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Jahan F, Nasim MI, Wang Y, Kamrul Bashar SM, Hasan R, Suchana AJ, Amin N, Haque R, Hares MA, Saha A, Hossain ME, Rahman MZ, Diamond M, Raj S, Hilton SP, Liu P, Moe C, Rahman M. Integrating wastewater surveillance and meteorological data to monitor seasonal variability of enteric and respiratory pathogens for infectious disease control in Dhaka city. Int J Hyg Environ Health 2025; 267:114591. [PMID: 40403455 DOI: 10.1016/j.ijheh.2025.114591] [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: 12/28/2024] [Revised: 03/28/2025] [Accepted: 05/02/2025] [Indexed: 05/24/2025]
Abstract
BACKGROUND Seasonal meteorological variations influence the spread of infectious diseases. Wastewater surveillance helps understanding pathogen transmission dynamics, particularly in urban areas of climate-vulnerable countries like Bangladesh. METHODS We analysed 54 weeks of wastewater surveillance, clinical surveillance, and meteorological data from Dhaka, Bangladesh. Samples from 11 sites were tested for Vibrio cholerae (V. cholerae), SARS-CoV-2, Salmonella enterica subspecies enterica serovar Typhi (S. Typhi), and Group A rotavirus. Diarrhoeal Disease Surveillance data were sourced from icddr,b, and meteorological data from the Bangladesh Meteorological Department. Regression models adjusted for site and time variations were used for statistical analysis. RESULTS Proportion of confirmed cholera cases among the diarrhoeal disease surveillance recruits were highest during post-monsoon (coef: 2.53; 95 % CI: 0.41 to 4.67; p = 0.029). V. cholerae log10 concentrations in wastewater were positively associated with pre-monsoon (coef: 0.93; 95 % CI: 0.26 to 1.58; p = 0.010), while SARS-CoV-2 peaked during monsoon (coef: 1.85; 95 % CI: 0.96 to 2.73; p < 0.001). S. Typhi and rotavirus log10 concentrations showed negative associations with pre-monsoon (coef: -0.96; 95 % CI: -1.68 to -0.27; p = 0.011, and -0.84; 95 % CI: -1.17 to -0.50; p < 0.001, respectively). Temperature positively influenced log10 concentrations of V. cholerae (adj. coef: 0.09; 95 % CI: 0.02 to 0.15; p = 0.014) and SARS-CoV-2 (adj. coef: 0.19; 95 % CI: 0.10 to 0.27; p < 0.001), but negatively associated with rotavirus (adj. coef: -0.06; 95 % CI: -0.10 to -0.03; p < 0.001). Similar associations were found between pathogen-positive samples and temperature. CONCLUSION Our study shows that seasonal, and meteorological factors (particularly temperature) influence the patterns and abundance of pathogens in wastewater and help in understanding disease transmission across different weather patterns.
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Affiliation(s)
- Farjana Jahan
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh.
| | - Mizanul Islam Nasim
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Yuke Wang
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Sk Md Kamrul Bashar
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Rezaul Hasan
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Afroza Jannat Suchana
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Nuhu Amin
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Rehnuma Haque
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Md Abul Hares
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Akash Saha
- One Health Laboratory & Programme for Respiratory Infections, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Mohammad Enayet Hossain
- One Health Laboratory & Programme for Respiratory Infections, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Mohammed Ziaur Rahman
- One Health Laboratory & Programme for Respiratory Infections, International Centre for Diarrhoeal Disease Research, Bangladesh
| | - Megan Diamond
- WHO Hub for Pandemic and Epidemic Preparedness, World Health Organization, New York, USA
| | - Suraja Raj
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Stephen Patrick Hilton
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Pengbo Liu
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Christine Moe
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Mahbubur Rahman
- Environmental Health and WASH, International Centre for Diarrhoeal Disease Research, Bangladesh; Global Health and Migration Unit, Department of Women's and Children's Health, Uppsala University, Sweden
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Farmer-Diaz K, Matthew-Bernard M, Cheetham S, Mitchell K, Macpherson CNL, Ramos-Nino ME. Optimized Aluminum Hydroxide Adsorption-Precipitation for Improved Viral Detection in Wastewater. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:148. [PMID: 40003374 PMCID: PMC11855335 DOI: 10.3390/ijerph22020148] [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: 11/15/2024] [Revised: 12/31/2024] [Accepted: 01/21/2025] [Indexed: 02/27/2025]
Abstract
Wastewater-based epidemiology (WBE) is a valuable tool for monitoring pathogen spread in communities; however, current protocols mainly target non-enveloped viruses. This study addresses the need for standardized methods to detect both enveloped and non-enveloped viruses by testing four aluminum hydroxide adsorption-precipitation techniques. Wastewater samples were spiked with an enveloped virus surrogate (Φ6 bacteriophage) and a non-enveloped virus surrogate (MS2 coliphage), and viral recovery was assessed using reverse-transcription quantitative PCR (RT-qPCR). The highest recovery for the enveloped virus was achieved with AlCl3 at pH 3.5, a 15 min flocculation time, and a 3% elution solution concentration. For the non-enveloped virus, optimal recovery was found with AlCl3 at pH 6.0, no flocculation time, and a 10% elution solution. The best method for recovering both virus types used AlCl3 at pH 6.0, 15 min flocculation, and a 3% elution solution concentration. This study shows that while optimal conditions vary between virus types, a standardized AlCl3 flocculation protocol can efficiently recover both, providing a cost-effective approach for outbreak monitoring in Grenada.
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Affiliation(s)
- Karla Farmer-Diaz
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
| | - Makeda Matthew-Bernard
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
| | - Sonia Cheetham
- Department of Pathobiology, School of Veterinary Medicine, St. George’s University, St George P.O Box 7, Grenada;
| | - Kerry Mitchell
- Department of Public Health and Preventive Medicine, School of Medicine, St. George’s University, St George P.O Box 7, Grenada;
| | | | - Maria E. Ramos-Nino
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
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3
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Chaqroun A, El Soufi G, Gerber Z, Loutreul J, Cluzel N, Delafoy D, Sandron F, Di Jorio L, Raffestin S, Maréchal V, Gantzer C, Olaso R, Deleuze JF, Rohr O, Boudaud N, Wallet C, Bertrand I. Definition of a concentration and RNA extraction protocol for optimal whole genome sequencing of SARS-CoV-2 in wastewater (ANRS0160). THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 952:175823. [PMID: 39197764 DOI: 10.1016/j.scitotenv.2024.175823] [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: 06/06/2024] [Revised: 07/26/2024] [Accepted: 08/25/2024] [Indexed: 09/01/2024]
Abstract
Monitoring the presence of RNA from emerging pathogenic viruses, such as SARS-CoV-2, in wastewater (WW) samples requires suitable methods to ensure an effective response. Genome sequencing of WW is one of the crucial methods, but it requires high-quality RNA in sufficient quantities, especially for monitoring emerging variants. Consequently, methods for viral concentration and RNA extraction from WW samples have to be optimized before sequencing. The purpose of this study was to achieve high coverage (≥ 90 %) and sequencing depth (at least ≥200×) even for low initial RNA concentrations (< 105 genome copies (GC)/L) in WW. A further objective was to determine the range of SARS-CoV-2 RNA concentrations that allow high-quality sequencing, and the optimal sample volume for analysis. Ultrafiltration (UF) methods were used to concentrate viral particles from large influent samples (up to 500 mL). An RNA extraction protocol using silica beads, neutral phenol-chloroform treatment, and a PCR inhibitor removal kit was chosen for its effectiveness in extracting RNA and eliminating PCR inhibitors, as well as its adaptability for use with large influent samples. Recovery rates ranged from 24 % to 63 % (N = 17) for SARS-CoV-2 naturally present in WW samples. 200 mL WW samples can be enough for UF concentration, as they showed high quality sequencing analyses with between 5 × 104 GC/L and 6 × 103 GC/L. Below 6 × 103 GC/L, high-quality sequencing was also achieved for ∼40 % of the samples using 500 mL of WW. Sequencing analysis for variant detection was performed on 200 mL WW samples with coverage of >95 % and sequencing depth of >1000×. Analyses revealed the predominance of variant EG.5, known as Eris (66 %-100 %). The use of UF methods in combination with a suitable RNA extraction protocol appear promising for sequencing enveloped viruses in WW in a context of viral emergence.
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Affiliation(s)
- Ahlam Chaqroun
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France; OBEPINE consortium, Paris, France
| | - Ghina El Soufi
- Université de Strasbourg, UPR CNRS 9002 ARN, F-67300 Schiltigheim, France; Université de Strasbourg, IUT Louis Pasteur, F-67300 Schiltigheim, France; OBEPINE consortium, Paris, France
| | - Zuzana Gerber
- CEA, Centre National de Recherche en Génomique Humaine, Université Paris-Saclay, F-91057 Evry, France
| | - Julie Loutreul
- ACTALIA, F-50000 Saint Lô, France; OBEPINE consortium, Paris, France
| | - Nicolas Cluzel
- Maison des Modélisations Ingénieries et Technologies (SUMMIT), Sorbonne Université, Paris 75005, France; OBEPINE consortium, Paris, France
| | - Damien Delafoy
- CEA, Centre National de Recherche en Génomique Humaine, Université Paris-Saclay, F-91057 Evry, France
| | - Florian Sandron
- CEA, Centre National de Recherche en Génomique Humaine, Université Paris-Saclay, F-91057 Evry, France
| | - Léo Di Jorio
- Université de Strasbourg, UPR CNRS 9002 ARN, F-67300 Schiltigheim, France; Université de Strasbourg, IUT Louis Pasteur, F-67300 Schiltigheim, France; OBEPINE consortium, Paris, France
| | - Stéphanie Raffestin
- Institut Pasteur de la Guyane, French Guiana, Cayenne 97300, France; OBEPINE consortium, Paris, France
| | - Vincent Maréchal
- INSERM, Centre de Recherche Saint-Antoine, Sorbonne Université, Paris 75012, France; OBEPINE consortium, Paris, France
| | - Christophe Gantzer
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France; OBEPINE consortium, Paris, France
| | - Robert Olaso
- CEA, Centre National de Recherche en Génomique Humaine, Université Paris-Saclay, F-91057 Evry, France
| | - Jean-François Deleuze
- CEA, Centre National de Recherche en Génomique Humaine, Université Paris-Saclay, F-91057 Evry, France
| | - Olivier Rohr
- Université de Strasbourg, UPR CNRS 9002 ARN, F-67300 Schiltigheim, France; Université de Strasbourg, IUT Louis Pasteur, F-67300 Schiltigheim, France; OBEPINE consortium, Paris, France
| | - Nicolas Boudaud
- ACTALIA, F-50000 Saint Lô, France; OBEPINE consortium, Paris, France
| | - Clémentine Wallet
- Université de Strasbourg, UPR CNRS 9002 ARN, F-67300 Schiltigheim, France; Université de Strasbourg, IUT Louis Pasteur, F-67300 Schiltigheim, France; OBEPINE consortium, Paris, France
| | - Isabelle Bertrand
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France; OBEPINE consortium, Paris, France.
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4
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Chaqroun A, Bertrand I, Wurtzer S, Moulin L, Boni M, Soubies S, Boudaud N, Gantzer C. Assessing infectivity of emerging enveloped viruses in wastewater and sewage sludge: Relevance and procedures. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 943:173648. [PMID: 38825204 DOI: 10.1016/j.scitotenv.2024.173648] [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: 03/22/2024] [Revised: 05/27/2024] [Accepted: 05/28/2024] [Indexed: 06/04/2024]
Abstract
The emergence of SARS-CoV-2 has heightened the need to evaluate the detection of enveloped viruses in the environment, particularly in wastewater, within the context of wastewater-based epidemiology. The studies published over the past 80 years focused primarily on non-enveloped viruses due to their ability to survive longer in environmental matrices such as wastewater or sludge compared to enveloped viruses. However, different enveloped viruses survive in the environment for different lengths of time. Therefore, it is crucial to be prepared to assess the potential infectious risk that may arise from future emerging enveloped viruses. This will require appropriate tools, notably suitable viral concentration methods that do not compromise virus infectivity. This review has a dual purpose: first, to gather all the available literature on the survival of infectious enveloped viruses, specifically at different pH and temperature conditions, and in contact with detergents; second, to select suitable concentration methods for evaluating the infectivity of these viruses in wastewater and sludge. The methodology used in this data collection review followed the systematic approach outlined in the PRISMA (Preferred Reporting Items for Systematic Review and Meta-Analysis) guidelines. Concentration methods cited in the data gathered are more tailored towards detecting the enveloped viruses' genome. There is a lack of suitable methods for detecting infectious enveloped viruses in wastewater and sludge. Ultrafiltration, ultracentrifugation, and polyethylene glycol precipitation methods, under specific/defined conditions, appear to be relevant approaches. Further studies are necessary to validate reliable concentration methods for detecting infectious enveloped viruses. The choice of culture system is also crucial for detection sensitivity. The data also show that the survival of infectious enveloped viruses, though lower than that of non-enveloped ones, may enable environmental transmission. Experimental data on a wide range of enveloped viruses is required due to the variability in virus persistence in the environment.
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Affiliation(s)
- Ahlam Chaqroun
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | | | | | | | - Mickael Boni
- French Armed Forces Biomedical Research Institute, 91220 Brétigny-sur-Orge, France
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5
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Morecchiato F, Coppi M, Niccolai C, Antonelli A, Di Gloria L, Calà P, Mancuso F, Ramazzotti M, Lotti T, Lubello C, Rossolini GM. Evaluation of different molecular systems for detection and quantification of SARS-CoV-2 RNA from wastewater samples. J Virol Methods 2024; 328:114956. [PMID: 38796134 DOI: 10.1016/j.jviromet.2024.114956] [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: 11/29/2023] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 05/28/2024]
Abstract
Wastewater-based epidemiology has proved to be a suitable approach for tracking the spread of epidemic agents including SARS-CoV-2 RNA. Different protocols have been developed for quantitative detection of SARS-CoV-2 RNA from wastewater samples, but little is known on their performance. In this study we compared three protocols based on Reverse Transcription Real Time-PCR (RT-PCR) and one based on Droplet Digital PCR (ddPCR) for SARS-CoV-2 RNA detection from 35 wastewater samples. Overall, SARS-CoV-2 RNA was detected by at least one method in 85.7 % of samples, while 51.4 %, 22.8 % and 8.6 % resulted positive with two, three or all four methods, respectively. Protocols based on commercial RT-PCR assays and on Droplet Digital PCR showed an overall higher sensitivity vs. an in-house assay. The use of more than one system, targeting different genes, could be helpful to increase detection sensitivity.
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Affiliation(s)
- Fabio Morecchiato
- Department of Experimental and Clinical Medicine (DMSC), University of Florence, Largo Brambilla, 3, Firenze (FI) 50134, Italy
| | - Marco Coppi
- Department of Experimental and Clinical Medicine (DMSC), University of Florence, Largo Brambilla, 3, Firenze (FI) 50134, Italy; Microbiology and Virology Unit, Careggi University Hospital, Largo Brambilla, 3, Firenze (FI) 50134, Italy
| | - Claudia Niccolai
- Department of Experimental and Clinical Medicine (DMSC), University of Florence, Largo Brambilla, 3, Firenze (FI) 50134, Italy; Microbiology and Virology Unit, Careggi University Hospital, Largo Brambilla, 3, Firenze (FI) 50134, Italy
| | - Alberto Antonelli
- Department of Experimental and Clinical Medicine (DMSC), University of Florence, Largo Brambilla, 3, Firenze (FI) 50134, Italy; Microbiology and Virology Unit, Careggi University Hospital, Largo Brambilla, 3, Firenze (FI) 50134, Italy
| | - Leandro Di Gloria
- Department of Experimental Biomedical and Clinical Sciences "Mario Serio" (SBSC), University of Florence, Viale Morgagni, 50, Firenze (FI) 50134, Italy
| | - Piergiuseppe Calà
- Tuscany Region, Department of Prevention Local Health Authority Tuscany Center, Via S. Salvi, 12, Firenze (FI) 50135, Italy
| | - Fabrizio Mancuso
- Ingegnerie Toscane - Area R&D, Via Bellatalla, 1, Pisa (PI) 56121, Italy
| | - Matteo Ramazzotti
- Department of Experimental Biomedical and Clinical Sciences "Mario Serio" (SBSC), University of Florence, Viale Morgagni, 50, Firenze (FI) 50134, Italy
| | - Tommaso Lotti
- Department of Civil and Environmental Engineering (DICEA), University of Florence, Via di S. Marta, 3, Firenze (FI) 50139, Italy
| | - Claudio Lubello
- Department of Civil and Environmental Engineering (DICEA), University of Florence, Via di S. Marta, 3, Firenze (FI) 50139, Italy
| | - Gian Maria Rossolini
- Department of Experimental and Clinical Medicine (DMSC), University of Florence, Largo Brambilla, 3, Firenze (FI) 50134, Italy; Microbiology and Virology Unit, Careggi University Hospital, Largo Brambilla, 3, Firenze (FI) 50134, Italy.
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Hadi M, Kheiri R, Baghban M, Sayahi A, Nasseri S, Alimohammadi M, Khastoo H, Aminabad MS, Vaghefi KA, Vakili B, Tashauoei H, Borji SH, Iravani E. The occurrence of SARS-CoV-2 in Tehran's municipal wastewater: performance of treatment systems and feasibility of wastewater-based epidemiology. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2024; 22:281-293. [PMID: 38887767 PMCID: PMC11180145 DOI: 10.1007/s40201-024-00897-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 02/29/2024] [Indexed: 06/20/2024]
Abstract
Analyzing municipal wastewater for the presence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) helps to evaluate the efficacy of treatment systems in mitigating virus-related health risks. This research investigates wastewater treatment plants' (WWTPs) performance in the reduction of SARS-CoV-2 from municipal wastewater in Tehran, Iran. SARS-CoV-2 RNA was measured within sewers, at the inlets, and after the primary and secondary treatment stages of three main WWTPs. Within sewers, the average virus titer stood at 58,600 gc/L, while at WWTP inlets, it measured 38,136 gc/L. A substantial 67% reduction in virus titer was observed at the inlets, accompanied by a 2-log reduction post-primary treatment. Remarkably, the biological treatment process resulted in complete virus elimination across all plants. Additionally, a notable positive correlation (r > 0.8) was observed between temperature and virus titer in wastewater. Using wastewater-based epidemiology (WBE) technique and the estimated SARS-CoV-2 RNA shedding rates, the infection prevalence among populations served by WWTPs found to be between 0.128% to 0.577%. In conclusion, this research not only advances our understanding of SARS-CoV-2 dynamics within wastewater treatment systems but also provides practical insights for enhancing treatment efficiency and implementing the feasibility of WBE strategies in Tehran. These implications contribute to the broader efforts to protect public health and mitigate the impact of future viral outbreaks. Graphical abstract
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Affiliation(s)
- Mahdi Hadi
- Center for Water Quality Research (CWQR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
| | - Roohollah Kheiri
- Water Quality Control Office, Alborz Province Water and Wastewater Company, Karaj, Iran
| | - Mahtab Baghban
- Reference Laboratory of Water and Wastewater, Tehran Province Water and Wastewater Company, Tehran, Iran
| | - Ahmad Sayahi
- Office of R&D and Industrial Relations of Water and Wastewater Engineering Company, Tehran, Iran
| | - Simin Nasseri
- Center for Water Quality Research (CWQR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
| | - Mahmood Alimohammadi
- Center for Water Quality Research (CWQR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamidreza Khastoo
- Office of R&D and Industrial Relations of Water and Wastewater Engineering Company, Tehran, Iran
| | - Mehri Solaimany Aminabad
- Center for Water Quality Research (CWQR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
| | - Kooshiar Azam Vaghefi
- Manager of Water Quality Control Bureau, National Water and Wastewater Engineering Company, Tehran, Iran
| | - Behnam Vakili
- Office of Improvement on Wastewater Operation Procedures, National Water and Wastewater Engineering Company, Tehran, Iran
| | - Hamidreza Tashauoei
- Department of Environmental Health Engineering, School of Health, Islamic Azad University, Tehran Medical Branch, Tehran, Iran
| | - Saeedeh Hemmati Borji
- Center for Water Quality Research (CWQR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
| | - Elnaz Iravani
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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7
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Zhu J, Lu H, Lin Q, Zhang T, Chen G, Zhou Y, Sui G. Fucoidan-based antibody-free magnetic nanoparticle for on-site detection of waterborne SARS-CoV-2. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 911:168619. [PMID: 37977397 DOI: 10.1016/j.scitotenv.2023.168619] [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: 07/12/2023] [Revised: 10/25/2023] [Accepted: 11/14/2023] [Indexed: 11/19/2023]
Abstract
The portable and sensitive point-of-care-test (POCT) method is in urgent need to detect severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) for ensuring public health and safety. However, detection of trace number of pathogens in real water sample from the environment still faces challenges, because complex environment disruptors can rapidly degrade targets. Herein, magnetic beads coated with fucoidan and polydopamine (Fuc-PDA-MBs) were introduced as the capture carrier for pretreatment of samples. Fucoidan, a sulfated polysaccharide, can recognize the SARS-CoV-2 spike (S1) protein receptor-binding domain (S1 RBD) and was chosen for replacement of antibody in enrichment. Environmental water seeded with SARS-CoV-2 spike pseudovirus was applied to test performance of Fuc-PDA-MBs method. Under optimal conditions, the use of Fuc-PDA-MBs showed average 76 % capture efficiency at SARS-CoV-2 spike pseudovirus concentration ranging from 107.62 to 104.34 gene copies (gc)/L. Compared with Electronegative filtration (ENF), Fuc-PDA-MBs showed better virion sorption effectiveness. Fuc-PDA-MBs also validated by raw contaminated urban wastewater and showed high recovery results for SARS-CoV-2 variants. To rapidly detect virus in POCT, nucleic acid extraction-free Loop-Mediated Isothermal Amplification (LAMP) was used for simplifying experimental process. The Fuc-PDA-MBs-LAMP assay showed the quantitation limit of sample (LOQ) was 105.49 gc/L. The whole procedure could be completed within 90 min, including 30 min for virus pre-enrichment, 10 min nucleic acid release and 45 min LAMP analysis. Compared with regular antibody-based immunodetection, this integrated system provides broad-spectrum, economic way to detect SARS-CoV-2 mutants in complex environments and also adaptable for high throughput test, which might be used for on-site early warning of SARS-CoV-2 outbreaks in developing area.
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Affiliation(s)
- Jinhui Zhu
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, China
| | - Huijun Lu
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, China
| | - Qiuyuan Lin
- Department of Chemistry, Fudan University, Shanghai 200438, China
| | - Tong Zhang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, China
| | - Guang Chen
- Shanghai Chengtou Wastewater Treatment Co., LtD., Shanghai 201203, China
| | - Yang Zhou
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, State Key Laboratory of Genetic Engineering, School of Life Science, Fudan University, China
| | - Guodong Sui
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, China; Shanghai Institute of Infectious Disease and Biosecurity, Shanghai 200032, China.
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8
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Gogoi G, Singh SD, Kalyan E, Koch D, Gogoi P, Kshattry S, Mahanta HJ, Imran M, Pandey R, Bharali P. An interpretative review of the wastewater-based surveillance of the SARS-CoV-2: where do we stand on its presence and concern? Front Microbiol 2024; 15:1338100. [PMID: 38318336 PMCID: PMC10839012 DOI: 10.3389/fmicb.2024.1338100] [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: 11/15/2023] [Accepted: 01/09/2024] [Indexed: 02/07/2024] Open
Abstract
Wastewater-based epidemiology (WBE) has been used for monitoring infectious diseases like polio, hepatitis, etc. since the 1940s. It is also being used for tracking the SARS-CoV-2 at the population level. This article aims to compile and assess the information for the qualitative and quantitative detection of the SARS-CoV-2 in wastewater. Based on the globally published studies, we highlight the importance of monitoring SARS-CoV-2 presence/detection in the wastewater and concurrently emphasize the development of early surveillance techniques. SARS-CoV-2 RNA sheds in the human feces, saliva, sputum and mucus that ultimately reaches to the wastewater and brings viral RNA into it. For the detection of the virus in the wastewater, different detection techniques have been optimized and are in use. These are based on serological, biosensor, targeted PCR, and next generation sequencing for whole genome sequencing or targeted amplicon sequencing. The presence of the SARS-CoV-2 RNA in wastewater could be used as a potential tool for early detection and devising the strategies for eradication of the virus before it is spread in the community. Additionally, with the right and timely understanding of viral behavior in the environment, an accurate and instructive model that leverages WBE-derived data may be created. This might help with the creation of technological tools and doable plans of action to lessen the negative effects of current viral epidemics or future potential outbreaks on public health and the economy. Further work toward whether presence of viral load correlates with its ability to induce infection, still needs evidence. The current increasing incidences of JN.1 variant is a case in point for continued early detection and surveillance, including wastewater.
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Affiliation(s)
- Gayatri Gogoi
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Sarangthem Dinamani Singh
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
| | - Emon Kalyan
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
| | - Devpratim Koch
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Pronami Gogoi
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
| | - Suman Kshattry
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
| | - Hridoy Jyoti Mahanta
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat, Assam, India
| | - Md Imran
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India
| | - Rajesh Pandey
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India
| | - Pankaj Bharali
- Center for Infectious Diseases, Biological Science and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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9
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Cutrupi F, Cadonna M, Postinghel M, Foladori P. SARS-CoV-2 removal in municipal wastewater treatment plants: Focus on conventional activated sludge, membrane bioreactor and anaerobic digestion. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167434. [PMID: 37774861 DOI: 10.1016/j.scitotenv.2023.167434] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 10/01/2023]
Abstract
This work focuses on the removal of SARS-CoV-2 RNA in the various stages of a full-scale municipal WWTP characterised by two biological processes in parallel: (i) conventional activated sludge (CAS) and (ii) membrane bioreactor (MBR). The monitoring was carried out during the Omicron wave in 2022, a period characterised by a high concentration of SARS-CoV-2 in influent wastewater. The average concentration of SARS-CoV-2 in influent wastewater was 3.7 × 104 GU/L. In the primary sedimentation, the removal of SARS-CoV-2 was not appreciable. The largest log removal value of SARs-CoV-2 occurred in the biological stages, with 1.8 ± 0.9 and 2.2 ± 0.7 logs in CAS and MBR systems. The mean concentrations of SARS-CoV-2 in the CAS and MBR effluents were 6.8 × 102 GU/L and 6.4 × 102 GU/L, respectively. The MBR effluent showed more negative samples, because small particles are retained by membrane and cake layer. The analysis of the different types of sludge confirmed the accumulation of SARS-CoV-2 in primary (5.2 × 104 GU/L) and secondary sludge (3.5 × 104 GU/L), due to the affinity of enveloped viruses towards biosolids. A SARS-CoV-2 concentration in the digested sludge equal to 4.8 × 104 GU/L denotes a negligible reduction in the mesophilic anaerobic digester at temperature of 31-33 °C.
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Affiliation(s)
- Francesca Cutrupi
- Center Agriculture Food Environment (C3A) - University of Trento, via Edmund Mach 1, 38098 San Michele all' Adige, TN, Italy
| | - Maria Cadonna
- ADEP - Agenzia per la Depurazione, Autonomous Province of Trento, via Gilli, n. 3, 38121 Trento, Italy
| | - Mattia Postinghel
- ADEP - Agenzia per la Depurazione, Autonomous Province of Trento, via Gilli, n. 3, 38121 Trento, Italy
| | - Paola Foladori
- Department of Civil, Environmental and Mechanical Engineering (DICAM) - University of Trento, via Mesiano, n. 77, 38123 Trento, Italy.
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10
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Torabi F, Li G, Mole C, Nicholson G, Rowlingson B, Smith CR, Jersakova R, Diggle PJ, Blangiardo M. Wastewater-based surveillance models for COVID-19: A focused review on spatio-temporal models. Heliyon 2023; 9:e21734. [PMID: 38053867 PMCID: PMC10694161 DOI: 10.1016/j.heliyon.2023.e21734] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 12/07/2023] Open
Abstract
The evident shedding of the SARS-CoV-2 RNA particles from infected individuals into the wastewater opened up a tantalizing array of possibilities for prediction of COVID-19 prevalence prior to symptomatic case identification through community testing. Many countries have therefore explored the use of wastewater metrics as a surveillance tool, replacing traditional direct measurement of prevalence with cost-effective approaches based on SARS-CoV-2 RNA concentrations in wastewater samples. Two important aspects in building prediction models are: time over which the prediction occurs and space for which the predicted case numbers is shown. In this review, our main focus was on finding mathematical models which take into the account both the time-varying and spatial nature of wastewater-based metrics into account. We used six main characteristics as our assessment criteria: i) modelling approach; ii) temporal coverage; iii) spatial coverage; iv) sample size; v) wastewater sampling method; and vi) covariates included in the modelling. The majority of studies in the early phases of the pandemic recognized the temporal association of SARS-CoV-2 RNA concentration level in wastewater with the number of COVID-19 cases, ignoring their spatial context. We examined 15 studies up to April 2023, focusing on models considering both temporal and spatial aspects of wastewater metrics. Most early studies correlated temporal SARS-CoV-2 RNA levels with COVID-19 cases but overlooked spatial factors. Linear regression and SEIR models were commonly used (n = 10, 66.6 % of studies), along with machine learning (n = 1, 6.6 %) and Bayesian approaches (n = 1, 6.6 %) in some cases. Three studies employed spatio-temporal modelling approach (n = 3, 20.0 %). We conclude that the development, validation and calibration of further spatio-temporally explicit models should be done in parallel with the advancement of wastewater metrics before the potential of wastewater as a surveillance tool can be fully realised.
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Affiliation(s)
- Fatemeh Torabi
- Turing-RSS Health Data Lab, London, UK
- Population Data Science HDRUK-Wales, Medical School, Swansea University, Wales, UK
| | - Guangquan Li
- Turing-RSS Health Data Lab, London, UK
- Applied Statistics Research Group, Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
| | - Callum Mole
- Turing-RSS Health Data Lab, London, UK
- The Alan Turing Institute, London, UK
| | - George Nicholson
- Turing-RSS Health Data Lab, London, UK
- University of Oxford, Oxford, UK
| | - Barry Rowlingson
- Turing-RSS Health Data Lab, London, UK
- CHICAS, Lancaster Medical School, Lancaster University, England, UK
| | | | - Radka Jersakova
- Turing-RSS Health Data Lab, London, UK
- The Alan Turing Institute, London, UK
| | - Peter J. Diggle
- Turing-RSS Health Data Lab, London, UK
- CHICAS, Lancaster Medical School, Lancaster University, England, UK
| | - Marta Blangiardo
- Turing-RSS Health Data Lab, London, UK
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, Imperial College, London, UK
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11
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Ciannella S, González-Fernández C, Gomez-Pastora J. Recent progress on wastewater-based epidemiology for COVID-19 surveillance: A systematic review of analytical procedures and epidemiological modeling. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 878:162953. [PMID: 36948304 PMCID: PMC10028212 DOI: 10.1016/j.scitotenv.2023.162953] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/13/2023] [Accepted: 03/15/2023] [Indexed: 05/13/2023]
Abstract
On March 11, 2020, the World Health Organization declared the coronavirus disease 2019 (COVID-19), whose causative agent is the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), a pandemic. This virus is predominantly transmitted via respiratory droplets and shed via sputum, saliva, urine, and stool. Wastewater-based epidemiology (WBE) has been able to monitor the circulation of viral pathogens in the population. This tool demands both in-lab and computational work to be meaningful for, among other purposes, the prediction of outbreaks. In this context, we present a systematic review that organizes and discusses laboratory procedures for SARS-CoV-2 RNA quantification from a wastewater matrix, along with modeling techniques applied to the development of WBE for COVID-19 surveillance. The goal of this review is to present the current panorama of WBE operational aspects as well as to identify current challenges related to it. Our review was conducted in a reproducible manner by following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for systematic reviews. We identified a lack of standardization in wastewater analytical procedures. Regardless, the reverse transcription-quantitative polymerase chain reaction (RT-qPCR) approach was the most reported technique employed to detect and quantify viral RNA in wastewater samples. As a more convenient sample matrix, we suggest the solid portion of wastewater to be considered in future investigations due to its higher viral load compared to the liquid fraction. Regarding the epidemiological modeling, the data-driven approach was consistently used for the prediction of variables associated with outbreaks. Future efforts should also be directed toward the development of rapid, more economical, portable, and accurate detection devices.
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Affiliation(s)
- Stefano Ciannella
- Department of Chemical Engineering, Texas Tech University, Lubbock 79409, TX, USA.
| | - Cristina González-Fernández
- Department of Chemical Engineering, Texas Tech University, Lubbock 79409, TX, USA; Departamento de Ingenierías Química y Biomolecular, Universidad de Cantabria, Avda. Los Castros, s/n, 39005 Santander, Spain.
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12
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Schill R, Nelson KL, Harris-Lovett S, Kantor RS. The dynamic relationship between COVID-19 cases and SARS-CoV-2 wastewater concentrations across time and space: Considerations for model training data sets. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 871:162069. [PMID: 36754324 PMCID: PMC9902279 DOI: 10.1016/j.scitotenv.2023.162069] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/01/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
During the COVID-19 pandemic, wastewater-based surveillance has been used alongside diagnostic testing to monitor infection rates. With the decline in cases reported to public health departments due to at-home testing, wastewater data may serve as the primary input for epidemiological models, but training these models is not straightforward. We explored factors affecting noise and bias in the ratio between wastewater and case data collected in 26 sewersheds in California from October 2020 to March 2022. The strength of the relationship between wastewater and case data appeared dependent on sampling frequency and population size, but was not increased by wastewater normalization to flow rate or case count normalization to testing rates. Additionally, the lead and lag times between wastewater and case data varied over time and space, and the ratio of log-transformed individual cases to wastewater concentrations changed over time. This ratio decreased between the Epsilon/Alpha and Delta variant surges of COVID-19 and increased during the Omicron BA.1 variant surge, and was also related to the diagnostic testing rate. Based on this analysis, we present a framework of scenarios describing the dynamics of the case to wastewater ratio to aid in data handling decisions for ongoing modeling efforts.
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Affiliation(s)
- Rebecca Schill
- TUM School of Engineering and Design, Technical University of Munich, Germany
| | - Kara L Nelson
- Civil and Environmental Engineering, University of California, Berkeley, CA, USA
| | | | - Rose S Kantor
- Civil and Environmental Engineering, University of California, Berkeley, CA, USA.
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13
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AlMalki FA, Albukhaty S, Alyamani AA, Khalaf MN, Thomas S. The relevant information about the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) using the five-question approach (when, where, what, why, and how) and its impact on the environment. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:61430-61454. [PMID: 35175517 PMCID: PMC8852932 DOI: 10.1007/s11356-022-18868-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 01/21/2022] [Indexed: 05/08/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is regarded as a threat because it spreads quickly across the world without requiring a passport or establishing an identity. This tiny virus has wreaked havoc on people's lives, killed people, and created psychological problems all over the world. The viral spike protein (S) significantly contributes to host cell entry, and mutations associated with it, particularly in the receptor-binding protein (RBD), either facilitate the escape of virus from neutralizing antibodies or enhance its transmission by increasing the affinity for cell entry receptor, angiotensin-converting enzyme 2 (ACE2). The initial variants identified in Brazil, South Africa, and the UK have spread to various countries. On the other hand, new variants are being detected in India and the USA. The viral genome and proteome were applied for molecular detection techniques, and nanotechnology particles and materials were utilized in protection and prevention strategies. Consequently, the SARS-CoV-2 pandemic has resulted in extraordinary scientific community efforts to develop detection methods, diagnosis tools, and effective antiviral drugs and vaccines, where prevailing academic, governmental, and industrial institutions and organizations continue to engage themselves in large-scale screening of existing drugs, both in vitro and in vivo. In addition, COVID-19 pointed on the possible solutions for the environmental pollution globe problem. Therefore, this review aims to address SARS-CoV-2, its transmission, where it can be found, why it is severe in some people, how it can be stopped, its diagnosis and detection techniques, and its relationship with the environment.
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Affiliation(s)
- Faizah A AlMalki
- Department of Biology, College of Science, Taif University, P.O. Box 11099, Taif, 21944, Kingdom of Saudi Arabia.
| | - Salim Albukhaty
- Deptartment of Chemistry, College of Science, University of Misan, Maysan, 62001, Iraq
| | - Amal A Alyamani
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif, 21944, Kingdom of Saudi Arabia
| | - Moayad N Khalaf
- Deptartment of Chemistry, College of Science, University of Basrah, Basrah, Iraq
| | - Sabu Thomas
- Centre for Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, 686 560, India
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14
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Kisand V, Laas P, Palmik-Das K, Panksep K, Tammert H, Albreht L, Allemann H, Liepkalns L, Vooro K, Ritz C, Hauryliuk V, Tenson T. Prediction of COVID-19 positive cases, a nation-wide SARS-CoV-2 wastewater-based epidemiology study. WATER RESEARCH 2023; 231:119617. [PMID: 36682239 PMCID: PMC9845016 DOI: 10.1016/j.watres.2023.119617] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 01/09/2023] [Accepted: 01/15/2023] [Indexed: 06/17/2023]
Abstract
Taking advantage of Estonia's small size and population, we have employed wastewater-based epidemiology approach to monitor the spread of SARS-CoV-2, releasing weekly nation-wide updates. In this study we report results obtained between August 2020 and December 2021. Weekly 24 h composite samples were collected from wastewater treatment plants of larger towns already covered 65% of the total population that was complemented up to 40 additional grab samples from smaller towns/villages and the specific sites of concern. The N3 gene abundance was quantified by RT-qPCR. The N3 gene copy number (concentration) in wastewater fluctuated in accordance with the SARS-CoV-2 spread within the total population, with N3 abundance starting to increase 1.25 weeks (9 days) (95% CI: [1.10, 1.41]) before a rise in COVID-19 positive cases. Statistical model between the load of virus in wastewater and number of infected people validated with the Alpha variant wave (B.1.1.17) could be used to predict the order of magnitude in incidence numbers in Delta wave (B.1.617.2) in fall 2021. Targeted testing of student dormitories, retirement and nursing homes and prisons resulted in successful early discovery of outbreaks. We put forward a SARS-CoV-2 Wastewater Index (SARS2-WI) indicator of normalized virus load as COVID-19 infection metric to complement the other metrics currently used in disease control and prevention: dynamics of effective reproduction number (Re), 7-day mean of new cases, and a sum of new cases within last 14 days. In conclusion, an efficient surveillance system that combines analysis of composite and grab samples was established in Estonia. There is considerable discussion how the viral load in wastewater correlates with the number of infected people. Here we show that this correlation can be found. Moreover, we confirm that an increased signal in wastewater is observed before the increase in the number of infections. The surveillance system helped to inform public health policy and place direct interventions during the COVID-19 pandemic in Estonia via early warning of epidemic spread in various regions of the country.
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Affiliation(s)
- Veljo Kisand
- Institute of Technology, University of Tartu, Estonia.
| | - Peeter Laas
- Institute of Technology, University of Tartu, Estonia
| | | | | | - Helen Tammert
- Institute of Technology, University of Tartu, Estonia
| | | | - Hille Allemann
- Estonian Environmental Research Centre, Tallinn, Estonia
| | | | - Katri Vooro
- Estonian Environmental Research Centre, Tallinn, Estonia
| | - Christian Ritz
- Department of Population Health and Morbidity, National Institute of Public Health, University of Southern Denmark, Denmark
| | - Vasili Hauryliuk
- Institute of Technology, University of Tartu, Estonia; Department of Experimental Medical Science, Lund University, Sweden
| | - Tanel Tenson
- Institute of Technology, University of Tartu, Estonia.
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15
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Bhattacharya S, Abhishek K, Samiksha S, Sharma P. Occurrence and transport of SARS-CoV-2 in wastewater streams and its detection and remediation by chemical-biological methods. JOURNAL OF HAZARDOUS MATERIALS ADVANCES 2023; 9:100221. [PMID: 36818681 PMCID: PMC9762044 DOI: 10.1016/j.hazadv.2022.100221] [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: 09/23/2022] [Revised: 12/02/2022] [Accepted: 12/18/2022] [Indexed: 06/18/2023]
Abstract
This paper explains the transmission of SARS-CoV and influences of several environmental factors in the transmission process. The article highlighted several methods of collection, sampling and monitoring/estimation as well as surveillance tool for detecting SARS-CoV in wastewater streams. In this context, WBE (Wastewater based epidemiology) is found to be the most effective surveillance tool. Several methods of genomic sequencing are discussed in the paper, which are applied in WBE, like qPCR-based wastewater testing, metagenomics-based analysis, next generation sequencing etc. Additionally, several types of biosensors (colorimetric biosensor, mobile phone-based biosensors, and nanomaterials-based biosensors) showed promising results in sensing SARS-CoV in wastewater. Further, this review paper outlined the gaps in assessing the factors responsible for transmission and challenges in detection and monitoring along with the remediation and disinfection methods of this virus in wastewater. Various methods of disinfection of SARS-CoV-2 in wastewater are discussed (primary, secondary, and tertiary phases) and it is found that a suite of disinfection methods can be used for complete disinfection/removal of the virus. Application of ultraviolet light, ozone and chlorine-based disinfectants are also discussed in the context of treatment methods. This study calls for continuous efforts to gather more information about the virus through continuous monitoring and analyses and to address the existing gaps and identification of the most effective tool/ strategy to prevent SARS-CoV-2 transmission. Wastewater surveillance can be very useful in effective surveillance of future pandemics and epidemics caused by viruses, especially after development of new technologies in detecting and disinfecting viral pathogens more effectively.
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Affiliation(s)
- Sayan Bhattacharya
- School of Ecology and Environment Studies, Nalanda University, Rajgir, 803116, Bihar, India
| | - Kumar Abhishek
- School of Ecology and Environment Studies, Nalanda University, Rajgir, 803116, Bihar, India
- Department of Environment Forest and Climate Change, Government of Bihar, Patna, 800015, Bihar, India
| | - Shilpi Samiksha
- Bihar State Pollution Control Board, Patna, 800015, Bihar, India
| | - Prabhakar Sharma
- School of Ecology and Environment Studies, Nalanda University, Rajgir, 803116, Bihar, India
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16
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Ranjbari M, Shams Esfandabadi Z, Gautam S, Ferraris A, Scagnelli SD. Waste management beyond the COVID-19 pandemic: Bibliometric and text mining analyses. GONDWANA RESEARCH : INTERNATIONAL GEOSCIENCE JOURNAL 2023; 114:124-137. [PMID: 35153532 PMCID: PMC8816840 DOI: 10.1016/j.gr.2021.12.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/15/2021] [Accepted: 12/22/2021] [Indexed: 05/05/2023]
Abstract
The outbreak of the COVID-19 pandemic has significantly increased the demand for personal protective equipment, in particular face masks, thus leading to a huge amount of healthcare waste generated worldwide. Consequently, such an unprecedented amount of newly emerged waste has posed significant challenges to practitioners, policy-makers, and municipal authorities involved in waste management (WM) systems. This research aims at mapping the COVID-19-related scientific production to date in the field of WM. In this vein, the performance indicators of the target literature were analyzed and discussed through conducting a bibliometric analysis. The conceptual structure of COVID-19-related WM research, including seven main research themes, were uncovered and visualized through a text mining analysis as follows: (1) household and food waste, (2) personnel safety and training for waste handling, (3) sustainability and circular economy, (4) personal protective equipment and plastic waste, (5) healthcare waste management practices, (6) wastewater management, and (7) COVID-19 transmission through infectious waste. Finally, a research agenda for WM practices and activities in the post-COVID-19 era was proposed, focusing on the following three identified research gaps: (i) developing a systemic framework to properly manage the pandemic crisis implications for WM practices as a whole, following a systems thinking approach, (ii) building a circular economy model encompassing all activities from the design stage to the implementation stage, and (iii) proposing incentives to effectively involve informal sectors and local capacity in decentralizing municipal waste management, with a specific focus on developing and less-developed countries.
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Affiliation(s)
- Meisam Ranjbari
- Department of Economics and Statistics "Cognetti de Martiis", University of Turin, Torino, Italy
- ESSCA School of Management, Lyon, France
| | - Zahra Shams Esfandabadi
- Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Torino, Italy
- Energy Center Lab, Politecnico di Torino, Torino, Italy
| | - Sneha Gautam
- Karunya Institute of Technology and Sciences, Coimbatore, Tamil Nadu, India
| | - Alberto Ferraris
- Department of Management, University of Turin, Torino, Italy
- Laboratory for International and Regional Economics, Graduate School of Economics and Management, Ural Federal University, Russia
- Faculty of Economics and Business, University of Rijeka, Croatia
| | - Simone Domenico Scagnelli
- Department of Management, University of Turin, Torino, Italy
- School of Business and Law, Edith Cowan University, Joondalup, Australia
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17
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McMinn BR, Korajkic A, Pemberton AC, Kelleher J, Ahmed W, Villegas EN, Oshima K. Assessment of two volumetrically different concentration approaches to improve sensitivities for SARS-CoV-2 detection during wastewater monitoring. J Virol Methods 2023; 311:114645. [PMID: 36332716 PMCID: PMC9624105 DOI: 10.1016/j.jviromet.2022.114645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022]
Abstract
Wastewater monitoring for severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2), the virus responsible for the global coronavirus disease 2019 (COVID-19) pandemic, has highlighted the need for methodologies capable of assessing viral prevalence during periods of low population infection. To address this need, two volumetrically different, methodologically similar concentration approaches were compared for their abilities to detect viral nucleic acid and infectious SARS-CoV-2 signal from primary influent samples. For Method 1, 2 L of SARS-CoV-2 seeded wastewater was evaluated using a dead-end hollow fiber ultrafilter (D-HFUF) for primary concentration, followed by the CP Select™ for secondary concentration. For Method 2, 100 mL of SARS-CoV-2 seeded wastewater was evaluated using the CP Select™ procedure. Following D-HFUF concentration (Method 1), significantly lower levels of infectious SARS-CoV-2 were lost (P value range: 0.0398-0.0027) compared to viral gene copy (GC) levels detected by the US Centers for Disease Control (CDC) N1 and N2 reverse-transcriptase quantitative polymerase chain reaction (RT-qPCR) assays. Subsamples at different steps in the concentration process were also taken to better characterize the losses of SARS-CoV-2 during the concentration process. During the centrifugation step (prior to CP Select™ concentration), significantly higher losses (P value range: 0.0003 to <0.0001) occurred for SARS-CoV-2 GC levels compared to infectious virus for Method 1, while between the methods, significantly higher infectious viral losses were observed for Method 2 (P = 0.0002). When analyzing overall recovery of endogenous SARS-CoV-2 in wastewater samples, application of Method 1 improved assay sensitivities (P = <0.0001) compared with Method 2; this was especially evident during periods of lower COVID-19 case rates within the sewershed. This study describes a method which can successfully concentrate infectious SARS-CoV-2 and viral RNA from wastewater. Moreover, we demonstrated that large volume wastewater concentration provides additional sensitivity needed to improve SARS-CoV-2 detection, especially during low levels of community disease prevalence.
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Affiliation(s)
- Brian R. McMinn
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States,Corresponding author
| | - Asja Korajkic
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States
| | - Adin C. Pemberton
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States
| | - Julie Kelleher
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Eric N. Villegas
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States
| | - Kevin Oshima
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268 United States
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18
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He C, Wang X, Shui A, Zhou X, Liu S. Is the virus-laden standing water change the transmission intensity of SARS-CoV-2 after precipitation? A framework for empirical studies. ENVIRONMENTAL RESEARCH 2022; 215:114127. [PMID: 36041541 PMCID: PMC9419435 DOI: 10.1016/j.envres.2022.114127] [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: 06/20/2022] [Revised: 08/10/2022] [Accepted: 08/14/2022] [Indexed: 06/15/2023]
Abstract
Understanding the relationship between precipitation and SARS-CoV-2 is significant for combating COVID-19 in the wet season. However, the causes for the variation of SARS-CoV-2 transmission intensity after precipitation is unclear. Starting from "the Zhengzhou event," we found that the virus-laden standing water formed after precipitation might trigger some additional routes for SARS-CoV-2 transmission and thus change the transmission intensity of SARS-CoV-2. Then, we developed an interdisciplinary framework to examine whether the health risk related to the virus-laden standing water needs to be a concern. The framework enables the comparison of the instant and lag effects of precipitation on the transmission intensity of SARS-CoV-2 between city clusters with different formation risks of the virus-laden standing water. Based on the city-level data of China between January 01, 2020, and December 31, 2021, we conducted an empirical study. The result showed that in the cities with a high formation risk of the virus-laden standing water, heavy rain increased the instant transmission intensity of SARS-CoV-2 by 6.2% (95%CI: 4.85-10.2%), while in the other cities, precipitation was uninfluential to SARS-CoV-2 transmission, revealing that the health risk of the virus-laden standing water should not be underestimated during the COVID-19 pandemic. To reduce the relevant risk, virus-laden water control and proper disinfection are feasible response strategies.
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Affiliation(s)
- Chengyu He
- School of Environment, Tsinghua University, 100084, Beijing, China
| | - Xiaoting Wang
- School of Environment, Tsinghua University, 100084, Beijing, China
| | - Ailun Shui
- School of Environment, Tsinghua University, 100084, Beijing, China
| | - Xiao Zhou
- School of Environment, Tsinghua University, 100084, Beijing, China
| | - Shuming Liu
- School of Environment, Tsinghua University, 100084, Beijing, China.
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19
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Sridhar J, Parit R, Boopalakrishnan G, Rexliene MJ, Praveen R, Viswananathan B. Importance of wastewater-based epidemiology for detecting and monitoring SARS-CoV-2. CASE STUDIES IN CHEMICAL AND ENVIRONMENTAL ENGINEERING 2022; 6:100241. [PMID: 37520919 PMCID: PMC9341170 DOI: 10.1016/j.cscee.2022.100241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/26/2022] [Accepted: 07/27/2022] [Indexed: 08/01/2023]
Abstract
Coronavirus disease caused by the SARS-CoV-2 virus has emerged as a global challenge in terms of health and disease monitoring. COVID-19 infection is mainly spread through the SARS-CoV-2 infection leading to the development of mild to severe clinical manifestations. The virus binds to its cognate receptor ACE2 which is widely expressed among different tissues in the body. Notably, SARS-CoV-2 shedding in the fecal samples has been reported through the screening of sewage water across various countries. Wastewater screening for the presence of SARS-CoV-2 provides an alternative method to monitor infection threat, variant identification, and clinical evaluation to restrict the virus progression. Multiple cohort studies have reported the application of wastewater treatment approaches and epidemiological significance in terms of virus monitoring. Thus, the manuscript outlines consolidated and systematic information regarding the application of wastewater-based epidemiology in terms of monitoring and managing a viral disease outbreak like COVID-19.
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Affiliation(s)
- Jayavel Sridhar
- Department of Biotechnology (DDE), Madurai Kamaraj University, Madurai, 625021, Tamilnadu, India
| | - Rahul Parit
- Department of Biotechnology (DDE), Madurai Kamaraj University, Madurai, 625021, Tamilnadu, India
| | | | - M Johni Rexliene
- Department of Biotechnology (DDE), Madurai Kamaraj University, Madurai, 625021, Tamilnadu, India
| | - Rajkumar Praveen
- Department of Biotechnology (DDE), Madurai Kamaraj University, Madurai, 625021, Tamilnadu, India
| | - Balaji Viswananathan
- Department of Biotechnology (DDE), Madurai Kamaraj University, Madurai, 625021, Tamilnadu, India
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20
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Gonçalves J, Torres-Franco A, Rodriguéz E, Diaz I, Koritnik T, Silva PGD, Mesquita JR, Trkov M, Paragi M, Muñoz R, García-Encina PA. Centralized and decentralized wastewater-based epidemiology to infer COVID-19 transmission - A brief review. One Health 2022; 15:100405. [PMID: 35664497 PMCID: PMC9150914 DOI: 10.1016/j.onehlt.2022.100405] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 05/26/2022] [Accepted: 05/27/2022] [Indexed: 11/22/2022] Open
Abstract
Wastewater-based epidemiology has shown to be a promising and innovative approach to measure a wide variety of illicit drugs that are consumed in the communities. In the same way as for illicit drugs, wastewater-based epidemiology is a promising approach to understand the prevalence of viruses in a community-level. The ongoing coronavirus disease 2019 (COVID-19) pandemic created an unprecedented burden on public health and diagnostic laboratories all over the world because of the need for massive laboratory testing. Many studies have shown the applicability of a centralized wastewater-based epidemiology (WBE) approach, where samples are collected at WWTPs. A more recent concept is a decentralized approach for WBE where samples are collected at different points of the sewer system and at polluted water bodies. The second being particularly important in countries where there are insufficient connections from houses to municipal sewage pipelines and thus untreated wastewater is discharged directly in environmental waters. A decentralized approach can be used to focus the value of diagnostic tests in what we call targeted-WBE, by monitoring wastewater in parts of the population where an outbreak is likely to happen, such as student dorms, retirement homes and hospitals. A combination of centralized and decentralized WBE should be considered for an affordable, sustainable, and successful WBE implementation in high-, middle- and low-income countries.
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Affiliation(s)
- José Gonçalves
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
| | - Andrés Torres-Franco
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
| | - Elisa Rodriguéz
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
| | - Israel Diaz
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
| | - Tom Koritnik
- Department for Public Health Microbiology, National Laboratory of Health, Environment and Food, Ljubljana, Slovenia
| | - Priscilla Gomes da Silva
- ICBAS – School of Medicine and Biomedical Sciences, Porto University, Porto, Portugal
- Epidemiology Research Unit (EPIUnit), Instituto de Saúde Pública da Universidade do Porto, Porto, Portugal
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Porto, Portugal
| | - João R. Mesquita
- ICBAS – School of Medicine and Biomedical Sciences, Porto University, Porto, Portugal
| | - Marija Trkov
- Department for Public Health Microbiology, National Laboratory of Health, Environment and Food, Ljubljana, Slovenia
| | - Metka Paragi
- Department for Public Health Microbiology, National Laboratory of Health, Environment and Food, Ljubljana, Slovenia
| | - Raúl Muñoz
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
| | - Pedro A. García-Encina
- Institute of Sustainable Processes, Valladolid University, Dr. Mergelina s/n, Valladolid 47011, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Dr. Mergelina s/n, Valladolid 47011, Spain
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21
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Tiwari A, Phan N, Tandukar S, Ashoori R, Thakali O, Mousazadesh M, Dehghani MH, Sherchan SP. Persistence and occurrence of SARS-CoV-2 in water and wastewater environments: a review of the current literature. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:85658-85668. [PMID: 34652622 PMCID: PMC8518268 DOI: 10.1007/s11356-021-16919-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 10/01/2021] [Indexed: 04/15/2023]
Abstract
As the world continues to cope with the COVID-19 pandemic, emerging evidence indicates that respiratory transmission may not the only pathway in which the virus can be spread. This review paper aims to summarize current knowledge surrounding possible fecal-oral transmission of SARS-CoV-2. It covers recent evidence of proliferation of SARS-CoV-2 in the gastrointestinal tract, as well as presence and persistence of SARS-CoV-2 in water, and suggested future directions. Research indicates that SARS-CoV-2 can actively replicate in the human gastrointestinal system and can subsequently be shed via feces. Several countries have reported SARS-CoV-2 RNA fractions in wastewater systems, and various factors such as temperature and presence of solids have been shown to affect the survival of the virus in water. The detection of RNA does not guarantee infectivity, as current methods such as RT-qPCR are not yet able to distinguish between infectious and non-infectious particles. More research is needed to determine survival time and potential infectivity, as well as to develop more accurate methods for detection and surveillance.
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Affiliation(s)
- Ananda Tiwari
- Expert Microbiology Unit, Finnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland
| | - Nati Phan
- Department of Environmental Health Sciences, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA
| | | | - Razieh Ashoori
- Department of Environmental Health Engineering, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ocean Thakali
- University of Yamanashi, Takeda, Kofu, Yamanashi, 4-3-11 400-8511, Japan
| | - Milad Mousazadesh
- Qazvin University of Medical Sciences, Qazvin, Iran
- Department of Environmental Health Engineering, School of Health, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Mohammad Hadi Dehghani
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
- Center for Solid Waste Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Samendra P Sherchan
- Department of Environmental Health Sciences, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA.
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22
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Carducci A, Federigi I, Balestri E, Lardicci C, Castelli A, Maltagliati F, Zhao H, Menicagli V, Valente R, De Battisti D, Verani M. Virus contamination and infectivity in beach environment: Focus on sand and stranded material. MARINE POLLUTION BULLETIN 2022; 185:114342. [PMID: 36395711 DOI: 10.1016/j.marpolbul.2022.114342] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 11/01/2022] [Accepted: 11/02/2022] [Indexed: 06/16/2023]
Abstract
To assess the exposure of beachgoers to viruses, a study on seawater, sand, and beach-stranded material was carried out, searching for human viruses, fecal indicator organisms, and total fungi. Moreover, for the first time, the genome persistence and infectivity of two model viruses was studied in laboratory-spiked sand and seawater samples during a one-week experiment. Viral genome was detected in 13.6 % of the environmental samples, but it was not infectious (Human Adenovirus - HAdV, and enterovirus). Norovirus and SARS-CoV-2 were not detected. The most contaminated samples were from sand and close to riverine discharges. In lab-scale experiments, the infectivity of HAdV5 decreased by ~1.5-Log10 in a week, the one of Human Coronavirus-229E disappeared in <3 h in sand. The genome of both viruses persisted throughout the experiment. Our results confirm viral contamination of the beach and suggest HAdV as an index pathogen for beach monitoring and quantitative risk assessment.
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Affiliation(s)
- Annalaura Carducci
- Laboratory of Hygiene and Environmental Virology, Department of Biology, University of Pisa, Via S. Zeno 35/39, 56127 Pisa, Italy
| | - Ileana Federigi
- Laboratory of Hygiene and Environmental Virology, Department of Biology, University of Pisa, Via S. Zeno 35/39, 56127 Pisa, Italy.
| | - Elena Balestri
- Unit of Marine Biology and Ecology, Department of Biology, University of Pisa, via Derna 1, 56126 Pisa, Italy
| | - Claudio Lardicci
- Department of Earth Sciences, University of Pisa, via S. Maria 53, 56126 Pisa, Italy; Center for Instrument Sharing University of Pisa (CISUP), Pisa, Italy
| | - Alberto Castelli
- Unit of Marine Biology and Ecology, Department of Biology, University of Pisa, via Derna 1, 56126 Pisa, Italy
| | - Ferruccio Maltagliati
- Unit of Marine Biology and Ecology, Department of Biology, University of Pisa, via Derna 1, 56126 Pisa, Italy
| | - Hongrui Zhao
- Laboratory of Hygiene and Environmental Virology, Department of Biology, University of Pisa, Via S. Zeno 35/39, 56127 Pisa, Italy
| | - Virginia Menicagli
- Unit of Marine Biology and Ecology, Department of Biology, University of Pisa, via Derna 1, 56126 Pisa, Italy; Center for Instrument Sharing University of Pisa (CISUP), Pisa, Italy
| | - Rossella Valente
- Laboratory of Hygiene and Environmental Virology, Department of Biology, University of Pisa, Via S. Zeno 35/39, 56127 Pisa, Italy
| | - Davide De Battisti
- Unit of Marine Biology and Ecology, Department of Biology, University of Pisa, via Derna 1, 56126 Pisa, Italy; Department of Biology, Chioggia Hydrobiological Station Umberto D'Ancona, University of Padova, Chioggia, Italy
| | - Marco Verani
- Laboratory of Hygiene and Environmental Virology, Department of Biology, University of Pisa, Via S. Zeno 35/39, 56127 Pisa, Italy
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23
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Maidana-Kulesza MN, Poma HR, Sanguino-Jorquera DG, Reyes SI, Del Milagro Said-Adamo M, Mainardi-Remis JM, Gutiérrez-Cacciabue D, Cristóbal HA, Cruz MC, Aparicio González M, Rajal VB. Tracking SARS-CoV-2 in rivers as a tool for epidemiological surveillance. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022. [PMID: 35908692 DOI: 10.1101/2021.06.17.21259122] [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] [Indexed: 05/17/2023]
Abstract
The aim of this work was to evaluate if rivers could be used for SARS-CoV-2 surveillance. Five sampling points from three rivers (AR-1 and AR-2 in Arenales River, MR-1 and MR-2 in Mojotoro River, and CR in La Caldera River) from Salta (Argentina), two of them receiving discharges from wastewater plants (WWTP), were monitored from July to December 2020. Fifteen water samples from each point (75 in total) were collected and characterized physico-chemically and microbiologically and SARS-CoV-2 was quantified by RT-qPCR. Also, two targets linked to human contributions, human polyomavirus (HPyV) and RNase P, were quantified and used to normalize SARS-CoV-2 concentration, which was compared to reported COVID-19 cases. Statistical analyses allowed us to verify the correlation between SARS-CoV-2 and the concentration of fecal indicator bacteria (FIB), as well as to find similarities and differences between sampling points. La Caldera River showed the best water quality; FIBs were within acceptable limits for recreational activities. Mojotoro River's water quality was not affected by the northern WWTP of the city. Instead, Arenales River presented the poorest water quality; at AR-2 was negatively affected by the discharges of the southern WWTP, which contributed to significant increase of fecal contamination. SARS-CoV-2 was found in about half of samples in low concentrations in La Caldera and Mojotoro Rivers, while it was high and persistent in Arenales River. No human tracers were detected in CR, only HPyV was found in MR-1, MR-2 and AR-1, and both were quantified in AR-2. The experimental and normalized viral concentrations strongly correlated with reported COVID-19 cases; thus, Arenales River at AR-2 reflected the epidemiological situation of the city. This is the first study showing the dynamic of SARS-CoV-2 concentration in an urban river highly impacted by wastewater and proved that can be used for SARS-CoV-2 surveillance to support health authorities.
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Affiliation(s)
- María Noel Maidana-Kulesza
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Hugo Ramiro Poma
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Diego Gastón Sanguino-Jorquera
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Sarita Isabel Reyes
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - María Del Milagro Said-Adamo
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ciencias Naturales, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Juan Martín Mainardi-Remis
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Dolores Gutiérrez-Cacciabue
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Héctor Antonio Cristóbal
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ciencias Naturales, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Mercedes Cecilia Cruz
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Mónica Aparicio González
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Verónica Beatriz Rajal
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina; Singapore Centre for Environmental Life Science Engineering (SCELSE), Nanyang Technological University, Singapore.
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24
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Maidana-Kulesza MN, Poma HR, Sanguino-Jorquera DG, Reyes SI, Del Milagro Said-Adamo M, Mainardi-Remis JM, Gutiérrez-Cacciabue D, Cristóbal HA, Cruz MC, Aparicio González M, Rajal VB. Tracking SARS-CoV-2 in rivers as a tool for epidemiological surveillance. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 848:157707. [PMID: 35908692 PMCID: PMC9334864 DOI: 10.1016/j.scitotenv.2022.157707] [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: 08/01/2021] [Revised: 07/04/2022] [Accepted: 07/26/2022] [Indexed: 05/22/2023]
Abstract
The aim of this work was to evaluate if rivers could be used for SARS-CoV-2 surveillance. Five sampling points from three rivers (AR-1 and AR-2 in Arenales River, MR-1 and MR-2 in Mojotoro River, and CR in La Caldera River) from Salta (Argentina), two of them receiving discharges from wastewater plants (WWTP), were monitored from July to December 2020. Fifteen water samples from each point (75 in total) were collected and characterized physico-chemically and microbiologically and SARS-CoV-2 was quantified by RT-qPCR. Also, two targets linked to human contributions, human polyomavirus (HPyV) and RNase P, were quantified and used to normalize SARS-CoV-2 concentration, which was compared to reported COVID-19 cases. Statistical analyses allowed us to verify the correlation between SARS-CoV-2 and the concentration of fecal indicator bacteria (FIB), as well as to find similarities and differences between sampling points. La Caldera River showed the best water quality; FIBs were within acceptable limits for recreational activities. Mojotoro River's water quality was not affected by the northern WWTP of the city. Instead, Arenales River presented the poorest water quality; at AR-2 was negatively affected by the discharges of the southern WWTP, which contributed to significant increase of fecal contamination. SARS-CoV-2 was found in about half of samples in low concentrations in La Caldera and Mojotoro Rivers, while it was high and persistent in Arenales River. No human tracers were detected in CR, only HPyV was found in MR-1, MR-2 and AR-1, and both were quantified in AR-2. The experimental and normalized viral concentrations strongly correlated with reported COVID-19 cases; thus, Arenales River at AR-2 reflected the epidemiological situation of the city. This is the first study showing the dynamic of SARS-CoV-2 concentration in an urban river highly impacted by wastewater and proved that can be used for SARS-CoV-2 surveillance to support health authorities.
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Affiliation(s)
- María Noel Maidana-Kulesza
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Hugo Ramiro Poma
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Diego Gastón Sanguino-Jorquera
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Sarita Isabel Reyes
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - María Del Milagro Said-Adamo
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ciencias Naturales, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Juan Martín Mainardi-Remis
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Dolores Gutiérrez-Cacciabue
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Héctor Antonio Cristóbal
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ciencias Naturales, UNSa, Av. Bolivia 5150, Salta 4400, Argentina
| | - Mercedes Cecilia Cruz
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Mónica Aparicio González
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina
| | - Verónica Beatriz Rajal
- Laboratorio de Aguas y Suelos, Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Bolivia 5150, Salta 4400, Argentina; Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina; Singapore Centre for Environmental Life Science Engineering (SCELSE), Nanyang Technological University, Singapore.
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25
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Pozdnyak VA, Khaliullina SV, Anokhin VA. Gastrointestinal tract lesion in children with COVID-19: from pathogenesis to clinical manifestations. ROSSIYSKIY VESTNIK PERINATOLOGII I PEDIATRII (RUSSIAN BULLETIN OF PERINATOLOGY AND PEDIATRICS) 2022. [DOI: 10.21508/1027-4065-2022-67-5-123-129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Since the beginning of the pandemic, the new coronavirus infection has been regarded primarily as a respiratory disease. By now, it has become obvious that COVID-19 is a systemic infectious process with multiple organ damage. Having affinity for ACE-2 receptors, the virus can infect the cells of the respiratory tract, as well as the cells of the cardiovascular and nervous systems and smooth muscle structures of various organs. Expression of ACE-2 by enterocytes of the small intestine makes the gastrointestinal tract vulnerable in COVID-19 disease and leads to the manifestation of symptoms of gastrointestinal damage, which is often observed in clinical practice. Gastrointestinal symptoms usually include anorexia, nausea, vomiting, diarrhea, and abdominal pain, which can occur both at the onset and during the disease. Several mechanisms are described to explain these changes in COVID-19.
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Strike W, Amirsoleimani A, Olaleye A, Noble A, Lewis K, Faulkner L, Backus S, Lindeman S, Eterovich K, Fraley M, Banadaki MD, Torabi S, Rockward A, Zeitlow E, Liversedge M, Keck J, Berry S. Development and Validation of a Simplified Method for Analysis of SARS-CoV-2 RNA in University Dormitories. ACS ES&T WATER 2022; 2:1984-1991. [PMID: 37552725 PMCID: PMC9115885 DOI: 10.1021/acsestwater.2c00044] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 04/26/2022] [Accepted: 05/02/2022] [Indexed: 05/26/2023]
Abstract
Over the course of the COVID-19 pandemic, wastewater surveillance has become a useful tool for describing SARS-CoV-2 prevalence in populations of varying size, from individual facilities (e.g., university residence halls, nursing homes, prisons) to entire municipalities. Wastewater analysis for SARS-CoV-2 RNA requires specialized equipment, expensive consumables, and expert staff, limiting its feasibility and scalability. Further, the extremely labile nature of viral RNA complicates sample transportation, especially in regions with limited access to reliable cold chains. Here, we present a new method for wastewater analysis, termed exclusion-based sample preparation (ESP), that substantially simplifies workflow (at least 70% decrease in time; 40% decrease in consumable usage compared with traditional techniques) by targeting the labor-intensive processing steps of RNA purification and concentration. To optimize and validate this method, we analyzed wastewater samples from residence halls at the University of Kentucky, of which 34% (44/129) contained detectible SARS-CoV-2 RNA. Although concurrent clinical testing was not comprehensive, student infections were identified in the 7 days following a positive wastewater detection in 68% of samples. This pilot study among university residence halls validated the performance and utility of the ESP method, laying the foundation for future studies in regions of the world where wastewater testing is not currently feasible.
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Affiliation(s)
- William Strike
- Departments of Biomedical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Atena Amirsoleimani
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Abisola Olaleye
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Ann Noble
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Kevin Lewis
- Environmental Quality Management, University of Kentucky, 355 Cooper Drive, Lexington, KY 40508
| | - Lee Faulkner
- Environmental Quality Management, University of Kentucky, 355 Cooper Drive, Lexington, KY 40508
| | - Spencer Backus
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Sierra Lindeman
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Katrina Eterovich
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Melicity Fraley
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Mohammad Dehghan Banadaki
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Soroosh Torabi
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Alexus Rockward
- Departments of Biomedical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
| | - Eli Zeitlow
- Department of Mechanical Engineering, University of Wisconsin-Platteville, 1 University Plaza, Platteville, WI 53818
| | - Matthew Liversedge
- Family and Community Medicine, University of Kentucky 2195 Harrodsburg Rd, Ste 125, Lexington, KY 40504
| | - James Keck
- Family and Community Medicine, University of Kentucky 2195 Harrodsburg Rd, Ste 125, Lexington, KY 40504
| | - Scott Berry
- Departments of Biomedical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
- Mechanical Engineering, University of Kentucky, 151 Ralph G. Anderson Building Lexington, KY 40506-0503
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Dargahi A, Vosoughi M, Normohammadi A, Sedigh A, Gholizadeh H, Sadeghi H, Karami C, Jeddi F. Investigating SARS-CoV-2 RNA in five municipal wastewater treatment plants, hospital wastewater and wastewater collection networks during the COVID-19 pandemic in Ardabil Province, Iran. APPLIED WATER SCIENCE 2022; 12:256. [PMID: 36277855 PMCID: PMC9579531 DOI: 10.1007/s13201-022-01773-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Since 2019, the outbreak of coronavirus with acute respiratory symptoms has caused an epidemic worldwide. Transmission of the disease through respiratory droplets was announced as the main mode of transmission in 2020. But in this study, we discussed the method of indirect transmission of the virus through sewage. In this study, effluents related to urban and hospital wastewater treatment plants in 5 regions of Ardabil Province (northwest of Iran) were investigated. In this research, 120 samples were kept in pre-test conditions (temperature -20 degrees Celsius). To identify the viral genome, special primer and chain reaction probe targeting ORF1ab and N (nucleoprotein gene) genes were used. Out of a total of 120 samples, a total of 3 samples were positive. Wastewater epidemiology (WBE) can be considered as a cost-effective method in the diagnosis and prediction of pathogenic agents. And be considered an effective method for decision-making in order to protect the health of citizens.
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Affiliation(s)
- Abdollah Dargahi
- Social Determinants of Health Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mehdi Vosoughi
- Social Determinants of Health Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Ali Normohammadi
- Social Determinants of Health Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
- Department of Environmental Health Engineering, School of Health, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Anoshirvan Sedigh
- Department of Environmental Health Engineering, School of Health, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Helia Gholizadeh
- Department of Environmental Health Engineering, School of Health, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Hadi Sadeghi
- Social Determinants of Health Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
- Department of Environmental Health Engineering, School of Health, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Chiman Karami
- Social Determinants of Health Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
- Department of Microbiology, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Farhad Jeddi
- Department of Genetics and Pathology, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
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Zhang X, Yang Y, Cao J, Qi Z, Li G. Point-of-care CRISPR/Cas biosensing technology: A promising tool for preventing the possible COVID-19 resurgence caused by contaminated cold-chain food and packaging. FOOD FRONTIERS 2022; 4:FFT2176. [PMID: 36712576 PMCID: PMC9874772 DOI: 10.1002/fft2.176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/1912] [Revised: 12/12/1912] [Accepted: 12/12/1912] [Indexed: 02/01/2023] Open
Abstract
The ongoing coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused great public health concern and has been a global threat due to its high transmissibility and morbidity. Although the SARS-CoV-2 transmission mainly relies on the person-to-person route through the respiratory droplets, the possible transmission through the contaminated cold-chain food and packaging to humans has raised widespread concerns. This review discussed the possibility of SARS-CoV-2 transmission via the contaminated cold-chain food and packaging by tracing the occurrence, the survival of SARS-CoV-2 in the contaminated cold-chain food and packaging, as well as the transmission and outbreaks related to the contaminated cold-chain food and packaging. Rapid, accurate, and reliable diagnostics of SARS-CoV-2 is of great importance for preventing and controlling the COVID-19 resurgence. Therefore, we summarized the recent advances on the emerging clustered regularly interspaced short palindromic repeats (CRISPR)/Cas system-based biosensing technology that is promising and powerful for preventing the possible COVID-19 resurgence caused by the contaminated cold-chain food and packaging during the COVID-19 pandemic, including CRISPR/Cas system-based biosensors and their integration with portable devices (e.g., smartphone, lateral flow assays, microfluidic chips, and nanopores). Impressively, this review not only provided an insight on the possibility of SARS-CoV-2 transmission through the food supply chain, but also proposed the future opportunities and challenges on the development of CRISPR/Cas system-based detection methods for the diagnosis of SARS-CoV-2.
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Affiliation(s)
- Xianlong Zhang
- Food safety and Quality Control Innovation team, Department of Food Science and EngineeringSchool of Food and Biological Engineering, Shaanxi University of Science and TechnologyXi'an710021China
| | - Yan Yang
- Food safety and Quality Control Innovation team, Department of Food Science and EngineeringSchool of Food and Biological Engineering, Shaanxi University of Science and TechnologyXi'an710021China
| | - Juanjuan Cao
- Food safety and Quality Control Innovation team, Department of Food Science and EngineeringSchool of Food and Biological Engineering, Shaanxi University of Science and TechnologyXi'an710021China
| | - Zihe Qi
- Food safety and Quality Control Innovation team, Department of Food Science and EngineeringSchool of Food and Biological Engineering, Shaanxi University of Science and TechnologyXi'an710021China
| | - Guoliang Li
- Food safety and Quality Control Innovation team, Department of Food Science and EngineeringSchool of Food and Biological Engineering, Shaanxi University of Science and TechnologyXi'an710021China
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Al-Hazmi HE, Shokrani H, Shokrani A, Jabbour K, Abida O, Mousavi Khadem SS, Habibzadeh S, Sonawane SH, Saeb MR, Bonilla-Petriciolet A, Badawi M. Recent advances in aqueous virus removal technologies. CHEMOSPHERE 2022; 305:135441. [PMID: 35764113 PMCID: PMC9233172 DOI: 10.1016/j.chemosphere.2022.135441] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 06/13/2022] [Accepted: 06/20/2022] [Indexed: 05/09/2023]
Abstract
The COVID-19 outbreak has triggered a massive research, but still urgent detection and treatment of this virus seems a public concern. The spread of viruses in aqueous environments underlined efficient virus treatment processes as a hot challenge. This review critically and comprehensively enables identifying and classifying advanced biochemical, membrane-based and disinfection processes for effective treatment of virus-contaminated water and wastewater. Understanding the functions of individual and combined/multi-stage processes in terms of manufacturing and economical parameters makes this contribution a different story from available review papers. Moreover, this review discusses challenges of combining biochemical, membrane and disinfection processes for synergistic treatment of viruses in order to reduce the dissemination of waterborne diseases. Certainly, the combination technologies are proactive in minimizing and restraining the outbreaks of the virus. It emphasizes the importance of health authorities to confront the outbreaks of unknown viruses in the future.
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Affiliation(s)
- Hussein E Al-Hazmi
- Department of Sanitary Engineering, Faculty of Civil and Environmental Engineering, Gdańsk University of Technology, Ul. Narutowicza 11/12, 80-233, Gdańsk, Poland
| | - Hanieh Shokrani
- Department of Chemical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran
| | - Amirhossein Shokrani
- Department of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran
| | - Karam Jabbour
- College of Engineering and Technology, American University of the Middle East, Kuwait
| | - Otman Abida
- College of Engineering and Technology, American University of the Middle East, Kuwait
| | | | - Sajjad Habibzadeh
- Surface Reaction and Advanced Energy Materials Laboratory, Chemical Engineering Department, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran.
| | - Shirish H Sonawane
- Department of Chemical Engineering, National Institute of Technology Warangal, Warangal, 506004, Telangana, India
| | - Mohammad Reza Saeb
- Department of Polymer Technology, Faculty of Chemistry, Gdańsk University of Technology, G. Narutowicza 11/12 80-233, Gdańsk, Poland
| | | | - Michael Badawi
- Université de Lorraine, Laboratoire de Physique et Chimie Théoriques LPCT UMR CNRS, 7019, Nancy, France.
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Zahmatkesh S, Amesho KT, Sillanpaa M, Wang C. Integration of renewable energy in wastewater treatment during COVID-19 pandemic: Challenges, opportunities, and progressive research trends. CLEANER CHEMICAL ENGINEERING 2022. [PMCID: PMC9176107 DOI: 10.1016/j.clce.2022.100036] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
SARS-CoV-2 has aroused drastic effects on the global economy and public health. In response to this, personal protective equipment, hand hygiene, and social distancing have been considered the most important ways to prevent the direct spread of the virus. SARS-CoV-2 would be possible survive in wastewater for a few days, leading to secondary transmission via contact with water and wastewater. Thus, the most economical and practical approaches for decentralized wastewater treatment are renewable energies such as the solar energy disinfestation process. However, as freshwater requirements increase and fossil fuels become unsustainable, renewable energy becomes more attractive for desalination applications. Solar photovoltaic, membrane-based, and electricity desalination technologies are becoming increasingly popular due to their lower energy requirements. Several aquatic environments could be benefitted from solar energy wastewater disinfection. Besides, utilizing solar energy during the day can inactivate SARS-CoV-2 to nearly 90%. However, conventional membrane-based desalination practices have also been integrated, including reverse osmosis (RO) and electrodialysis (ED). Several exciting membrane processes have been developed recently, including membrane distillation (MD), pressure-reduced osmosis (PRO), and reverse electrodialysis (RED). Such operations can produce clean and sustainable electricity from brine and impaired water, generally considered hazardous to the environment. As a result, neither PRO nor RED can produce electricity without mixing a high salinity solution (such as seawater or brine and wastewater, respectively) with a low salinity solution. Herein, we critically review the progress in applying renewable energy such as solar energy and geothermal energy for generating electricity from wastewater treatment and uniquely discuss the effects of these two types of renewable energy on SARS-CoV-2 in air and wastewater treatment. We also highlight the significant process made on the membrane processes utilizing renewable energy and research gaps from the standpoint of producing clean and sustainable energy. The significant points of this review are: (1) among various types of renewable energy, solar energy and geothermal energy have been predominantly studied for wastewater treatment, (2) effects of these two types of renewable energy on SARS-CoV-2 in air and wastewater treatment are critically analyzed, and (3) the knowledge gaps and anticipated future research outlook have been consequently proposed thereof.
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Tesauro M, Terraneo M, Consonni M, Fappani C, Colzani D, Stevanin C, Amendola A, Masseroni D, Tanzi E. A Methodological Approach to Water Concentration to Investigate the Presence of SARS-CoV-2 RNA in Surface Freshwaters. Pathogens 2022; 11:845. [PMID: 36014966 PMCID: PMC9415985 DOI: 10.3390/pathogens11080845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/22/2022] [Accepted: 07/26/2022] [Indexed: 02/04/2023] Open
Abstract
During the COVID-19 public health emergency, an increasing number of studies reported the occurrence of SARS-CoV-2 in wastewaters worldwide, but little is known about the presence of the virus in surface freshwaters. The aim of the current study was to develop and validate an appropriate and scalable methodological approach for the concentration and detection of SARS-CoV-2 from surface freshwater samples, collected within the Milan rural network subjected to flood spillways activity. Overall, both surface water and distilled water samples spiked with inactivated SARS-CoV-2 were used to validate the concentration method for pathogens determination. Two pre-filtration systems, filter paper and Sartolab® P20 (Sartorius, Germany) and two concentration methods, two-phase (PEG-dextran method) separation and tangential flow ultrafiltration (UF), were compared. The effects of pre-filtration and concentration on viral nucleic acid recovery were assessed through real time RT-PCR targeting SARS-CoV-2 and the internal viral control PMMoV (Pepper Mild Mottle Virus). Our results showed that UF is more sensitive than the PEG-dextran method in viral acid nucleic recovery from surface water samples. Better results were obtained pre-filtering samples with Sartolab® P20 and extracting the nucleic acids with undiluted silica, rather than diluted as required by the standard protocol. The proposed method will be used for the monitoring of surface waters in the Milan area.
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Affiliation(s)
- Marina Tesauro
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy;
- Coordinated Research Center “EpiSoMI”, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (A.A.); (E.T.)
| | - Mara Terraneo
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
| | - Michela Consonni
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy;
| | - Clara Fappani
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
- Department of Clinical Sciences and Community Health, University of Milan, Via della Commenda 19, 20122 Milan, Italy
| | - Daniela Colzani
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
| | - Caterina Stevanin
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
| | - Antonella Amendola
- Coordinated Research Center “EpiSoMI”, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (A.A.); (E.T.)
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
| | - Daniele Masseroni
- Department of Agricultural and Environmental Sciences-Production, Landscape, Agroenergy, University of Milan, Via Celoria 2, 20133 Milan, Italy;
| | - Elisabetta Tanzi
- Coordinated Research Center “EpiSoMI”, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (A.A.); (E.T.)
- Department of Health Sciences, University of Milan, Via Carlo Pascal 36, 20133 Milan, Italy; (M.T.); (C.F.); (D.C.); (C.S.)
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Yanaç K, Adegoke A, Wang L, Uyaguari M, Yuan Q. Detection of SARS-CoV-2 RNA throughout wastewater treatment plants and a modeling approach to understand COVID-19 infection dynamics in Winnipeg, Canada. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 825:153906. [PMID: 35218826 PMCID: PMC8864809 DOI: 10.1016/j.scitotenv.2022.153906] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 02/04/2022] [Accepted: 02/11/2022] [Indexed: 05/07/2023]
Abstract
Although numerous studies have detected SARS-CoV-2 RNA in wastewater and attempted to find correlations between the concentration of SARS-CoV-2 RNA and the number of cases, no consensus has been reached on sample collection and processing, and data analysis. Moreover, the fate of SARS-CoV-2 in wastewater treatment plants is another issue, specifically regarding the discharge of the virus into environmental settings and the water cycle. The current study monitored SARS-CoV-2 RNA in influent and effluent wastewater samples with three different concentration methods and sludge samples over six months (July to December 2020) to compare different virus concentration methods, assess the fate of SARS-CoV-2 RNA in wastewater treatment plants, and describe the potential relationship between SARS-CoV-2 RNA concentrations in influent and infection dynamics. Skimmed milk flocculation (SMF) resulted in 15.27 ± 3.32% recovery of an internal positive control, Armored RNA, and a high positivity rate of SARS-CoV-2 RNA in stored wastewater samples compared to ultrafiltration methods employing a prefiltration step to eliminate solids in fresh wastewater samples. Our results suggested that SARS-CoV-2 RNA may predominate in solids, and therefore, concentration methods focusing on both supernatant and solid fractions may result in better recovery. SARS-CoV-2 RNA was detected in influent and primary sludge samples but not in secondary and final effluent samples, indicating a significant reduction during primary and secondary treatments. SARS-CoV-2 RNA was first detected in influent on September 30th, 2020. A decay-rate formula was applied to estimate initial concentrations of late-processed samples with SMF. A model based on shedding rate and new cases was applied to estimate SARS-CoV-2 RNA concentrations and the number of active shedders. Inferred sensitivity of observed and modeled concentrations to the fluctuations in new cases and test-positivity rates indicated a potential contribution of newly infected individuals to SARS-CoV-2 RNA loads in wastewater.
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Affiliation(s)
- Kadir Yanaç
- Department of Civil Engineering, University of Manitoba, Winnipeg, Canada
| | - Adeola Adegoke
- Department of Statistics, University of Manitoba, Winnipeg, Canada
| | - Liqun Wang
- Department of Statistics, University of Manitoba, Winnipeg, Canada
| | - Miguel Uyaguari
- Department of Microbiology, University of Manitoba, Winnipeg, Canada
| | - Qiuyan Yuan
- Department of Civil Engineering, University of Manitoba, Winnipeg, Canada.
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Dawadi P, Syangtan G, Lama B, Kanel SR, Raj Joshi D, Pokhrel LR, Adhikari R, Joshi HR, Pavel I. Understanding COVID-19 Situation in Nepal and Implications for SARS-CoV-2 Transmission and Management. ENVIRONMENTAL HEALTH INSIGHTS 2022; 16:11786302221104348. [PMID: 35694428 PMCID: PMC9178984 DOI: 10.1177/11786302221104348] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 05/14/2022] [Indexed: 06/15/2023]
Abstract
Background The pandemic of Coronavirus Disease 2019 (COVID-19), one of the most infectious diseases in the modern history, is caused by Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) and has had a profound health and economic toll, globally. This paper identifies the overall health status associated with COVID-19 pandemic in all 7 provinces of Nepal, a developing country in South Asia, analyzing data from January 2020 to February 2022. It focuses on the SARS-CoV-2 prevalence, transmission through wastewater and other routes, diagnostics, treatment options, and alternative medicines, thereby offering key perspectives for its management. Materials and Methods Studies regarding coronavirus spanning the 2017 to 2022 period were searched on the web, Nepalese database, and Web of Science. Refined criteria included SARS-CoV-2 in wastewater of Nepal or worldwide. Demographic data (sex, age-group, and geographic location) were also obtained from websites and relevant reports of the Ministry of Health and Population (MOHP) of Nepal, ranging from January 2020 to February 2022. Moreover, trends concerning lockdown, business, and border activities in Nepal between February 2020 and October 2020 were evaluated. The viral dissemination pathways, diagnosis, and available treatment options, including the Ayurvedic medicine, were also examined. Results Aerosols generated during the hospital, industrial, recreational, and household activities were found to contribute to the propagation of SARS-CoV-2 into environmental wastewater, thereby putting the surrounding communities at risk of infection. When lockdown ended and businesses opened in October 2020, the number of active cases of COVID-19 increased exponentially. Bagmati Province had the highest number of cases (53.84%), while the remaining 6 provinces tallied 46.16%. Kathmandu district had the highest number of COVID-19 cases (138, 319 cases), while Manang district had the smallest number of infections (81 cases). The male population was found to be predominantly infected (58.7%). The most affected age groups were the 31 to 40 years old males (25.92%) and the 21 to 30 years old females (26.85%). Conclusion The pandemic impacted the public health and economic growth in our study duration. SARS-CoV-2 was prevalent in the wastewater of Nepal. The Terai districts and the megacities were mostly affected by SARS-CoV-2 infections. Working-age groups and males were identified as the highest risk groups. More investigations on the therapeutic and alternative cures are recommended. These findings may guide the researchers and professionals with handling the COVID-19 challenges in developing countries such as Nepal and better prepare for future pandemics.
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Affiliation(s)
- Prabin Dawadi
- Biological Resources Unit, Nepal Academy of Science and Technology, Lalitpur, Bagmati, Nepal
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Bagmati, Nepal
| | - Gopiram Syangtan
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Bagmati, Nepal
- Shi-Gan International College of Science and Technology, Tribhuvan University, Kathmandu, Bagmati, Nepal
| | - Bhupendra Lama
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Bagmati, Nepal
| | - Sushil R. Kanel
- Department of Chemistry, Wright State University, Dayton, OH, USA
| | - Dev Raj Joshi
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Bagmati, Nepal
| | - Lok R. Pokhrel
- Department of Public Health, The Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Rameshwar Adhikari
- Research Center for Applied Science and Technology, Tribhuvan University, Kathmandu, Nepal
| | - Hem R. Joshi
- Department of Mathematics, Xavier University, Cincinnati, OH, USA
| | - Ioana Pavel
- Department of Physical and Environmental Sciences, Texas A&M University at Corpus Christi, Corpus Christi, TX, USA
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Zamhuri SA, Soon CF, Nordin AN, Ab Rahim R, Sultana N, Khan MA, Lim GP, Tee KS. A review on the contamination of SARS-CoV-2 in water bodies: Transmission route, virus recovery and recent biosensor detection techniques. SENSING AND BIO-SENSING RESEARCH 2022; 36:100482. [PMID: 35251937 PMCID: PMC8889793 DOI: 10.1016/j.sbsr.2022.100482] [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: 11/01/2021] [Revised: 02/14/2022] [Accepted: 02/28/2022] [Indexed: 12/11/2022] Open
Abstract
The discovery of SARS-CoV-2 virus in the water bodies has been reported, and the risk of virus transmission to human via the water route due to poor wastewater management cannot be disregarded. The main source of the virus in water bodies is the sewage network systems which connects to the surface water. Wastewater-based epidemiology has been applied as an early surveillance tool to sense SARS-CoV-2 virus in the sewage network. This review discussed possible transmission routes of the SARS-CoV-2 virus and the challenges of the existing method in detecting the virus in wastewater. One significant challenge for the detection of the virus is that the high virus loading is diluted by the sheer volume of the wastewater. Hence, virus preconcentration from water samples prior to the application of virus assay is essential to accurately detect traceable virus loading. The preparation time, materials and conditions, virus type, recovery percentage, and various virus recovery techniques are comprehensively discussed in this review. The practicability of molecular methods such as Polymer-Chain-Reaction (PCR) for the detection of SARS-CoV-2 in wastewater will be revealed. The conventional virus detection techniques have several shortcomings and the potential of biosensors as an alternative is also considered. Biosensing techniques have also been proposed as an alternative to PCR and have reported detection limits of 10 pg/μl. This review serves to guide the reader on the future designs and development of highly sensitive, robust and, cost effective SARS-CoV-2 lab-on-a-chip biosensors for use in complex wastewater.
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Affiliation(s)
- Siti Adibah Zamhuri
- Microelectronics and Nanotechnology-Shamsuddin Research Centre, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
| | - Chin Fhong Soon
- Microelectronics and Nanotechnology-Shamsuddin Research Centre, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
- Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
| | - Anis Nurashikin Nordin
- Department of Electrical and Computer Engineering, Kulliyah of Engineering, International University of Islam Malaysia, 53100, Jalan Gombak, Kuala Lumpur, Malaysia
| | - Rosminazuin Ab Rahim
- Department of Electrical and Computer Engineering, Kulliyah of Engineering, International University of Islam Malaysia, 53100, Jalan Gombak, Kuala Lumpur, Malaysia
| | | | - Muhammad Arif Khan
- Microelectronics and Nanotechnology-Shamsuddin Research Centre, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
| | - Gim Pao Lim
- Microelectronics and Nanotechnology-Shamsuddin Research Centre, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
| | - Kian Sek Tee
- Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia
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35
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Matta G, Kumar P, Uniyal DP, Joshi DU. Communicating Water, Sanitation, and Hygiene under Sustainable Development Goals 3, 4, and 6 as the Panacea for Epidemics and Pandemics Referencing the Succession of COVID-19 Surges. ACS ES&T WATER 2022; 2:667-689. [PMID: 35603040 PMCID: PMC9113005 DOI: 10.1021/acsestwater.1c00366] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 05/25/2023]
Abstract
WASH (water, sanitation, and hygiene) has become the most crucial amenity in the past decade for every individual on the planet. In the UN agenda for 2030, which created 17 Sustainable Development Goals (SDGs), SDGs 3, 4, and 6 directly correlate with WASH practices and management for creating a good health hygiene environment for all. The dearth of WASH facilities has created barriers for averting the transmission of COVID-19, motivating the concept of WASH as the primary step of precaution and prevention, which includes WASH practices, communication for literacy, and positive behavioral changes primarily in developing and low-income countries. This Review deals with the complex concept of correlation of WASH and SDGs 3, 4, and 6 while defining elaborate WASH practices, including the prominence of clean water, the need for sanitation facilities, and health hygiene for good health and immunity for preparedness for and during epidemics and pandemics. Certain risk factors explain the sectors in which the gaps exist, creating a gap for implementation of WASH practices in epidemics and pandemics across the globe. Further, COVID-19 surge succession is presented along with data of different variants that have occurred. The need of WASH understanding is required using different tools (audio-visual, social media, print media, and mass media) and strategies (communication, advocacy, and positive behavioral changes) for every individual as an act to counter consequences during and after the COVID-19 pandemic and as a routine practice for future preparedness. This Review gives a detailed concept of WASH understanding for every sector from community to government agencies and research professionals to act immediately for the sustainable future of humanity.
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Affiliation(s)
- Gagan Matta
- Hydrological
Research Laboratory, Department of Zoology and Environmental Science, Gurukula Kangri (Deemed to be University), Haridwar 249404, India
| | - Pamposh Kumar
- National
Council for Science and Technology Communication, Department of Science
and Technology, Government of India, New Delhi 110016, India
| | - D. P. Uniyal
- Uttarakhand
State Council for Science and Technology, Dehradun 248007, India
| | - Divya U. Joshi
- Human
Resource Development Center, Kumaon University, Nainital 263002, India
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36
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Chan AY, Kim H, Bell ML. Higher incidence of novel coronavirus (COVID-19) cases in areas with combined sewer systems, heavy precipitation, and high percentages of impervious surfaces. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 820:153227. [PMID: 35051454 PMCID: PMC8763406 DOI: 10.1016/j.scitotenv.2022.153227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/23/2021] [Accepted: 01/13/2022] [Indexed: 05/09/2023]
Abstract
Combined sewer systems (CSS) are water management systems that collect and transport stormwater and sewer water in the same pipes. During large storm events, stormwater runoff may exceed the capacity of the system and lead to combined sewer overflows (CSOs), where untreated sewer and stormwater are released into the environment. Though current literature reveals inconclusive evidence regarding the infectivity of SARS-CoV-2 in wastewater, detection of infectious SARS-CoV-2 in urine and feces of COVID-19 patients led to concerns that areas contaminated by CSOs may be a reservoir of SARS-CoV-2 and may result in illness after the ingestion and/or inhalation of contaminated splashes, droplets, or aerosols. We investigated the association between COVID-19 incidence and CSSs and whether this association differed by precipitation and percent impervious surfaces as a proxy for possible CSOs. We fitted a quasi-Poisson regression model to estimate the change in percentage of incidence rate of COVID-19 cases in counties with a CSS compared to those without, adjusting for potential confounders (i.e., state, population density, date of first documented COVID-19 case, social vulnerability, and percent vaccinated) and including interaction variables between CSS, precipitation, and impervious surfaces. Our findings suggest that heavy precipitation in combination with high percentages of imperviousness is associated with higher incidences of COVID-19 cases in counties with a CSS compared to in counties without (p-value = 2.5e-9). For example, CSS-counties with precipitation of 10 in/month may observe a higher incidence in COVID-19 cases compared to non-CSS counties if their impervious surfaces exceed 33.5% [95%CI: 23.0%, 60.0%]. We theorize that more COVID-19 cases may be seen in counties with a CSS, heavy precipitation, and high percentages of impervious surfaces because of the possible increase in frequency and severity of CSOs. The results suggest links between climate change, urbanization, and COVID-19.
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Affiliation(s)
- Alisha Yee Chan
- Yale University, School of Engineering and Applied Science, Department of Chemical and Environmental Engineering, New Haven, CT, USA.
| | - Honghyok Kim
- Yale University, School of the Environment, New Haven, CT, USA
| | - Michelle L Bell
- Yale University, School of the Environment, New Haven, CT, USA
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Foladori P, Cutrupi F, Cadonna M, Manara S. Coronaviruses and SARS-CoV-2 in sewerage and their removal: Step by step in wastewater treatment plants. ENVIRONMENTAL RESEARCH 2022; 207:112204. [PMID: 34656637 PMCID: PMC8516124 DOI: 10.1016/j.envres.2021.112204] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 10/05/2021] [Accepted: 10/06/2021] [Indexed: 05/25/2023]
Abstract
The fate of Coronaviruses (CoVs) and in particular SARS-CoV-2 in wastewater treatment plants (WWTPs) has not been completely understood yet, but an adequate knowledge on the removal performances in WWTPs could help to prevent waterborne transmission of the virus that is still under debate. CoVs and SARS-CoV-2 are discharged from faeces into the sewer network and reach WWTPs within a few hours. This review presents the fate of SARS-CoV-2 and other CoVs in the primary, secondary and tertiary treatments of WWTPs as well as in sludge treatments. The viral loads decrease progressively along with the treatments from 20 to 3.0E+06 GU/L (Genomic Units/L) in the influent wastewater to concentrations below 2.50E+05 GU/L after secondary biological treatments and finally to negative concentrations (below detection limit) in disinfected effluents. Reduction of CoVs is due to (i) natural decay under unfavourable conditions (solids, microorganisms, temperature) for relatively long hydraulic retention times and (ii) processes of sedimentation, filtration, predation, adsorption, disinfection. In primary and secondary settling, due to the hydrophobic properties, a partial accumulation of CoVs may occur in the separated sludge. In secondary treatment (i.e. activated sludge) CoVs and SARS-CoV-2 loads can be reduced only by about one logarithm (∼90%). To enhance this removal, tertiary treatment with ultrafiltration (Membrane Bioreactors) and chemical disinfection or UV light is needed. CoVs and SARS-CoV-2 in the sludge (1.2E+04-4.6E+08 GU/L) can be inactivated significantly in the thermophilic digestion (55 °C), while mesophilic temperatures (33-37 °C) are not efficient. Additional studies are required to investigate the infectivity of SARS-CoV-2 in WWTPs, especially in view of increasing interest in wastewater reclamation and reuse.
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Affiliation(s)
- Paola Foladori
- Department of Civil, Environmental and Mechanical Engineering (DICAM) - University of Trento, via Mesiano, n. 77, 38123, Trento, Italy.
| | - Francesca Cutrupi
- Department of Civil, Environmental and Mechanical Engineering (DICAM) - University of Trento, via Mesiano, n. 77, 38123, Trento, Italy
| | - Maria Cadonna
- ADEP - Agenzia per la Depurazione, Autonomous Province of Trento, via Gilli, n. 3, 38121, Trento, Italy
| | - Serena Manara
- Department of Cellular Computational and Integrative Biology (CIBIO) - University of Trento, via Sommarive, n. 9, 38123, Trento, Italy
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Maida CM, Amodio E, Mazzucco W, La Rosa G, Lucentini L, Suffredini E, Palermo M, Andolina G, Iaia FR, Merlo F, Chiarelli MG, Siragusa A, Vitale F, Tramuto F. Wastewater-based epidemiology for early warning of SARS-COV-2 circulation: A pilot study conducted in Sicily, Italy. Int J Hyg Environ Health 2022; 242:113948. [PMID: 35279536 PMCID: PMC8898702 DOI: 10.1016/j.ijheh.2022.113948] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 01/28/2022] [Accepted: 03/01/2022] [Indexed: 12/15/2022]
Abstract
There is increasing evidence of the use of wastewater-based epidemiology to integrate conventional monitoring assessing disease symptoms and signs of viruses in a specific territory. We present the results of SARS-CoV-2 environmental surveillance activity in wastewater samples collected between September 2020 and July 2021 in 9 wastewater treatment plants (WTPs) located in central and western Sicily, serving over 570,000 residents. The presence of SARS-CoV-2, determined in 206 wastewater samples using RT-qPCR assays, was correlated with the notified and geo-referenced cases on the areas served by the WTPs in the same study period. Overall, 51% of wastewater samples were positive. Samples were correlated with 33,807 SARS-CoV-2 cases, reported in 4 epidemic waves, with a cumulative prevalence of 5.9% among Sicilian residents. The results suggest that the daily prevalence of SARS-CoV-2 active cases was statistically significant and higher in areas with SARS-CoV-2 positive wastewater samples. According to these findings, the proposed method achieves a good sensitivity profile (78.3%) in areas with moderate or high viral circulation (≥133 cases/100,000 residents) and may represent a useful tool in the management of epidemics based on an environmental approach, although it is necessary to improve the accuracy of the process.
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Affiliation(s)
- Carmelo Massimo Maida
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Italy; Clinical Epidemiology Unit and Regional Reference Laboratory of Western Sicily for the Emergence of COVID-19, University Hospital "P. Giaccone", Via del Vespro 133, 90127, Palermo, Italy.
| | - Emanuele Amodio
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Via del Vespro 133, 90127, Palermo, Italy
| | - Walter Mazzucco
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Italy; Clinical Epidemiology Unit and Regional Reference Laboratory of Western Sicily for the Emergence of COVID-19, University Hospital "P. Giaccone", Via del Vespro 133, 90127, Palermo, Italy
| | | | - Luca Lucentini
- Istituto Superiore di Sanità (ISS), Viale Regina Elena 299, Rome, Italy
| | | | - Mario Palermo
- Regional Health Authority of Sicily, Via Vaccaro 5, 90145, Palermo, Italy
| | - Gina Andolina
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Via del Vespro 133, 90127, Palermo, Italy
| | - Francesca Rita Iaia
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Via del Vespro 133, 90127, Palermo, Italy
| | - Fabrizio Merlo
- Regional Environmental Protection Agency (ARPA Sicilia), UOC "Reporting Ambientale, Salute e Ambiente", Complesso Roosevelt, Viale Cristoforo Colombo snc, 90149, Palermo, Italy
| | - Massimo Giuseppe Chiarelli
- Local Water Plant Management (Acque di Caltanissetta S.p.A.), Corso Vittorio Emanuele 61, 93100, Caltanissetta, Italy
| | - Angelo Siragusa
- AMAP, Local Wastewater Plant Management (Amap SpA), Via Volturno 2, 90138, Palermo, Italy
| | - Francesco Vitale
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Italy; Clinical Epidemiology Unit and Regional Reference Laboratory of Western Sicily for the Emergence of COVID-19, University Hospital "P. Giaccone", Via del Vespro 133, 90127, Palermo, Italy
| | - Fabio Tramuto
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Italy; Clinical Epidemiology Unit and Regional Reference Laboratory of Western Sicily for the Emergence of COVID-19, University Hospital "P. Giaccone", Via del Vespro 133, 90127, Palermo, Italy
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39
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Hu Z, Yang L, Han J, Liu Z, Zhao Y, Jin Y, Sheng Y, Zhu L, Hu B. Human viruses lurking in the environment activated by excessive use of COVID-19 prevention supplies. ENVIRONMENT INTERNATIONAL 2022; 163:107192. [PMID: 35354102 PMCID: PMC8938188 DOI: 10.1016/j.envint.2022.107192] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/24/2022] [Accepted: 03/17/2022] [Indexed: 05/09/2023]
Abstract
Due to extensive COVID-19 prevention measures, millions of tons of chemicals penetrated into natural environment. Alterations of human viruses in the environment, the neglected perceiver of environmental fluctuations, remain obscure. To decipher the interaction between human viruses and COVID-19 related chemicals, environmental samples were collected on March 2020 from surroundings of designated hospitals and receivers of wastewater treatment plant effluent in Wuhan. The virus community and chemical concentration were respectively unveiled in virtue of virome and ultra-high-performance liquid chromatography-tandem mass spectrometry. The complex relationship between virus and chemical was ulteriorly elaborated by random forest model. As an indicator, environmental viruses were corroborated to sensitively reflect the ecological disturbance originated from pandemic prevention supplies. Chemicals especially trihalomethanes restrained the virus community diversity. Confronting this adverse scenario, Human gammaherpesvirus 4 and Orf virus with resistance to trihalomethanes flourished while replication potential of Macacine alphaherpesvirus 1 ascended under glucocorticoids stress. Consequently, human viruses lurking in the environment were actuated by COVID-19 prevention chemicals, which was a constant burden to public health in this ongoing pandemic. Besides, segments of SARS-CoV-2 RNA were detected near designated hospitals, suggesting environment as a missing link in the transmission route. This research innovatively underlined the human health risk of pandemic prevention supplies from the virus - environment interaction, appealing for monitoring of environmental viruses in long term.
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Affiliation(s)
- Zhichao Hu
- Department of Environmental Engineering, Zhejiang University, Hangzhou 310058, China
| | - Lihua Yang
- State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Jian Han
- State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Zishu Liu
- Department of Environmental Engineering, Zhejiang University, Hangzhou 310058, China
| | - Yuxiang Zhao
- Department of Environmental Engineering, Zhejiang University, Hangzhou 310058, China
| | - Yihao Jin
- Department of Environmental Engineering, Zhejiang University, Hangzhou 310058, China
| | - Yaqi Sheng
- Department of Environmental Science, Zhejiang University, Hangzhou 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, 310058 China
| | - Lizhong Zhu
- Department of Environmental Science, Zhejiang University, Hangzhou 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, 310058 China.
| | - Baolan Hu
- Department of Environmental Engineering, Zhejiang University, Hangzhou 310058, China.
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40
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Vadiati M, Beynaghi A, Bhattacharya P, Bandala ER, Mozafari M. Indirect effects of COVID-19 on the environment: How deep and how long? THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 810:152255. [PMID: 34896489 PMCID: PMC8660132 DOI: 10.1016/j.scitotenv.2021.152255] [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: 08/23/2020] [Revised: 12/02/2021] [Accepted: 12/04/2021] [Indexed: 05/30/2023]
Abstract
Although the World Health Organization (WHO) announcement released in early March 2020 stated there is no proven evidence that the COVID-19 virus can survive in drinking water or sewage, there has been some recent evidence that coronaviruses can survive in low-temperature environments and in groundwater for more than a week. Some studies have also found SARS-CoV-2 genetic materials in raw municipal wastewater, which highlights a potential avenue for viral spread. A lack of information about the presence and spread of COVID-19 in the environment may lead to decisions based on local concerns and prevent the integration of the prevalence of SARS-CoV-2 into the global water cycle. Several studies have optimistically assumed that coronavirus has not yet affected water ecosystems, but this assumption may increase the possibility of subsequent global water issues. More studies are needed to provide a comprehensive picture of COVID-19 occurrence and outbreak in aquatic environments and more specifically in water resources. As scientific efforts to report reliable news, conduct rapid and precise research on COVID-19, and advocate for scientists worldwide to overcome this crisis increase, more information is required to assess the extent of the effects of the COVID-19 pandemic on the environment. The goals of this study are to estimate the extent of the environmental effects of the pandemic, as well as identify related knowledge gaps and avenues for future research.
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Affiliation(s)
- Meysam Vadiati
- Hubert H. Humphrey Fellowship Program, Global Affairs, University of California, Davis, 10 College Park, 95616 Davis, CA, USA
| | - Ali Beynaghi
- Office of Sustainability, Amirkabir University of Technology, Tehran, Iran
| | - Prosun Bhattacharya
- COVID-19 Research @KTH, Department of Sustainable Development, Environmental Science and Engineering, KTH Royal Institute of Technology, Teknikringen 10B, SE-100 44 Stockholm, Sweden
| | - Erick R Bandala
- Division of Hydrological Sciences, Desert Research Institute, 755 E. Flamingo Road, 89119 Las Vegas, NV, USA
| | - Masoud Mozafari
- Department of Tissue Engineering & Regenerative Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran.
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41
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Hewitt J, Trowsdale S, Armstrong BA, Chapman JR, Carter KM, Croucher DM, Trent CR, Sim RE, Gilpin BJ. Sensitivity of wastewater-based epidemiology for detection of SARS-CoV-2 RNA in a low prevalence setting. WATER RESEARCH 2022; 211:118032. [PMID: 35042077 PMCID: PMC8720482 DOI: 10.1016/j.watres.2021.118032] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 12/24/2021] [Accepted: 12/30/2021] [Indexed: 05/04/2023]
Abstract
To assist public health responses to COVID-19, wastewater-based epidemiology (WBE) is being utilised internationally to monitor SARS-CoV-2 infections at the community level. However, questions remain regarding the sensitivity of WBE and its use in low prevalence settings. In this study, we estimated the total number of COVID-19 cases required for detection of SARS-CoV-2 RNA in wastewater. To do this, we leveraged a unique situation where, over a 4-month period, all symptomatic and asymptomatic cases, in a population of approximately 120,000, were precisely known and mainly located in a single managed isolation and quarantine facility (MIQF) building. From 9 July to 6 November 2020, 24-hr composite wastewater samples (n = 113) were collected daily from the sewer outside the MIQF, and from the municipal wastewater treatment plant (WWTP) located 5 km downstream. New daily COVID-19 cases at the MIQF ranged from 0 to 17, and for most of the study period there were no cases outside the MIQF identified. SARS-CoV-2 RNA was detected in 54.0% (61/113) at the WWTP, compared to 95.6% (108/113) at the MIQF. We used logistic regression to estimate the shedding of SARS-CoV-2 RNA into wastewater based on four infectious shedding models. With a total of 5 and 10 COVID-19 infectious cases per 100,000 population (0.005% and 0.01% prevalence) the predicated probability of SARS-CoV-2 RNA detection at the WWTP was estimated to be 28 and 41%, respectively. When a proportional shedding model was used, this increased to 58% and 87% for 5 and 10 cases, respectively. In other words, when 10 individuals were actively shedding SARS-CoV-2 RNA in a catchment of 100,000 individuals, there was a high likelihood of detecting viral RNA in wastewater. SARS-CoV-2 RNA detections at the WWTP were associated with increasing COVID-19 cases. Our results show that WBE provides a reliable and sensitive platform for detecting infections at the community scale, even when case prevalence is low, and can be of use as an early warning system for community outbreaks.
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Affiliation(s)
- Joanne Hewitt
- Institute of Environmental Science and Research Ltd, 34 Kenepuru Drive, Porirua, 5240, New Zealand.
| | - Sam Trowsdale
- School of Environment, University of Auckland, 23 Symonds Street, Auckland, 1010, New Zealand
| | - Bridget A Armstrong
- Institute of Environmental Science and Research Ltd, 27 Creyke Road, Ilam, Christchurch 8041, New Zealand
| | - Joanne R Chapman
- Institute of Environmental Science and Research Ltd, 34 Kenepuru Drive, Porirua, 5240, New Zealand
| | - Kirsten M Carter
- Institute of Environmental Science and Research Ltd, 34 Kenepuru Drive, Porirua, 5240, New Zealand
| | - Dawn M Croucher
- Institute of Environmental Science and Research Ltd, 34 Kenepuru Drive, Porirua, 5240, New Zealand
| | - Cassandra R Trent
- Watercare Services Limited, 52 Aintree Ave, Airport Oaks, Auckland, New Zealand
| | - Rosemary E Sim
- Watercare Services Limited, 52 Aintree Ave, Airport Oaks, Auckland, New Zealand
| | - Brent J Gilpin
- Institute of Environmental Science and Research Ltd, 27 Creyke Road, Ilam, Christchurch 8041, New Zealand
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42
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Dixit N, Singh SP. Laser-Induced Graphene (LIG) as a Smart and Sustainable Material to Restrain Pandemics and Endemics: A Perspective. ACS OMEGA 2022; 7:5112-5130. [PMID: 35187327 PMCID: PMC8851616 DOI: 10.1021/acsomega.1c06093] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 01/19/2022] [Indexed: 05/02/2023]
Abstract
A healthy environment is necessary for a human being to survive. The contagious COVID-19 virus has disastrously contaminated the environment, leading to direct or indirect transmission. Therefore, the environment demands adequate prevention and control strategies at the beginning of the viral spread. Laser-induced graphene (LIG) is a three-dimensional carbon-based nanomaterial fabricated in a single step on a wide variety of low-cost to high-quality carbonaceous materials without using any additional chemicals potentially used for antiviral, antibacterial, and sensing applications. LIG has extraordinary properties, including high surface area, electrical and thermal conductivity, environmental-friendliness, easy fabrication, and patterning, making it a sustainable material for controlling SARS-CoV-2 or similar pandemic transmission through different sources. LIG's antiviral, antibacterial, and antibiofouling properties were mainly due to the thermal and electrical properties and texture derived from nanofibers and micropores. This perspective will highlight the conducted research and the future possibilities on LIG for its antimicrobial, antiviral, antibiofouling, and sensing applications. It will also manifest the idea of incorporating this sustainable material into different technologies like air purifiers, antiviral surfaces, wearable sensors, water filters, sludge treatment, and biosensing. It will pave a roadmap to explore this single-step fabrication technique of graphene to deal with pandemics and endemics in the coming future.
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Affiliation(s)
- Nandini Dixit
- Environmental
Science and Engineering Department (ESED), Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Swatantra P. Singh
- Environmental
Science and Engineering Department (ESED), Indian Institute of Technology Bombay, Mumbai 400076, India
- Centre
for Research in Nanotechnology & Science (CRNTS), Indian Institute of Technology Bombay, Mumbai 400076, India
- Interdisciplinary
Program in Climate Studies, Indian Institute
of Technology Bombay, Mumbai 400076, India
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43
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Robinson CA, Hsieh HY, Hsu SY, Wang Y, Salcedo BT, Belenchia A, Klutts J, Zemmer S, Reynolds M, Semkiw E, Foley T, Wan X, Wieberg CG, Wenzel J, Lin CH, Johnson MC. Defining biological and biophysical properties of SARS-CoV-2 genetic material in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 807:150786. [PMID: 34619200 PMCID: PMC8490134 DOI: 10.1016/j.scitotenv.2021.150786] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/01/2021] [Accepted: 09/13/2021] [Indexed: 05/06/2023]
Abstract
SARS-CoV-2 genetic material has been detected in raw wastewater around the world throughout the COVID-19 pandemic and has served as a useful tool for monitoring community levels of SARS-CoV-2 infections. SARS-CoV-2 genetic material is highly detectable in a patient's feces and the household wastewater for several days before and after a positive COVID-19 qPCR test from throat or sputum samples. Here, we characterize genetic material collected from raw wastewater samples and determine recovery efficiency during a concentration process. We find that pasteurization of raw wastewater samples did not reduce SARS-CoV-2 signal if RNA is extracted immediately after pasteurization. On the contrary, we find that signal decreased by approximately half when RNA was extracted 24-36 h post-pasteurization and ~90% when freeze-thawed prior to concentration. As a matrix control, we use an engineered enveloped RNA virus. Surprisingly, after concentration, the recovery of SARS-CoV-2 signal is consistently higher than the recovery of the control virus leading us to question the nature of the SARS-CoV-2 genetic material detected in wastewater. We see no significant difference in signal after different 24-hour temperature changes; however, treatment with detergent decreases signal ~100-fold. Furthermore, the density of the samples is comparable to enveloped retrovirus particles, yet, interestingly, when raw wastewater samples were used to inoculate cells, no cytopathic effects were seen indicating that wastewater samples do not contain infectious SARS-CoV-2. Together, this suggests that wastewater contains fully intact enveloped particles.
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Affiliation(s)
- Carolyn A Robinson
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Hsin-Yeh Hsieh
- School of Natural Resources, University of Missouri, Columbia, MO, USA
| | - Shu-Yu Hsu
- School of Natural Resources, University of Missouri, Columbia, MO, USA; Center of Agroforestry, University of Missouri, Columbia, MO, USA
| | - Yang Wang
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Braxton T Salcedo
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Anthony Belenchia
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Jessica Klutts
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Sally Zemmer
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Melissa Reynolds
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Elizabeth Semkiw
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Trevor Foley
- Missouri Department of Corrections, Jefferson City, MO, USA
| | - XiuFeng Wan
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Department of Electrical Engineering & Computer Science, College of Engineering, University of Missouri, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Chris G Wieberg
- Water Protection Program, Missouri Department of Natural Resources, Jefferson City, MO, USA
| | - Jeff Wenzel
- Bureau of Environmental Epidemiology, Division of Community and Public Health, Missouri Department of Health and Senior Services, Jefferson City, MO, USA
| | - Chung-Ho Lin
- School of Natural Resources, University of Missouri, Columbia, MO, USA; Center of Agroforestry, University of Missouri, Columbia, MO, USA
| | - Marc C Johnson
- Department of Molecular Microbiology and Immunology, University of Missouri, School of Medicine, Columbia, MO, USA; Christopher Bond Life Sciences Center, University of Missouri, Columbia, MO, USA.
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Zhu Y, Wu X, Gu A, Dobelle L, Cid C, Li J, Hoffmann MR. Membrane-Based In-Gel Loop-Mediated Isothermal Amplification (mgLAMP) System for SARS-CoV-2 Quantification in Environmental Waters. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:862-873. [PMID: 34967203 PMCID: PMC8751019 DOI: 10.1021/acs.est.1c04623] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 11/17/2021] [Accepted: 11/17/2021] [Indexed: 05/06/2023]
Abstract
Since the COVID-19 pandemic is expected to become endemic, quantification of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) in ambient waters is critical for environmental surveillance and for early detection of outbreaks. Herein, we report the development of a membrane-based in-gel loop-mediated isothermal amplification (mgLAMP) system that is designed for the rapid point-of-use quantification of SARS-CoV-2 particles in environmental waters. The mgLAMP system integrates the viral concentration, in-assay viral lysis, and on-membrane hydrogel-based RT-LAMP quantification using enhanced fluorescence detection with a target-specific probe. With a sample-to-result time of less than 1 h, mgLAMP successfully detected SARS-CoV-2 below 0.96 copies/mL in Milli-Q water. In surface water, the lowest detected SARS-CoV-2 concentration was 93 copies/mL for mgLAMP, while the reverse transcription quantitative polymerase chain reaction (RT-qPCR) with optimal pretreatment was inhibited at 930 copies/mL. A 3D-printed portable device is designed to integrate heated incubation and fluorescence illumination for the simultaneous analysis of nine mgLAMP assays. Smartphone-based imaging and machine learning-based image processing are used for the interpretation of results. In this report, we demonstrate that mgLAMP is a promising method for large-scale environmental surveillance of SARS-CoV-2 without the need for specialized equipment, highly trained personnel, and labor-intensive procedures.
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Affiliation(s)
- Yanzhe Zhu
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Xunyi Wu
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Alan Gu
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Leopold Dobelle
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Clément
A. Cid
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Jing Li
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
| | - Michael R. Hoffmann
- Linde Laboratories, California
Institute of Technology, Pasadena, California 91125, United States
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Odetokun IA, Alhaji NB, Akpabio U, Abdulkareem MA, Bilat GT, Subedi D, Ghali-Mohammed I, Elelu N. Knowledge, risk perception, and prevention preparedness towards COVID-19 among a cross-section of animal health professionals in Nigeria. Pan Afr Med J 2022; 41:20. [PMID: 35291358 PMCID: PMC8895551 DOI: 10.11604/pamj.2022.41.20.28315] [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: 02/10/2021] [Accepted: 05/30/2021] [Indexed: 12/11/2022] Open
Abstract
Introduction the on-going COVID-19 pandemic caused by the SARS-CoV-2 virus has imposed serious public health and economic threats on the entire world population. The SARS-CoV-2 has been identified from both domestic and wild animals constituting a threat to humans since most apparently healthy animals may potentially infect and cause the disease in humans, especially Animal Health Professionals (AHPs) who come directly in contact with animals. These professionals such as veterinarians play important roles among the One Health team in controlling the pandemic. This survey was conducted to assess the knowledge, risk perception, and prevention behaviors of AHPs in Nigeria who are important personnel in the control of emerging and re-emerging zoonotic and infectious diseases. Methods an online-based epidemiological cross-sectional pre-tested questionnaire survey was carried out from April to May 2020. A total of 427 AHPs joined this survey. Descriptive statistics, chi-square test, and binary logistic regression model were used to analyze the data collected. Results the respondents have a mean knowledge score of 7.34 ± 2.05 (from a total possible score of 11) with the majority (66.7%, n = 285) having satisfactory knowledge scores on COVID-19. A high proportion (240/353) of respondents reported bats to be the major wildlife incriminated in the transmission of the COVID-19 virus though other animals reported were tiger, monkey, lion, and pangolin. At least, a quarter 131 (30.7%) of respondents perceived that visiting live animal markets is of high zoonotic risk to the spread of coronavirus. Most respondents reported hands washing and sanitizing after handling animals, and using personal protective equipment when handling suspected animals. At p<0.05; respondents' age, marital status, professional status, and geopolitical zone were significantly linked with satisfactory knowledge. Veterinarians (OR=0.40; 95%CI: 0.22-0.75) were thrice less likely to possess unsatisfactory knowledge of COVID-19 than laboratory technologists. Conclusion participants in this survey have a satisfactory level of COVID-19 knowledge and good mitigation measures instituted while working at their stations. However, AHPs need more enlightenment about the various zoonotic risk pathway contributing to the transmission of COVID-19.
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Affiliation(s)
- Ismail Ayoade Odetokun
- Department of Veterinary Public Health and Preventive Medicine, University of Ilorin, Ilorin, Kwara State, Nigeria
| | - Nma Bida Alhaji
- Department of Public Health and Epidemiology, Niger State Ministry of Livestock and Fisheries, Minna, Niger State, Nigeria
| | - Uduak Akpabio
- Department of Veterinary Public Health and Preventive Medicine, Michael Okpara University of Agriculture, Umudike, Nigeria
| | - Madinat Abimbola Abdulkareem
- Department of Veterinary Public Health and Preventive Medicine, University of Ilorin, Ilorin, Kwara State, Nigeria
| | - Gladys Taye Bilat
- Department of Regional Disease Surveillance System Enhancement (REDISSE), Ministry of Agriculture and Food Security, Ekiti State, Nigeria
| | - Deepak Subedi
- Institute of Agriculture and Animal Science (IAAS), Paklihawa campus, Tribhuvan University, Kirtipur 44618, Nepal
| | - Ibrahim Ghali-Mohammed
- Department of Veterinary Public Health and Preventive Medicine, University of Ilorin, Ilorin, Kwara State, Nigeria
| | - Nusirat Elelu
- Department of Veterinary Public Health and Preventive Medicine, University of Ilorin, Ilorin, Kwara State, Nigeria
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46
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Liu D, Yang H, Thompson JR, Li J, Loiselle S, Duan H. COVID-19 lockdown improved river water quality in China. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 802:149585. [PMID: 34454149 PMCID: PMC8526986 DOI: 10.1016/j.scitotenv.2021.149585] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 05/21/2023]
Abstract
The impacts of COVID-19 lockdowns on air quality around the world have received wide attention. In comparison, assessments of the implications for water quality are relatively rare. As the first country impacted by COVID-19, China implemented local and national lockdowns that shut down industries and businesses between January and May 2020. Based on monthly field measurements (N = 1693) and daily automonitoring (N = 65), this study analyzed the influence of the COVID-19 lockdown on river water quality in China. The results showed significant improvements in river water quality during the lockdown period but out-of-step improvements for different indicators. Reductions in ammonia nitrogen (NH4+-N) began relatively soon after the lockdown; chemical oxygen demand (COD) and dissolved oxygen (DO) showed improvements beginning in late January/early February and mid-March, respectively, while increases in pH were more temporally concentrated in the period from mid-March to early May. Compared to April 2019, the Water Quality Index increased at 67.4% of the stations in April 2020, with 75.9% of increases being significant. Changes in water quality parameters also varied spatially for different sites and were mainly determined by the locations and levels of economic development. After the lifting of the lockdown in June, all water quality parameters returned to pre-COVID-19 lockdown conditions. Our results clearly demonstrate the impacts of human activities on water quality and the potential for reversing ecosystem degradation by better management of wastewater discharges to replicate the beneficial impacts of the COVID-19 lockdown. CAPSULE SUMMARY: River water quality improved during China's COVID-19 lockdown, but returned to normal conditions after the lockdown.
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Affiliation(s)
- Dong Liu
- Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China
| | - Hong Yang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China; Department of Geography and Environmental Science, University of Reading, Whiteknights, Reading RG6 6AB, UK
| | - Julian R Thompson
- UCL Department of Geography, University College London, London WC1E 6BT, UK
| | - Junli Li
- State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
| | - Steven Loiselle
- Dipartimento di Biotecnologie, Chimica e Farmacia, CSGI, University of Siena, 53100 Siena, Italy
| | - Hongtao Duan
- Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China; College of Urban and Environmental Sciences, Northwest University, Xi'an 710127, China.
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Adebisi YA, Rabe A, Lucero-Prisno III DE. COVID-19 surveillance systems in African countries. Health Promot Perspect 2021; 11:382-392. [PMID: 35079582 PMCID: PMC8767077 DOI: 10.34172/hpp.2021.49] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 08/08/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Surveillance forms the basis for response to disease outbreaks, including COVID-19. Herein, we identified the COVID-19 surveillance systems and the associated challenges in 13 African countries. Methods: We conducted a comprehensive narrative review of peer-reviewed literature published between January 2020 and April 2021 in PubMed, Medline, PubMed Central, and Google Scholar using predetermined search terms. Relevant studies from the search and other data sources on COVID-19 surveillance strategies and associated challenges in 13 African countries (Mauritius, Algeria, Nigeria, Angola, Cote d'Ivoire, the Democratic Republic of the Congo, Ghana, Ethiopia, South Africa, Kenya, Zambia, Tanzania, and Uganda) were identified and reviewed. Results: Our findings revealed that the selected African countries have ramped up COVID-19 surveillance ranging from immediate case notification, virological surveillance, hospital-based surveillance to mortality surveillance among others. Despite this, there exist variations in the level of implementation of the surveillance systems across countries. Integrated Disease Surveillance and Response (IDSR) strategy is also being leveraged in some African countries, but the implementation across countries remains uneven. Our study also revealed various challenges facing surveillance which included shortage of skilled human resources resulting in poor data management, weak health systems, complexities of ethical considerations, diagnostic insufficiency, the burden of co-epidemic surveillance, and geographical barriers, among others. Conclusion: With the variations in the level of implementation of COVID-19 surveillance strategies seen across countries, it is pertinent to ensure proper coordination of the surveillance activities in the African countries and address all the challenges facing COVID-19 surveillance using tailored strategies.
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Affiliation(s)
- Yusuff Adebayo Adebisi
- Global Health Focus Africa, Nigeria
- African Young Leaders for Global Health, Abuja, Nigeria
- Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Adrian Rabe
- Global Health Focus Africa, Nigeria
- Faculty of Medicine, School of Public Health, Imperial College London, UK
| | - Don Eliseo Lucero-Prisno III
- Global Health Focus Africa, Nigeria
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, UK
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Abstract
Since the outbreak in late December 2019, the coronavirus disease 2019 (COVID-19) pandemic has spread across the globe, causing great damage to human life and property. A lot of researchers around the world have devoted themselves to the study of its origin, pathogenic mechanism, and transmission route, and this article gives a summary. First, both humans and animals can act as the host of coronavirus. In indoor environments, the virus may exist in aerosols, droplets, saliva, etc., from the nose and mouth connected to the respiratory system, as well as feces, urine, etc., from the digestive and urinary systems. In addition, other substances, such as breast milk, eye feces, and blood, released from the host can carry viruses. The virus transmitted indoors is affected by indoor machinery, natural forces, and human activities, and spreads in different distances. Second, the virus spreads outdoors through three kinds of media: solid, liquid, and gas, and is affected by their survival time, the temperature, and humidity in the environment.
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49
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Eloffy MG, El-Sherif DM, Abouzid M, Elkodous MA, El-nakhas HS, Sadek RF, Ghorab MA, Al-Anazi A, El-Sayyad GS. Proposed approaches for coronaviruses elimination from wastewater: Membrane techniques and nanotechnology solutions. NANOTECHNOLOGY REVIEWS 2021; 11:1-25. [DOI: 10.1515/ntrev-2022-0001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Abstract
Since the beginning of the third Millennium, specifically during the last 18 years, three outbreaks of diseases have been recorded caused by coronaviruses (CoVs). The latest outbreak of these diseases was Coronavirus Disease 2019 (COVID-19), which has been declared by the World Health Organization (WHO) as a pandemic. For this reason, current efforts of the environmental, epidemiology scientists, engineers, and water sector professionals are ongoing to detect CoV in environmental components, especially water, and assess the relative risk of exposure to these systems and any measures needed to protect the public health, workers, and public, in general. This review presents a brief overview of CoV in water, wastewater, and surface water based on a literature search providing different solutions to keep water protected from CoV. Membrane techniques are very attractive solutions for virus elimination in water. In addition, another essential solution is nanotechnology and its applications in the detection and protection of human and water systems.
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Affiliation(s)
- M. G. Eloffy
- National Institute of Oceanography and Fisheries, NIOF , Cairo , Egypt
| | - Dina M. El-Sherif
- National Institute of Oceanography and Fisheries, NIOF , Cairo , Egypt
| | - Mohamed Abouzid
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences , 6 Święcickiego Street , 60-781 Poznan , Poland
| | - Mohamed Abd Elkodous
- Department of Electrical and Electronic Information Engineering, Toyohashi University of Technology , Toyohashi , Aichi 441-8580 , Japan
| | | | - Rawia F. Sadek
- Chemical Maintenance Unit, Experimental Training Research Reactor Number two (ETRR-2), Egyptian Atomic Energy Authority (EAEA) , P.O. Box 13759 , Cairo , Egypt
- Drug Radiation Research Department, Drug Microbiology Laboratory, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA) , P.O. Box 13759 , Nasr City, Cairo , Egypt
| | - Mohamed A. Ghorab
- U.S. Environmental Protection Agency (EPA), Office of Chemical Safety and Pollution Prevention (OCSPP), Office of Pesticide Programs (OPP) , Washington , DC , USA
- Department of Animal Science, Wildlife Toxicology Laboratory, Institute for Integrative Toxicology (IIT), Michigan State University , East Lansing , MI 48824 , USA
| | - Abdulaziz Al-Anazi
- Department of Chemical Engineering, College of Engineering King Saud University (KSU) , P.O. Box 800 , Riyadh 11421 , Saudi
| | - Gharieb S. El-Sayyad
- Department of Microbiology and Immunology, Faculty of Pharmacy, Galala University , New Galala city , Suez , Egypt
- Drug Radiation Research Department, Drug Microbiology Laboratory, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA) , P.O. Box 29 , Nasr City, Cairo , Egypt
- Chemical Engineering Department, Military Technical College (MTC), Egyptian Armed Forces , Cairo , Egypt
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50
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Sharkey ME, Kumar N, Mantero AMA, Babler KM, Boone MM, Cardentey Y, Cortizas EM, Grills GS, Herrin J, Kemper JM, Kenney R, Kobetz E, Laine J, Lamar WE, Mader CC, Mason CE, Quintero AZ, Reding BD, Roca MA, Ryon K, Solle NS, Schürer SC, Shukla B, Stevenson M, Stone T, Tallon JJ, Venkatapuram SS, Vidovic D, Williams SL, Young B, Solo-Gabriele HM. Lessons learned from SARS-CoV-2 measurements in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 798:149177. [PMID: 34375259 PMCID: PMC8294117 DOI: 10.1016/j.scitotenv.2021.149177] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 07/16/2021] [Accepted: 07/17/2021] [Indexed: 05/02/2023]
Abstract
Standardized protocols for wastewater-based surveillance (WBS) for the RNA of SARS-CoV-2, the virus responsible for the current COVID-19 pandemic, are being developed and refined worldwide for early detection of disease outbreaks. We report here on lessons learned from establishing a WBS program for SARS-CoV-2 integrated with a human surveillance program for COVID-19. We have established WBS at three campuses of a university, including student residential dormitories and a hospital that treats COVID-19 patients. Lessons learned from this WBS program address the variability of water quality, new detection technologies, the range of detectable viral loads in wastewater, and the predictive value of integrating environmental and human surveillance data. Data from our WBS program indicated that water quality was statistically different between sewer sampling sites, with more variability observed in wastewater coming from individual buildings compared to clusters of buildings. A new detection technology was developed based upon the use of a novel polymerase called V2G. Detectable levels of SARS-CoV-2 in wastewater varied from 102 to 106 genomic copies (gc) per liter of raw wastewater (L). Integration of environmental and human surveillance data indicate that WBS detection of 100 gc/L of SARS-CoV-2 RNA in wastewater was associated with a positivity rate of 4% as detected by human surveillance in the wastewater catchment area, though confidence intervals were wide (β ~ 8.99 ∗ ln(100); 95% CI = 0.90-17.08; p < 0.05). Our data also suggest that early detection of COVID-19 surges based on correlations between viral load in wastewater and human disease incidence could benefit by increasing the wastewater sample collection frequency from weekly to daily. Coupling simpler and faster detection technology with more frequent sampling has the potential to improve the predictive potential of using WBS of SARS-CoV-2 for early detection of the onset of COVID-19.
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Affiliation(s)
- Mark E Sharkey
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Naresh Kumar
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alejandro M A Mantero
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Kristina M Babler
- Department of Marine Biology and Ecology, University of Miami, Key Biscayne, FL, USA
| | - Melinda M Boone
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Yoslayma Cardentey
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Elena M Cortizas
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - George S Grills
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Jenny M Kemper
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Richard Kenney
- Housing Operations & Facilities, University of Miami, Coral Gables, FL, USA
| | - Erin Kobetz
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jennifer Laine
- Environmental Health and Safety, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Walter E Lamar
- Facilities Safety & Compliance, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Christopher C Mader
- Institute for Data Science & Computing, University of Miami, Coral Gables, FL, USA
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | | | - Brian D Reding
- Environmental Health and Safety, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Matthew A Roca
- Department of Civil, Architectural, and Environmental Engineering, University of Miami, Coral Gables, FL, USA
| | - Krista Ryon
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | - Natasha Schaefer Solle
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Stephan C Schürer
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA; Institute for Data Science & Computing, University of Miami, Coral Gables, FL, USA; Department of Molecular & Cellular Pharmacology, University of Miami Miller School of Medicines, Miami, FL, USA
| | - Bhavarth Shukla
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Mario Stevenson
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Thomas Stone
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - John J Tallon
- Facilities and Operations, University of Miami, Coral Gables, FL, USA
| | | | - Dusica Vidovic
- Department of Molecular & Cellular Pharmacology, University of Miami Miller School of Medicines, Miami, FL, USA
| | - Sion L Williams
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Benjamin Young
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | - Helena M Solo-Gabriele
- Department of Civil, Architectural, and Environmental Engineering, University of Miami, Coral Gables, FL, USA.
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