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Bekeschus S, Heuser M, Miebach L, Frank M, von Woedtke T, Schmidt A. Viral inactivation of murine coronavirus via multiple gas plasma-derived reactive species. Redox Biol 2025; 82:103591. [PMID: 40085974 PMCID: PMC11954120 DOI: 10.1016/j.redox.2025.103591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Revised: 03/07/2025] [Accepted: 03/10/2025] [Indexed: 03/16/2025] Open
Abstract
The recent pandemic has highlighted the urgent need to elucidate the pathophysiological mechanisms underlying viral effects in humans and is driving the search for innovative antiviral therapies. Several studies have investigated the ability of gas plasma, a partially ionized gas that simultaneously generates several reactive species, to be a new antiviral tool. However, several aspects of the mechanisms of antiviral action of gas plasma remained elusive. In this study, we, for the first time, used a gas plasma device approved for medical purposes and routinely applied in the clinics, especially for wound healing, to test its antiviral activity against a murine corona-virus in vitro (MHV-GFP), a research model analogous to human coronaviruses such as SARS-CoV-2. For this, we established a novel high-content imaging assay that gave quantitative and kinetic information about infection and reduced viral activity in murine fibroblasts (17Cl-1) host cells. Gas plasma treatment delayed viral infectivity and reduced overall infection and toxicity in 17Cl1 cells. Various antioxidants at different concentrations were screened to identify ROS relevant to antiviral effects. Catalase provided no virus protection, and DMSO, mannitol, histidine, Trolox, and ascorbic acid only modestly reduced gas plasma virucidal efficacy. By contrast, glutathione, tyrosine, and cysteine showed profound but not complete protection of MHV from gas plasma-derived reactive species, suggesting pivotal roles of superoxide radicals and peroxynitrite gas in plasma-driven viral inactivation. At extended gas plasma exposure times, fewer intact MHV RNA were detected, indicative of reactive species-driven RNA modifications or degradation as an additional mechanism of action. Virus particle size changes measured by electron microscopy were moderate. Collectively, we identified the potent antiviral activity of a clinically approved argon plasma jet along with potential mechanisms of action.
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Affiliation(s)
- Sander Bekeschus
- ZIK Plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Leibniz Health Research Alliance, 17489, Greifswald, Germany; Department of Dermatology and Venerology, Rostock University Medical Center, 18057, Rostock, Germany.
| | - Meike Heuser
- ZIK Plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Leibniz Health Research Alliance, 17489, Greifswald, Germany
| | - Lea Miebach
- ZIK Plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Leibniz Health Research Alliance, 17489, Greifswald, Germany
| | - Marcus Frank
- Department of Medical Biology and Electron Microscopy Center, Rostock University Medical Center, 18057, Rostock, Germany
| | - Thomas von Woedtke
- ZIK Plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Leibniz Health Research Alliance, 17489, Greifswald, Germany; Institute for Hygiene and Environmental Medicine, Greifswald University Medical Center, 17475, Greifswald, Germany
| | - Anke Schmidt
- ZIK Plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Leibniz Health Research Alliance, 17489, Greifswald, Germany
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2
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Tao S, Zhu Y, Chen M, Shangguan W. Advances in Electrostatic Plasma Methods for Purification of Airborne Pathogenic Microbial Aerosols: Mechanism, Modeling and Application. ENVIRONMENT & HEALTH (WASHINGTON, D.C.) 2024; 2:596-617. [PMID: 39512392 PMCID: PMC11540111 DOI: 10.1021/envhealth.4c00100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 07/09/2024] [Accepted: 07/09/2024] [Indexed: 11/15/2024]
Abstract
The transmission of pathogenic airborne microorganisms significantly impacts public health and societal functioning. Ensuring healthy indoor air quality in public spaces is critical. Among various air purification technologies, electrostatic precipitation and atmospheric pressure nonthermal plasma are notable for their broad-spectrum effectiveness, high efficiency, cost-effectiveness, and safety. This review investigates the primary mechanisms by which these electrostatic methods collect and disinfect pathogenic aerosols. It also delves into recent advancements in enhancing their physical and chemical mechanisms for improve efficiency. Simultaneously, a thorough summary of mathematical models related to the migration and deactivation of pathogenic aerosols in electrostatic purifiers is provided. It will help us to understand the behavior of aerosols in purification systems. Additionally, the review discusses the current research on creating a comprehensive health protection system and addresses the challenges of balancing byproduct control with efficiency. The aim is to establish a foundation for future research and development in electrostatic aerosol purification and develop integrated air purification technologies that are both efficient and safe.
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Affiliation(s)
- Shanlong Tao
- Research
Center for Combustion and Environmental Technology, School of Mechanical
Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
| | - Yong Zhu
- School
of Mechanical and Power Engineering, East
China University of Science and Technology, Shanghai 200237, PR China
| | - Mingxia Chen
- Research
Center for Combustion and Environmental Technology, School of Mechanical
Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
| | - Wenfeng Shangguan
- Research
Center for Combustion and Environmental Technology, School of Mechanical
Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
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3
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Wang L, Morán J, Olson BA, Yang M, Hogan CJ, Torremorell M. Aerodynamic Size-Dependent Collection and Inactivation of Virus-Laden Aerosol Particles in an Electrostatic Precipitator. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024. [PMID: 39259020 PMCID: PMC11430179 DOI: 10.1021/acs.est.4c03820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
Electrostatic precipitators (ESPs) may enable high particle collection efficiency with minimal pressure drop in HVAC systems. However, studies of pathogen collection and inactivation in ESPs at medium to higher flow rates are limited. Here, a single-stage, wire-plate ESP operated at flow rates of 51 and 85 m3 h-1 was used to study the removal of virus-laden aerosol particles for three different airborne viruses: (1) bovine coronavirus (BCoV), (2) influenza A virus (IAV), and (3) porcine reproductive and respiratory virus (PRRSV). Size-resolved measurements of collection efficiency were obtained using Andersen cascade impactors (ACI) sampling upstream and downstream of the ESP. All measurements were analyzed based on three distinctive but complementary methods: (1) fluorimetry to assess physical collection, (2) RT-qPCR to assess viral RNA concentrations and (3) virus titration to assess virus viability. In general, log reductions by virus titration were highest followed by those from RT-qPCR, and last fluorimetry, suggesting that a portion of virus may be potentially inactivated in flight in the ESP. An effective migration (deposition) velocity ranging from 3.10 to 10.05 cm s-1 was also determined using the spatially resolved measurements of virus collection on the ESP plates.
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Affiliation(s)
- Lan Wang
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, Minnesota 55108, United States
| | - José Morán
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Bernard A Olson
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - My Yang
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, Minnesota 55108, United States
| | - Christopher J Hogan
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Montserrat Torremorell
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, Minnesota 55108, United States
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4
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Ma Z, Dwivedi AK, Clack HL. Effects of chemically-reductive trace gas contaminants on non-thermal plasma inactivation of an airborne virus. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 939:173447. [PMID: 38788942 DOI: 10.1016/j.scitotenv.2024.173447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/07/2024] [Accepted: 05/20/2024] [Indexed: 05/26/2024]
Abstract
Transmission of airborne infectious diseases poses great risk for public health and socio-economic stability, thus, there is a need for an effective control method targeting the spread and transmission of pathogenic aerosols. The existence of chemically-reductive trace air contaminants in animal agriculture may affect the oxidation inactivation process of pathogens. In this study, we report how the presence of such gasses impacts the effectiveness of using non-thermal plasma (NTP) within a packed-bed dielectric barrier discharge reactor to inactivate MS2 bacteriophage. Inactivation of the aerosolized bacteriophage is determined by the combination of viability and polymerase chain reaction assays. Using a plasma power source with a voltage of 20 kV and frequency of 350 Hz, after differentiating and excluding the physical removal effects of viral aerosols potentially caused by plasma, the baseline inactivation of MS2 aerosol in air has been determined based on an overall air flow rate of 200 Liters per minute and plasma discharge power of 1.8 W. When either ammonia or hydrogen sulfide gas is introduced into the airstream at a concentration of 1 part per million, the NTP virus inactivation efficiency is reduced to around 0.5-log from the 1-log baseline inactivation in air alone. Higher concentrations of those gasses will not further inhibit the effectiveness of plasma inactivation.
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Affiliation(s)
- Zhenyu Ma
- Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI, United States.
| | - Anubhav Kumar Dwivedi
- Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Herek L Clack
- Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI, United States
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5
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Qin H, Qiu H, Liu K, Hong B, Liu Y, Li C, Li M, An X, Song L, Robert E, Tong Y, Fan H, Wang R. Cold atmospheric plasma can effectively disinfect SARS-CoV-2 in the wastewater. EXPLORATION (BEIJING, CHINA) 2024; 4:20230012. [PMID: 38939868 PMCID: PMC11189572 DOI: 10.1002/exp.20230012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 11/01/2023] [Indexed: 06/29/2024]
Abstract
COVID-19 is currently pandemic and the detection of SARS-CoV-2 variants in wastewater is causing widespread concern. Herein, cold atmospheric plasma (CAP) is proposed as a novel wastewater disinfection technology that effectively inactivates SARS-CoV-2 transcription- and replication-competent virus-like particles, coronavirus GX_P2V, pseudotyped SARS-CoV-2 variants, and porcine epidemic diarrhoea virus in a large volume of water within 180 s (inhibition rate > 99%). Further, CAP disinfection did not adversely affect the viability of various human cell lines. It is identified that CAP produced peroxynitrite (ONOO-), ozone (O3), superoxide anion radicals (O2 -), and hydrogen peroxide (H2O2) as the major active substances for coronavirus disinfection. Investigation of the mechanism showed that active substances not only reacted with the coronavirus spike protein and affected its infectivity, but also destroyed the nucleocapsid protein and genome, thus affecting virus replication. This method provides an efficient and environmentally friendly strategy for the elimination of SARS-CoV-2 and other coronaviruses from wastewater.
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Affiliation(s)
- Hongbo Qin
- College of Mechanical and Electrical EngineeringBeijing University of Chemical TechnologyBeijingChina
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Hengju Qiu
- College of Mechanical and Electrical EngineeringBeijing University of Chemical TechnologyBeijingChina
| | - Ke Liu
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Bixia Hong
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Yuchen Liu
- College of Mechanical and Electrical EngineeringBeijing University of Chemical TechnologyBeijingChina
| | - Chun Li
- College of Mechanical and Electrical EngineeringBeijing University of Chemical TechnologyBeijingChina
| | - Mengzhe Li
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Xiaoping An
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Lihua Song
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | | | - Yigang Tong
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
- Beijing Advanced Innovation Center for Soft Matter Science and EngineeringBeijing University of Chemical TechnologyBeijingChina
| | - Huahao Fan
- College of Life Science and TechnologyBeijing University of Chemical TechnologyBeijingChina
| | - Ruixue Wang
- College of Mechanical and Electrical EngineeringBeijing University of Chemical TechnologyBeijingChina
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6
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Ouyang H, Wang L, Sapkota D, Yang M, Morán J, Li L, Olson BA, Schwartz M, Hogan CJ, Torremorell M. Control technologies to prevent aerosol-based disease transmission in animal agriculture production settings: a review of established and emerging approaches. Front Vet Sci 2023; 10:1291312. [PMID: 38033641 PMCID: PMC10682736 DOI: 10.3389/fvets.2023.1291312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 10/26/2023] [Indexed: 12/02/2023] Open
Abstract
Transmission of infectious agents via aerosols is an ever-present concern in animal agriculture production settings, as the aerosol route to disease transmission can lead to difficult-to-control and costly diseases, such as porcine respiratory and reproductive syndrome virus and influenza A virus. It is increasingly necessary to implement control technologies to mitigate aerosol-based disease transmission. Here, we review currently utilized and prospective future aerosol control technologies to collect and potentially inactivate pathogens in aerosols, with an emphasis on technologies that can be incorporated into mechanically driven (forced air) ventilation systems to prevent aerosol-based disease spread from facility to facility. Broadly, we find that control technologies can be grouped into three categories: (1) currently implemented technologies; (2) scaled technologies used in industrial and medical settings; and (3) emerging technologies. Category (1) solely consists of fibrous filter media, which have been demonstrated to reduce the spread of PRRSV between swine production facilities. We review the mechanisms by which filters function and are rated (minimum efficiency reporting values). Category (2) consists of electrostatic precipitators (ESPs), used industrially to collect aerosol particles in higher flow rate systems, and ultraviolet C (UV-C) systems, used in medical settings to inactivate pathogens. Finally, category (3) consists of a variety of technologies, including ionization-based systems, microwaves, and those generating reactive oxygen species, often with the goal of pathogen inactivation in aerosols. As such technologies are typically first tested through varied means at the laboratory scale, we additionally review control technology testing techniques at various stages of development, from laboratory studies to field demonstration, and in doing so, suggest uniform testing and report standards are needed. Testing standards should consider the cost-benefit of implementing the technologies applicable to the livestock species of interest. Finally, we examine economic models for implementing aerosol control technologies, defining the collected infectious particles per unit energy demand.
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Affiliation(s)
- Hui Ouyang
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, United States
- Department of Mechanical Engineering, University of Texas-Dallas, Richardson, TX, United States
| | - Lan Wang
- Department of Veterinary Population Medicine, University of Minnesota, Saint Paul, MN, United States
| | - Deepak Sapkota
- Department of Mechanical Engineering, University of Texas-Dallas, Richardson, TX, United States
| | - My Yang
- Department of Veterinary Population Medicine, University of Minnesota, Saint Paul, MN, United States
| | - José Morán
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Li Li
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Bernard A. Olson
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Mark Schwartz
- Department of Veterinary Population Medicine, University of Minnesota, Saint Paul, MN, United States
- Schwartz Farms, Sleepy Eye, MN, United States
| | - Christopher J. Hogan
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Montserrat Torremorell
- Department of Veterinary Population Medicine, University of Minnesota, Saint Paul, MN, United States
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7
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Zhang L, Guo Y, Tie J, Yao Z, Feng Z, Wu Q, Wang X, Luo H. Grating-like DBD plasma for air disinfection: Dose and dose-response characteristics. JOURNAL OF HAZARDOUS MATERIALS 2023; 447:130780. [PMID: 36669408 DOI: 10.1016/j.jhazmat.2023.130780] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/02/2023] [Accepted: 01/10/2023] [Indexed: 06/17/2023]
Abstract
Atmospheric pressure dielectric barrier discharge (DBD) plasma is an emerging technique for effective bioaerosol decontamination and is promising to be used in indoor environments to reduce infections. However, fundamental knowledge of the dose and dose-response characteristics of plasma-based disinfection technology is very limited. By examining the single-pass removal efficiency of S. lentus aerosol by in-duct grating-like DBD plasma reactors with varied discharge setups (gap distance, electrode size, number of discharge layers, frequency, dielectric material), it was found that the specific input energy (SIE) could be served as the dose for disinfection, and the efficiency was exponentially dependent on SIE in most cases. The corresponding susceptibility constants (Z values) were obtained hereinafter. Humidity was a prominent factor boosting the efficiency with a Z value of 0.36 L/J at relative humidity (RH) of 20% and 1.68 L/J at RH of 60%. MS2 phage showed a much higher efficiency of 2.66-3.08 log10 of reduction than those of S. lentus (38-85%) and E. coli (42%-95%) under the same condition. Using SIE as the dose, the performance of plasma reactors in the literature was compared and evaluated. This work provides a theoretical and engineering basis for air disinfection by plasma-based technology.
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Affiliation(s)
- Liyang Zhang
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
| | - Yuntao Guo
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China.
| | - Jinfeng Tie
- Disinfection and Infection Control, Chinese PLA Center for Disease Prevention and Control, Beijing 100071, China.
| | - Zenghui Yao
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
| | - Zihao Feng
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
| | - Qiong Wu
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
| | - Xinxin Wang
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
| | - Haiyun Luo
- Department of Electrical Engineering, Tsinghua University, Beijing 100084, China.
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8
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Kaushik NK, Bhartiya P, Kaushik N, Shin Y, Nguyen LN, Park JS, Kim D, Choi EH. Nitric-oxide enriched plasma-activated water inactivates 229E coronavirus and alters antiviral response genes in human lung host cells. Bioact Mater 2023; 19:569-580. [PMID: 35574062 PMCID: PMC9080223 DOI: 10.1016/j.bioactmat.2022.05.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 04/20/2022] [Accepted: 05/03/2022] [Indexed: 12/18/2022] Open
Abstract
The ongoing pandemic caused by the novel coronavirus, SARS-CoV-2, is influencing global health. Moreover, there is a major threat of future coronaviruses affecting the entire world in a similar, or even more dreadful, manner. Therefore, effective and biocompatible therapeutic options against coronaviruses are urgently needed. To address this challenge, medical specialists require a well-informed and safe approach to treating human coronaviruses (HCoVs). Herein, an environmental friendly approach for viral inactivation, based on plasma technology, was considered. A microwave plasma system was employed for the generation of the high amount of gaseous nitric oxide to prepare nitric oxide enriched plasma-activated water (NO-PAW), the effects of which on coronaviruses, have not been reported to date. To determine these effects, alpha-HCoV-229E was used in an experimental model. We found that NO-PAW treatment effectively inhibited coronavirus infection in host lung cells, visualized by evaluating the cytopathic effect and expression level of spike proteins. Interestingly, NO-PAW showed minimal toxicity towards lung host cells, suggesting its potential for therapeutic application. Moreover, this new approach resulted in viral inactivation and greatly improved the gene levels involved in host antiviral responses. Together, our findings provide evidence of an initiation point for further progress toward the clinical development of antiviral treatments, including such coronaviruses.
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Affiliation(s)
- Nagendra Kumar Kaushik
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Pradeep Bhartiya
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Neha Kaushik
- Department of Biotechnology, College of Engineering, The University of Suwon, Hwaseong-si, 18323, Republic of Korea
| | - Yungoh Shin
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Linh Nhat Nguyen
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Jang Sick Park
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Doyoung Kim
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
| | - Eun Ha Choi
- Department of Electrical and Biological Physics, Plasma Bioscience Research Center, Kwangwoon University, Seoul, 01897, Republic of Korea
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9
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Fu J, Xu Y, Arts EJ, Bai Z, Chen Z, Zheng Y. Viral disinfection using nonthermal plasma: A critical review and perspectives on the plasma-catalysis system. CHEMOSPHERE 2022; 309:136655. [PMID: 36191766 DOI: 10.1016/j.chemosphere.2022.136655] [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: 08/29/2022] [Revised: 09/25/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
The transmission of viral infections via aerosol has become a serious threat to public health. This has produced an ever-increasing demand for effective forms of viral inactivation technology/processes. Plasma technology is rising in popularity and gaining interest for viral disinfection use. Due to its highly effectively disinfection and flexible operation, non-thermal plasma (NTP) is a promising technology in decontaminating bacteria or virus from air or surfaces. This review discusses the fundamentals of non-thermal plasma and the disinfection mechanisms of the biocidal agents produced in plasma, including ultraviolet (UV) photons, reactive oxygen species, and reactive nitrogen species. Perspectives on the role of catalysts and its potential applications in cold plasma disinfection are discussed.
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Affiliation(s)
- Jile Fu
- School of Chemistry and Chemical Engineering, Key Laboratory of Green Chemical Media and Reactions, Ministry of Education, Collaborative Innovation Center of Henan Province for Fine Chemicals Green Manufacturing, Henan Normal University, Xinxiang, 453007, China; Department of Chemical and Biochemical Engineering, Western University, London, Ontario, Canada
| | - Yiyi Xu
- Department of Chemical and Biochemical Engineering, Western University, London, Ontario, Canada
| | - Eric J Arts
- Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
| | - Zhengyu Bai
- School of Chemistry and Chemical Engineering, Key Laboratory of Green Chemical Media and Reactions, Ministry of Education, Collaborative Innovation Center of Henan Province for Fine Chemicals Green Manufacturing, Henan Normal University, Xinxiang, 453007, China.
| | - Zhongwei Chen
- Department of Chemical Engineering, University of Waterloo, Waterloo, Ontario, Canada.
| | - Ying Zheng
- Department of Chemical and Biochemical Engineering, Western University, London, Ontario, Canada.
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10
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Yarahmadi R, Soleimani-Alyar S, Darvishi MM. Inactivation of airborne SARS-Co-V2 using NTP-UVGI hybrid process. INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY : IJEST 2022; 20:209-218. [PMID: 36313941 PMCID: PMC9593994 DOI: 10.1007/s13762-022-04399-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 04/29/2022] [Accepted: 07/11/2022] [Indexed: 06/16/2023]
Abstract
Indoor environments such as healthcare centers are known as one of the key centers in the outbreak of viral infectious diseases. In the present study, the pathogenic agents' treatment system (PATS) was designed by the combination of non-thermal plasma (NTP) with the ultraviolet germicidal irradiation (UVGI) processes. Then, the treatment efficiency of PATS was measured for the "SARS-Co-V2." The exhaled air of the confirmed case of "COVID-19" was considered as the viral source of "SARS-Co-V2" and directed to the upstream of PATS. The treatment process was done by passing directed air through two steps of treatment (NTP and UVGI). The treatment efficiency of PATS was measured by sampling at the sampling points (before and after the treatment process). According to the energy emission pattern (corona discharge, UV rays) in the designed system, during two steps, the high efficiency of treatment for the collected pathogens was achieved. Based on the real-time polymerase chain reaction (RT-PCR) results, the CT value was lower than 29 (CTs < 29), and after the treatment using PATS was upper than 40 (CTs > 40) confirming the highest removal efficiency of "SARS-Co-V2." Also, the treatment efficiency of each reactor in individual operation was at the optimum level. The findings suggested, the present PATS may eliminate the viral pathogens with hospital sources and also, be applicable in the other intensive care unit (ICU) wards with the same risk thus, significantly reducing the possible exposure risk of healthcare and sick companions, and preventing the outbreak of infectious diseases.
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Affiliation(s)
- R. Yarahmadi
- Air Pollution Research Center, Department of Occupational Health, Iran University of Medical Sciences, Tehran, Iran
| | - S. Soleimani-Alyar
- Air Pollution Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - M.-M. Darvishi
- Department of Mechanical Engineering, Payame Noor University, Tehran, Iran
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11
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Zhang L, Guo Y, Chang X, Yao Z, Wei X, Feng Z, Zhang D, Zhou Q, Wang X, Luo H. In-duct grating-like dielectric barrier discharge system for air disinfection. JOURNAL OF HAZARDOUS MATERIALS 2022; 435:129075. [PMID: 35650753 PMCID: PMC9072810 DOI: 10.1016/j.jhazmat.2022.129075] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/01/2022] [Accepted: 05/02/2022] [Indexed: 05/04/2023]
Abstract
In the context of spreading Coronavirus disease 2019 (COVID-19), the combination of heating, ventilation, and air-conditioning (HVAC) system with air disinfection device is an effective way to reduce transmissible infections. Atmospheric-pressure non-equilibrium plasma is an emerging technique for fast pathogen aerosol abatement. In this work, in-duct disinfectors based on grating-like dielectric barrier discharge (DBD) plasmas with varied electrode arrangements were established and evaluated. The highest airborne bacterial inactivation efficiency was achieved by 'vertical' structure, namely when aerosol was in direct contact with the discharge region, at a given discharge power. For all reactors, the efficiency was linearly correlated to the discharge power (R2 =0.929-0.994). The effects of environmental factors were examined. Decreased airflow rates boosted the efficiency, which reached 99.8% at the velocity of 0.5 m/s with an aerosol residence time of ~3.6 ms. Increasing humidity (relative humidity (RH)=20-60%) contributed to inactivation efficacy, while high humidity (RH=70%-90%) led to a saturated efficiency, possibly due to the disruption of discharge uniformity. As suggested by the plasma effluent treatment and scavenger experiments, gaseous short-lived chemical species or charged particles were concluded as the major agents accounting for bacterial inactivation. This research provides new hints for air disinfection by DBD plasmas.
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Affiliation(s)
- Liyang Zhang
- Department of Electrical Engineering, Tsinghua University, Beijing, China
| | - Yuntao Guo
- Department of Electrical Engineering, Tsinghua University, Beijing, China.
| | - Xuanyu Chang
- Marine Design and Research Institute of China (MARIC), Shanghai, China
| | - Zenghui Yao
- School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China
| | - Xiaodong Wei
- Marine Design and Research Institute of China (MARIC), Shanghai, China
| | - Zihao Feng
- Department of Electrical Engineering, Tsinghua University, Beijing, China
| | - Dongheyu Zhang
- Department of Electrical Engineering, Tsinghua University, Beijing, China
| | - Qun Zhou
- Department of Chemistry, Tsinghua University, Beijing, China
| | - Xinxin Wang
- Department of Electrical Engineering, Tsinghua University, Beijing, China
| | - Haiyun Luo
- Department of Electrical Engineering, Tsinghua University, Beijing, China.
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Assadi I, Guesmi A, Baaloudj O, Zeghioud H, Elfalleh W, Benhammadi N, Khezami L, Assadi AA. Review on inactivation of airborne viruses using non-thermal plasma technologies: from MS2 to coronavirus. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:4880-4892. [PMID: 34796437 PMCID: PMC8601095 DOI: 10.1007/s11356-021-17486-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/08/2021] [Indexed: 04/12/2023]
Abstract
Although several non-thermal plasmas (NTPs) technologies have been widely investigated in air treatment, very few studies have focused on the inactivation mechanism of viruses by NTPs. Due to its efficiency and environmental compatibility, non-thermal plasma could be considered a promising virus-inactivation technology. Plasma is a partly or fully ionized gas including some species (i.e., electrons, free radicals, ions, and neutral molecules) to oxidize pollutants or inactivate harmful organisms. Non-thermal plasmas are made using less energy and have an active electron at a much higher temperature than bulk gas molecules. This review describes NTPs for virus inactivation in indoor air. The different application processes of plasma for microorganism inactivation at both laboratory and pilot-scale was also reviewed This paper reports on recent advances in this exciting area of viral inactivation identifying applications and mechanisms of inactivation, and summarizing the results of the latest experiments in the literature. Moreover, special attention was paid to the mechanism of virus inactivation. Finally, the paper suggests research directions in the field of airborne virus inactivation using non-thermal plasma.
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Affiliation(s)
- Imen Assadi
- Laboratoire Energie, Eau, Environnement Et Procèdes, ENIG, Université de Gabès, LR18ES356072, Gabès, Tunisia
| | - Ahlem Guesmi
- Department of Chemistry, Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 5701, 11432, Riyadh, Saudi Arabia
| | - Oussama Baaloudj
- Laboratory of Reaction Engineering, USTHB, BP 32, 16111, Algiers, Algeria
| | - Hichem Zeghioud
- Department of Process Engineering, Badji Mokhtar University, P.O. Box 12, 23000, Annaba, Algeria
| | - Walid Elfalleh
- Laboratoire Energie, Eau, Environnement Et Procèdes, ENIG, Université de Gabès, LR18ES356072, Gabès, Tunisia
| | - Naoufel Benhammadi
- Department of Chemistry, Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 5701, 11432, Riyadh, Saudi Arabia
| | - Lotfi Khezami
- Department of Chemistry, Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 5701, 11432, Riyadh, Saudi Arabia
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Qiao Y, Yang M, Marabella IA, McGee DA, Olson BA, Torremorell M, Hogan CJ. Wind tunnel-based testing of a photoelectrochemical oxidative filter-based air purification unit in coronavirus and influenza aerosol removal and inactivation. INDOOR AIR 2021; 31:2058-2069. [PMID: 33960547 PMCID: PMC8242653 DOI: 10.1111/ina.12847] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 03/17/2021] [Accepted: 04/12/2021] [Indexed: 05/27/2023]
Abstract
Recirculating air purification technologies are employed as potential means of reducing exposure to aerosol particles and airborne viruses. Toward improved testing of recirculating air purification units, we developed and applied a medium-scale single-pass wind tunnel test to examine the size-dependent collection of particles and the collection and inactivation of viable bovine coronavirus (BCoV, a betacoronavirus), porcine respiratory coronavirus (PRCV, an alphacoronavirus), and influenza A virus (IAV), by a commercial air purification unit. The tested unit, the Molekule Air Mini, incorporates a MERV 16 filter as well as a photoelectrochemical oxidating layer. It was found to have a collection efficiency above 95.8% for all tested particle diameters and flow rates, with collection efficiencies above 99% for supermicrometer particles with the minimum collection efficiency for particles smaller than 100 nm. For all three tested viruses, the physical tracer-based log reduction was near 2.0 (99% removal). Conversely, the viable virus log reductions were found to be near 4.0 for IAV, 3.0 for BCoV, and 2.5 for PRCV, suggesting additional inactivation in a virus family- and genus-specific manner. In total, this work describes a suite of test methods which can be used to rigorously evaluate the efficacy of recirculating air purification technologies.
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Affiliation(s)
- Yuechen Qiao
- Department of Mechanical EngineeringCollege of Science and EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - My Yang
- Department of Veterinary Population MedicineCollege of Veterinary MedicineUniversity of MinnesotaSaint PaulMNUSA
| | - Ian A. Marabella
- Department of Mechanical EngineeringCollege of Science and EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - Devin A.J. McGee
- Department of Mechanical EngineeringCollege of Science and EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - Bernard A. Olson
- Department of Mechanical EngineeringCollege of Science and EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - Montserrat Torremorell
- Department of Veterinary Population MedicineCollege of Veterinary MedicineUniversity of MinnesotaSaint PaulMNUSA
| | - Christopher J. Hogan
- Department of Mechanical EngineeringCollege of Science and EngineeringUniversity of MinnesotaMinneapolisMNUSA
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Qiao Y, Yang M, Marabella IA, McGee DAJ, Aboubakr H, Goyal S, Hogan Jr CJ, Olson BA, Torremorell M. Greater than 3-Log Reduction in Viable Coronavirus Aerosol Concentration in Ducted Ultraviolet-C (UV-C) Systems. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:4174-4182. [PMID: 33263988 PMCID: PMC7724980 DOI: 10.1021/acs.est.0c05763] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/28/2020] [Accepted: 11/23/2020] [Indexed: 05/19/2023]
Abstract
Control technologies to inactivate airborne viruses effectively are needed during the ongoing SARS-CoV-2 pandemic, and to guard against airborne transmitted diseases. We demonstrate that sealed UV-C flow reactors operating with fluences near 253 ± 1 nm of 13.9-49.6 mJ cm-2 efficiently inactivate coronaviruses in an aerosol. For measurements, porcine respiratory coronavirus (PRCV) was nebulized in a custom-built, 3.86 m wind tunnel housed in a biosafety level class II facility. The single pass log10 reduction of active coronavirus was in excess of 2.2 at a flow rate of 2439 L min-1 (13.9 mJ cm-2) and in excess of 3.7 (99.98% removal efficiency) at 684 L min-1 (49.6 mJ cm-2). Because virus titers resulting from sampling downstream of the UV-C reactor were below the limit of detection, the true log reduction is likely even higher than measured. Comparison of virus titration results to reverse transcriptase quantitative PCR and measurement of fluorescein concentrations (doped into the nebulized aerosol) reveals that the reduction in viable PRCV is primarily due to UV-C based inactivation, as opposed to physical collection of virus. The results confirm that UV-C flow reactors can efficiently inactivate coronaviruses through incorporation into HVAC ducts or recirculating air purifiers.
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Affiliation(s)
- Yuechen Qiao
- Department of Mechanical Engineering,
University of Minnesota, Minneapolis,
Minnesota 55455, United States
| | - My Yang
- Department of Veterinary Population
Medicine, College of Veterinary Medicine, University of
Minnesota, Saint Paul, Minnesota 55108,
United States
| | - Ian A. Marabella
- Department of Mechanical Engineering,
University of Minnesota, Minneapolis,
Minnesota 55455, United States
| | - Devin A. J. McGee
- Department of Mechanical Engineering,
University of Minnesota, Minneapolis,
Minnesota 55455, United States
| | - Hamada Aboubakr
- Department of Veterinary Population
Medicine, College of Veterinary Medicine, University of
Minnesota, Saint Paul, Minnesota 55108,
United States
| | - Sagar Goyal
- Department of Veterinary Population
Medicine, College of Veterinary Medicine, University of
Minnesota, Saint Paul, Minnesota 55108,
United States
| | - Christopher J. Hogan Jr
- Department of Mechanical Engineering,
University of Minnesota, Minneapolis,
Minnesota 55455, United States
| | - Bernard A. Olson
- Department of Mechanical Engineering,
University of Minnesota, Minneapolis,
Minnesota 55455, United States
| | - Montserrat Torremorell
- Department of Veterinary Population
Medicine, College of Veterinary Medicine, University of
Minnesota, Saint Paul, Minnesota 55108,
United States
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Hernández-Díaz D, Martos-Ferreira D, Hernández-Abad V, Villar-Ribera R, Tarrés Q, Rojas-Sola JI. Indoor PM2.5 removal efficiency of two different non-thermal plasma systems. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 278:111515. [PMID: 33113396 DOI: 10.1016/j.jenvman.2020.111515] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 10/02/2020] [Accepted: 10/12/2020] [Indexed: 06/11/2023]
Abstract
The use of non-thermal plasma (NTP) generators in air processing systems and their duct networks to improve indoor air quality (IAQ) has grown considerably in recent years. This paper reviews the advantages and disadvantages of NTP generators for IAQ improvement in biological, chemical and particulate pollutant terms. Also, it assesses and compares the ability of a multipin corona discharge (MPCD) and a dielectric barrier discharge (DBD) generator to reduce the concentration of fine particulate matter (PM2.5) in recycled, unfiltered air in a refrigeration chamber. The MPCD generator was found to have a higher PM2.5 removal efficiency; also, it was faster in removing pollutants, used less energy, and produced much less ozone. The fact that the MPCD generator performed better was seemingly the result of its increased ion production mainly. NTP generators, however, cannot match air filtration media purifiers in this respect as the latter are much more effective in removing particles. Besides, NTP-based air purifying technology continues to be subject to a major drawback, namely: the formation of ozone as a by-product. In any case, the ozone generation was uncorrelated to ion emission when using different technologies.
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Affiliation(s)
- D Hernández-Díaz
- Serra Húnter Programme, Department of Engineering Graphics and Design, Polytechnic University of Catalonia, TR5 Campus Terrassa, 08222, Terrassa, Spain.
| | - D Martos-Ferreira
- Department of Electronics, The Salesian University School of Sarrià, Passeig Sant Joan Bosco 74, 08017, Barcelona, Spain.
| | - V Hernández-Abad
- Department of Engineering Graphics and Design, Polytechnic University of Catalonia, TR5 Campus Terrassa, 08222, Terrassa, Spain.
| | - R Villar-Ribera
- Department of Engineering Graphics and Design, Polytechnic University of Catalonia, Campus Manresa, 08242, Manresa, Spain.
| | - Q Tarrés
- LEPAMAP Group, Department of Chemical Engineering, University of Girona, 17003, Girona, Spain.
| | - J I Rojas-Sola
- Department of Engineering Graphics, Design and Projects, University of Jaén, 23071, Jaén, Spain.
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Versoza M, Heo J, Ko S, Kim M, Park D. Solid Oxygen-Purifying (SOP) Filters: A Self-Disinfecting Filters to Inactivate Aerosolized Viruses. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E7858. [PMID: 33120940 PMCID: PMC7662992 DOI: 10.3390/ijerph17217858] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 10/14/2020] [Accepted: 10/20/2020] [Indexed: 12/16/2022]
Abstract
Normal heating, ventilation, and air conditioning (HVAC) systems typically use high-efficiency particulate air (HEPA) filters, which can filter dust, various pollutants, and even bacteria and viruses from indoor air. However, since HEPA filters cannot not clean themselves and due to the nature of these microbes which can survive for long periods of time, changing these filters improperly could transmit pathogenic bacteria or viruses, and could even lead to new infections. This study indicated that these manufactured Solid Oxygen-purifying (SOP) filters have the potential to self-disinfect, filter, and inactivate aerosolized viruses. MS2 bacteriophage was used as a model virus in two different experiments. The first experiment involved aerosolization of the virus, while the second were a higher viral load using a soaking method. The SOP filters inactivated up to 99.8% of the virus particles in both experiments, provided that the density of the SOP filter was high. Thus, SOP filters could self-clean, which led to protection against airborne and aerosolized viruses by inactivating them on contact. Furthermore, SOP filters could be potentially use or addition in HVAC systems and face masks to prevent the transmission of airborne and aerosolized viruses.
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Affiliation(s)
- Michael Versoza
- Transportation Environmental Research Team, Korea Railroad Research Institute, Uiwang City 16105, Korea; (M.V.); (J.H.); (S.K.); (M.K.)
- Railway System Engineering, University of Science and Technology, Daejeon City 34113, Korea
| | - Jaeseok Heo
- Transportation Environmental Research Team, Korea Railroad Research Institute, Uiwang City 16105, Korea; (M.V.); (J.H.); (S.K.); (M.K.)
- Railway System Engineering, University of Science and Technology, Daejeon City 34113, Korea
| | - Sangwon Ko
- Transportation Environmental Research Team, Korea Railroad Research Institute, Uiwang City 16105, Korea; (M.V.); (J.H.); (S.K.); (M.K.)
| | - Minjeong Kim
- Transportation Environmental Research Team, Korea Railroad Research Institute, Uiwang City 16105, Korea; (M.V.); (J.H.); (S.K.); (M.K.)
| | - Duckshin Park
- Transportation Environmental Research Team, Korea Railroad Research Institute, Uiwang City 16105, Korea; (M.V.); (J.H.); (S.K.); (M.K.)
- Railway System Engineering, University of Science and Technology, Daejeon City 34113, Korea
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Chen Z, Xu RG, Chen P, Wang Q. Potential Agricultural and Biomedical Applications of Cold Atmospheric Plasma-Activated Liquids With Self-Organized Patterns Formed at the Interface. IEEE TRANSACTIONS ON PLASMA SCIENCE 2020; 48:3455-3471. [DOI: 10.1109/tps.2020.3019995] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Filipić A, Gutierrez-Aguirre I, Primc G, Mozetič M, Dobnik D. Cold Plasma, a New Hope in the Field of Virus Inactivation. Trends Biotechnol 2020; 38:1278-1291. [PMID: 32418663 PMCID: PMC7164895 DOI: 10.1016/j.tibtech.2020.04.003] [Citation(s) in RCA: 114] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 04/08/2020] [Accepted: 04/09/2020] [Indexed: 12/13/2022]
Abstract
Viruses can infect all cell-based organisms, from bacteria to humans, animals, and plants. They are responsible for numerous cases of hospitalization, many deaths, and widespread crop destruction, all of which result in an enormous medical, economical, and biological burden. Each of the currently used decontamination methods has important drawbacks. Cold plasma (CP) has entered this field as a novel, efficient, and clean solution for virus inactivation. We present recent developments in this promising field of CP-mediated virus inactivation, and describe the applications and mechanisms of the inactivation. This is particularly relevant because viral pandemics, such as COVID-19, highlight the need for alternative virus inactivation methods to replace, complement, or upgrade existing procedures. Pathogenic viruses are becoming an increasing burden for health, agriculture, and the global economy. Classic disinfection methods have several drawbacks, and innovative solutions for virus inactivation are urgently needed. CP can be used as an environmentally friendly tool for virus inactivation. It can inactivate different human, animal, and plant viruses in various matrices. When using CP for virus inactivation it is important to set the correct parameters and to choose treatment durations that allow particles to interact with the contaminated material. Reactive oxygen and/or nitrogen species have been shown to be responsible for virus inactivation through effects on capsid proteins and/or nucleic acids. The development of more accurate methods will provide information on which plasma particles are crucial in each experiment, and how exactly they affect viruses.
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Affiliation(s)
- Arijana Filipić
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000 Ljubljana, Slovenia.
| | - Ion Gutierrez-Aguirre
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia
| | - Gregor Primc
- Department of Surface Engineering and Optoelectronics, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - Miran Mozetič
- Department of Surface Engineering and Optoelectronics, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - David Dobnik
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia
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