination). Without mitigation measures, the SARS-CoV-2 infection risk was largest for close contact (droplet and aerosol) at 1 m (0.96, 5th - 95th percentile: 0.67-1.0). In comparison, risk associated with fomite (0.26, 5th - 95th percentile: 0.10-0.56) or aerosol exposure alone (0.05, 5th - 95th percentile: 0.01-0.13) at 1 m distance was substantially lower (73-95%). At 1 m, droplet transmission predominated over aerosol and fomite-mediated transmission, however, this changed by 3 m, with aerosols comprising the majority of the exposure dose. Increasing physical distancing reduced risk by 84% (1-2 m) and 91% (1-3 m). Universal mask use reduced infection risk by 52-88%, depending on mask type. Increasing ventilation (from 0.1 to 2-8 air changes/hour) resulted in risk reductions of 14-54% (1 m) and 55-85% (2 m). Combining these strategies, together with handwashing and surface disinfection, resulted in <1% infection risk. Partial or full vaccination of the susceptible worker resulted in risk reductions of 73-92% (1 m risk range: 0.08-0.26). However, vaccination paired with other interventions (ACH 2, mask use, or distancing) was necessary to achieve infection risks <1%. Current industry SARS-CoV-2 risk reduction strategies, particularly when bundled, provide significant protection to essential food workers.
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Affiliation(s)
- Julia S Sobolik
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | | | - Lee-Ann Jaykus
- Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, 27695, USA
| | - D Kane Cooper
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Ben A Lopman
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Alicia N M Kraay
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - P Barry Ryan
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Juan S Leon
- Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
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