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Chen C, Wang Y, Kaur G, Adiga A, Espinoza B, Venkatramanan S, Warren A, Lewis B, Crow J, Singh R, Lorentz A, Toney D, Marathe M. Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey. Epidemics 2024; 49:100793. [PMID: 39357172 DOI: 10.1016/j.epidem.2024.100793] [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: 03/19/2024] [Revised: 09/11/2024] [Accepted: 09/11/2024] [Indexed: 10/04/2024] Open
Abstract
The pandemic of COVID-19 has imposed tremendous pressure on public health systems and social economic ecosystems over the past years. To alleviate its social impact, it is important to proactively track the prevalence of COVID-19 within communities. The traditional way to estimate the disease prevalence is to estimate from reported clinical test data or surveys. However, the coverage of clinical tests is often limited and the tests can be labor-intensive, requires reliable and timely results, and consistent diagnostic and reporting criteria. Recent studies revealed that patients who are diagnosed with COVID-19 often undergo fecal shedding of SARS-CoV-2 virus into wastewater, which makes wastewater-based epidemiology for COVID-19 surveillance a promising approach to complement traditional clinical testing. In this paper, we survey the existing literature regarding wastewater-based epidemiology for COVID-19 surveillance and summarize the current advances in the area. Specifically, we have covered the key aspects of wastewater sampling, sample testing, and presented a comprehensive and organized summary of wastewater data analytical methods. Finally, we provide the open challenges on current wastewater-based COVID-19 surveillance studies, aiming to encourage new ideas to advance the development of effective wastewater-based surveillance systems for general infectious diseases.
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Affiliation(s)
- Chen Chen
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States.
| | - Yunfan Wang
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States.
| | - Gursharn Kaur
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Aniruddha Adiga
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Baltazar Espinoza
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Srinivasan Venkatramanan
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Andrew Warren
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Bryan Lewis
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
| | - Justin Crow
- Virginia Department of Health, Richmond, 23219, United States.
| | - Rekha Singh
- Virginia Department of Health, Richmond, 23219, United States.
| | - Alexandra Lorentz
- Division of Consolidated Laboratory Services, Department of General Services, Richmond, 23219, United States.
| | - Denise Toney
- Division of Consolidated Laboratory Services, Department of General Services, Richmond, 23219, United States.
| | - Madhav Marathe
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States; Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States.
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2
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Chen C, Wang Y, Kaur G, Adiga A, Espinoza B, Venkatramanan S, Warren A, Lewis B, Crow J, Singh R, Lorentz A, Toney D, Marathe M. Wastewater-based Epidemiology for COVID-19 Surveillance and Beyond: A Survey. ARXIV 2024:arXiv:2403.15291v2. [PMID: 38562450 PMCID: PMC10984000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The pandemic of COVID-19 has imposed tremendous pressure on public health systems and social economic ecosystems over the past years. To alleviate its social impact, it is important to proactively track the prevalence of COVID-19 within communities. The traditional way to estimate the disease prevalence is to estimate from reported clinical test data or surveys. However, the coverage of clinical tests is often limited and the tests can be labor-intensive, requires reliable and timely results, and consistent diagnostic and reporting criteria. Recent studies revealed that patients who are diagnosed with COVID-19 often undergo fecal shedding of SARS-CoV-2 virus into wastewater, which makes wastewater-based epidemiology for COVID-19 surveillance a promising approach to complement traditional clinical testing. In this paper, we survey the existing literature regarding wastewater-based epidemiology for COVID-19 surveillance and summarize the current advances in the area. Specifically, we have covered the key aspects of wastewater sampling, sample testing, and presented a comprehensive and organized summary of wastewater data analytical methods. Finally, we provide the open challenges on current wastewater-based COVID-19 surveillance studies, aiming to encourage new ideas to advance the development of effective wastewater-based surveillance systems for general infectious diseases.
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Affiliation(s)
- Chen Chen
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States
| | - Yunfan Wang
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States
| | - Gursharn Kaur
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Aniruddha Adiga
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Baltazar Espinoza
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Srinivasan Venkatramanan
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Andrew Warren
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Bryan Lewis
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
| | - Justin Crow
- Virginia Department of Health, Richmond, 23219, United States
| | - Rekha Singh
- Virginia Department of Health, Richmond, 23219, United States
| | - Alexandra Lorentz
- Division of Consolidated Laboratory Services, Department of General Services, Richmond, 23219, United States
| | - Denise Toney
- Division of Consolidated Laboratory Services, Department of General Services, Richmond, 23219, United States
| | - Madhav Marathe
- Department of Computer Science, University of Virginia, Charlottesville, 22904, United States
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, 22904, United States
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3
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Raya S, Malla B, Thakali O, Angga MS, Haramoto E. Development of highly sensitive one-step reverse transcription-quantitative PCR for SARS-CoV-2 detection in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 907:167844. [PMID: 37852499 DOI: 10.1016/j.scitotenv.2023.167844] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 09/23/2023] [Accepted: 10/12/2023] [Indexed: 10/20/2023]
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants is a major public health concern that has highlighted the need to monitor circulating strains to better understand the coronavirus disease 2019 (COVID-19) pandemic. This study was carried out to monitor SARS-CoV-2 RNA and its variant-specific mutations in wastewater using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). One-step RT-qPCR using the SARS-CoV-2 Detection RT-qPCR Kit for Wastewater (Takara Bio), which amplified two N-gene regions simultaneously using CDC N1 and N2 assays with a single fluorescence dye, demonstrated better performance in detecting SARS-CoV-2 RNA (positive ratio, 66 %) compared to two-step RT-qPCR using CDC N1 or N2 assay (40 % each, and 52 % when combined), with significantly lower Ct values. The one-step RT-qPCR assay detected SARS-CoV-2 RNA in 59 % (38/64) of influent samples collected from a wastewater treatment plant in Japan between January 2021 and March 2022. The correlation between the concentration of SARS-CoV-2 RNA in the wastewater and the number of COVID-19 cases reported each day for 7 days pre- and post-sampling was significant (p < 0.05, r = 0.76 ± 0.03). Thirty-one influent samples which showed two-well positive for SARS-CoV-2 RNA were further tested by six mutations site-specific one-step RT-qPCR (E484K, L452R, N501Y, T478K, G339D, and E484A mutations). The N501Y mutation was detected between March and June 2021 but was replaced by the L452R and T478K mutations between July and October 2021, reflecting the shift from Alpha to Delta variants in the study region. The G339D and E484A mutations were identified in January 2022 and later when the incidence of the Omicron variant peaked. These findings indicate that wastewater-based epidemiology has the epidemiological potential to complement clinical tests to track the spread of COVID-19 and monitor variants circulating in communities.
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Affiliation(s)
- Sunayana Raya
- Department of Engineering, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Bikash Malla
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Ocean Thakali
- Department of Engineering, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Made Sandhyana Angga
- Department of Engineering, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
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Williams BB, Newborn A, Karamat A, Zamcho F, Salerno JL, Gillevet PM, Farris D, Wintermeyer SF, Van Aken B. Detection of SARS-CoV-2 RNA in wastewater from dormitory buildings in a university campus: comparison with individual testing results. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 88:2364-2377. [PMID: 37966188 PMCID: wst_2023_348 DOI: 10.2166/wst.2023.348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Abstract
Wastewater-based epidemiology (WBE) for monitoring COVID-19 has been largely used to detect the spread of the disease at the community level. From February to December 2022, we collected 24-h composite sewage samples from dormitory buildings in George Mason University (Fairfax, Virginia, USA) housing approximately 5,200 resident students. SARS-CoV-2 RNA extraction was achieved using an automated system based on magnetic nanoparticles. Analysis of SARS-CoV-2 RNA was performed using reverse transcription quantitative PCR based on the Centers for Disease Control and Prevention (CDC) N1 and N2 assays. From the 362 samples collected, 86% showed positive detection of SARS-CoV-2 RNA. Wastewater monitoring was able to detect SARS-CoV-2 RNA in 96% of the samples from buildings housing students with COVID-19. Over the period of study, we observed significant correlations between the SARS-CoV-2 concentration (copy number mL-1) in wastewater and the number of positive cases on campus based on individual saliva testing. Although several reports have been published on the wastewater monitoring of COVID-19 in university campuses, our study is one of the very few that provides results that were obtained during the last phase of the pandemic (roughly the year 2022), when the large majority of students were vaccinated and back on campus.
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Affiliation(s)
- Brandi B Williams
- Department of Chemistry & Biochemistry, George Mason University, Fairfax, Virginia, USA E-mail:
| | - Aaron Newborn
- Department of Chemistry & Biochemistry, George Mason University, Fairfax, Virginia, USA
| | - Ayesha Karamat
- Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, USA
| | - Fanella Zamcho
- Department of Chemistry & Biochemistry, George Mason University, Fairfax, Virginia, USA
| | - Jennifer L Salerno
- Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, USA
| | | | - David Farris
- Environmental Health and Safety, George Mason University, Fairfax, Virginia, USA
| | | | - Benoit Van Aken
- Department of Chemistry & Biochemistry, George Mason University, Fairfax, Virginia, USA
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5
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Wurtz N, Boussier M, Souville L, Penant G, Lacoste A, Colson P, La Scola B, Aherfi S. Simple Wastewater Preparation Protocol Applied to Monitor the Emergence of the Omicron 21L/BA.2 Variant by Genome Sequencing. Viruses 2023; 15:268. [PMID: 36851484 PMCID: PMC9965846 DOI: 10.3390/v15020268] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/22/2022] [Accepted: 01/16/2023] [Indexed: 01/19/2023] Open
Abstract
Detecting and monitoring viruses in wastewater samples have been reported as useful ways of tracking SARS-CoV-2 epidemic trends. However, there is currently no unanimously recognised method of processing samples to identify and quantify SARS-CoV-2 variants in wastewater. We aimed to implement a method that was as simple as possible in order to be used universally. In a study performed between January 2022 and June 2022 in the city of Marseille, France, we first evaluated the impact of the sample preservation strategy. We then compared ultracentrifugation to ultrafiltration and several steps of filtration to determine the optimal approach for virus concentration. As a proof-of-concept, the definitive protocol was applied to next-generation sequencing of SARS-CoV-2 in wastewater to monitor the emergence of the Omicron variant in the city. For sewage water to be processed in the week following the sampling, storage at +4 °C is sufficient, with less than 1 Ct loss. Filtration with a 5 µm syringe filter, then with a 0.8 µm filtration unit, followed by ultrafiltration was the optimal protocol, leading to an average increase of 3.24 Ct when the starting Ct was on average 38 in the wastewater. This made it possible to observe the emergence of the Omicron 21L/BA.2 variant after Omicron 21K/BA.1 by genome sequencing over a period ranging from 20 February to 10 April 2022 in agreement with observations based on patient data. To conclude, by using a simple method requiring only basic filters and a centrifuge as equipment, it is possible to accurately track the relative incidence rates and the emergence of SARS-CoV-2 variants based on sewage samples.
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Affiliation(s)
- Nathalie Wurtz
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Maelle Boussier
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Louis Souville
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Gwilherm Penant
- Assistance Publique—Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France
| | - Alexandre Lacoste
- Bataillon des Marins Pompiers de la ville de Marseille, 13005 Marseille, France
| | - Philippe Colson
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
- Assistance Publique—Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France
| | - Bernard La Scola
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
- Assistance Publique—Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France
| | - Sarah Aherfi
- MEPHI, Institut de Recherche pour le Développement (IRD), Aix-Marseille Université, 13005 Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
- Assistance Publique—Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France
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6
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Hopkins L, Persse D, Caton K, Ensor K, Schneider R, McCall C, Stadler LB. Citywide wastewater SARS-CoV-2 levels strongly correlated with multiple disease surveillance indicators and outcomes over three COVID-19 waves. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 855:158967. [PMID: 36162580 PMCID: PMC9507781 DOI: 10.1016/j.scitotenv.2022.158967] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 09/16/2022] [Accepted: 09/19/2022] [Indexed: 06/16/2023]
Abstract
Public health surveillance systems for COVID-19 are multifaceted and include multiple indicators reflective of different aspects of the burden and spread of the disease in a community. With the emergence of wastewater disease surveillance as a powerful tool to track infection dynamics of SARS-CoV-2, there is a need to integrate and validate wastewater information with existing disease surveillance systems and demonstrate how it can be used as a routine surveillance tool. A first step toward integration is showing how it relates to other disease surveillance indicators and outcomes, such as case positivity rates, syndromic surveillance data, and hospital bed use rates. Here, we present an 86-week long surveillance study that covers three major COVID-19 surges. City-wide SARS-CoV-2 RNA viral loads in wastewater were measured across 39 wastewater treatment plants and compared to other disease metrics for the city of Houston, TX. We show that wastewater levels are strongly correlated with positivity rate, syndromic surveillance rates of COVID-19 visits, and COVID-19-related general bed use rates at hospitals. We show that the relative timing of wastewater relative to each indicator shifted across the pandemic, likely due to a multitude of factors including testing availability, health-seeking behavior, and changes in viral variants. Next, we show that individual WWTPs led city-wide changes in SARS-CoV-2 viral loads, indicating a distributed monitoring system could be used to enhance the early-warning capability of a wastewater monitoring system. Finally, we describe how the results were used in real-time to inform public health response and resource allocation.
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Affiliation(s)
- Loren Hopkins
- Houston Health Department, 8000 N. Stadium Dr., Houston, TX, United States of America; Department of Statistics, Rice University, 6100 Main Street MS 138, Houston, TX, United States of America
| | - David Persse
- Houston Health Department, 8000 N. Stadium Dr., Houston, TX, United States of America; Department of Medicine and Surgery, Baylor College of Medicine, Houston, TX, United States of America; City of Houston Emergency Medical Services, Houston, TX, United States of America
| | - Kelsey Caton
- Houston Health Department, 8000 N. Stadium Dr., Houston, TX, United States of America
| | - Katherine Ensor
- Department of Statistics, Rice University, 6100 Main Street MS 138, Houston, TX, United States of America
| | - Rebecca Schneider
- Houston Health Department, 8000 N. Stadium Dr., Houston, TX, United States of America
| | - Camille McCall
- Department of Civil and Environmental Engineering, Rice University, 6100 Main Street MS-519, Houston, TX, United States of America
| | - Lauren B Stadler
- Department of Civil and Environmental Engineering, Rice University, 6100 Main Street MS-519, Houston, TX, United States of America.
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7
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Li X, Zhang S, Sherchan S, Orive G, Lertxundi U, Haramoto E, Honda R, Kumar M, Arora S, Kitajima M, Jiang G. Correlation between SARS-CoV-2 RNA concentration in wastewater and COVID-19 cases in community: A systematic review and meta-analysis. JOURNAL OF HAZARDOUS MATERIALS 2023; 441:129848. [PMID: 36067562 PMCID: PMC9420035 DOI: 10.1016/j.jhazmat.2022.129848] [Citation(s) in RCA: 61] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 05/26/2023]
Abstract
Wastewater-based epidemiology (WBE) has been considered as a promising approach for population-wide surveillance of coronavirus disease 2019 (COVID-19). Many studies have successfully quantified severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA concentration in wastewater (CRNA). However, the correlation between the CRNA and the COVID-19 clinically confirmed cases in the corresponding wastewater catchments varies and the impacts of environmental and other factors remain unclear. A systematic review and meta-analysis were conducted to identify the correlation between CRNA and various types of clinically confirmed case numbers, including prevalence and incidence rates. The impacts of environmental factors, WBE sampling design, and epidemiological conditions on the correlation were assessed for the same datasets. The systematic review identified 133 correlation coefficients, ranging from -0.38 to 0.99. The correlation between CRNA and new cases (either daily new, weekly new, or future cases) was stronger than that of active cases and cumulative cases. These correlation coefficients were potentially affected by environmental and epidemiological conditions and WBE sampling design. Larger variations of air temperature and clinical testing coverage, and the increase of catchment size showed strong negative impacts on the correlation between CRNA and COVID-19 case numbers. Interestingly, the sampling technique had negligible impact although increasing the sampling frequency improved the correlation. These findings highlight the importance of viral shedding dynamics, in-sewer decay, WBE sampling design and clinical testing on the accurate back-estimation of COVID-19 case numbers through the WBE approach.
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Affiliation(s)
- Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, Australia; Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Shuxin Zhang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, Australia
| | - Samendrdra Sherchan
- Department of Environmental Health Sciences, Tulane University, New Orleans, LA 70112, USA
| | - Gorka Orive
- NanoBioCel Group, Laboratory of Pharmaceutics, School of Pharmacy, University of the Basque Country UPV/EHU, Paseo de la Universidad 7, Vitoria-Gasteiz 01006, Spain; Biomedical Research Networking Centre in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Vitoria-Gasteiz, Spain
| | - Unax Lertxundi
- Bioaraba Health Research Institute; Osakidetza Basque Health Service, Araba Mental Health Network, Araba Psychiatric Hospital, Pharmacy Service, Vitoria-Gasteiz, Spain
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, Kofu, Japan
| | - Ryo Honda
- Faculty of Geosciences and Civil Engineering, Kanazawa University, Kanazawa, Japan
| | - Manish Kumar
- Sustainability Cluster, School of Engineering, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India
| | - Sudipti Arora
- Dr. B. Lal Institute of Biotechnology, Jaipur, India
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, Hokkaido, Japan
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia.
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8
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Stephens N, Béen F, Savic D. An Analysis of SARS-CoV-2 in Wastewater to Evaluate the Effectiveness of Nonpharmaceutical Interventions against COVID-19 in The Netherlands. ACS ES&T WATER 2022; 2:2158-2166. [PMID: 37552733 PMCID: PMC9199439 DOI: 10.1021/acsestwater.2c00071] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 05/19/2022] [Accepted: 05/19/2022] [Indexed: 05/07/2023]
Abstract
Wastewater-based epidemiology (WBE) is increasingly being recognized as a powerful tool for detecting and monitoring SARS-CoV-2 trends at a population level. This study looked to extend the use of WBE to explore the effectiveness of nonpharmaceutical interventions (NPIs) that have been used in response to COVID-19 and compare the results to the effect of such interventions on COVID-19 hospitalizations. A data-driven approach demonstrated that trends of SARS-CoV-2 RNA in wastewater, from Amsterdam and Utrecht (The Netherlands), precede hospitalizations by at least 3-9 days. Additionally, the effect of NPIs can be seen in wastewater and hospitalizations after 20 and 24 days, respectively. Changepoint analysis indicated that the closure of schools and universities significantly reduced the level of SARS-CoV-2 RNA in wastewater and COVID-19 hospitalizations. Regression modeling suggested the stay-at-home policy is an effective intervention for reducing the level of SARS-CoV-2 RNA in wastewater, whereas the closure of workplaces significantly reduced hospitalizations in both Dutch cities. This study demonstrates how WBE can be used to inform public health decisions and anticipate future strain on healthcare facilities in major cities but also indicates a need for higher temporal resolution of wastewater sampling.
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Affiliation(s)
- Natalie Stephens
- Department of Engineering, Mathematics and Physical
Sciences, University of Exeter, Stocker Road, Exeter EX4 4PY,
United Kingdom
| | - Frederic Béen
- KWR Water Research
Institute, Groningeghaven 7, 430 BB Nieuwegein, The
Netherlands
| | - Dragan Savic
- KWR Water Research
Institute, Groningeghaven 7, 430 BB Nieuwegein, The
Netherlands
- Centre for Water Systems, University of
Exeter, Stocker Road, Exeter EX4 4PY, United
Kingdom
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9
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Boni M, Gorgé O, Mullot JU, Wurtzer S, Moulin L, Maday Y, Obépine G, Canini F, Chantre M, Teyssou R, Maréchal V, Janvier F, Tournier JN. [The French Armed Forces Biomedical Research Institute (IRBA) and wastewater-based epidemiology: Applicability and relevance in armed forces]. BULLETIN DE L'ACADEMIE NATIONALE DE MEDECINE 2022; 206:1011-1021. [PMID: 36778592 PMCID: PMC9906811 DOI: 10.1016/j.banm.2022.04.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 04/29/2022] [Indexed: 11/19/2022]
Abstract
The French Armed Forces Biomedical Research Institute (IRBA) deeply involved in research on SARS-COV-2, participated in the creation of the Obépine sentinel network in charge of detecting, qualifying and quantifying the virus genome in wastewater in France. During this pandemic, wastewater-based epidemiology has proven to be a first class public health tool for assessing viral dynamics in populations and environment. Obépine has also conducted research demonstrating the low infectivity of faeces and wastewater and allowed for early detection of epidemic waves linked to new variants. The IRBA has adapted this powerful tool to the monitoring of viral infections on board the aircraft carrier Charles-de-Gaulle in order to get an operational system for anticipation after the first local outbreak in 2020. The presence of this surveillance and anticipation tool has allowed a better management of SARS-CoV-2 contingent introductions on board during stopovers or crewmembers entries. The combination of a mandatory vaccination protocol and the surveillance of viral circulation in black waters has made it possible to identify and locate cases, and thus to continue the operational mission in the COVID-19 environment while limiting the spread and preserving the health of the crew. This innovative tool can easily be redirected to the search for any other pathogens in blackwater or even, in the long term, to ensure health surveillance of any military establishment, at sea or on land, in France or on overseas bases.
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Affiliation(s)
- M Boni
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- Groupement d'intérêt scientifique Obépine, France
| | - O Gorgé
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
| | - J-U Mullot
- Laboratoire d'analyses de surveillance et d'expertise de la Marine, 83000 Toulon, France
- Laboratoire d'analyses de surveillance et d'expertise de la Marine, 83000 Toulon, France
| | - S Wurtzer
- Eau de Paris, département de recherche, développement et qualité de l'eau, 33, avenue Jean-Jaurès, 94200 Ivry-sur-Seine, France
- Groupement d'intérêt scientifique Obépine, France
| | - L Moulin
- Eau de Paris, département de recherche, développement et qualité de l'eau, 33, avenue Jean-Jaurès, 94200 Ivry-sur-Seine, France
- Groupement d'intérêt scientifique Obépine, France
| | - Y Maday
- Sorbonne Université, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions (LJLL), Institut universitaire de France, 75005 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - Gis Obépine
- Groupement d'intérêt scientifique Obépine, France
| | - F Canini
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
| | - M Chantre
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
| | - R Teyssou
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - V Maréchal
- Sorbonne Université, Inserm, Centre de recherche Saint-Antoine, 75012 Paris, France
- Groupement d'intérêt scientifique Obépine, France
| | - F Janvier
- Hôpital d'instruction des armées Sainte-Anne, service de microbiologie et hygiène hospitalière, 83000 Toulon, France
| | - J-N Tournier
- Institut de recherche biomédicale des armées, 1, place Valérie-André, 91220 Brétigny-sur-Orge, France
- École du Val-de-Grâce, 75005 Paris, France
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Hyllestad S, Myrmel M, Lomba JAB, Jordhøy F, Schipper SK, Amato E. Effectiveness of environmental surveillance of SARS-CoV-2 as an early warning system during the first year of the COVID-19 pandemic: a systematic review. JOURNAL OF WATER AND HEALTH 2022; 20:1223-1242. [PMID: 36044191 DOI: 10.2166/wh.2022.115] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Since infected persons shed SARS-CoV-2 in faeces before symptoms appear, environmental surveillance (ES) may serve as an early warning system (EWS) for COVID-19 and new variants of concern. The ES of SARS-CoV-2 has been widely reviewed; however, its effectiveness as an EWS for SARS-CoV-2 in terms of timeliness, sensitivity and specificity has not been systematically assessed. We conducted a systematic review to identify and synthesise evidence on the ES of SARS-CoV-2 as an EWS to evaluate the added value for public health. Of 1,014 studies identified, we considered 29 for a qualitative synthesis of the timeliness of ES as an EWS for COVID-19, while six studies were assessed for the ability to detect new variants and two for both aims. The synthesis indicates ES may serve as an EWS of 1-2 weeks. ES could complement clinical surveillance for SARS-CoV-2; however, its cost-benefit value for public health decisions needs to be assessed based on the stage of the pandemic and resources available. Studies focusing methodological knowledge gaps as well as how to use and interpret ES signals for public health actions are needed, as is the sharing of knowledge within countries/areas with long experience of such surveillance.
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Affiliation(s)
- Susanne Hyllestad
- Department for Infection Control and Preparedness, Norwegian Institute of Public Health (NIPH), Oslo, Norway E-mail:
| | - Mette Myrmel
- Faculty of Veterinary Medicine, Virology Unit, Norwegian University of Life Science (NMBU), Oslo, Norway
| | - Jose Antonio Baz Lomba
- Department of Environmental Chemistry and Technology, Norwegian Institute for Water Research (NIVA), Oslo, Norway
| | - Fredrik Jordhøy
- Department for Infection Control and Preparedness, Norwegian Institute of Public Health (NIPH), Oslo, Norway E-mail:
| | - Svanhild Kjørsvik Schipper
- Department for Infection Control and Preparedness, Norwegian Institute of Public Health (NIPH), Oslo, Norway E-mail:
| | - Ettore Amato
- Department for Infection Control and Preparedness, Norwegian Institute of Public Health (NIPH), Oslo, Norway E-mail:
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11
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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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12
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Le Targa L, Wurtz N, Lacoste A, Penant G, Jardot P, Annessi A, Colson P, La Scola B, Aherfi S. SARS-CoV-2 Testing of Aircraft Wastewater Shows That Mandatory Tests and Vaccination Pass before Boarding Did Not Prevent Massive Importation of Omicron Variant into Europe. Viruses 2022; 14:1511. [PMID: 35891491 PMCID: PMC9319773 DOI: 10.3390/v14071511] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/06/2022] [Accepted: 07/07/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Most new SARS-CoV-2 epidemics in France occurred following the importation from abroad of emerging viral variants. Currently, the risk of new variants being imported is controlled based on a negative screening test (PCR or antigenic) and proof of up-to-date vaccine status, such as the International Air Transport Association travel pass. METHODS The wastewater from two planes arriving in Marseille (France) from Addis Ababa (Ethiopia) in December 2021 was tested by RT-PCR to detect SARS-CoV2 and screen for variants. These tests were carried out between landing and customs clearance and were then sequenced by MiSeq Illumina. Antigenic tests and sequencing by NovaSeq were carried out on respiratory samples collected from the 56 passengers on the second flight. RESULTS SARS-CoV-2 RNA suspected of being from the Omicron BA.1 variant was detected in the aircraft's wastewater. SARS-CoV2 RNA was detected in 11 [20%) passengers and the Omicron BA.1 variant was identified. CONCLUSION Our work shows the efficiency of aircraft wastewater testing to detect SARS-CoV-2 cases among travellers and to identify the viral genotype. It also highlights the low efficacy of the current control strategy for flights entering France from outside Europe, which combines a requirement to produce a vaccine pass and proof of a negative test before boarding.
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Affiliation(s)
- Lorlane Le Targa
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
- Biosellal, 27 Chemin des Peupliers, 69570 Lyon, France
| | - Nathalie Wurtz
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Alexandre Lacoste
- Bataillon des Marins Pompiers de la ville de Marseille, 13005 Marseille, France; (A.L.); (A.A.)
| | - Gwilherm Penant
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Priscilla Jardot
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Alexandre Annessi
- Bataillon des Marins Pompiers de la ville de Marseille, 13005 Marseille, France; (A.L.); (A.A.)
| | - Philippe Colson
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Bernard La Scola
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Sarah Aherfi
- Microbes Evolution PHylogénie et Infections, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille Université, 13005 Marseille, France; (L.L.T.); (N.W.); (G.P.); (P.J.); (P.C.)
- Institut Hospitalo-Universitaire Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
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13
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Masachessi G, Castro G, Cachi AM, Marinzalda MDLÁ, Liendo M, Pisano MB, Sicilia P, Ibarra G, Rojas RM, López L, Barbás G, Cardozo D, Ré VE, Nates SV. Wastewater based epidemiology as a silent sentinel of the trend of SARS-CoV-2 circulation in the community in central Argentina. WATER RESEARCH 2022; 219:118541. [PMID: 35584586 PMCID: PMC9066365 DOI: 10.1016/j.watres.2022.118541] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 04/30/2022] [Accepted: 05/01/2022] [Indexed: 05/08/2023]
Abstract
Monitoring wastewater for the traces of viruses allows effective surveillance of entire communities, including symptomatic and asymptomatic infected individuals, providing information on whether a specific pathogen is circulating in a population. In the context of the COVID-19 pandemic, 261 wastewater samples from six communities of the province of Córdoba, Argentina were analyzed. From mid-May 2020 to the end of August 2021, raw sewage samples were collected from the central network pipe that enters into the Wastewater Treatment Plants (WWTP) in Córdoba city and five communities in the Punilla Valley. SARS-CoV-2 was concentrated by using the polyethylene glycol-6000 precipitation method. Viral genomes were extracted from concentrated samples, and N- and E-SARS-CoV-2 genes were detected by using real time RT-PCR. Wastewater samples that resulted positive for SARS-CoV-2 genome detection were subjected to viral variants of concern (VOCs) identification by real time RT-PCR. Overall, just by using the identification of the N gene or E gene, the rates of viral genome detection were 43.4% (86/198) and 51.5% (102/198) respectively, and by using both methodologies (positivity criterion: detection of N and / or E gene), the detection rate was 71.2% (141/198). Thereby, the optimal strategy to study the SARS-CoV-2 genome in wastewater would be the use of the combined detection of both genes. Detection of SARS-CoV-2 variants in wastewater reflected their circulation in the community, showing no VOCs detection in the first COVID-19 wave and their co-circulation with Gamma, Alpha and Delta VOCs during 2021. Therefore, SARS-CoV-2 Wastewater Based Epidemiology (WBE) described the introduction, permanence and/or the co-circulation of viral variants in the community. In geographical areas with a stable population, SARS-CoV-2 WBE could be used as an early warning sign of new COVID-19 cases, whereas in localities with a low number of inhabitants and high tourist influx, WBE may only be useful to reflect the circulation of the virus in the community. Overall, the monitoring of SARS-CoV-2 in wastewater can become a silent sentinel of the trend of viral circulation in the community, providing supplementary information for clinical surveillance to support public health measures.
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Affiliation(s)
- Gisela Masachessi
- Instituto de Virología Dr. J. M. Vanella, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo Gómez s/n, Ciudad Universitaria, Córdoba X5000, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz 2290, CABA C1425FQB, Argentina.
| | - Gonzalo Castro
- Departamento Laboratorio Central, Ministerio de Salud de la Provincia de Córdoba, T. Cáceres de Allende 421, Córdoba X5000HVE, Argentina
| | - Ariana Mariela Cachi
- Instituto Nacional de Medicina Aeronáutica y Espacial, FAA, Av. Fuerza Aérea Argentina Km 6 1/2 S/N B.0 Civico, Córdoba X5010, Argentina; Facultad de la Fuerza Aérea, Universidad de la Defensa Nacional, Av. Fuerza Aerea Argentina 5011, Córdoba X5000, Argentina
| | - María de Los Ángeles Marinzalda
- Instituto Nacional de Medicina Aeronáutica y Espacial, FAA, Av. Fuerza Aérea Argentina Km 6 1/2 S/N B.0 Civico, Córdoba X5010, Argentina; Facultad de la Fuerza Aérea, Universidad de la Defensa Nacional, Av. Fuerza Aerea Argentina 5011, Córdoba X5000, Argentina
| | - Matías Liendo
- Instituto de Virología Dr. J. M. Vanella, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo Gómez s/n, Ciudad Universitaria, Córdoba X5000, Argentina
| | - María Belén Pisano
- Instituto de Virología Dr. J. M. Vanella, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo Gómez s/n, Ciudad Universitaria, Córdoba X5000, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz 2290, CABA C1425FQB, Argentina
| | - Paola Sicilia
- Departamento Laboratorio Central, Ministerio de Salud de la Provincia de Córdoba, T. Cáceres de Allende 421, Córdoba X5000HVE, Argentina
| | - Gustavo Ibarra
- Planta Municipal de tratamiento de efluente cloacales Bajo Grande-Laboratorio de análisis fisicoquímicos, bacteriológicos EDAR Bajo Grande, Cam. Chacra de la Merced 901, Córdoba X5000, Argentina
| | - Ricardo Manuel Rojas
- Cooperativa Integral Regional de Provisión de Servicios Públicos, Vivienda y Consumo Limitada (COOPI), Moreno 78, Villa Carlos Paz, X5152 Córdoba, Argentina
| | - Laura López
- Área de Epidemiología, Ministerio de Salud de la Provincia de Córdoba, Av. Vélez Sarsfield 2311 Ciudad Universitaria, Córdoba X5016 GCH, Argentina
| | - Gabriela Barbás
- Secretaría de Prevención y Promoción de la Salud, Ministerio de Salud de la Provincia de Córdoba, Av. Vélez Sarsfield 2311 Ciudad Universitaria, Córdoba X5016 GCH, Argentina
| | - Diego Cardozo
- Ministerio de Salud de la Provincia de Córdoba, Argentina Av. Vélez Sarsfield 2311 Ciudad Universitaria, Córdoba X5016 GCH, Argentina
| | - Viviana Elisabeth Ré
- Instituto de Virología Dr. J. M. Vanella, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo Gómez s/n, Ciudad Universitaria, Córdoba X5000, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz 2290, CABA C1425FQB, Argentina
| | - Silvia Viviana Nates
- Instituto de Virología Dr. J. M. Vanella, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo Gómez s/n, Ciudad Universitaria, Córdoba X5000, Argentina
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14
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Tanimoto Y, Ito E, Miyamoto S, Mori A, Nomoto R, Nakanishi N, Oka N, Morimoto T, Iwamoto T. SARS-CoV-2 RNA in Wastewater Was Highly Correlated With the Number of COVID-19 Cases During the Fourth and Fifth Pandemic Wave in Kobe City, Japan. Front Microbiol 2022; 13:892447. [PMID: 35756040 PMCID: PMC9223763 DOI: 10.3389/fmicb.2022.892447] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/20/2022] [Indexed: 12/14/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the cause of the current coronavirus disease 2019 (COVID-19) pandemic and associated respiratory infections, has been detected in the feces of patients. Therefore, determining SARS-CoV-2 RNA levels in sewage may help to predict the number of infected people within the area. In this study, we quantified SARS-CoV-2 RNA copy number using reverse transcription quantitative real-time PCR with primers and probes targeting the N gene, which allows the detection of both wild-type and variant strain of SARS-CoV-2 in sewage samples from two wastewater treatment plants (WWTPs) in Kobe City, Japan, during the fourth and fifth pandemic waves of COVID-19 between February 2021 and October 2021. The wastewater samples were concentrated via centrifugation, yielding a pelleted solid fraction and a supernatant, which was subjected to polyethylene glycol (PEG) precipitation. The SARS-CoV-2 RNA was significantly and frequently detected in the solid fraction than in the PEG-precipitated fraction. In addition, the copy number in the solid fraction was highly correlated with the number of COVID-19 cases in the WWTP basin (WWTP-A: r = 0.8205, p < 0.001; WWTP-B: r = 0.8482, p < 0.001). The limit of capturing COVID-19 cases per 100,000 people was 0.75 cases in WWTP-A and 1.20 cases in WWTP-B, respectively. Quantitative studies of RNA in sewage can be useful for administrative purposes related to public health, including issuing warnings and implementing preventive measures within sewage basins.
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Affiliation(s)
- Yoshihiko Tanimoto
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Erika Ito
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Sonoko Miyamoto
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Ai Mori
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Ryohei Nomoto
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Noriko Nakanishi
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
| | - Naohiro Oka
- Planning Division, Sewage Works Department, Public Construction Projects Bureau, Kobe City, Japan
| | - Takao Morimoto
- Planning Division, Sewage Works Department, Public Construction Projects Bureau, Kobe City, Japan
| | - Tomotada Iwamoto
- Department of Infectious Diseases, Kobe Institute of Health, Kobe City, Japan
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15
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Basu P, Choudhury S, Shridhar V, Huilgol P, Roychoudhury S, Nandi I, Chaudhuri A, Mitra A. Surveillance of SARS-CoV-2 RNA in open-water sewage canals contaminated with untreated wastewater in resource-constrained regions. Access Microbiol 2022; 4:000318. [PMID: 35252755 PMCID: PMC8895599 DOI: 10.1099/acmi.0.000318] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/13/2021] [Indexed: 12/14/2022] Open
Abstract
Sewage-based surveillance for COVID-19 has been described in multiple countries and multiple settings. However, nearly all are based on testing sewage treatment plant inflows and outflows using structured sewage networks and treatment systems. Many resource-limited countries worldwide have open canals, lakes and other such waste-contaminated water bodies that act as a means of sewage effluent discharge. These could serve as hyperlocal testing points for detecting COVID-19 incidence using the effluents from nearby communities. However, a sensitive, robust and economical method of SARS-CoV-2 RNA detection from open waste contaminated water bodies in resource-constrained regions is currently lacking. A protocol employed in Bangalore, India, where SARS-CoV-2 RNA levels were evaluated using two open canal systems during the first and second waves in the present study. SARS-CoV-2 RNA was measured using two strategies: a modified TrueNATTM microchip-based rapid method and traditional real-time reverse transcription-PCR (rRT-PCR), which were compared for analytical sensitivity, cost and relative ease of use. SARS-CoV-2 RNA levels were detected at lower levels during the earlier half compared to the later half of the first wave in 2020. The opposite trend was seen in the second wave in 2021. Interestingly, the change in RNA levels corresponded with the community burden of COVID-19 at both sites. The modified TrueNATTM method yielded concordant results to traditional rRT-PCR in sensitivity and specificity and cost. It provides a simple, cost-effective method for detecting and estimating SARS-CoV-2 viral RNA from open-water sewage canals contaminated with human excreta and industrial waste that can be adopted in regions or countries that lack structured sewage systems.
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Affiliation(s)
- Paramita Basu
- Department of Pharmaceutical and Biomedical Sciences, Touro College of Pharmacy, New York, USA
| | | | | | | | | | | | | | - Arindam Mitra
- Department of Microbiology, School of Life Science and Biotechnology, Adamas University, Kolkata, India
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16
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Shah S, Gwee SXW, Ng JQX, Lau N, Koh J, Pang J. Wastewater surveillance to infer COVID-19 transmission: A systematic review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 804:150060. [PMID: 34798721 PMCID: PMC8423771 DOI: 10.1016/j.scitotenv.2021.150060] [Citation(s) in RCA: 128] [Impact Index Per Article: 42.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 05/18/2023]
Abstract
Successful detection of SARS-COV-2 in wastewater suggests the potential utility of wastewater-based epidemiology (WBE) for COVID-19 community surveillance. This systematic review aims to assess the performance of wastewater surveillance as early warning system of COVID-19 community transmission. A systematic search was conducted in PubMed, Medline, Embase and the WBE Consortium Registry according to PRISMA guidelines for relevant articles published until 31st July 2021. Relevant data were extracted and summarized. Quality of each paper was assessed using an assessment tool adapted from Bilotta et al.'s tool for environmental science. Of 763 studies identified, 92 studies distributed across 34 countries were shortlisted for qualitative synthesis. A total of 26,197 samples were collected between January 2020 and May 2021 from various locations serving population ranging from 321 to 11,400,000 inhabitants. Overall sample positivity was moderate at 29.2% in all examined settings with the spike (S) gene having maximum rate of positive detections and nucleocapsid (N) gene being the most targeted. Wastewater signals preceded confirmed cases by up to 63 days, with 13 studies reporting sample positivity before the first cases were detected in the community. At least 50 studies reported an association of viral load with community cases. While wastewater surveillance cannot replace large-scale diagnostic testing, it can complement clinical surveillance by providing early signs of potential transmission for more active public health responses. However, more studies using standardized and validated methods are required along with risk analysis and modelling to understand the dynamics of viral outbreaks.
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Affiliation(s)
- Shimoni Shah
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
| | - Sylvia Xiao Wei Gwee
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
| | - Jamie Qiao Xin Ng
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
| | - Nicholas Lau
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
| | - Jiayun Koh
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
| | - Junxiong Pang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, Singapore; Centre for Infectious Disease Epidemiology and Research, National University of Singapore, Singapore 117549, Singapore.
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17
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Hrudey SE, Bischel HN, Charrois J, Chik AHS, Conant B, Delatolla R, Dorner S, Graber TE, Hubert C, Isaac-Renton J, Pons W, Safford H, Servos M, Sikora C. Wastewater Surveillance for SARS-CoV-2 RNA in Canada. Facets (Ott) 2022. [DOI: 10.1139/facets-2022-0148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Wastewater surveillance for SARS-CoV-2 RNA is a relatively recent adaptation of long-standing wastewater surveillance for infectious and other harmful agents. Individuals infected with COVID-19 were found to shed SARS-CoV-2 in their faeces. Researchers around the world confirmed that SARS-CoV-2 RNA fragments could be detected and quantified in community wastewater. Canadian academic researchers, largely as volunteer initiatives, reported proof-of-concept by April 2020. National collaboration was initially facilitated by the Canadian Water Network. Many public health officials were initially skeptical about actionable information being provided by wastewater surveillance even though experience has shown that public health surveillance for a pandemic has no single, perfect approach. Rather, different approaches provide different insights, each with its own strengths and limitations. Public health science must triangulate among different forms of evidence to maximize understanding of what is happening or may be expected. Well-conceived, resourced, and implemented wastewater-based platforms can provide a cost-effective approach to support other conventional lines of evidence. Sustaining wastewater monitoring platforms for future surveillance of other disease targets and health states is a challenge. Canada can benefit from taking lessons learned from the COVID-19 pandemic to develop forward-looking interpretive frameworks and capacity to implement, adapt, and expand such public health surveillance capabilities.
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Affiliation(s)
- Steve E. Hrudey
- Professor Emeritus, Analytical & Environmental Toxicology, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, AB T6G 2G3 Canada
| | - Heather N. Bischel
- Associate Professor, Department of Civil & Environmental Engineering, University of California, Davis, Davis, CA 95616 USA
| | - Jeff Charrois
- Senior Manager, Analytical Operations and Process Development Teams, EPCOR Water Services Inc, Edmonton, AB T5K 0A5 Canada
| | - Alex H. S. Chik
- Project Manager, Wastewater Surveillance Initiative, Ontario Clean Water Agency, Mississauga, ON L5A 4G1 Canada
| | - Bernadette Conant
- Past Chief Executive Officer, Canadian Water Network, Waterloo, ON N2L 3G1 Canada
| | - Rob Delatolla
- Professor, Civil Engineering, University of Ottawa, Ottawa, ON K1N 6N5 Canada
| | - Sarah Dorner
- Professor, Civil, Geological & Mining Engineering, Polytechnique Montréal, Montréal, PQ H3T 1J4 Canada
| | - Tyson E. Graber
- Associate Scientist, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON, K1H 8L1 Canada
| | - Casey Hubert
- Professor, Campus Alberta Innovates Program Chair in Geomicrobiology, Department of Biological Sciences, University of Calgary, Calgary, AB T2N 1N4 Canada
| | - Judy Isaac-Renton
- Professor Emerita, Dept. Pathology and Laboratory Medicine, Faculty of Medicine, University of British Columbia, Calgary, AB, T2N 3V9 Canada
| | - Wendy Pons
- Professor, Bachelor of Environmental Health Program Conestoga College Institute of Technology and Advanced Learning, Kitchener, ON N2P 2N6 Canada
| | - Hannah Safford
- Associate Director of Science Policy, Federation of American Scientists, Arlington, VA 22205 USA
| | - Mark Servos
- Professor & Canada Research Chair, Department of Biology, University of Waterloo, Waterloo, ON N2L 3G1 Canada
| | - Christopher Sikora
- Medical Officer of Health, Edmonton Region, Alberta Health Services, Edmonton, AB T5J 3E4 Canada
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18
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McClary-Gutierrez JS, Mattioli MC, Marcenac P, Silverman AI, Boehm AB, Bibby K, Balliet M, de Los Reyes FL, Gerrity D, Griffith JF, Holden PA, Katehis D, Kester G, LaCross N, Lipp EK, Meiman J, Noble RT, Brossard D, McLellan SL. SARS-CoV-2 Wastewater Surveillance for Public Health Action. Emerg Infect Dis 2021. [PMID: 34424162 DOI: 10.20944/preprints202104.0167.v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2023] Open
Abstract
Wastewater surveillance for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has garnered extensive public attention during the coronavirus disease pandemic as a proposed complement to existing disease surveillance systems. Over the past year, methods for detection and quantification of SARS-CoV-2 viral RNA in untreated sewage have advanced, and concentrations in wastewater have been shown to correlate with trends in reported cases. Despite the promise of wastewater surveillance, for these measurements to translate into useful public health tools, bridging the communication and knowledge gaps between researchers and public health responders is needed. We describe the key uses, barriers, and applicability of SARS-CoV-2 wastewater surveillance for supporting public health decisions and actions, including establishing ethics consideration for monitoring. Although wastewater surveillance to assess community infections is not a new idea, the coronavirus disease pandemic might be the initiating event to make this emerging public health tool a sustainable nationwide surveillance system, provided that these barriers are addressed.
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19
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McClary-Gutierrez JS, Mattioli MC, Marcenac P, Silverman AI, Boehm AB, Bibby K, Balliet M, de Los Reyes FL, Gerrity D, Griffith JF, Holden PA, Katehis D, Kester G, LaCross N, Lipp EK, Meiman J, Noble RT, Brossard D, McLellan SL. SARS-CoV-2 Wastewater Surveillance for Public Health Action. Emerg Infect Dis 2021; 27:1-8. [PMID: 34424162 PMCID: PMC8386792 DOI: 10.3201/eid2709.210753] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Wastewater surveillance for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has garnered extensive public attention during the coronavirus disease pandemic as a proposed complement to existing disease surveillance systems. Over the past year, methods for detection and quantification of SARS-CoV-2 viral RNA in untreated sewage have advanced, and concentrations in wastewater have been shown to correlate with trends in reported cases. Despite the promise of wastewater surveillance, for these measurements to translate into useful public health tools, bridging the communication and knowledge gaps between researchers and public health responders is needed. We describe the key uses, barriers, and applicability of SARS-CoV-2 wastewater surveillance for supporting public health decisions and actions, including establishing ethics consideration for monitoring. Although wastewater surveillance to assess community infections is not a new idea, the coronavirus disease pandemic might be the initiating event to make this emerging public health tool a sustainable nationwide surveillance system, provided that these barriers are addressed.
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20
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Wurtz N, Revol O, Jardot P, Giraud-Gatineau A, Houhamdi L, Soumagnac C, Annessi A, Lacoste A, Colson P, Aherfi S, Scola BL. Monitoring the Circulation of SARS-CoV-2 Variants by Genomic Analysis of Wastewater in Marseille, South-East France. Pathogens 2021. [PMID: 34451505 DOI: 10.3390/pathogens10081042.pmid:34451505;pmcid:pmc8401729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2023] Open
Abstract
The monitoring of SARS-CoV-2 RNA in sewage has been proposed as a simple and unbiased means of assessing epidemic evolution and the efficiency of the COVID-19 control measures. The past year has been marked by the emergence of variants that have led to a succession of epidemic waves. It thus appears that monitoring the presence of SARS-CoV-2 in wastewater alone is insufficient, and it may be important in the future to also monitor the evolution of these variants. We used a real-time RT-PCR screening test for variants in the wastewater of our city to assess the effectiveness of direct SARS-CoV-2 sequencing from the same wastewater. We compared the genome sequencing results obtained over the large RS network and the smaller B7 network with the different distributions of the variants observed by RT-PCR screening. The prevalence of the "UK variant" in the RS and B7 networks was estimated to be 70% and 8% using RT-PCR screening compared to 95% and 64% using genome sequencing, respectively. The latter values were close to the epidemiology observed in patients of the corresponding area, which were 91% and 58%, respectively. Genome sequencing in sewage identified SARS-CoV-2 of lineage B.1.525 in B7 at 27% (37% in patients), whereas it was completely missed by RT-PCR. We thus determined that direct sequencing makes it possible to observe, in wastewater, a distribution of the variants comparable to that revealed by genomic monitoring in patients and that this method is more accurate than RT-PCR. It also shows that, rather than a single large sample, it would be preferable to analyse several targeted samples if we want to more appropriately assess the geographical distribution of the different variants. In conclusion, this work supports the wider surveillance of SARS-CoV-2 variants in wastewater by genome sequencing and targeting small areas on the condition of having a sequencing capacity and, when this is not the case, to developing more precise screening tests based on the multiplexed detection of the mutations of interest.
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Affiliation(s)
- Nathalie Wurtz
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Océane Revol
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Priscilla Jardot
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France
| | - Audrey Giraud-Gatineau
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Linda Houhamdi
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France
| | | | | | | | - Philippe Colson
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France
| | - Sarah Aherfi
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France
| | - Bernard La Scola
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France
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21
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Wurtz N, Revol O, Jardot P, Giraud-Gatineau A, Houhamdi L, Soumagnac C, Annessi A, Lacoste A, Colson P, Aherfi S, Scola BL. Monitoring the Circulation of SARS-CoV-2 Variants by Genomic Analysis of Wastewater in Marseille, South-East France. Pathogens 2021; 10:1042. [PMID: 34451505 PMCID: PMC8401729 DOI: 10.3390/pathogens10081042] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/10/2021] [Accepted: 08/13/2021] [Indexed: 12/11/2022] Open
Abstract
The monitoring of SARS-CoV-2 RNA in sewage has been proposed as a simple and unbiased means of assessing epidemic evolution and the efficiency of the COVID-19 control measures. The past year has been marked by the emergence of variants that have led to a succession of epidemic waves. It thus appears that monitoring the presence of SARS-CoV-2 in wastewater alone is insufficient, and it may be important in the future to also monitor the evolution of these variants. We used a real-time RT-PCR screening test for variants in the wastewater of our city to assess the effectiveness of direct SARS-CoV-2 sequencing from the same wastewater. We compared the genome sequencing results obtained over the large RS network and the smaller B7 network with the different distributions of the variants observed by RT-PCR screening. The prevalence of the "UK variant" in the RS and B7 networks was estimated to be 70% and 8% using RT-PCR screening compared to 95% and 64% using genome sequencing, respectively. The latter values were close to the epidemiology observed in patients of the corresponding area, which were 91% and 58%, respectively. Genome sequencing in sewage identified SARS-CoV-2 of lineage B.1.525 in B7 at 27% (37% in patients), whereas it was completely missed by RT-PCR. We thus determined that direct sequencing makes it possible to observe, in wastewater, a distribution of the variants comparable to that revealed by genomic monitoring in patients and that this method is more accurate than RT-PCR. It also shows that, rather than a single large sample, it would be preferable to analyse several targeted samples if we want to more appropriately assess the geographical distribution of the different variants. In conclusion, this work supports the wider surveillance of SARS-CoV-2 variants in wastewater by genome sequencing and targeting small areas on the condition of having a sequencing capacity and, when this is not the case, to developing more precise screening tests based on the multiplexed detection of the mutations of interest.
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Affiliation(s)
- Nathalie Wurtz
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Océane Revol
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Priscilla Jardot
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France; (P.J.); (L.H.)
| | - Audrey Giraud-Gatineau
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Linda Houhamdi
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France; (P.J.); (L.H.)
| | - Christophe Soumagnac
- Bataillon de Marins-Pompiers de Marseille, 13003 Marseille, France; (C.S.); (A.A.); (A.L.)
| | - Alexandre Annessi
- Bataillon de Marins-Pompiers de Marseille, 13003 Marseille, France; (C.S.); (A.A.); (A.L.)
| | - Alexandre Lacoste
- Bataillon de Marins-Pompiers de Marseille, 13003 Marseille, France; (C.S.); (A.A.); (A.L.)
| | - Philippe Colson
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France; (P.J.); (L.H.)
| | - Sarah Aherfi
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France; (P.J.); (L.H.)
| | - Bernard La Scola
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix-Marseille University, 13005 Marseille, France; (N.W.); (O.R.); (A.G.-G.); (P.C.)
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (AP-HM), Aix-Marseille University, 13005 Marseille, France; (P.J.); (L.H.)
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22
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Amereh F, Negahban-Azar M, Isazadeh S, Dabiri H, Masihi N, Jahangiri-Rad M, Rafiee M. Sewage Systems Surveillance for SARS-CoV-2: Identification of Knowledge Gaps, Emerging Threats, and Future Research Needs. Pathogens 2021. [PMID: 34451410 DOI: 10.3390/pathogens10080946.pmid:34451410;pmcid:pmc8402176] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2023] Open
Abstract
The etiological agent for novel coronavirus (COVID-19, Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), not only affects the human respiratory system, but also the gastrointestinal tract resulting in gastrointestinal manifestations. The high rate of asymptomatic infected individuals has challenged the estimation of infection spread based on patients' surveillance, and thus alternative approaches such as wastewater-based epidemiology (WBE) have been proposed. Accordingly, the number of publications on this topic has increased substantially. The present systematic review thus aimed at providing state-of-the-knowledge on the occurrence and existing methods for sampling procedures, detection/quantification of SARS-CoV-2 in sewage samples, as well as anticipating challenges and providing future research direction to improve the current scientific knowledge. Articles were collected from three scientific databases. Only studies reporting measurements of virus in stool, urine, and wastewater samples were included. Results showed that improving the scientific community's understanding in these avenues is essential if we are to develop appropriate policy and management tools to address this pandemic pointing particularly towards WBE as a new paradigm in public health. It was also evident that standardized protocols are needed to ensure reproducibility and comparability of outcomes. Areas that require the most improvements are sampling procedures, concentration/enrichment, detection, and quantification of virus in wastewater, as well as positive controls. Results also showed that selecting the most accurate population estimation method for WBE studies is still a challenge. While the number of people infected in an area could be approximately estimated based on quantities of virus found in wastewater, these estimates should be cross-checked by other sources of information to draw a more comprehensive conclusion. Finally, wastewater surveillance can be useful as an early warning tool, a management tool, and/or a way for investigating vaccination efficacy and spread of new variants.
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Affiliation(s)
- Fatemeh Amereh
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
| | - Masoud Negahban-Azar
- Department of Environmental Science and Technology, University of Maryland, College Park, MD 20740, USA
| | - Siavash Isazadeh
- Environmental Service, Suez Water North America, Paramus, NJ 07652, USA
| | - Hossein Dabiri
- Department of Medical Microbiology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
| | - Najmeh Masihi
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
| | - Mahsa Jahangiri-Rad
- Water Purification Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran 19168, Iran
| | - Mohammad Rafiee
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
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23
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Amereh F, Negahban-Azar M, Isazadeh S, Dabiri H, Masihi N, Jahangiri-rad M, Rafiee M. Sewage Systems Surveillance for SARS-CoV-2: Identification of Knowledge Gaps, Emerging Threats, and Future Research Needs. Pathogens 2021; 10:946. [PMID: 34451410 PMCID: PMC8402176 DOI: 10.3390/pathogens10080946] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 07/04/2021] [Accepted: 07/22/2021] [Indexed: 02/06/2023] Open
Abstract
The etiological agent for novel coronavirus (COVID-19, Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), not only affects the human respiratory system, but also the gastrointestinal tract resulting in gastrointestinal manifestations. The high rate of asymptomatic infected individuals has challenged the estimation of infection spread based on patients' surveillance, and thus alternative approaches such as wastewater-based epidemiology (WBE) have been proposed. Accordingly, the number of publications on this topic has increased substantially. The present systematic review thus aimed at providing state-of-the-knowledge on the occurrence and existing methods for sampling procedures, detection/quantification of SARS-CoV-2 in sewage samples, as well as anticipating challenges and providing future research direction to improve the current scientific knowledge. Articles were collected from three scientific databases. Only studies reporting measurements of virus in stool, urine, and wastewater samples were included. Results showed that improving the scientific community's understanding in these avenues is essential if we are to develop appropriate policy and management tools to address this pandemic pointing particularly towards WBE as a new paradigm in public health. It was also evident that standardized protocols are needed to ensure reproducibility and comparability of outcomes. Areas that require the most improvements are sampling procedures, concentration/enrichment, detection, and quantification of virus in wastewater, as well as positive controls. Results also showed that selecting the most accurate population estimation method for WBE studies is still a challenge. While the number of people infected in an area could be approximately estimated based on quantities of virus found in wastewater, these estimates should be cross-checked by other sources of information to draw a more comprehensive conclusion. Finally, wastewater surveillance can be useful as an early warning tool, a management tool, and/or a way for investigating vaccination efficacy and spread of new variants.
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Affiliation(s)
- Fatemeh Amereh
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran; (F.A.); (N.M.)
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
| | - Masoud Negahban-Azar
- Department of Environmental Science and Technology, University of Maryland, College Park, MD 20740, USA
| | - Siavash Isazadeh
- Environmental Service, Suez Water North America, Paramus, NJ 07652, USA;
| | - Hossein Dabiri
- Department of Medical Microbiology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran;
| | - Najmeh Masihi
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran; (F.A.); (N.M.)
| | - Mahsa Jahangiri-rad
- Water Purification Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran 19168, Iran;
| | - Mohammad Rafiee
- Environmental and Occupational Hazards Control Research Center, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran; (F.A.); (N.M.)
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran 35511, Iran
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24
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Brahim Belhaouari D, Wurtz N, Grimaldier C, Lacoste A, Pires de Souza GA, Penant G, Hannat S, Baudoin JP, La Scola B. Microscopic Observation of SARS-Like Particles in RT-qPCR SARS-CoV-2 Positive Sewage Samples. Pathogens 2021; 10:516. [PMID: 33923138 PMCID: PMC8146039 DOI: 10.3390/pathogens10050516] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/20/2021] [Accepted: 04/21/2021] [Indexed: 12/18/2022] Open
Abstract
The ongoing outbreak of novel coronavirus pneumonia (COVID-19) caused by SARS-CoV-2 infection has spread rapidly worldwide. The major transmission routes of SARS-CoV-2 are recognised as inhalation of aerosol/droplets and person-to-person contact. However, some studies have demonstrated that live SARS-CoV-2 can be isolated from the faeces and urine of infected patients, which can then enter the wastewater system. The currently available evidence indicates that the viral RNA present in wastewater may become a potential source of epidemiological data. However, to investigate whether wastewater may present a risk to humans such as sewage workers, we investigated whether intact particles of SARS-CoV-2 were observable and whether it was possible to isolate the virus in wastewater. Using a correlative strategy of light microscopy and electron microscopy (CLEM), we demonstrated the presence of intact and degraded SARS-like particles in RT-qPCR SARS-CoV-2-positive sewage sample collected in the city of Marseille. However, the viral infectivity assessment of SARS-CoV-2 in the wastewater was inconclusive, due to the presence of other viruses known to be highly resistant in the environment such as enteroviruses, rhinoviruses, and adenoviruses. Although the survival and the infectious risk of SARS-CoV-2 in wastewater cannot be excluded from our study, additional work may be required to investigate the stability, viability, fate, and decay mechanisms of SARS-CoV-2 thoroughly in wastewater.
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Affiliation(s)
- Djamal Brahim Belhaouari
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix- Marseille University, 13005 Marseille, France; (D.B.B.); (N.W.); (G.A.P.d.S.); (S.H.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Nathalie Wurtz
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix- Marseille University, 13005 Marseille, France; (D.B.B.); (N.W.); (G.A.P.d.S.); (S.H.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Clio Grimaldier
- Assistance Publique—Hôpitaux de Marseille, 13005 Marseille, France; (C.G.); (G.P.)
| | - Alexandre Lacoste
- Bataillon des Marins Pompiers de Marseille, 13003 Marseille, France;
| | - Gabriel Augusto Pires de Souza
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix- Marseille University, 13005 Marseille, France; (D.B.B.); (N.W.); (G.A.P.d.S.); (S.H.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Gwilherm Penant
- Assistance Publique—Hôpitaux de Marseille, 13005 Marseille, France; (C.G.); (G.P.)
| | - Sihem Hannat
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix- Marseille University, 13005 Marseille, France; (D.B.B.); (N.W.); (G.A.P.d.S.); (S.H.)
- IHU Méditerranée Infection, 13005 Marseille, France
| | - Jean-Pierre Baudoin
- Assistance Publique—Hôpitaux de Marseille, 13005 Marseille, France; (C.G.); (G.P.)
| | - Bernard La Scola
- Microbes, Evolution, Phylogeny and Infection (MEPHI), UM63, Institut de Recherche pour le Développement (IRD), Aix- Marseille University, 13005 Marseille, France; (D.B.B.); (N.W.); (G.A.P.d.S.); (S.H.)
- IHU Méditerranée Infection, 13005 Marseille, France
- Assistance Publique—Hôpitaux de Marseille, 13005 Marseille, France; (C.G.); (G.P.)
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