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Grassly NC, Shaw AG, Owusu M. Global wastewater surveillance for pathogens with pandemic potential: opportunities and challenges. THE LANCET. MICROBE 2025; 6:100939. [PMID: 39222653 DOI: 10.1016/j.lanmic.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 06/24/2024] [Accepted: 07/01/2024] [Indexed: 09/04/2024]
Abstract
Wastewater surveillance holds great promise as a sensitive method to detect spillover of zoonotic infections and early pandemic emergence, thereby informing risk mitigation and public health response. Known viruses with pandemic potential are shed in human stool or urine, or both, and the experiences with SARS-CoV-2, monkeypox virus, and Zika virus highlight the feasibility of community-based wastewater surveillance for pandemic viruses that have different transmission routes. We reviewed human shedding and wastewater surveillance data for prototype viruses representing viral families of concern to estimate the likely sensitivity of wastewater surveillance compared with that of clinical surveillance. We examined how data on wastewater surveillance detection, together with viral genetic sequences and animal faecal biomarkers, could be used to identify spillover infections or early human transmission and adaptation. The opportunities and challenges associated with global wastewater surveillance for the prevention of pandemics are described in this Personal View, focusing on low-income and middle-income countries, where the risk of pandemic emergence is the highest. We propose a research and public health agenda to ensure an equitable and sustainable solution to these challenges.
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Affiliation(s)
- Nicholas C Grassly
- Department of Infectious Disease Epidemiology & MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK.
| | - Alexander G Shaw
- Department of Infectious Disease Epidemiology & MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
| | - Michael Owusu
- Department of Medical Diagnostics, College of Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Gonçalves do Amaral C, Pinto André E, Maffud Cilli E, Gomes da Costa V, Ricardo S Sanches P. Viral diseases and the environment relationship. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 362:124845. [PMID: 39265774 DOI: 10.1016/j.envpol.2024.124845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 08/09/2024] [Accepted: 08/26/2024] [Indexed: 09/14/2024]
Abstract
Viral diseases have been present throughout human history, with early examples including influenza (1500 B.C.), smallpox (1000 B.C.), and measles (200 B.C.). The term "virus" was first used in the late 1800s to describe microorganisms smaller than bacteria, and significant milestones include the discovery of the polio virus and the development of its vaccine in the mid-1900s, and the identification of HIV/AIDS in the latter part of the 20th century. The 21st century has seen the emergence of new viral diseases such as West Nile Virus, Zika, SARS, MERS, and COVID-19. Human activities, including crowding, travel, poor sanitation, and environmental changes like deforestation and climate change, significantly influence the spread of these diseases. Conversely, viral diseases can impact the environment by polluting water resources, contributing to deforestation, and reducing biodiversity. These environmental impacts are exacerbated by disruptions in global supply chains and increased demands for resources. This review highlights the intricate relationship between viral diseases and environmental factors, emphasizing how human activities and viral disease progression influence each other. The findings underscore the need for integrated approaches to address the environmental determinants of viral diseases and mitigate their impacts on both health and ecosystems.
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Affiliation(s)
- Caio Gonçalves do Amaral
- School of Pharmaceutical Sciences, Laboratory of Molecular Virology, Department of Biological Science, São Paulo State University, UNESP, Brazil
| | - Eduardo Pinto André
- School of Pharmaceutical Sciences, Laboratory of Molecular Virology, Department of Biological Science, São Paulo State University, UNESP, Brazil
| | - Eduardo Maffud Cilli
- Institute of Chemistry, Laboratory of Synthesis and Studies of Biomolecules, Department of Biochemistry and Organic Chemistry, São Paulo State University, UNESP, Brazil
| | - Vivaldo Gomes da Costa
- Institute of Biosciences, Letters, and Exact Sciences, São Paulo State University, UNESP, Brazil
| | - Paulo Ricardo S Sanches
- School of Pharmaceutical Sciences, Laboratory of Molecular Virology, Department of Biological Science, São Paulo State University, UNESP, Brazil.
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3
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Igloi Z, Pezzi L, Charrel RN, Koopmans M. Detection of yellow fever virus genome in urine following natural infection or vaccination: review of current knowledge 1985-2023. J Clin Virol 2024; 175:105740. [PMID: 39486312 DOI: 10.1016/j.jcv.2024.105740] [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: 05/07/2024] [Revised: 08/13/2024] [Accepted: 10/20/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Yellow fever virus (YFV) is endemic in the (sub)tropical regions of Africa and South America and is prone to cause epidemics. Molecular testing of YFV by reverse transcription-polymerase chain reaction (RT-PCR) was recently adopted by WHO using blood. Urine is a non-invasive diagnostic specimen which has been proven to be useful in diagnosing several flavivirus infections. Until now, systematic data on the usefulness of urine in YFV molecular diagnostics was lacking. METHODS We have carried out an extensive literature search using key words "yellow fever AND urine" in PubMed/Medline, Embase and Web of Science. RESULTS The search resulted initially in 113 publications. All titles and abstracts were screened and 15 were analyzed in detail. After natural infection (10 articles), the detection ratio of YFV in blood with RT-PCR was 61 % (105/171 samples) vs. 59 % (139/234) in urine from patients with mild/severe infections. YFV could be first detected at average 4.3 days in blood vs. 6.1 days in urine and last detected till 17.2 vs. 31.1 days respectively (significant difference p < 0.05). Viral load over time in blood was not statistically different from urine. Virus could be isolated from blood, urine and semen. Following vaccination, virus was detected longer in patients with vaccine adverse events (VAE) compared to healthy vaccinees (average 34 vs. 25 days, not significant p > 0.05). CONCLUSION YFV can be detected in urine later but longer. Thus, we see added value for YF molecular diagnostics and sequencing and recommend it besides blood as a standard specimen, especially for late samples post onset.
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Affiliation(s)
- Zsofia Igloi
- Erasmus MC, Viroscience, Rotterdam, The Netherlands; WHO Collaborating Centre (WHO-CC) for Arbovirus and Haemorrhagic Fever Reference and Research.
| | - Laura Pezzi
- Unite des Virus Emergents (UVE: Aix-Marseille Univ, Universita di Corsica, IRD 190, Inserm 1207, IRBA), France; National Reference Center for Arboviruses, Inserm-IRBA, Marseille, France
| | - Remi N Charrel
- Unite des Virus Emergents (UVE: Aix-Marseille Univ, Universita di Corsica, IRD 190, Inserm 1207, IRBA), France; Laboratoire des Infections Virales Aigues et Tropicales, Pole des Maladies Infectieuses, AP-HM Hopitaux Universitaires de Marseille, Marseille, France; LE Service de Prévention du Risque Infectieux (LESPRI), CLIN AP-HM Hôpitaux Universitaires de Marseille, France
| | - Marion Koopmans
- Erasmus MC, Viroscience, Rotterdam, The Netherlands; WHO Collaborating Centre (WHO-CC) for Arbovirus and Haemorrhagic Fever Reference and Research
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Haldar T, Katarmal P, Roy B, Koratkar S. Dengue and chikungunya virus dynamics, identification, and monitoring in wastewater. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:1166. [PMID: 39499336 DOI: 10.1007/s10661-024-13341-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 10/25/2024] [Indexed: 11/07/2024]
Abstract
Monitoring wastewater is an effective strategy for supporting clinical surveillance for viral infections. Wastewater monitoring, also known as wastewater-based epidemiology (WBE), uses existing wastewater collection networks to obtain a composite sample of a population that can be used to predict disease dynamics in a specific area. Viruses such as dengue and chikungunya are primarily transmitted through the bites of infected Aedes mosquito species. The prevalence of the Aedes mosquito in tropical and subtropical regions makes these diseases a serious threat to public health. Employing wastewater surveillance, monitoring, and regulating the spread of diseases like dengue and chikungunya-notably caused by mosquitoes-has been recommended. However, understanding the dynamics of viral release and its persistence in wastewater is critical for monitoring purposes. Although methods for recovering RNA for some viruses from wastewater have been developed, the same approach does not work equally well for viruses such as dengue and chikungunya due to low levels of viral RNA and susceptibility to degradation. As a result, a tailored approach to recovering these viruses from wastewater is required. This review summarizes viral release from infected hosts, its dynamics, and approaches for dengue and chikungunya wastewater surveillance. The review also identifies existing knowledge gaps in viral persistence in wastewater and recovery.
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Affiliation(s)
- Tiyasa Haldar
- Symbiosis School of Biological Sciences (SSBS), Symbiosis International (Deemed University), Lavale, Pune, 412115, Maharashtra, India
| | - Poonam Katarmal
- Symbiosis School of Biological Sciences (SSBS), Symbiosis International (Deemed University), Lavale, Pune, 412115, Maharashtra, India
| | - Bishnudeo Roy
- Symbiosis School of Biological Sciences (SSBS), Symbiosis International (Deemed University), Lavale, Pune, 412115, Maharashtra, India
- Department of Biosciences and Technology, MIT World Peace University, Pune, India
| | - Santosh Koratkar
- Symbiosis School of Biological Sciences (SSBS), Symbiosis International (Deemed University), Lavale, Pune, 412115, Maharashtra, India.
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Monteiro S, Pimenta R, Nunes F, Cunha MV, Santos R. Detection of dengue virus and chikungunya virus in wastewater in Portugal: an exploratory surveillance study. THE LANCET. MICROBE 2024; 5:100911. [PMID: 39278232 DOI: 10.1016/s2666-5247(24)00150-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 05/15/2024] [Accepted: 05/30/2024] [Indexed: 09/18/2024]
Abstract
BACKGROUND The global distribution and prevalence of arboviral diseases have increased in recent years, driven by factors such as climate change, biodiversity loss, globalisation, and urbanisation. These diseases are often underestimated due to uneven surveillance and unreported asymptomatic cases. Current surveillance relies on vector and clinical surveillance. In this study, we aimed to explore wastewater-based surveillance (WBS) as an additional tool for dengue virus (DENV) and chikungunya virus (CHIKV) tracking. METHODS In this exploratory surveillance study, WBS was done at eleven wastewater treatment plants in three regions in Portugal (North, Lisboa and Vale do Tejo, and south). Using quantitative RT-PCR, we quantified in raw wastewater the RNA concentrations of DENV and CHIKV (non-structural viral protein 1 [nsP1] and envelope protein [E1] genes) once every 2 weeks for a period of 11 months, between May 16, 2022, and April 19, 2023. Results were normalised with crAssphage (concentration of target viral RNA divided by the concentration of crAssphage DNA) and provided as median normalised viral load. Prevalence (proportion of positive samples) and viral quantities were summarised for the total sampling period, by calendar month, and by seasons. FINDINGS 273 samples were collected from 11 wastewater treatment plants situated across the North (n=75 samples), Lisboa and Vale do Tejo (n=98), and south (n=100) regions of Portugal. DENV was detected in 68 (25%) of 273 samples, with a median viral load of 1·1 × 10-4 (IQR 3·2 × 10-5 to 8·0 × 10-4). CHIKV was detected in 30 (11%) of 273 samples, with median viral loads of 3·1 × 10-4 (1·6 × 10-4 to 6·4 × 10-4; nsP1 gene) and 7·8 × 10-4 (4·2 × 10-4 to 2·0 × 10-³; E1 gene). The pattern of occurrence of CHIKV was similar between regions whereas slight differences were found for DENV. When combining results for the three studied regions, DENV prevalence and viral load had two seasonal peaks (summer and winter) and CHIKV prevalence and viral load had a single peak during March and April of 2023. INTERPRETATION This study highlights the potential of WBS as a potent tool for gauging the epidemiological landscape of DENV and CHIKV in Portugal, where autochthonous cases have not yet been detected. WBS could serve as an additional element to conventional surveillance approaches, especially in areas where real-time clinical surveillance data are scarce or delayed. FUNDING EU Emergency Support Instrument and Fundação para a Ciencia e Tecnologia.
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Affiliation(s)
- Sílvia Monteiro
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Civil Engineering Research and Innovation for Sustainability, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Department of Nuclear Sciences and Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
| | - Raquel Pimenta
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| | - Filipa Nunes
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| | - Mónica V Cunha
- Centre for Ecology, Evolution and Environmental Changes and CHANGE Institute for Global Change and Sustainability, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal; Biosystems and Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
| | - Ricardo Santos
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Civil Engineering Research and Innovation for Sustainability, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Department of Nuclear Sciences and Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
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Vita S, Lalle E, Caputi P, Faraglia F, D'Abramo A, Bordi L, De Carli G, Sberna G, Giancola ML, Maffongelli G, Mija C, Antinori A, Cicalini S, Maggi F, Girardi E, Vairo F, Nicastri E. Dengue fever as autochthonous infectious disease in Italy: Epidemiological, clinical and virological characteristics. Travel Med Infect Dis 2024; 62:102762. [PMID: 39306188 DOI: 10.1016/j.tmaid.2024.102762] [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: 04/17/2024] [Revised: 09/16/2024] [Accepted: 09/18/2024] [Indexed: 09/25/2024]
Abstract
BACKGROUND Since August to November 2023, 82 cases of autochthonous or non-travel related Dengue virus (DENV) infection have been reported in Italy, highlighting a concerning trend of local transmission. We describe the clinical and laboratory findings of 10 autochthonous DENV in the metropolitan area of Rome admitted to the Lazzaro Spallanzani National Institute for Infectious Diseases. METHOD AND RESULTS Ten patients (3 males, 7 females; median age: 51) with classic dengue fever symptoms were admitted between August and November 2023. Laboratory tests confirmed dengue infection through DENV non-structural protein 1 and/or immunoglobulins (IgM/IgG) positive tests, moreover leukopenia, thrombocytopenia, elevated transaminases were detected. A subset of patients underwent extensive biological sampling, including real-time RT-PCR and immunofluorescence, to monitor DENV-RNA and antibody levels over 30 days. DENV-1 was detected in 8 patients and DENV-3 in 2. Upon admission specific IgM antibodies were found in 7 patients while IgG antibodies in 4 patients. DENV RNA was consistently detected in blood within the first 8 days but was less common in saliva and urine. No DENV RNA was detected after day 24. CONCLUSION These findings contribute to the understanding of the clinical course of DENV infection in a non-endemic setting as integrated epidemiological and clinical model to increase syndromic surveillance and timely diagnosis of DENV infections.
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Affiliation(s)
- Serena Vita
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Eleonora Lalle
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Priscilla Caputi
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Francesca Faraglia
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Alessandra D'Abramo
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy.
| | - Licia Bordi
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Gabriella De Carli
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Giuseppe Sberna
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Maria Letizia Giancola
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Gaetano Maffongelli
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Cosmina Mija
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Andrea Antinori
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Stefania Cicalini
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Fabrizio Maggi
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Enrico Girardi
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Francesco Vairo
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
| | - Emanuele Nicastri
- National Institute for Infectious Diseases 'Lazzaro Spallanzani' IRCCS, Via Portuense, 292, Rome, 00149, Italy
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Liu Y, Smith WJ, Gebrewold M, Simpson SL, Wang X, Ahmed W. Development of a triplex RT-qPCR assay for simultaneous quantification of Japanese encephalitis, Murray Valley encephalitis, and West Nile viruses for environmental surveillance. Microbiol Spectr 2024; 12:e0136424. [PMID: 39162492 PMCID: PMC11448262 DOI: 10.1128/spectrum.01364-24] [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: 06/05/2024] [Accepted: 07/08/2024] [Indexed: 08/21/2024] Open
Abstract
The co-circulation of mosquito-borne Japanese encephalitis virus (JEV), Murray Valley encephalitis virus (MVEV), and West Nile virus (WNV) has impacted human and animal health in multiple countries worldwide. To facilitate early warnings and surveillance of the presence of these viral infectious agents in the environment, a triplex reverse transcription-quantitative PCR (RT-qPCR) was developed for simultaneous quantification of JEV, MVEV, and WNV in potential hotspots such as piggery and urban wastewater and environmental water samples. The performance of the developed triplex RT-qPCR assay was compared with that of simplex counterparts, all using the same primer and probe sequences. The quantifiable results showed a concordance rate of 93.9%-100% (Cohen's kappa) between the triplex and simplex assays. The mean concentrations of exogenous JEV, MVEV, and WNV using the triplex and simplex RT-qPCR assays were remarkably similar in piggery/urban wastewater and environmental water samples. However, the impacts of the matrix effects (i.e., sample composition and PCR inhibition) of environmental water samples on the accurate quantification of these viruses need to be considered. Taken together, this newly developed triplex RT-qPCR assay of JEV, MVEV, and WNV will allow for a more rapid and cost-efficient sample analysis and data interpretation. The application of the triplex assay for environmental surveillance may be a valuable tool to complement the existing disease and mosquito surveillance approaches used to safeguard the health of both humans and animals.IMPORTANCEThe co-circulation of mosquito-borne Japanese encephalitis virus (JEV), Murray Valley encephalitis virus (MVEV), and West Nile virus (WNV) poses significant threats to human and animal health globally. In this study, a triplex RT-qPCR assay was developed for simultaneous quantification of these viruses in wastewater and environmental water samples. Results demonstrated high concordance and sensitivity of the newly developed triplex RT-qPCR assay compared to simplex assays, indicating its efficacy for environmental surveillance. This cost-effective and rapid assay offers a vital tool for timely monitoring of mosquito-borne viruses in environmental samples, enhancing our ability to mitigate potential outbreaks and safeguard public health.
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MESH Headings
- West Nile virus/genetics
- West Nile virus/isolation & purification
- Animals
- Environmental Monitoring/methods
- Encephalitis Virus, Japanese/genetics
- Encephalitis Virus, Japanese/isolation & purification
- Humans
- West Nile Fever/virology
- West Nile Fever/diagnosis
- Encephalitis Virus, Murray Valley/genetics
- Encephalitis Virus, Murray Valley/isolation & purification
- Encephalitis, Japanese/virology
- Encephalitis, Japanese/diagnosis
- Encephalitis, Japanese/veterinary
- Encephalitis, Japanese/epidemiology
- Wastewater/virology
- Real-Time Polymerase Chain Reaction/methods
- RNA, Viral/genetics
- RNA, Viral/isolation & purification
- Multiplex Polymerase Chain Reaction/methods
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Affiliation(s)
- Yawen Liu
- State Key Laboratory of Marine Environmental Science, College of the Environment & Ecology, Xiamen University, Xiamen, China
- CSIRO Environment, Ecosciences Precinct, Dutton Park, Queensland, Australia
| | - Wendy J Smith
- CSIRO Environment, Ecosciences Precinct, Dutton Park, Queensland, Australia
| | | | - Stuart L Simpson
- CSIRO Environment, Ecosciences Precinct, Dutton Park, Queensland, Australia
| | - Xinhong Wang
- State Key Laboratory of Marine Environmental Science, College of the Environment & Ecology, Xiamen University, Xiamen, China
| | - Warish Ahmed
- CSIRO Environment, Ecosciences Precinct, Dutton Park, Queensland, Australia
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Girón‐Guzmán I, Sánchez G, Pérez‐Cataluña A. Tracking epidemic viruses in wastewaters. Microb Biotechnol 2024; 17:e70020. [PMID: 39382399 PMCID: PMC11462645 DOI: 10.1111/1751-7915.70020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 09/13/2024] [Indexed: 10/10/2024] Open
Abstract
Classical epidemiology relies on incidence, mortality rates, and clinical data from individual testing, which can be challenging for many countries. Therefore, innovative, flexible, cost-effective, and scalable surveillance techniques are needed. Wastewater-based epidemiology (WBE) has emerged as a highly powerful tool in this regard. WBE analyses substances excreted in human fluids and faeces that enter the sewer system. This approach provides insights into community health status and lifestyle habits. WBE serves as an early warning system for viral surveillance, detecting the emergence of new pathogens, changes in incidence rates, identifying future trends, studying outbreaks, and informing the performance of action plans. While WBE has long been used to study different viruses such as poliovirus and norovirus, its implementation has surged due to the pandemic caused by the Severe Acute Respiratory Syndrome Coronavirus 2. This has led to the establishment of wastewater surveillance programmes at international, national, and community levels, many of which remain operational. Furthermore, WBE is increasingly applied to study other pathogens, including antibiotic resistance bacteria, parasites, fungi, and emerging viruses, with new methodologies being developed. Consequently, the primary focus now is on creating international frameworks to enhance states' preparedness against future health risks. However, there remains considerable work to be done, particularly in integrating the principles of One Health into epidemiological surveillance to acknowledge the interconnectedness of humans, animals, and the environment in pathogen transmission. Thus, a broader approach to analysing the three pillars of One Health must be developed, transitioning from WBE to wastewater and environmental surveillance, and establishing this approach as a routine practice in public health.
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Affiliation(s)
- Inés Girón‐Guzmán
- Environmental Virology and Food Sefety Lab (VISAFELab), Institute of Agrochemistry and Food Technology, IATA‐CSICPaternaValenciaSpain
| | - Gloria Sánchez
- Environmental Virology and Food Sefety Lab (VISAFELab), Institute of Agrochemistry and Food Technology, IATA‐CSICPaternaValenciaSpain
| | - Alba Pérez‐Cataluña
- Environmental Virology and Food Sefety Lab (VISAFELab), Institute of Agrochemistry and Food Technology, IATA‐CSICPaternaValenciaSpain
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Calabria de Araujo J, Carvalho APA, Leal CD, Natividade M, Borin M, Guerra A, Carobin N, Sabino A, Almada M, Costa MCM, Saia F, Frutuoso LV, Iani FCM, Adelino T, Fonseca V, Giovanetti M, Alcantara LCJ. Detection of Multiple Human Viruses, including Mpox, Using a Wastewater Surveillance Approach in Brazil. Pathogens 2024; 13:589. [PMID: 39057816 PMCID: PMC11279579 DOI: 10.3390/pathogens13070589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/08/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024] Open
Abstract
Sewage surveillance can be used as an effective complementary tool for detecting pathogens in local communities, providing insights into emerging threats and aiding in the monitoring of outbreaks. In this study using qPCR and whole genomic sewage surveillance, we detected the Mpox virus along with other viruses, in municipal and hospital wastewaters in Belo Horizonte, Brazil over a 9-month period (from July 2022 until March 2023). MPXV DNA detection rates varied in our study, with 19.6% (11 out of 56 samples) detected through the hybrid capture method of whole-genome sequencing and 20% (12 out of 60 samples) through qPCR. In hospital wastewaters, the detection rate was higher, at 40% (12 out of 30 samples) compared to 13.3% (4 out of 30 samples) in municipal wastewaters. This variation could be attributed to the relatively low number of MPXV cases reported in the city, which ranged from 106 to 341 cases during the study period, and the dilution effects, given that each of the two wastewater treatment plants (WWTP) investigated serves approximately 1.1 million inhabitants. Additionally, nine other virus families were identified in both hospitals and municipal wastewaters, including Adenoviridade, Astroviridae, Caliciviridae, Picornaviridade, Polyomaviridae, Coronaviridae (which includes SARS-CoV-2), Herspesviridae, Papillomaviridae and Flaviviridae (notably including Dengue). These findings underscore the potential of genomic sewage surveillance as a robust public health tool for monitoring a wide range of viruses circulating in both community and hospitals environments, including MPXV.
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Affiliation(s)
- Juliana Calabria de Araujo
- Department of Sanitary and Environmental Engineering, School of Engineering, Universidade Federal de Minas Gerais—UFMG, Belo Horizonte 31270901, Brazil
| | - Ana Paula Assad Carvalho
- Department of Sanitary and Environmental Engineering, School of Engineering, Universidade Federal de Minas Gerais—UFMG, Belo Horizonte 31270901, Brazil
| | - Cintia D. Leal
- Department of Sanitary and Environmental Engineering, School of Engineering, Universidade Federal de Minas Gerais—UFMG, Belo Horizonte 31270901, Brazil
| | - Manuelle Natividade
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte 31270901, Brazil
| | - Marcus Borin
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte 31270901, Brazil
| | - Augusto Guerra
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte 31270901, Brazil
| | - Natália Carobin
- Clinical and Toxicological Analysis Department, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte 31270901, Brazil
| | - Adriano Sabino
- Clinical and Toxicological Analysis Department, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte 31270901, Brazil
| | - Mariana Almada
- Centro Federal de Educação Tecnológica—CEFET-MG, Belo Horizonte 30421169, Brazil
| | | | - Flavia Saia
- Department of Marine Sciences, Marine Institute, Universidade Federal de São Paulo—UNIFESP, Baixada Santista 11070100, Brazil
| | - Livia V. Frutuoso
- General Coordination of Arbovirus Surveillance, Department of Health and Environmental Surveillance, Ministry of Health, Brasília 70304000, Brazil
| | - Felipe C. M. Iani
- Central Public Health Laboratory, Fundação Ezequiel Dias, Belo Horizonte 30510010, Brazil; (F.C.M.I.); (T.A.)
| | - Talita Adelino
- Central Public Health Laboratory, Fundação Ezequiel Dias, Belo Horizonte 30510010, Brazil; (F.C.M.I.); (T.A.)
| | - Vagner Fonseca
- Coordination of Surveillance, Emergency Preparedness and Response (PHE), Pan American Health Organization/World Health Organization (PAHO/WHO), Pan-Americana da Saúde/Organização Mundial da Saúde (OPAS/OMS), Brasilia 70312970, Brazil;
| | - Marta Giovanetti
- Department of Sciences and Technologies for Sustainable Development and One Health, Universita Campus Bio-Medico di, 00128 Roma, Italy;
- René Rachou Institute, Fundação Oswaldo Cruz, Belo Horizonte 30190001, Brazil;
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Carmo dos Santos M, Cerqueira Silva AC, dos Reis Teixeira C, Pinheiro Macedo Prazeres F, Fernandes dos Santos R, de Araújo Rolo C, de Souza Santos E, Santos da Fonseca M, Oliveira Valente C, Saraiva Hodel KV, Moraes dos Santos Fonseca L, Sampaio Dotto Fiuza B, de Freitas Bueno R, Bittencourt de Andrade J, Aparecida Souza Machado B. Wastewater surveillance for viral pathogens: A tool for public health. Heliyon 2024; 10:e33873. [PMID: 39071684 PMCID: PMC11279281 DOI: 10.1016/j.heliyon.2024.e33873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 06/03/2024] [Accepted: 06/28/2024] [Indexed: 07/30/2024] Open
Abstract
A focus on water quality has intensified globally, considering its critical role in sustaining life and ecosystems. Wastewater, reflecting societal development, profoundly impacts public health. Wastewater-based epidemiology (WBE) has emerged as a surveillance tool for detecting outbreaks early, monitoring infectious disease trends, and providing real-time insights, particularly in vulnerable communities. WBE aids in tracking pathogens, including viruses, in sewage, offering a comprehensive understanding of community health and lifestyle habits. With the rise in global COVID-19 cases, WBE has gained prominence, aiding in monitoring SARS-CoV-2 levels worldwide. Despite advancements in water treatment, poorly treated wastewater discharge remains a threat, amplifying the spread of water-, sanitation-, and hygiene (WaSH)-related diseases. WBE, serving as complementary surveillance, is pivotal for monitoring community-level viral infections. However, there is untapped potential for WBE to expand its role in public health surveillance. This review emphasizes the importance of WBE in understanding the link between viral surveillance in wastewater and public health, highlighting the need for its further integration into public health management.
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Affiliation(s)
- Matheus Carmo dos Santos
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Ana Clara Cerqueira Silva
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Carine dos Reis Teixeira
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Filipe Pinheiro Macedo Prazeres
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Rosângela Fernandes dos Santos
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Carolina de Araújo Rolo
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Emanuelle de Souza Santos
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Maísa Santos da Fonseca
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Camila Oliveira Valente
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Katharine Valéria Saraiva Hodel
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Larissa Moraes dos Santos Fonseca
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Bianca Sampaio Dotto Fiuza
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
| | - Rodrigo de Freitas Bueno
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil
| | - Jailson Bittencourt de Andrade
- University Center SENAI CIMATEC, SENAI CIMATEC, Salvador, 41650-010, Bahia, Brazil
- Centro Interdisciplinar de Energia e Ambiente – CIEnAm, Federal University of Bahia, Salvador, 40170-115, Brazil
| | - Bruna Aparecida Souza Machado
- SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), SENAI CI-MATEC, Salvador, 41650-010, Bahia, Brazil
- University Center SENAI CIMATEC, SENAI CIMATEC, Salvador, 41650-010, Bahia, Brazil
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11
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Ahmed W, Liu Y, Smith W, Ingall W, Belby M, Bivins A, Bertsch P, Williams DT, Richards K, Simpson S. Leveraging wastewater surveillance to detect viral diseases in livestock settings. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 931:172593. [PMID: 38642765 DOI: 10.1016/j.scitotenv.2024.172593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/14/2024] [Accepted: 04/17/2024] [Indexed: 04/22/2024]
Abstract
Wastewater surveillance has evolved into a powerful tool for monitoring public health-relevant analytes. Recent applications in tracking severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection highlight its potential. Beyond humans, it can be extended to livestock settings where there is increasing demand for livestock products, posing risks of disease emergence. Wastewater surveillance may offer non-invasive, cost-effective means to detect potential outbreaks among animals. This approach aligns with the "One Health" paradigm, emphasizing the interconnectedness of animal, human, and ecosystem health. By monitoring viruses in livestock wastewater, early detection, prevention, and control strategies can be employed, safeguarding both animal and human health, economic stability, and international trade. This integrated "One Health" approach enhances collaboration and a comprehensive understanding of disease dynamics, supporting proactive measures in the Anthropocene era where animal and human diseases are on the rise.
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Affiliation(s)
- Warish Ahmed
- CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia.
| | - Yawen Liu
- CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia; State Key Laboratory of Marine Environmental Science, College of the Environment & Ecology, Xiamen University, Xiamen 361102, China
| | - Wendy Smith
- CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia
| | - Wayne Ingall
- Wide Bay Public Health Unit, 14 Branyan Street, Bundaberg, West Qld 4670, Australia
| | - Michael Belby
- Wide Bay Public Health Unit, 14 Branyan Street, Bundaberg, West Qld 4670, Australia
| | - Aaron Bivins
- Department of Civil & Environmental Engineering, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Paul Bertsch
- CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia
| | - David T Williams
- CSIRO Australian Centre for Disease Preparedness, 5 Portarlington Road, Geelong, VIC 3220, Australia
| | - Kirsty Richards
- SunPork Group, 1/6 Eagleview Place, Eagle Farm, QLD 4009, Australia
| | - Stuart Simpson
- CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia
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12
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Hamilton KA, Wade MJ, Barnes KG, Street RA, Paterson S. Wastewater-based epidemiology as a public health resource in low- and middle-income settings. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 351:124045. [PMID: 38677460 DOI: 10.1016/j.envpol.2024.124045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 02/14/2024] [Accepted: 04/23/2024] [Indexed: 04/29/2024]
Abstract
In the face of emerging and re-emerging diseases, novel and innovative approaches to population scale surveillance are necessary for the early detection and quantification of pathogens. The last decade has seen the rapid development of wastewater and environmental surveillance (WES) to address public health challenges, which has led to establishment of wastewater-based epidemiology (WBE) approaches being deployed to monitor a range of health hazards. WBE exploits the fact that excretions and secretions from urine, and from the gut are discharged in wastewater, particularly sewage, such that sampling sewage systems provides an early warning system for disease outbreaks by providing an early indication of pathogen circulation. While WBE has been mainly used in locations with networked wastewater systems, here we consider its value for less connected populations typical of lower-income settings, and in assess the opportunity afforded by pit latrines to sample communities and localities. We propose that where populations struggle to access health and diagnostic facilities, and despite several additional challenges, sampling unconnected wastewater systems remains an important means to monitor the health of large populations in a relatively cost-effective manner.
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Affiliation(s)
- K A Hamilton
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom; International Livestock Research Institute, Nairobi, Kenya, PO Box 30709-00100.
| | - M J Wade
- Data, Analytics & Surveillance Group, UK Health Security Agency, London United Kingdom
| | - K G Barnes
- Malawi-Liverpool-Wellcome Programme (MLW), Blantyre, Malawi; Harvard School of Public Health, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - R A Street
- South African Medical Research Council, Cape Town, Western Cape, South Africa
| | - S Paterson
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
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13
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Han X, Song D, Xu W, Lu L, Zhu A, Long F. CRISPR/Cas12a powered air-displacement enhanced evanescent wave fluorescence fiber-embedded microfluidic biochip for nucleic acid amplification-free detection of Escherichia coli O157:H7. JOURNAL OF HAZARDOUS MATERIALS 2024; 469:134037. [PMID: 38521032 DOI: 10.1016/j.jhazmat.2024.134037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/02/2024] [Accepted: 03/12/2024] [Indexed: 03/25/2024]
Abstract
Simple yet ultrasensitive and contamination-free quantification of environmental pathogenic bacteria is in high demand. In this study, we present a portable clustered regularly interspaced short palindromic repeats-associated protein 12a (CRISPR/Cas12a) powered Air-displacement enhanced Evanescent wave fluorescence Fiber-embedded microfluidic Biochip (AEFB) for the high-frequency and nucleic acid amplification-free ultrasensitive detection of Escherichia coli O157:H7. The performance of AEFB was dramatically enhanced upon employing a simple air-solution displacement process. Theoretical assays demonstrated that air-solution displacement significantly enhances evanescent wave field intensity on the fiber biosensor surface and increases the V-number in tapered fiber biosensors. Consequently, light-matter interaction is strengthened, and fluorescence coupling and collection efficiency are improved, considerably enhancing sensitivity. By integrating the CRISPR biosensing mechanism, AEFB facilitated rapid, accurate, nucleic acid amplification-free detection of E.coli O157:H7 with polymerase chain reaction (PCR)-level sensitivity (176 cfu/mL). To validate its practicality, AEFB was used to detect E.coli O157:H7 in surface water and wastewater. Comparison with RT-PCR showed a strong linear relationship (R2 = 0.9871), indicating the excellent accuracy and reliability of this technology in real applications. AEFB is highly versatile and can be easily extended to detect other pathogenic bacteria, which will significantly promote the high-frequency assessment and early-warning of bacterial contamination in aquatic environments.
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Affiliation(s)
- Xiangzhi Han
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China
| | - Dan Song
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China
| | - Wenjuan Xu
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China
| | - Laiya Lu
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China; State Key Laboratory of NBC Protection for Civilian, Beijing 102205, China
| | - Anna Zhu
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China; State Key Laboratory of NBC Protection for Civilian, Beijing 102205, China
| | - Feng Long
- School of Environment and Natural Resources, Renmin University of China, Beijing 100872, China.
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14
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Wong JCC, Tay M, Hapuarachchi HC, Lee B, Yeo G, Maliki D, Lee W, Mohamed Suhaimi NA, Chio K, Tan WCH, Ng LC. Case report: Zika surveillance complemented with wastewater and mosquito testing. EBioMedicine 2024; 101:105020. [PMID: 38387403 PMCID: PMC10897811 DOI: 10.1016/j.ebiom.2024.105020] [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: 07/18/2023] [Revised: 02/04/2024] [Accepted: 02/04/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND In June 2023, a local cluster of 15 Zika cases was reported in a neighbourhood in Northeastern Singapore. The last significant local transmission of Zika virus (ZIKV) with more than 450 cases was in 2016-2017. To monitor the situation and mitigate further transmission, case, entomological and wastewater-based surveillance were carried out. METHODS Primary healthcare practitioners and the community were alerted to encourage timely case identification. Surveillance was enhanced through testing of Aedes mosquitoes collected from the National Gravitrap surveillance system, and wastewater samples were collected from a network of autosamplers deployed at manholes across the country. FINDINGS ZIKV RNA was detected in mosquito pools (3/43; 7%) and individual mosquitoes (3/82; 3.7%) captured, and in wastewater samples (13/503) collected from the vicinity of the cluster of cases. Respective samples collected from other sites across the country were negative. The peak detection of ZIKV RNA in mosquitoes and wastewater coincided temporally with the peak in the number of cases in the area (15-25 May 2023). INTERPRETATION The restriction of ZIKV signals from wastewater and mosquitoes within the neighbourhood suggested limited ZIKV transmission. The subsequent waning of signals suggested effectiveness of control measures. We demonstrate the utility of wastewater-based surveillance of ZIKV, which complements existing case- and entomological-based surveillance. The non-intrusive approach is particularly useful to monitor diseases such as Zika, which generally causes silent or mild infections, but may cause severe outcomes such as congenital Zika syndrome. FUNDING This study was funded by Singapore's Ministry of Finance and the National Environment Agency, Singapore.
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Affiliation(s)
| | - Martin Tay
- Environmental Health Institute, National Environment Agency, Singapore
| | | | - Benjamin Lee
- Environmental Health Institute, National Environment Agency, Singapore
| | - Gladys Yeo
- Environmental Health Institute, National Environment Agency, Singapore
| | | | - Winston Lee
- Environmental Health Institute, National Environment Agency, Singapore
| | | | - Kaiyun Chio
- Environmental Public Health Operations Group, National Environment Agency, Singapore
| | | | - Lee Ching Ng
- Environmental Health Institute, National Environment Agency, Singapore; School of Biological Sciences, Nanyang Technological University, Singapore
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15
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Sievers BL, Siegers JY, Cadènes JM, Hyder S, Sparaciari FE, Claes F, Firth C, Horwood PF, Karlsson EA. "Smart markets": harnessing the potential of new technologies for endemic and emerging infectious disease surveillance in traditional food markets. J Virol 2024; 98:e0168323. [PMID: 38226809 PMCID: PMC10878043 DOI: 10.1128/jvi.01683-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024] Open
Abstract
Emerging and endemic zoonotic diseases continue to threaten human and animal health, our social fabric, and the global economy. Zoonoses frequently emerge from congregate interfaces where multiple animal species and humans coexist, including farms and markets. Traditional food markets are widespread across the globe and create an interface where domestic and wild animals interact among themselves and with humans, increasing the risk of pathogen spillover. Despite decades of evidence linking markets to disease outbreaks across the world, there remains a striking lack of pathogen surveillance programs that can relay timely, cost-effective, and actionable information to decision-makers to protect human and animal health. However, the strategic incorporation of environmental surveillance systems in markets coupled with novel pathogen detection strategies can create an early warning system capable of alerting us to the risk of outbreaks before they happen. Here, we explore the concept of "smart" markets that utilize continuous surveillance systems to monitor the emergence of zoonotic pathogens with spillover potential.IMPORTANCEFast detection and rapid intervention are crucial to mitigate risks of pathogen emergence, spillover and spread-every second counts. However, comprehensive, active, longitudinal surveillance systems at high-risk interfaces that provide real-time data for action remain lacking. This paper proposes "smart market" systems harnessing cutting-edge tools and a range of sampling techniques, including wastewater and air collection, multiplex assays, and metagenomic sequencing. Coupled with robust response pathways, these systems could better enable Early Warning and bolster prevention efforts.
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Affiliation(s)
- Benjamin L. Sievers
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jurre Y. Siegers
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Jimmy M. Cadènes
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
- Paris Institute of Technology for Life, Food and Environmental Sciences, AgroParisTech, Palaiseau, France
| | - Sudipta Hyder
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
- Division of Infectious Disease, Columbia University Irving Medical Center, New York, New York, USA
| | - Frida E. Sparaciari
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
| | - Filip Claes
- Emergency Centre for Transboundary Animal Diseases, Food and Agriculture Organization of the United Nations, Asia Pacific Region, Bangkok, Thailand
- EcoHealth Alliance, New York, New York, USA
| | - Cadhla Firth
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- EcoHealth Alliance, New York, New York, USA
| | - Paul F. Horwood
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- CANARIES: Consortium of Animal Networks to Assess Risk of Emerging Infectious Diseases through Enhanced Surveillance
| | - Erik A. Karlsson
- Virology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
- CANARIES: Consortium of Animal Networks to Assess Risk of Emerging Infectious Diseases through Enhanced Surveillance
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16
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Cohen A, Vikesland P, Pruden A, Krometis LA, Lee LM, Darling A, Yancey M, Helmick M, Singh R, Gonzalez R, Meit M, Degen M, Taniuchi M. Making waves: The benefits and challenges of responsibly implementing wastewater-based surveillance for rural communities. WATER RESEARCH 2024; 250:121095. [PMID: 38181645 DOI: 10.1016/j.watres.2023.121095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 12/08/2023] [Accepted: 12/29/2023] [Indexed: 01/07/2024]
Abstract
The sampling and analysis of sewage for pathogens and other biomarkers offers a powerful tool for monitoring and understanding community health trends and potentially predicting disease outbreaks. Since the early months of the COVID-19 pandemic, the use of wastewater-based testing for public health surveillance has increased markedly. However, these efforts have focused on urban and peri‑urban areas. In most rural regions of the world, healthcare service access is more limited than in urban areas, and rural public health agencies typically have less disease outcome surveillance data than their urban counterparts. The potential public health benefits of wastewater-based surveillance for rural communities are therefore substantial - though so too are the methodological and ethical challenges. For many rural communities, population dynamics and insufficient, aging, and inadequately maintained wastewater collection and treatment infrastructure present obstacles to the reliable and responsible implementation of wastewater-based surveillance. Practitioner observations and research findings indicate that for many rural systems, typical implementation approaches for wastewater-based surveillance will not yield sufficiently reliable or actionable results. We discuss key challenges and potential strategies to address them. However, to support and expand the implementation of responsible, reliable, and ethical wastewater-based surveillance for rural communities, best practice guidelines and standards are needed.
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Affiliation(s)
- Alasdair Cohen
- Department of Population Health Sciences, Virginia Tech, Blacksburg, VA 24061, USA; Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061, USA.
| | - Peter Vikesland
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Amy Pruden
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Leigh-Anne Krometis
- Department of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Lisa M Lee
- Department of Population Health Sciences, Virginia Tech, Blacksburg, VA 24061, USA; Division of Scholarly Integrity and Research Compliance, Virginia Tech, Blacksburg, VA 24061, USA
| | - Amanda Darling
- Department of Population Health Sciences, Virginia Tech, Blacksburg, VA 24061, USA; Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Michelle Yancey
- Virginia Department of Health, Office of Environmental Health Services, Richmond, VA 23219, USA
| | - Meagan Helmick
- Virginia Department of Health, Mount Rogers Health District, Marion, VA 24354, USA
| | - Rekha Singh
- Virginia Department of Health, Office of Environmental Health Services, Richmond, VA 23219, USA; Department of Civil and Environmental Engineering, Old Dominion University, Norfolk, VA 23529, USA
| | - Raul Gonzalez
- Hampton Roads Sanitation District, Virginia Beach, VA 23455, USA
| | - Michael Meit
- Center for Rural Health Research, East Tennessee State University, Johnson City, TN 37614, USA
| | - Marcia Degen
- Virginia Department of Health, Office of Environmental Health Services, Richmond, VA 23219, USA
| | - Mami Taniuchi
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA; Department of Civil and Environmental Engineering, University of Virginia, Charlottesville, VA 22908, USA; Department of Medicine, Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA 22908, USA
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17
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Turner EA, Christofferson RC. Exploring the transmission modalities of Bunyamwera virus. Exp Biol Med (Maywood) 2024; 249:10114. [PMID: 38510492 PMCID: PMC10954195 DOI: 10.3389/ebm.2024.10114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 12/11/2023] [Indexed: 03/22/2024] Open
Abstract
Bunyamwera virus (BUNV) (Bunyamwera orthobunyavirus) has been found in Sub-Saharan Africa and demonstrated recently as cocirculating with Rift Valley Fever Virus (RVFV). Little is known regarding the breadth of transmission modalities of Bunyamwera. Given its co-occurence with RVFV, we hypothesized the transmission system of BUNV shared similarities to the RVFV system including transmission by Ae. aegypti mosquitoes and environmentally mediated transmission through fomites and environmental contamination. We exposed Ae. aegypti mosquitoes to BUNV and evaluated their ability to transmit both vertically and horizontally. Further, we investigated the potential for a novel transmission modality via environmental contamination. We found that the LSU colony of Ae. aegypti was not competent for the virus for either horizontal or vertical transmission; but, 20% of larva exposed to virus via contaminated aquatic habitat were positive. However, transstadial clearance of the virus was absolute. Finally, under simulated temperature conditions that matched peak transmission in Rwanda, we found that BUNV was stable in both whole blood and serum for up to 28 days at higher total volume in tubes at moderate quantities (103-5 genome copies/mL). In addition, infectiousness of these samples was demonstrated in 80% of the replicates. At lower volume samples (in plates), infectiousness was retained out to 6-8 days with a maximum infectious titer of 104 PFU/mL. Thus, the potential for contamination of the environment and/or transmission via contaminated fomites exists. Our findings have implications for biosafety and infection control, especially in the context of food animal production.
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18
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Fanok S, Monis PT, Keegan AR, King BJ. The detection of Japanese encephalitis virus in municipal wastewater during an acute disease outbreak. J Appl Microbiol 2023; 134:lxad275. [PMID: 37977849 DOI: 10.1093/jambio/lxad275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/08/2023] [Accepted: 11/15/2023] [Indexed: 11/19/2023]
Abstract
AIM To demonstrate the capability of wastewater-based surveillance (WBS) as a tool for detecting potential cases of Japanese Encephalitis Virus (JEV) infection in the community. METHODS AND RESULTS In this study, we explore the potential of WBS to detect cases of JEV infection by leveraging from an established SARS-CoV-2 wastewater surveillance program. We describe the use of two reverse transcriptase quantitative polymerase chain reaction (RTqPCR) assays targeting JEV to screen archived samples from two wastewater treatment plants (WWTPs). JEV was detected in wastewater samples collected during a timeframe coinciding with a cluster of acute human encephalitis cases, alongside concurrent evidence of JEV detection in mosquito surveillance and the sentinel chicken programs within South Australia's Riverland and Murraylands regions. CONCLUSIONS Current surveillance measures for JEV encounter multiple constraints, which may miss the early stages of JEV circulation or fail to capture the full extent of transmission. The detection of JEV in wastewater during a disease outbreak highlights the potential WBS has as a complementary layer to existing monitoring efforts forming part of the One Health approach required for optimal disease response and control.
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Affiliation(s)
- Stella Fanok
- South Australian Water Corporation, Adelaide 5001, SA, Australia
| | - Paul T Monis
- South Australian Water Corporation, Adelaide 5001, SA, Australia
| | | | - Brendon J King
- South Australian Water Corporation, Adelaide 5001, SA, Australia
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19
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Alex-Sanders N, Woodhall N, Farkas K, Scott G, Jones DL, Walker DI. Development and validation of a duplex RT-qPCR assay for norovirus quantification in wastewater samples. J Virol Methods 2023; 321:114804. [PMID: 37643662 DOI: 10.1016/j.jviromet.2023.114804] [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: 06/15/2023] [Revised: 08/21/2023] [Accepted: 08/26/2023] [Indexed: 08/31/2023]
Abstract
Norovirus (NoV) is a highly contagious enteric virus that causes widespread outbreaks and a substantial number of deaths across communities. As clinical surveillance is often insufficient, wastewater-based epidemiology (WBE) may provide novel pathways of tracking outbreaks. To utilise WBE, it is important to use accurate and sensitive methods for viral quantification. In this study, we developed a one-step duplex RT-qPCR assay to simultaneously test the two main human pathogenic NoV genogroups, GI and GII, in wastewater samples. The assay had low limits of detection (LOD), namely 0.52 genome copies (gc)/µl for NoVGI and 1.37 gc/µl for NoVGII. No significant concentration-dependent interactions were noted for both NoVGI and for NoVGII when the two targets were mixed at different concentrations in the samples. When tested on wastewater-derived RNA eluents, no significant difference between duplex and singleplex concentrations were found for either target. Low levels of inhibition (up to 32 %) were noted due to organic matter present in the wastewater extracts. From these results we argue that the duplex RT-qPCR assay developed enables the sensitive detection of both NoVGI and NoVGII in wastewater-derived RNA eluents, in a time and cost-effective way and may be used for surveillance to monitor public and environmental health.
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Affiliation(s)
| | - Nick Woodhall
- School of Natural Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
| | - Kata Farkas
- School of Natural Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
| | - George Scott
- Centre for Environment, Fisheries and Aquaculture Science, Weymouth, Dorset, UK
| | - Davey L Jones
- School of Natural Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK; Food Futures Institute, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia
| | - David I Walker
- Centre for Environment, Fisheries and Aquaculture Science, Weymouth, Dorset, UK
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20
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Diamond MB, Yee E, Bhinge M, Scarpino SV. Wastewater surveillance facilitates climate change-resilient pathogen monitoring. Sci Transl Med 2023; 15:eadi7831. [PMID: 37851828 DOI: 10.1126/scitranslmed.adi7831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
Traditional disease surveillance systems are ill-equipped to handle climate change-driven shifts in pathogen dynamics. If paired with wastewater surveillance, a cost-effective and scalable approach for generating high-resolution health data, such next-generation systems can enable effective resource allocation and delivery of targeted interventions.
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Affiliation(s)
| | | | | | - Samuel V Scarpino
- Department of Health Sciences Northeastern University, Boston, MA 02115, USA
- Santa Fe Institute, Santa Fe, NM 87501, USA
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21
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Chen W, Bibby K. Making waves: Establishing a modeling framework to evaluate novel targets for wastewater-based surveillance. WATER RESEARCH 2023; 245:120573. [PMID: 37688859 DOI: 10.1016/j.watres.2023.120573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 08/27/2023] [Accepted: 09/02/2023] [Indexed: 09/11/2023]
Abstract
Wastewater-based surveillance (WBS) monitoring of pathogens circulating within a community provides an improved understanding of the occurrence and spread of infectious diseases. However, the potential suitability of WBS for novel disease targets is unclear, including many emerging and neglected diseases. The current ad hoc approach of conducting wastewater detection experiments on novel disease targets to determine their suitability for WBS monitoring is resource intensive and may stall investment in this promising technology. In addition, detections, or non-detections, without the context of disease prevalence and shedding by infected individuals are difficult to interpret upon initial WBS target development. In this paper, we present a WBS feasibility analysis framework to identify which diseases are theoretically appropriate for WBS applications and to improve the initial interpretation of target detections. We then discuss five primary factors that influence the probability of detection in WBS monitoring - genome shedding rate, infection rate, per capita wastewater usage, process limit of detection (PLOD), and the number of PCR replicates. Clarifying the relationships between these factors and the likelihood of detection enhances quantitative insights into applying WBS, guiding researchers and stakeholders into mitigating inherent uncertainties of wastewater monitoring and subsequent improvements in WBS outcomes, thereby supporting future investment and expansion of WBS research, especially in novel disease targets.
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Affiliation(s)
- William Chen
- Department of Civil & Environmental Engineering & Earth Sciences, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, United States
| | - Kyle Bibby
- Department of Civil & Environmental Engineering & Earth Sciences, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, United States.
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22
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Maréchal V, Maday Y, Wallet C, Cluzel N, Borde C. Wastewater-based epidemiology: Retrospective, current status, and future prospects. Anaesth Crit Care Pain Med 2023; 42:101251. [PMID: 37236316 DOI: 10.1016/j.accpm.2023.101251] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 05/22/2023] [Indexed: 05/28/2023]
Affiliation(s)
- Vincent Maréchal
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, F-75012 Paris, France; Groupement d'Intérêt Scientifique OBEPINE.
| | - Yvon Maday
- Sorbonne Université, CNRS, Université de Paris Cité, Laboratoire Jacques-Louis Lions (LJLL), F-75005 Paris, France; Groupement d'Intérêt Scientifique OBEPINE
| | - Clémentine Wallet
- Université de Strasbourg, Unit 7292, DHPI, IUT Louis Pasteur, Schiltigheim, France; Groupement d'Intérêt Scientifique OBEPINE
| | - Nicolas Cluzel
- Sorbonne Université, Maison des Modélisations Ingénieries et Technologies (SUMMIT), 75005 Paris, France; Groupement d'Intérêt Scientifique OBEPINE
| | - Chloé Borde
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, F-75012 Paris, France; Groupement d'Intérêt Scientifique OBEPINE
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23
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Gentry Z, Zhao L, Faust RA, David RE, Norton J, Xagoraraki I. Wastewater surveillance beyond COVID-19: a ranking system for communicable disease testing in the tri-county Detroit area, Michigan, USA. Front Public Health 2023; 11:1178515. [PMID: 37333521 PMCID: PMC10272568 DOI: 10.3389/fpubh.2023.1178515] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/12/2023] [Indexed: 06/20/2023] Open
Abstract
Introduction Throughout the coronavirus disease 2019 (COVID-19) pandemic, wastewater surveillance has been utilized to monitor the disease in the United States through routine national, statewide, and regional monitoring projects. A significant canon of evidence was produced showing that wastewater surveillance is a credible and effective tool for disease monitoring. Hence, the application of wastewater surveillance can extend beyond monitoring SARS-CoV-2 to encompass a diverse range of emerging diseases. This article proposed a ranking system for prioritizing reportable communicable diseases (CDs) in the Tri-County Detroit Area (TCDA), Michigan, for future wastewater surveillance applications at the Great Lakes Water Authority's Water Reclamation Plant (GLWA's WRP). Methods The comprehensive CD wastewater surveillance ranking system (CDWSRank) was developed based on 6 binary and 6 quantitative parameters. The final ranking scores of CDs were computed by summing the multiplication products of weighting factors for each parameter, and then were sorted based on decreasing priority. Disease incidence data from 2014 to 2021 were collected for the TCDA. Disease incidence trends in the TCDA were endowed with higher weights, prioritizing the TCDA over the state of Michigan. Results Disparities in incidences of CDs were identified between the TCDA and state of Michigan, indicating epidemiological differences. Among 96 ranked CDs, some top ranked CDs did not present relatively high incidences but were prioritized, suggesting that such CDs require significant attention by wastewater surveillance practitioners, despite their relatively low incidences in the geographic area of interest. Appropriate wastewater sample concentration methods are summarized for the application of wastewater surveillance as per viral, bacterial, parasitic, and fungal pathogens. Discussion The CDWSRank system is one of the first of its kind to provide an empirical approach to prioritize CDs for wastewater surveillance, specifically in geographies served by centralized wastewater collection in the area of interest. The CDWSRank system provides a methodological tool and critical information that can help public health officials and policymakers allocate resources. It can be used to prioritize disease surveillance efforts and ensure that public health interventions are targeted at the most potentially urgent threats. The CDWSRank system can be easily adopted to geographical locations beyond the TCDA.
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Affiliation(s)
- Zachary Gentry
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, United States
| | - Liang Zhao
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, United States
| | | | - Randy E. David
- Wayne State University School of Medicine, Detroit, MI, United States
| | - John Norton
- Great Lakes Water Authority, Detroit, MI, United States
| | - Irene Xagoraraki
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, United States
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24
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Spurbeck RR, Catlin LA, Mukherjee C, Smith AK, Minard-Smith A. Analysis of metatranscriptomic methods to enable wastewater-based biosurveillance of all infectious diseases. Front Public Health 2023; 11:1145275. [PMID: 37033057 PMCID: PMC10073511 DOI: 10.3389/fpubh.2023.1145275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 02/27/2023] [Indexed: 04/11/2023] Open
Abstract
Introduction Wastewater-based surveillance emerged during the COVID-19 pandemic as an efficient way to quickly screen large populations, monitor infectious disease transmission over time, and identify whether more virulent strains are becoming more prevalent in the region without burdening the health care system with individualized testing. Ohio was one of the first states to implement wastewater monitoring through its Ohio Coronavirus Wastewater Monitoring Network (OCWMN), originally tracking the prevalence of COVID-19 by quantitative qPCR from over 67 sites across the state. The OCWMN evolved along with the pandemic to include sequencing the SARS-CoV-2 genome to assess variants of concern circulating within the population. As the pandemic wanes, networks such as OCWMN can be expanded to monitor other infectious diseases and outbreaks of interest to the health department to reduce the burden of communicable diseases. However, most surveillance still utilizes qPCR based diagnostic tests for individual pathogens, which is hard to scale for surveillance of multiple pathogens. Methods Here we have tested several genomic methods, both targeted and untargeted, for wastewater-based biosurveillance to find the most efficient procedure to detect and track trends in reportable infectious diseases and outbreaks of known pathogens as well as potentially novel pathogens or variants on the rise in our communities. RNA extracts from the OCWMN were provided weekly from 10 sites for 6 weeks. Total RNA was sequenced from the samples on the Illumina NextSeq and on the MinION to identify pathogens present. The MinION long read platform was also used to sequence SARS-CoV-2 with the goal of reducing the complexity of variant calling in mixed populations as occurs with short Illumina reads. Finally, a targeted hybridization approach was tested for compatibility with wastewater RNA samples. Results and discussion The data analyzed here provides a baseline assessment that demonstrates that wastewater is a rich resource for infectious disease epidemiology and identifies technology gaps and potential solutions to enable this resource to be used by public health laboratories to monitor the infectious disease landscape of the regions they serve.
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Affiliation(s)
- Rachel R. Spurbeck
- Health Business Unit, Drug Development and Precision Diagnostics Division, Life Sciences Research Business Line, Battelle Memorial Institute, Columbus, OH, United States
| | - Lindsay A. Catlin
- National Security Business Unit, Bioscience Center, CBRNE Business Line, Battelle Memorial Institute, Columbus, OH, United States
| | - Chiranjit Mukherjee
- Health Business Unit, Health Analytics Division, Health Outcomes and Biotechnology Solutions Business Line, Battelle Memorial Institute, Columbus, OH, United States
| | - Anthony K. Smith
- National Security Business Unit, Bioscience Center, CBRNE Business Line, Battelle Memorial Institute, Columbus, OH, United States
| | - Angela Minard-Smith
- Health Business Unit, Health Analytics Division, Health Outcomes and Biotechnology Solutions Business Line, Battelle Memorial Institute, Columbus, OH, United States
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25
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Prado T, Rey-Benito G, Miagostovich MP, Sato MIZ, Rajal VB, Filho CRM, Pereira AD, Barbosa MRF, Mannarino CF, da Silva AS. Wastewater-based epidemiology for preventing outbreaks and epidemics in Latin America - Lessons from the past and a look to the future. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 865:161210. [PMID: 36581294 DOI: 10.1016/j.scitotenv.2022.161210] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/05/2022] [Accepted: 12/22/2022] [Indexed: 06/17/2023]
Abstract
Wastewater-based epidemiology (WBE) is an approach with the potential to complement clinical surveillance systems. Using WBE, it is possible to carry out an early warning of a possible outbreak, monitor spatial and temporal trends of infectious diseases, produce real-time results and generate representative epidemiological information in a territory, especially in areas of social vulnerability. Despite the historical uses of this approach, particularly in the Global Polio Eradication Initiative, and for other pathogens, it was during the COVID-19 pandemic that occurred an exponential increase in environmental surveillance programs for SARS-CoV-2 in wastewater, with many experiences and developments in the field of public health using data for decision making and prioritizing actions to control the pandemic. In Latin America, WBE was applied in heterogeneous contexts and with emphasis on populations that present many socio-environmental inequalities, a condition shared by all Latin American countries. This manuscript addresses the concepts and applications of WBE in public health actions, as well as different experiences in Latin American countries, and discusses a model to implement this surveillance system at the local or national level. We emphasize the need to implement this sentinel surveillance system in countries that want to detect the early entry and spread of new pathogens and monitor outbreaks or epidemics of infectious agents in their territories as a complement of public health surveillance systems.
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Affiliation(s)
- Tatiana Prado
- Laboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Av. Brasil, 4365, Manguinhos, Rio de Janeiro, CEP 21040-360, Brazil.
| | - Gloria Rey-Benito
- Pan American Health Organization (PAHO/WHO), 525 23rd St NW, Washington, DC 20037, United States of America.
| | - Marize Pereira Miagostovich
- Laboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Av. Brasil, 4365, Manguinhos, Rio de Janeiro, CEP 21040-360, Brazil
| | - Maria Inês Zanoli Sato
- Department of Environmental Analysis, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo CEP 05459-900, Brazil
| | - Veronica Beatriz Rajal
- Instituto de Investigaciones para la Industria Química (INIQUI), Universidad Nacional de Salta (UNSa) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) and Facultad de Ingeniería, UNSa, Av. Bolivia 5150, Salta 4400, Argentina; Singapore Centre for Environmental Life Science Engineering (SCELSE), Nanyang Technological University, Singapore
| | - Cesar Rossas Mota Filho
- Department of Sanitary and Environmental Engineering, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais 31270-901, Brazil
| | - Alyne Duarte Pereira
- Department of Sanitary and Environmental Engineering, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais 31270-901, Brazil
| | - Mikaela Renata Funada Barbosa
- Department of Environmental Analysis, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo CEP 05459-900, Brazil
| | - Camille Ferreira Mannarino
- Sergio Arouca National School of Public Health, Oswaldo Cruz Foundation, Av. Brasil, 4365, Manguinhos, Rio de Janeiro, CEP 21040-360, Brazil
| | - Agnes Soares da Silva
- Pan American Health Organization (PAHO/WHO), 525 23rd St NW, Washington, DC 20037, United States of America.
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26
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Sangsanont J, Rattanakul S, Makkaew P, Precha N, Rukthanapitak P, Sresung M, Siri Y, Kitajima M, Takeda T, Haramoto E, Puenpa J, Wanlapakorn N, Poovorawan Y, Mongkolsuk S, Sirikanchana K. Wastewater monitoring in tourist cities as potential sentinel sites for near real-time dynamics of imported SARS-CoV-2 variants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 860:160317. [PMID: 36436629 PMCID: PMC9691270 DOI: 10.1016/j.scitotenv.2022.160317] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 10/29/2022] [Accepted: 11/16/2022] [Indexed: 05/05/2023]
Abstract
Wastewater-based epidemiology (WBE) complements the clinical surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants' distribution in populations. Many developed nations have established national and regional WBE systems; however, governance and budget constraints could be obstacles for low- and middle-income countries. An urgent need thus exists to identify hotspots to serve as sentinel sites for WBE. We hypothesized that representative wastewater treatment plants (WWTPs) in two international gateway cities, Bangkok and Phuket, Thailand, could be sentineled for SARS-CoV-2 and its variants to reflect the clinical distribution patterns at city level and serve as early indicators of new variants entering the country. Municipal wastewater samples (n = 132) were collected from eight representative municipal WWTPs in Bangkok and Phuket during 19 sampling events from October 2021 to March 2022, which were tested by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) using the US CDC N1 and N2 multiplex and variant (Alpha, Delta, and Omicron BA.1 and BA.2) singleplex assays. The variant detection ratios from Bangkok and Phuket followed similar trends to the national clinical testing data, and each variant's viral loads agreed with the daily new cases (3-d moving average). Omicron BA.1 was detected in Phuket wastewater prior to Bangkok, possibly due to Phuket's WWTPs serving tourist communities. We found that the Omicron BA.1 and BA.2 viral loads predominantly drove the SARS-CoV-2 resurgence. We also noted a shifting pattern in the Bangkok WBE from a 22-d early warning in early 2021 to a near real-time pattern in late 2021. The potential application of tourist hotspots for WBE to indicate the arrival of new variants and re-emerging or unprecedented infectious agents could support tourism-dependent economies by complementing the reduced clinical regulations while maintaining public health protection via wastewater surveillance.
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Affiliation(s)
- Jatuwat Sangsanont
- Department of Environmental Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; Water Science and Technology for Sustainable Environmental Research Group, Chulalongkorn University, Bangkok 10330, Thailand
| | - Surapong Rattanakul
- Department of Environmental Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok 10140, Thailand
| | - Prasert Makkaew
- Department of Environmental Health and Technology, School of Public Health, Walailak University, Nakhon Si Thammarat 80160, Thailand; One Health Research Center, Walailak University, Nakhon Si Thammarat 80160, Thailand
| | - Nopadol Precha
- Department of Environmental Health and Technology, School of Public Health, Walailak University, Nakhon Si Thammarat 80160, Thailand; One Health Research Center, Walailak University, Nakhon Si Thammarat 80160, Thailand
| | - Pratchaya Rukthanapitak
- Department of Environmental Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
| | - Montakarn Sresung
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Yadpiroon Siri
- Environmental, Safety Technology and Health Program, School of Public Health, Walailak University, Thaiburi, Thasala, Nakhon Si Thammarat 80160, Thailand
| | - Masaaki Kitajima
- Division of Environmental Engineering, Hokkaido University, Hokkaido 060-8628, Japan
| | - Tomoko Takeda
- Department of Earth and Planetary Science, The University of Tokyo, 113-0033, Japan
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, Yamanashi 400-8511, Japan
| | - Jiratchaya Puenpa
- Center of Excellence in Clinical Virology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Nasamon Wanlapakorn
- Center of Excellence in Clinical Virology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Yong Poovorawan
- Center of Excellence in Clinical Virology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Skorn Mongkolsuk
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, Bangkok 10210, Thailand; Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok 10400, Thailand
| | - Kwanrawee Sirikanchana
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, Bangkok 10210, Thailand; Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok 10400, Thailand.
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27
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Formenti N, Guarneri F, Bertasio C, Parisio G, Romeo C, Scali F, Birbes L, Boniotti MB, Diegoli G, Candela L, Romeo GA, Pasquali P, Alborali GL. Wastewater-based surveillance in Italy leading to the first detection of mcr-10-positive Klebsiella quasipneumoniae. Antimicrob Resist Infect Control 2022; 11:155. [PMID: 36494741 PMCID: PMC9734789 DOI: 10.1186/s13756-022-01194-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022] Open
Abstract
Wastewater-based surveillance enabled the first detection of the mobile colistin resistance gene mcr-10 in Italy. This plasmid-borne resistance gene was found in strains of Klebsiella quasipneumoniae isolated from samples of human raw sewage collected over several months. Although the isolates were phenotypically susceptible to colistin, the emergence of mcr-10 is concerning due to the highly variable expression of the gene and the potential for horizontal transfer to other species. In addition, the strains also carried an extended-spectrum β-lactamase gene and were phenotypically resistant to several beta-lactams. This study highlights the value of wastewater-based surveillance as an effective tool to monitor the emergence of antimicrobial resistance in strains circulating in the community and the environment.
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Affiliation(s)
- Nicoletta Formenti
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Flavia Guarneri
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Cristina Bertasio
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Giovanni Parisio
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Claudia Romeo
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Federico Scali
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Laura Birbes
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Maria Beatrice Boniotti
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Giuseppe Diegoli
- Regione Emilia Romagna - Settore Prevenzione Collettiva e Sanità Pubblica, Bologna, Italy
| | - Loredana Candela
- grid.415788.70000 0004 1756 9674Ministero della Salute - Direzione Generale della Sanità Animale e dei Farmaci Veterinari, Rome, Italy
| | - Gianluca Antonio Romeo
- grid.415788.70000 0004 1756 9674Ministero della Salute - Direzione Generale della Sanità Animale e dei Farmaci Veterinari, Rome, Italy ,grid.419578.60000 0004 1805 1770Istituto Zooprofilattico Sperimentale dell’Abruzzo e del Molise “G. Caporale”, Teramo, Italy
| | - Paolo Pasquali
- grid.416651.10000 0000 9120 6856Istituto Superiore di Sanità - Dipartimento di Sicurezza Alimentare, Nutrizione e Sanità Pubblica Veterinaria, Rome, Italy
| | - Giovanni Loris Alborali
- grid.419583.20000 0004 1757 1598Istituto Zooprofilattico Sperimentale Della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
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28
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Leifels M, Khalilur Rahman O, Sam IC, Cheng D, Chua FJD, Nainani D, Kim SY, Ng WJ, Kwok WC, Sirikanchana K, Wuertz S, Thompson J, Chan YF. The one health perspective to improve environmental surveillance of zoonotic viruses: lessons from COVID-19 and outlook beyond. ISME COMMUNICATIONS 2022; 2:107. [PMID: 36338866 PMCID: PMC9618154 DOI: 10.1038/s43705-022-00191-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 09/26/2022] [Accepted: 10/11/2022] [Indexed: 11/11/2022]
Abstract
The human population has doubled in the last 50 years from about 3.7 billion to approximately 7.8 billion. With this rapid expansion, more people live in close contact with wildlife, livestock, and pets, which in turn creates increasing opportunities for zoonotic diseases to pass between animals and people. At present an estimated 75% of all emerging virus-associated infectious diseases possess a zoonotic origin, and outbreaks of Zika, Ebola and COVID-19 in the past decade showed their huge disruptive potential on the global economy. Here, we describe how One Health inspired environmental surveillance campaigns have emerged as the preferred tools to monitor human-adjacent environments for known and yet to be discovered infectious diseases, and how they can complement classical clinical diagnostics. We highlight the importance of environmental factors concerning interactions between animals, pathogens and/or humans that drive the emergence of zoonoses, and the methodologies currently proposed to monitor them-the surveillance of wastewater, for example, was identified as one of the main tools to assess the spread of SARS-CoV-2 by public health professionals and policy makers during the COVID-19 pandemic. One-Health driven approaches that facilitate surveillance, thus harbour the potential of preparing humanity for future pandemics caused by aetiological agents with environmental reservoirs. Via the example of COVID-19 and other viral diseases, we propose that wastewater surveillance is a useful complement to clinical diagnosis as it is centralized, robust, cost-effective, and relatively easy to implement.
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Affiliation(s)
- Mats Leifels
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Omar Khalilur Rahman
- Department of Medical Microbiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - I-Ching Sam
- Department of Medical Microbiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Department of Medical Microbiology, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Dan Cheng
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Feng Jun Desmond Chua
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Dhiraj Nainani
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Se Yeon Kim
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Wei Jie Ng
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Wee Chiew Kwok
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Kwanrawee Sirikanchana
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, Bangkok, Thailand
- Centre of Excellence on Environmental Health and Toxicology, CHE, Ministry of Education, Bangkok, Thailand
| | - Stefan Wuertz
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
- School of Civil and Environmental Engineering, Nanyang Technological University, Singapore, Singapore
| | - Janelle Thompson
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
- Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Asian School of the Environment, Nanyang Technological University, Singapore, Singapore
| | - Yoke Fun Chan
- Department of Medical Microbiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
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29
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Sapoval N, Liu Y, Lou EG, Hopkins L, Ensor KB, Schneider R, Stadler LB, Treangen TJ. QuaID: Enabling Earlier Detection of Recently Emerged SARS-CoV-2 Variants of Concern in Wastewater. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2021.09.08.21263279. [PMID: 35898338 PMCID: PMC9327636 DOI: 10.1101/2021.09.08.21263279] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
As clinical testing declines, wastewater monitoring can provide crucial surveillance on the emergence of SARS-CoV-2 variants of concern (VoC) in communities. Multiple recent studies support that wastewater-based SARS-CoV-2 detection of circulating VoC can precede clinical cases by up to two weeks. Furthermore, wastewater based epidemiology enables wide population-based screening and study of viral evolutionary dynamics. However, highly sensitive detection of emerging variants remains a complex task due to the pooled nature of environmental samples and genetic material degradation. In this paper we propose quasi-unique mutations for VoC identification, implemented in a novel bioinformatics tool (QuaID) for VoC detection based on quasi-unique mutations. The benefits of QuaID are three-fold: (i) provides up to 3 week earlier VoC detection compared to existing approaches, (ii) enables more sensitive VoC detection, which is shown to be tolerant of >50% mutation drop-out, and (iii) leverages all mutational signatures, including insertions & deletions.
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Affiliation(s)
- Nicolae Sapoval
- Department of Computer Science, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | - Yunxi Liu
- Department of Computer Science, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | - Esther G Lou
- Department of Civil and Environmental Engineering, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | - Loren Hopkins
- Houston Health Department, 8000 N. Stadium Dr., Houston, TX 77054
- Department of Statistics, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | - Katherine B Ensor
- Department of Statistics, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | | | - Lauren B Stadler
- Department of Civil and Environmental Engineering, Rice University, 6100 Main Street, Houston, TX 77005, USA
| | - Todd J Treangen
- Department of Computer Science, Rice University, 6100 Main Street, Houston, TX 77005, USA
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