1
|
Lane G, Zhou G, Hultquist JF, Simons LM, Redondo RL, Ozer EA, McCarthy DM, Ison MG, Achenbach CJ, Wang X, Wai CM, Wyatt E, Aalsburg A, Yang Q, Noto T, Alisoltani A, Ysselstein D, Awatramani R, Murphy R, Theron G, Zelano C. Quantity of SARS-CoV-2 RNA copies exhaled per minute during natural breathing over the course of COVID-19 infection. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.06.23295138. [PMID: 37732212 PMCID: PMC10508818 DOI: 10.1101/2023.09.06.23295138] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
SARS-CoV-2 is spread through exhaled breath of infected individuals. A fundamental question in understanding transmission of SARS-CoV-2 is how much virus an individual is exhaling into the environment while they breathe, over the course of their infection. Research on viral load dynamics during COVID-19 infection has focused on internal swab specimens, which provide a measure of viral loads inside the respiratory tract, but not on breath. Therefore, the dynamics of viral shedding on exhaled breath over the course of infection are poorly understood. Here, we collected exhaled breath specimens from COVID-19 patients and used RTq-PCR to show that numbers of exhaled SARS-CoV-2 RNA copies during COVID-19 infection do not decrease significantly until day 8 from symptom-onset. COVID-19-positive participants exhaled an average of 80 SARS-CoV-2 viral RNA copies per minute during the first 8 days of infection, with significant variability both between and within individuals, including spikes over 800 copies a minute in some patients. After day 8, there was a steep drop to levels nearing the limit of detection, persisting for up to 20 days. We further found that levels of exhaled viral RNA increased with self-rated symptom-severity, though individual variation was high. Levels of exhaled viral RNA did not differ across age, sex, time of day, vaccination status or viral variant. Our data provide a fine-grained, direct measure of the number of SARS-CoV-2 viral copies exhaled per minute during natural breathing-including 312 breath specimens collected multiple times daily over the course of infection-in order to fill an important gap in our understanding of the time course of exhaled viral loads in COVID-19.
Collapse
|
2
|
Nazari A, Taghizadeh-Hesary F. Numerical investigation of airborne infection risk in an elevator cabin under different ventilation designs. PHYSICS OF FLUIDS 2023; 35. [DOI: 10.1063/5.0152878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/21/2024]
Abstract
Airborne transmission of SARS-CoV-2 via virus-laden aerosols in enclosed spaces poses a significant concern. Elevators, commonly utilized enclosed spaces in modern tall buildings, present a challenge as the impact of varying heating, ventilation, and air conditioning (HVAC) systems on virus transmission within these cabins remains unclear. In this study, we employ computational modeling to examine aerosol transmission within an elevator cabin outfitted with diverse HVAC systems. Using a transport equation, we model aerosol concentration and assess infection risk distribution across passengers' breathing zones. We calculate the particle removal efficiency for each HVAC design and introduce a suppression effect criterion to evaluate the effectiveness of the HVAC systems. Our findings reveal that mixing ventilation, featuring both inlet and outlet at the ceiling, proves most efficient in reducing particle spread, achieving a maximum removal efficiency of 79.40% during the exposure time. Conversely, the stratum ventilation model attains a mere removal efficiency of 3.97%. These results underscore the importance of careful HVAC system selection in mitigating the risk of SARS-CoV-2 transmission within elevator cabins.
Collapse
Affiliation(s)
- Ata Nazari
- University of Tabriz, Department of Mechanical Engineering 1 , Tabriz, Iran
| | - Farzad Taghizadeh-Hesary
- ENT and Head and Neck Research Center and Department, The Five Senses Health Institute, School of Medicine, Iran University of Medical Sciences 5 , Tehran, Iran
| |
Collapse
|
3
|
Glenn K, He J, Rochlin R, Teng S, Hecker JG, Novosselov I. Assessment of aerosol persistence in ICUs via low-cost sensor network and zonal models. Sci Rep 2023; 13:3992. [PMID: 36899063 PMCID: PMC10006437 DOI: 10.1038/s41598-023-30778-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/01/2023] [Indexed: 03/12/2023] Open
Abstract
The COVID-19 pandemic raised public awareness about airborne particulate matter (PM) due to the spread of infectious diseases via the respiratory route. The persistence of potentially infectious aerosols in public spaces and the spread of nosocomial infections in medical settings deserve careful investigation; however, a systematic approach characterizing the fate of aerosols in clinical environments has not been reported. This paper presents a methodology for mapping aerosol propagation using a low-cost PM sensor network in ICU and adjacent environments and the subsequent development of the data-driven zonal model. Mimicking aerosol generation by a patient, we generated trace NaCl aerosols and monitored their propagation in the environment. In positive (closed door) and neutral-pressure (open door) ICUs, up to 6% or 19%, respectively, of all PM escaped through the door gaps; however, the outside sensors did not register an aerosol spike in negative-pressure ICUs. The K-means clustering analysis of temporospatial aerosol concentration data suggests that ICU can be represented by three distinct zones: (1) near the aerosol source, (2) room periphery, and (3) outside the room. The data suggests two-phase plume behavior: dispersion of the original aerosol spike throughout the room, followed by an evacuation phase where "well-mixed" aerosol concentration decayed uniformly. Decay rates were calculated for positive, neutral, and negative pressure operations, with negative-pressure rooms clearing out nearly twice as fast. These decay trends closely followed the air exchange rates. This research demonstrates the methodology for aerosol monitoring in medical settings. This study is limited by a relatively small data set and is specific to single-occupancy ICU rooms. Future work needs to evaluate medical settings with high risks of infectious disease transmission.
Collapse
Affiliation(s)
- K Glenn
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - J He
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - R Rochlin
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - S Teng
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - J G Hecker
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, USA
| | - I Novosselov
- Department of Mechanical Engineering, University of Washington, Seattle, USA.
| |
Collapse
|
4
|
Somsen GA, Winter MM, Tulevski II, Kooij S, Bonn D. Risk of aerosol transmission of SARS-CoV-2 in a clinical cardiology setting. BUILDING AND ENVIRONMENT 2022; 220:109254. [PMID: 35719131 PMCID: PMC9187860 DOI: 10.1016/j.buildenv.2022.109254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/30/2022] [Accepted: 05/31/2022] [Indexed: 06/15/2023]
Abstract
Cardiac exercise stress testing (CEST) is an important diagnostic tool in daily cardiology practice. However, during intense physical activity microdroplet aerosols, potentially containing SARS-CoV-2 particles, can persist in a room for a long time. This poses a potential infection risk for the medical staff involved in CEST, as well as for the patients entering the same room afterwards. We measured aerosol generation and persistence, to perform a risk assessment for SARS-CoV-2 transmission through aerosols during CEST. We find that during CEST, the aerosol levels remain low enough that SARS-CoV-2 transmission through aerosols is unlikely, with the room ventilation system producing 14 air changes per hour. A simple measurement of CO2 concentration gives a good indication of the ventilation quality.
Collapse
Affiliation(s)
- G Aernout Somsen
- Cardiology Centers of the Netherlands, Amsterdam, the Netherlands
| | - Michiel M Winter
- Cardiology Centers of the Netherlands, Amsterdam, the Netherlands
- Amsterdam University Medical Centre, Amsterdam, the Netherlands
| | - Igor I Tulevski
- Cardiology Centers of the Netherlands, Amsterdam, the Netherlands
| | - Stefan Kooij
- Van der Waals-Zeeman Institute, Institute of Physics, University of Amsterdam, the Netherlands
| | - Daniel Bonn
- Van der Waals-Zeeman Institute, Institute of Physics, University of Amsterdam, the Netherlands
| |
Collapse
|
5
|
Luescher AM, Koch J, Stark WJ, Grass RN. Silica-encapsulated DNA tracers for measuring aerosol distribution dynamics in real-world settings. INDOOR AIR 2022; 32:e12945. [PMID: 34676590 PMCID: PMC9298268 DOI: 10.1111/ina.12945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/25/2021] [Accepted: 10/08/2021] [Indexed: 06/13/2023]
Abstract
Aerosolized particles play a significant role in human health and environmental risk management. The global importance of aerosol-related hazards, such as the circulation of pathogens and high levels of air pollutants, have led to a surging demand for suitable surrogate tracers to investigate the complex dynamics of airborne particles in real-world scenarios. In this study, we propose a novel approach using silica particles with encapsulated DNA (SPED) as a tracing agent for measuring aerosol distribution indoors. In a series of experiments with a portable setup, SPED were successfully aerosolized, recaptured, and quantified using quantitative polymerase chain reaction (qPCR). Position dependency and ventilation effects within a confined space could be shown in a quantitative fashion achieving detection limits below 0.1 ng particles per m3 of sampled air. In conclusion, SPED show promise for a flexible, cost-effective, and low-impact characterization of aerosol dynamics in a wide range of settings.
Collapse
Affiliation(s)
- Anne M. Luescher
- Institute for Chemical and BioengineeringETH ZurichZurichSwitzerland
| | - Julian Koch
- Institute for Chemical and BioengineeringETH ZurichZurichSwitzerland
| | - Wendelin J. Stark
- Institute for Chemical and BioengineeringETH ZurichZurichSwitzerland
| | - Robert N. Grass
- Institute for Chemical and BioengineeringETH ZurichZurichSwitzerland
| |
Collapse
|
6
|
Ereth M, Wagoner T, Blevins M, Hess D. Elevator Cabin Decontamination With ACTIVE Particle Control™ Technology. Front Public Health 2021; 9:729204. [PMID: 34957003 PMCID: PMC8692565 DOI: 10.3389/fpubh.2021.729204] [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: 06/22/2021] [Accepted: 11/03/2021] [Indexed: 11/18/2022] Open
Abstract
Effectively reducing contamination and aerosolized bioburden may limit the risk of disease transmission in closed settings when social distancing is not possible. Unlike uncontrolled ionization and oxidation devices ACTIVE Particle Control™ conditions particles in a highly controlled fashion which provides effective air purification without the generation of ozone or other toxic by-products. The purpose of this study was to determine the impact of ACTIVE Particle Control™ on elevator cabin particle load compared to standard ventilation. The intervention trial utilized particle mass tools to determine the difference in particle clearance between standard elevator cabin ventilation and ACTIVE Particle Control™ technology. Cabin particulate contaminants were significantly reduced using ACTIVE Particle Control™ technology in an operating elevator.
Collapse
Affiliation(s)
- Mark Ereth
- Mayo Clinic, Rochester, MN, United States
| | - Tracy Wagoner
- Henderson Building Solutions, LLC, Lenexa, KS, United States
| | - Mark Blevins
- Henderson Building Solutions, LLC, Lenexa, KS, United States
| | - Donald Hess
- SecureAire, Inc., Dunedin, FL, United States
| |
Collapse
|
7
|
Dbouk T, Roger F, Drikakis D. Reducing indoor virus transmission using air purifiers. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:103301. [PMID: 34629834 PMCID: PMC8498854 DOI: 10.1063/5.0064115] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/08/2021] [Indexed: 05/06/2023]
Abstract
Air purifiers are limited to small polluting airborne particles and poor air circulation (fan) for bringing airborne particles inside the device. Thus, the optimal utility of domestic air purifiers (DAPs) for eliminating airborne viruses is still ambiguous. This paper addresses the above limitations using computational fluid dynamics modeling and simulations to investigate the optimal local design of a DAP in an indoor space. We also investigate the integrated fan system and the local transport of airborne viruses. Three different scenarios of using standard DAP equipment ( 144 m 3 / h ) are explored in an indoor space comprising a furnished living room 6 × 6 × 2.5 m 3 . We show that the local positioning of a purifier indoors and the fan system embedded inside it can significantly alter the indoor airborne virus transmission risk. Finally, we propose a new indoor air circulation system that better ensures indoor airborne viruses' local orientation more efficiently than a fan embedded in a standard DAP.
Collapse
Affiliation(s)
- Talib Dbouk
- Author to whom correspondence should be addressed:
| | | | | |
Collapse
|
8
|
Ereth MH, Fine J, Stamatatos F, Mathew B, Hess D, Simpser E. Healthcare-associated infection impact with bioaerosol treatment and COVID-19 mitigation measures. J Hosp Infect 2021; 116:69-77. [PMID: 34302883 PMCID: PMC8295046 DOI: 10.1016/j.jhin.2021.07.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 07/15/2021] [Accepted: 07/16/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND The real-world impact of breathing zone air purification and coronavirus disease 2019 (COVID-19) mitigation measures on healthcare-associated infections is not well documented. Engineering solutions to treat airborne transmission of disease may yield results in controlled test chambers or single rooms, but have not been reported on hospital-wide applications, and the impact of COVID-19 mitigation measures on healthcare-associated infection rates is unknown. AIM To determine the impact of hospital-wide bioaerosol treatment and COVID-19 mitigation measures on clinical outcomes. METHODS The impact of the step-wise addition of air disinfection technology and COVID-19 mitigation measures to standard multi-modal infection control on particle counts, viral and bacterial bioburden, and healthcare-associated infection rates was investigated in a 124-bed hospital (>100,000 patient-days over 30 months). FINDINGS AND CONCLUSION The addition of air disinfection technology and COVID-19 mitigation measures reduced airborne ultrafine particles, altered hospital bioburden, and reduced healthcare-associated infections from 11.9 to 6.6 (per 1000 patient-days) and from 6.6 to 1.0 (per 1000 patient-days), respectively (P<0.0001, R2=0.86). No single technology, tool or procedure will eliminate healthcare-associated infections, but the addition of a ubiquitous facility-wide engineering solution at limited expense and with no alteration to patient, visitor or staff traffic or workflow patterns reduced infections by 45%. A similar impact was documented with the addition of comprehensive, restrictive, and labour- and material-intensive COVID-19 mitigation measures. To the authors' knowledge, this is the first direct comparison between traditional infection control, an engineering solution and COVID-19 mitigation measures.
Collapse
Affiliation(s)
- M H Ereth
- Mayo Clinic College of Medicine, Rochester, MN, USA.
| | - J Fine
- St. Mary's Hospital for Children, Bayside, NY, USA
| | | | - B Mathew
- St. Mary's Hospital for Children, Bayside, NY, USA
| | - D Hess
- SecureAire, Inc, Dunedin, FL, USA
| | - E Simpser
- St. Mary's Hospital for Children, Bayside, NY, USA
| |
Collapse
|
9
|
Douglas J, Geoghegan JL, Hadfield J, Bouckaert R, Storey M, Ren X, de Ligt J, French N, Welch D. Real-Time Genomics for Tracking Severe Acute Respiratory Syndrome Coronavirus 2 Border Incursions after Virus Elimination, New Zealand. Emerg Infect Dis 2021; 27:2361-2368. [PMID: 34424164 PMCID: PMC8386796 DOI: 10.3201/eid2709.211097] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Since severe acute respiratory syndrome coronavirus 2 was first eliminated in New Zealand in May 2020, a total of 13 known coronavirus disease (COVID-19) community outbreaks have occurred, 2 of which led health officials to issue stay-at-home orders. These outbreaks originated at the border via isolating returnees, airline workers, and cargo vessels. Because a public health system was informed by real-time viral genomic sequencing and complete genomes typically were available within 12 hours of community-based positive COVID-19 test results, every outbreak was well-contained. A total of 225 community cases resulted in 3 deaths. Real-time genomics were essential for establishing links between cases when epidemiologic data could not do so and for identifying when concurrent outbreaks had different origins.
Collapse
|
10
|
Yu Z, Kadir M, Liu Y, Huang J. Droplet-capturing coatings on environmental surfaces based on cosmetic ingredients. Chem 2021. [DOI: 10.1016/j.chempr.2021.05.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
|
11
|
Dbouk T, Drikakis D. On airborne virus transmission in elevators and confined spaces. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:011905. [PMID: 33790526 PMCID: PMC7984422 DOI: 10.1063/5.0038180] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 12/14/2020] [Indexed: 05/04/2023]
Abstract
The impact of air ventilation systems on airborne virus transmission (AVT), and aerosols in general, in confined spaces is not yet understood. The recent pandemic has made it crucial to understand the limitations of ventilation systems regarding AVT. We consider an elevator as a prototypical example of a confined space and show how ventilation designs alone, regardless of cooling or heating, contribute to AVT. Air circulation effects are investigated through multiphase computational fluid dynamics, and the performance of an air purifier in an elevator for reducing AVT is assessed. We have investigated three different flow scenarios regarding the position and operation of inlets and outlets in the elevator and a fourth scenario that includes the operation of the air purifier. The position of the inlets and outlets significantly influences the flow circulation and droplet dispersion. An air purifier does not eliminate airborne transmission. The droplet dispersion is reduced when a pair of an inlet and an outlet is implemented. The overall practical conclusion is that the placement and design of the air purifier and ventilation systems significantly affect the droplet dispersion and AVT. Thus, engineering designs of such systems must take into account the flow dynamics in the confined space the systems will be installed.
Collapse
|
12
|
Somsen GA, van Rijn CJM, Kooij S, Bem RA, Bonn D. Measurement of small droplet aerosol concentrations in public spaces using handheld particle counters. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2020; 32:121707. [PMID: 33362399 PMCID: PMC7757574 DOI: 10.1063/5.0035701] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We measure aerosol persistence to assess the risk of transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in public spaces. Direct measurement of aerosol concentrations, however, has proven to be technically difficult; we propose the use of handheld particle counters as a novel and easily applicable method to measure aerosol concentrations. This allows us to perform measurements in typical public spaces, each differing in volume, the number of people, and the ventilation rate. These data are used to estimate the relation between the aerosol persistence time and the risk of infection with SARS-CoV-2.
Collapse
Affiliation(s)
| | - Cees J. M. van Rijn
- Van der Waals-Zeeman Institute, Institute of
Physics, University of Amsterdam, Amsterdam, The
Netherlands
| | - Stefan Kooij
- Van der Waals-Zeeman Institute, Institute of
Physics, University of Amsterdam, Amsterdam, The
Netherlands
| | - Reinout A. Bem
- Department of Pediatric Intensive Care, Emma
Children’s Hospital, Amsterdam University Medical Centers, Location AMC,
Amsterdam, The Netherlands
| | - Daniel Bonn
- Van der Waals-Zeeman Institute, Institute of
Physics, University of Amsterdam, Amsterdam, The
Netherlands
- Permanent address: Institute of Physics, University of
Amsterdam, Science Park 904, 1098XH Amsterdam, The Netherlands. Author to whom
correspondence should be addressed: . Tel.: +31205255887
| |
Collapse
|