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Van Poelvoorde LAE, Dufrasne FE, Van Gucht S, Saelens X, Roosens NHC. Development of Digital Droplet PCR Targeting the Influenza H3N2 Oseltamivir-Resistant E119V Mutation and Its Performance through the Use of Reverse Genetics Mutants. Curr Issues Mol Biol 2023; 45:2521-2532. [PMID: 36975535 PMCID: PMC10047791 DOI: 10.3390/cimb45030165] [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: 02/10/2023] [Revised: 03/10/2023] [Accepted: 03/14/2023] [Indexed: 03/29/2023] Open
Abstract
The monitoring of antiviral-resistant influenza virus strains is important for public health given the availability and use of neuraminidase inhibitors and other antivirals to treat infected patients. Naturally occurring oseltamivir-resistant seasonal H3N2 influenza virus strains often carry a glutamate-to-valine substitution at position 119 in the neuraminidase (E119V-NA). Early detection of resistant influenza viruses is important for patient management and for the rapid containment of antiviral resistance. The neuraminidase inhibition assay allows the phenotypical identification of resistant strains; however, this test often has limited sensitivity with high variability depending on the virus strain, drugs and assays. Once a mutation such as E119V-NA is known, highly sensitive PCR-based genotypic assays can be used to identify the prevalence of such mutant influenza viruses in clinical samples. In this study, based on an existing reverse transcriptase real-time PCR (RT-qPCR) assay, we developed a reverse transcriptase droplet digital PCR assay (RT-ddPCR) to detect and quantify the frequency of the E119V-NA mutation. Furthermore, reverse genetics viruses carrying this mutation were created to test the performance of the RT-ddPCR assay and compare it to the standard phenotypic NA assay. We also discuss the advantage of using an RT-ddPCR instead of qPCR method in the context of viral diagnostics and surveillance.
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Affiliation(s)
- Laura A E Van Poelvoorde
- Transversal Activities in Applied Genomics, Sciensano, Juliette Wytsmanstraat 14, 1050 Brussels, Belgium
- National Influenza Centre, Department of Infectious Diseases in Humans, Laboratory of Viral Diseases, Sciensano, Engelandstraat 642, 1180 Brussels, Belgium
- Department of Biochemistry and Microbiology, Ghent University, 9052 Ghent, Belgium
- VIB-UGent Center for Medical Biotechnology, VIB, 9052 Ghent, Belgium
| | - François E Dufrasne
- National Influenza Centre, Department of Infectious Diseases in Humans, Laboratory of Viral Diseases, Sciensano, Engelandstraat 642, 1180 Brussels, Belgium
| | - Steven Van Gucht
- National Influenza Centre, Department of Infectious Diseases in Humans, Laboratory of Viral Diseases, Sciensano, Engelandstraat 642, 1180 Brussels, Belgium
| | - Xavier Saelens
- Department of Biochemistry and Microbiology, Ghent University, 9052 Ghent, Belgium
- VIB-UGent Center for Medical Biotechnology, VIB, 9052 Ghent, Belgium
| | - Nancy H C Roosens
- Transversal Activities in Applied Genomics, Sciensano, Juliette Wytsmanstraat 14, 1050 Brussels, Belgium
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Gitter A, Oghuan J, Godbole AR, Chavarria CA, Monserrat C, Hu T, Wang Y, Maresso AW, Hanson BM, Mena KD, Wu F. Not a waste: Wastewater surveillance to enhance public health. FRONTIERS IN CHEMICAL ENGINEERING 2023. [DOI: 10.3389/fceng.2022.1112876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Domestic wastewater, when collected and evaluated appropriately, can provide valuable health-related information for a community. As a relatively unbiased and non-invasive approach, wastewater surveillance may complement current practices towards mitigating risks and protecting population health. Spurred by the COVID-19 pandemic, wastewater programs are now widely implemented to monitor viral infection trends in sewersheds and inform public health decision-making. This review summarizes recent developments in wastewater-based epidemiology for detecting and monitoring communicable infectious diseases, dissemination of antimicrobial resistance, and illicit drug consumption. Wastewater surveillance, a quickly advancing Frontier in environmental science, is becoming a new tool to enhance public health, improve disease prevention, and respond to future epidemics and pandemics.
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3
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Wu F, Lee WL, Chen H, Gu X, Chandra F, Armas F, Xiao A, Leifels M, Rhode SF, Wuertz S, Thompson J, Alm EJ. Making waves: Wastewater surveillance of SARS-CoV-2 in an endemic future. WATER RESEARCH 2022; 219:118535. [PMID: 35605390 PMCID: PMC9062764 DOI: 10.1016/j.watres.2022.118535] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/29/2022] [Accepted: 04/30/2022] [Indexed: 05/28/2023]
Abstract
Wastewater-based surveillance (WBS) has been widely used as a public health tool to monitor the emergence and spread of SARS-CoV-2 infections in populations during the COVID-19 pandemic. Coincident with the global vaccination efforts, the world is also enduring new waves of SARS-CoV-2 variants. Reinfections and vaccine breakthroughs suggest an endemic future where SARS-CoV-2 continues to persist in the general population. In this treatise, we aim to explore the future roles of wastewater surveillance. Practically, WBS serves as a relatively affordable and non-invasive tool for mass surveillance of SARS-CoV-2 infection while minimizing privacy concerns, attributes that make it extremely suited for its long-term usage. In an endemic future, the utility of WBS will include 1) monitoring the trend of viral loads of targets in wastewater for quantitative estimate of changes in disease incidence; 2) sampling upstream for pinpointing infections in neighborhoods and at the building level; 3) integrating wastewater and clinical surveillance for cost-efficient population surveillance; and 4) genome sequencing wastewater samples to track circulating and emerging variants in the population. We further discuss the challenges and future developments of WBS to reduce inconsistencies in wastewater data worldwide, improve its epidemiological inference, and advance viral tracking and discovery as a preparation for the next viral pandemic.
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Affiliation(s)
- Fuqing Wu
- Center for Infectious Disease, Department of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas School of Public Health, Houston, TX, USA.
| | - Wei Lin Lee
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Hongjie Chen
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Xiaoqiong Gu
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Franciscus Chandra
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Federica Armas
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Amy Xiao
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Mats Leifels
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore
| | | | - Stefan Wuertz
- Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore; School of Civil and Environmental Engineering, Nanyang Technological University, Singapore
| | - Janelle Thompson
- Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore; Asian School of the Environment, Nanyang Technological University, Singapore
| | - Eric J Alm
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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4
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Zdenkova K, Bartackova J, Cermakova E, Demnerova K, Dostalkova A, Janda V, Jarkovsky J, Lopez Marin MA, Novakova Z, Rumlova M, Ambrozova JR, Skodakova K, Swierczkova I, Sykora P, Vejmelkova D, Wanner J, Bartacek J. Monitoring COVID-19 spread in Prague local neighborhoods based on the presence of SARS-CoV-2 RNA in wastewater collected throughout the sewer network. WATER RESEARCH 2022; 216:118343. [PMID: 35358873 PMCID: PMC8936391 DOI: 10.1016/j.watres.2022.118343] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 03/08/2022] [Accepted: 03/18/2022] [Indexed: 05/12/2023]
Abstract
Many reports have documented that the presence of SARS-CoV-2 RNA in the influents of municipal wastewater treatment plants (WWTP) correlates with the actual epidemic situation in a given city. However, few data have been reported thus far on measurements upstream of WWTPs, i.e. throughout the sewer network. In this study, the monitoring of the presence of SARS-CoV-2 RNA in Prague wastewater was carried out at selected locations of the Prague sewer network from August 2020 through May 2021. Various locations such as residential areas of various sizes, hospitals, city center areas, student dormitories, transportation hubs (airport, bus terminal), and commercial areas were monitored together with four of the main Prague sewers. The presence of SARS-CoV-2 RNA was determined by reverse transcription - multiplex quantitative polymerase chain reaction (RT-mqPCR) after the precipitation of nucleic acids with PEG 8,000 and RNA isolation with TRIzol™ Reagent. The number of copies of the gene encoding SARS-CoV-2 nucleocapsid (N1) per liter of wastewater was compared with the number of officially registered COVID-19 cases in Prague. Although the data obtained by sampling wastewater from the major Prague sewers were more consistent than those obtained from the small sewers, the correlation between wastewater-based and clinical-testing data was also good for the residential areas with more than 7,000 registered inhabitants. It was shown that monitoring SARS-CoV-2 RNA in wastewater sampled from small sewers could identify isolated occurrences of COVID-19-positive cases in local neighborhoods. This can be very valuable while tracking COVID-19 hotspots within large cities.
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Affiliation(s)
- Kamila Zdenkova
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czechia.
| | - Jana Bartackova
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | - Eliska Cermakova
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czechia
| | - Katerina Demnerova
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czechia
| | - Alzbeta Dostalkova
- Department of Biotechnology, University of Chemistry and Technology Prague, Czechia
| | - Vaclav Janda
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | - Jiri Jarkovsky
- Institute of Health Information and Statistics of the Czech Republic, Czechia
| | - Marco Antonio Lopez Marin
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | | | - Michaela Rumlova
- Department of Biotechnology, University of Chemistry and Technology Prague, Czechia
| | - Jana Rihova Ambrozova
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | - Klara Skodakova
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | | | - Petr Sykora
- Prazske vodovody a kanalizace, a.s., Czechia
| | - Dana Vejmelkova
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | - Jiri Wanner
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
| | - Jan Bartacek
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czechia
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5
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Ho J, Stange C, Suhrborg R, Wurzbacher C, Drewes JE, Tiehm A. SARS-CoV-2 wastewater surveillance in Germany: Long-term RT-digital droplet PCR monitoring, suitability of primer/probe combinations and biomarker stability. WATER RESEARCH 2022; 210:117977. [PMID: 34968879 DOI: 10.1101/2021.09.16.21263575] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 11/16/2021] [Accepted: 12/11/2021] [Indexed: 05/26/2023]
Abstract
In recent months, wastewater-based epidemiology (WBE) has been shown to be an important tool for early detection of SARS-CoV-2 circulation in the population. In this study, a detection methodology for SARS-CoV-2 RNA (wildtype and variants of concern) in wastewater was developed based on the detection of different target genes (E and ORF1ab) by polyethylene glycol (PEG) precipitation and digital droplet PCR. This methodology was used to determine the SARS-CoV-2 concentration and the proportion of N501Y mutation in raw sewage of the wastewater treatment plant of the city of Karlsruhe in south-western Germany over a period of 1 year (June 2020 to July 2021). Comparison of SARS-CoV-2 concentrations with reported COVID-19 cases in the catchment area showed a significant correlation. As the clinical SARS-CoV-2 official case report chain takes time, viral RNA titre trends appeared more than 12 days earlier than clinical data, demonstrating the potential of wastewater-based epidemiology as an early warning system. Parallel PCR analysis using seven primer and probe systems revealed similar gene copy numbers with E, ORF, RdRP2 and NSP9 assays. RdPP1 and NSP3 generally resulted in lower copy numbers, and in particular for N1 there was low correlation with the other assays. The occurrence of the N501Y mutation in the wastewater of Karlsruhe was consistent with the occurrence of the alpha-variant (B.1.1.7) in the corresponding individual clinical tests. In batch experiments SARS-CoV-2 RNA was stable for several days under anaerobic conditions, but the copy numbers decreased rapidly in the presence of dissolved oxygen. Overall, this study shows that wastewater-based epidemiology is a sensitive and robust approach to detect trends in the spread of SARS-CoV-2 at an early stage, contributing to successful pandemic management.
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Affiliation(s)
- Johannes Ho
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Claudia Stange
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Rabea Suhrborg
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Christian Wurzbacher
- Technical University of Munich, Chair of Urban Water Systems Engineering, Am Coulombwall 3, 85748 Garching, Germany
| | - Jörg E Drewes
- Technical University of Munich, Chair of Urban Water Systems Engineering, Am Coulombwall 3, 85748 Garching, Germany
| | - Andreas Tiehm
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany.
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6
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Ho J, Stange C, Suhrborg R, Wurzbacher C, Drewes JE, Tiehm A. SARS-CoV-2 wastewater surveillance in Germany: Long-term RT-digital droplet PCR monitoring, suitability of primer/probe combinations and biomarker stability. WATER RESEARCH 2022; 210:117977. [PMID: 34968879 PMCID: PMC8684593 DOI: 10.1016/j.watres.2021.117977] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 11/16/2021] [Accepted: 12/11/2021] [Indexed: 05/18/2023]
Abstract
In recent months, wastewater-based epidemiology (WBE) has been shown to be an important tool for early detection of SARS-CoV-2 circulation in the population. In this study, a detection methodology for SARS-CoV-2 RNA (wildtype and variants of concern) in wastewater was developed based on the detection of different target genes (E and ORF1ab) by polyethylene glycol (PEG) precipitation and digital droplet PCR. This methodology was used to determine the SARS-CoV-2 concentration and the proportion of N501Y mutation in raw sewage of the wastewater treatment plant of the city of Karlsruhe in south-western Germany over a period of 1 year (June 2020 to July 2021). Comparison of SARS-CoV-2 concentrations with reported COVID-19 cases in the catchment area showed a significant correlation. As the clinical SARS-CoV-2 official case report chain takes time, viral RNA titre trends appeared more than 12 days earlier than clinical data, demonstrating the potential of wastewater-based epidemiology as an early warning system. Parallel PCR analysis using seven primer and probe systems revealed similar gene copy numbers with E, ORF, RdRP2 and NSP9 assays. RdPP1 and NSP3 generally resulted in lower copy numbers, and in particular for N1 there was low correlation with the other assays. The occurrence of the N501Y mutation in the wastewater of Karlsruhe was consistent with the occurrence of the alpha-variant (B.1.1.7) in the corresponding individual clinical tests. In batch experiments SARS-CoV-2 RNA was stable for several days under anaerobic conditions, but the copy numbers decreased rapidly in the presence of dissolved oxygen. Overall, this study shows that wastewater-based epidemiology is a sensitive and robust approach to detect trends in the spread of SARS-CoV-2 at an early stage, contributing to successful pandemic management.
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Affiliation(s)
- Johannes Ho
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Claudia Stange
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Rabea Suhrborg
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany
| | - Christian Wurzbacher
- Technical University of Munich, Chair of Urban Water Systems Engineering, Am Coulombwall 3, 85748 Garching, Germany
| | - Jörg E Drewes
- Technical University of Munich, Chair of Urban Water Systems Engineering, Am Coulombwall 3, 85748 Garching, Germany
| | - Andreas Tiehm
- TZW: DVGW-Technologiezentrum Wasser, Department of Water Microbiology, Karlsruher Straße 84, 76139 Karlsruhe, Germany.
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7
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Iliescu FS, Ionescu AM, Gogianu L, Simion M, Dediu V, Chifiriuc MC, Pircalabioru GG, Iliescu C. Point-of-Care Testing-The Key in the Battle against SARS-CoV-2 Pandemic. MICROMACHINES 2021; 12:1464. [PMID: 34945314 PMCID: PMC8708595 DOI: 10.3390/mi12121464] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/24/2021] [Accepted: 11/25/2021] [Indexed: 12/11/2022]
Abstract
The deleterious effects of the coronavirus disease 2019 (COVID-19) pandemic urged the development of diagnostic tools to manage the spread of disease. Currently, the "gold standard" involves the use of quantitative real-time polymerase chain reaction (qRT-PCR) for SARS-CoV-2 detection. Even though it is sensitive, specific and applicable for large batches of samples, qRT-PCR is labour-intensive, time-consuming, requires trained personnel and is not available in remote settings. This review summarizes and compares the available strategies for COVID-19: serological testing, Point-of-Care Testing, nanotechnology-based approaches and biosensors. Last but not least, we address the advantages and limitations of these methods as well as perspectives in COVID-19 diagnostics. The effort is constantly focused on understanding the quickly changing landscape of available diagnostic testing of COVID-19 at the clinical levels and introducing reliable and rapid screening point of care testing. The last approach is key to aid the clinical decision-making process for infection control, enhancing an appropriate treatment strategy and prompt isolation of asymptomatic/mild cases. As a viable alternative, Point-of-Care Testing (POCT) is typically low-cost and user-friendly, hence harbouring tremendous potential for rapid COVID-19 diagnosis.
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Affiliation(s)
- Florina Silvia Iliescu
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
| | - Ana Maria Ionescu
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
- Department of Biochemical Engineering, University College London, Bernard Katz Building, London WC1E 6BT, UK
| | - Larisa Gogianu
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
| | - Monica Simion
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
| | - Violeta Dediu
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
| | - Mariana Carmen Chifiriuc
- Research Institute of University of Bucharest, University of Bucharest, 050095 Bucharest, Romania;
- The Romanian Academy, 25, Calea Victoriei, Sector 1, 010071 Bucharest, Romania
| | | | - Ciprian Iliescu
- National Institute for Research and Development in Microtechnologies, IMT-Bucharest, 077190 Bucharest, Romania; (F.S.I.); (A.M.I.); (L.G.); (M.S.); (V.D.)
- Academy of Romanian Scientists, 010071 Bucharest, Romania
- Faculty of Applied Chemistry and Material Science, University “Politehnica” of Bucharest, 011061 Bucharest, Romania
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Van Poelvoorde LAE, Gand M, Fraiture MA, De Keersmaecker SCJ, Verhaegen B, Van Hoorde K, Cay AB, Balmelle N, Herman P, Roosens N. Strategy to Develop and Evaluate a Multiplex RT-ddPCR in Response to SARS-CoV-2 Genomic Evolution. Curr Issues Mol Biol 2021; 43:1937-1949. [PMID: 34889894 PMCID: PMC8928932 DOI: 10.3390/cimb43030134] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 10/08/2021] [Accepted: 11/02/2021] [Indexed: 12/12/2022] Open
Abstract
The worldwide emergence and spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) since 2019 has highlighted the importance of rapid and reliable diagnostic testing to prevent and control the viral transmission. However, inaccurate results may occur due to false negatives (FN) caused by polymorphisms or point mutations related to the virus evolution and compromise the accuracy of the diagnostic tests. Therefore, PCR-based SARS-CoV-2 diagnostics should be evaluated and evolve together with the rapidly increasing number of new variants appearing around the world. However, even by using a large collection of samples, laboratories are not able to test a representative collection of samples that deals with the same level of diversity that is continuously evolving worldwide. In the present study, we proposed a methodology based on an in silico and in vitro analysis. First, we used all information offered by available whole-genome sequencing data for SARS-CoV-2 for the selection of the two PCR assays targeting two different regions in the genome, and to monitor the possible impact of virus evolution on the specificity of the primers and probes of the PCR assays during and after the development of the assays. Besides this first essential in silico evaluation, a minimal set of testing was proposed to generate experimental evidence on the method performance, such as specificity, sensitivity and applicability. Therefore, a duplex reverse-transcription droplet digital PCR (RT-ddPCR) method was evaluated in silico by using 154 489 whole-genome sequences of SARS-CoV-2 strains that were representative for the circulating strains around the world. The RT-ddPCR platform was selected as it presented several advantages to detect and quantify SARS-CoV-2 RNA in clinical samples and wastewater. Next, the assays were successfully experimentally evaluated for their sensitivity and specificity. A preliminary evaluation of the applicability of the developed method was performed using both clinical and wastewater samples.
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Affiliation(s)
- Laura A. E. Van Poelvoorde
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium; (L.A.E.V.P.); (M.G.); (M.-A.F.); (S.C.J.D.K.)
| | - Mathieu Gand
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium; (L.A.E.V.P.); (M.G.); (M.-A.F.); (S.C.J.D.K.)
| | - Marie-Alice Fraiture
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium; (L.A.E.V.P.); (M.G.); (M.-A.F.); (S.C.J.D.K.)
| | - Sigrid C. J. De Keersmaecker
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium; (L.A.E.V.P.); (M.G.); (M.-A.F.); (S.C.J.D.K.)
| | - Bavo Verhaegen
- Food Pathogens, Sciensano, 1050 Brussels, Belgium; (B.V.); (K.V.H.)
| | | | - Ann Brigitte Cay
- Enzootic, Vector-Borne and Bee Diseases, Sciensano, 1180 Brussels, Belgium; (A.B.C.); (N.B.)
| | - Nadège Balmelle
- Enzootic, Vector-Borne and Bee Diseases, Sciensano, 1180 Brussels, Belgium; (A.B.C.); (N.B.)
| | - Philippe Herman
- Expertise and Service Provision, Sciensano, 1050 Brussels, Belgium;
| | - Nancy Roosens
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium; (L.A.E.V.P.); (M.G.); (M.-A.F.); (S.C.J.D.K.)
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9
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Carcereny A, Martínez-Velázquez A, Bosch A, Allende A, Truchado P, Cascales J, Romalde JL, Lois M, Polo D, Sánchez G, Pérez-Cataluña A, Díaz-Reolid A, Antón A, Gregori J, Garcia-Cehic D, Quer J, Palau M, Ruano CG, Pintó RM, Guix S. Monitoring Emergence of the SARS-CoV-2 B.1.1.7 Variant through the Spanish National SARS-CoV-2 Wastewater Surveillance System (VATar COVID-19). ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:11756-11766. [PMID: 34397216 PMCID: PMC8404293 DOI: 10.1021/acs.est.1c03589] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 08/01/2021] [Accepted: 08/02/2021] [Indexed: 05/03/2023]
Abstract
Since its first identification in the United Kingdom in late 2020, the highly transmissible B.1.1.7 variant of SARS-CoV-2 has become dominant in several countries raising great concern. We developed a duplex real-time RT-qPCR assay to detect, discriminate, and quantitate SARS-CoV-2 variants containing one of its mutation signatures, the ΔHV69/70 deletion, and used it to trace the community circulation of the B.1.1.7 variant in Spain through the Spanish National SARS-CoV-2 Wastewater Surveillance System (VATar COVID-19). The B.1.1.7 variant was detected earlier than clinical epidemiological reporting by the local authorities, first in the southern city of Málaga (Andalucía) in week 20_52 (year_week), and multiple introductions during Christmas holidays were inferred in different parts of the country. Wastewater-based B.1.1.7 tracking showed a good correlation with clinical data and provided information at the local level. Data from wastewater treatment plants, which reached B.1.1.7 prevalences higher than 90% for ≥2 consecutive weeks showed that 8.1 ± 2.0 weeks were required for B.1.1.7 to become dominant. The study highlights the applicability of RT-qPCR-based strategies to track specific mutations of variants of concern as soon as they are identified by clinical sequencing and their integration into existing wastewater surveillance programs, as a cost-effective approach to complement clinical testing during the COVID-19 pandemic.
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Affiliation(s)
- Albert Carcereny
- Enteric
Virus laboratory, Department of Genetics, Microbiology and Statistics,
Section of Microbiology, Virology and Biotechnology, School of Biology, University of Barcelona, Barcelona 08028, Spain
- Research
Institute of Nutrition and Food Safety (INSA), University of Barcelona, Santa
Coloma de Gramenet 08921, Spain
| | - Adán Martínez-Velázquez
- Enteric
Virus laboratory, Department of Genetics, Microbiology and Statistics,
Section of Microbiology, Virology and Biotechnology, School of Biology, University of Barcelona, Barcelona 08028, Spain
- Research
Institute of Nutrition and Food Safety (INSA), University of Barcelona, Santa
Coloma de Gramenet 08921, Spain
| | - Albert Bosch
- Enteric
Virus laboratory, Department of Genetics, Microbiology and Statistics,
Section of Microbiology, Virology and Biotechnology, School of Biology, University of Barcelona, Barcelona 08028, Spain
- Research
Institute of Nutrition and Food Safety (INSA), University of Barcelona, Santa
Coloma de Gramenet 08921, Spain
| | - Ana Allende
- Research
Group on Microbiology and Quality of Fruit and Vegetables, CEBAS-CSIC, Murcia 30100, Spain
| | - Pilar Truchado
- Research
Group on Microbiology and Quality of Fruit and Vegetables, CEBAS-CSIC, Murcia 30100, Spain
| | - Jenifer Cascales
- Research
Group on Microbiology and Quality of Fruit and Vegetables, CEBAS-CSIC, Murcia 30100, Spain
| | - Jesús L Romalde
- Department
of Microbiology and Parasitology, CIBUS-Faculty of Biology & Institute
CRETUS, Universidade de Santiago de Compostela, Santiago de Compostela 15782, Spain
| | - Marta Lois
- Department
of Microbiology and Parasitology, CIBUS-Faculty of Biology & Institute
CRETUS, Universidade de Santiago de Compostela, Santiago de Compostela 15782, Spain
| | - David Polo
- Department
of Microbiology and Parasitology, CIBUS-Faculty of Biology & Institute
CRETUS, Universidade de Santiago de Compostela, Santiago de Compostela 15782, Spain
| | - Gloria Sánchez
- Department
of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Paterna 46980, Spain
| | - Alba Pérez-Cataluña
- Department
of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Paterna 46980, Spain
| | - Azahara Díaz-Reolid
- Department
of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Paterna 46980, Spain
| | - Andrés Antón
- Microbiology
Department, Vall d’Hebron Institut
de Recerca (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital
Campus, Barcelona 08035, Spain
| | - Josep Gregori
- Liver
Unit, Liver Diseases - Viral Hepatitis, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Centro
de Investigación Biomédica en Red de Enfermedades Hepáticas
y Digestivas (CIBERehd), Instituto de Salud
Carlos III, Madrid 28029, Spain
| | - Damir Garcia-Cehic
- Liver
Unit, Liver Diseases - Viral Hepatitis, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Centro
de Investigación Biomédica en Red de Enfermedades Hepáticas
y Digestivas (CIBERehd), Instituto de Salud
Carlos III, Madrid 28029, Spain
| | - Josep Quer
- Liver
Unit, Liver Diseases - Viral Hepatitis, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Centro
de Investigación Biomédica en Red de Enfermedades Hepáticas
y Digestivas (CIBERehd), Instituto de Salud
Carlos III, Madrid 28029, Spain
| | - Margarita Palau
- General
Directorate of Public Health, Ministry of Health, Madrid 28014, Spain
| | - Cristina González Ruano
- Subdirección
General de Protección de las Aguas y Gestión de Riesgos,
Ministerio para la Transición Ecológica y el Reto Demográfico, Madrid 28071, Spain
| | - Rosa M Pintó
- Enteric
Virus laboratory, Department of Genetics, Microbiology and Statistics,
Section of Microbiology, Virology and Biotechnology, School of Biology, University of Barcelona, Barcelona 08028, Spain
- Research
Institute of Nutrition and Food Safety (INSA), University of Barcelona, Santa
Coloma de Gramenet 08921, Spain
| | - Susana Guix
- Enteric
Virus laboratory, Department of Genetics, Microbiology and Statistics,
Section of Microbiology, Virology and Biotechnology, School of Biology, University of Barcelona, Barcelona 08028, Spain
- Research
Institute of Nutrition and Food Safety (INSA), University of Barcelona, Santa
Coloma de Gramenet 08921, Spain
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10
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Basavaraju S, Aswathanarayan JB, Basavegowda M, Somanathan B. Coronavirus: occurrence, surveillance, and persistence in wastewater. ENVIRONMENTAL MONITORING AND ASSESSMENT 2021; 193:508. [PMID: 34302225 PMCID: PMC8300075 DOI: 10.1007/s10661-021-09303-8] [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: 12/25/2020] [Accepted: 07/12/2021] [Indexed: 05/02/2023]
Abstract
The coronavirus disease (COVID-19) outbreak reported in China in December 2019 has spread throughout the world. The WHO declared it as a pandemic in March 2020. The pandemic severely affected public health and the global economy. Many studies conducted on the coronavirus have helped us to elucidate its pathogenicity and pathophysiology. However, it is important to study the behavior of the pathogen in the environment to develop effective control measures. While studying the persistence and transmission of viruses in drinking water and wastewater systems, a low concentration of coronavirus and its nucleic acids have been detected in municipal wastewaters. This could be due to their high susceptibilities to degradation in aqueous environments. Epidemiological study on coronaviruses in wastewater will serve two purposes, i.e., in early detection of outbreak and in identifying asymptomatic carriers. In such cases, the epidemiological study will help in early detection of the presence of the virus in the community. Secondly, it will help in knowing if there are asymptomatic carriers, as such people do not show any signs of symptoms but shed the viruses in feces. The present review focuses on the epidemiological surveillance of wastewater for coronaviruses, as in recent years these are increasingly causing global pandemics. In this review we have discussed, the four pertinent areas of coronavirus study: (1) occurrence of coronavirus in wastewater, (2) wastewater based epidemiological surveillance of coronaviruses, (3) epidemiological surveillance tools used for detection of coronaviruses in sewage, and (4) persistence and sustainability of coronaviruses in wastewater.
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Affiliation(s)
| | - Jamuna Bai Aswathanarayan
- Department of Microbiology, Faculty of Life Science, JSS Academy of Higher Education, Mysore, 570015, India.
| | - Madhu Basavegowda
- Department of Community Medicine, JSS Medical College, JSS AHER, Mysore, 570015, India
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