1
|
Chassaing M, Walczak C, Sausy A, Le Coroller G, Mossong J, Vergison A, Vujic A, Hübschen JM, Cauchie HM, Snoeck CJ, Ogorzaly L. Influenza RNA fluxes monitoring in wastewater as a complementary epidemiological surveillance indicator: A four-year nationwide study in Luxembourg. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 982:179621. [PMID: 40367853 DOI: 10.1016/j.scitotenv.2025.179621] [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: 12/19/2024] [Revised: 05/05/2025] [Accepted: 05/05/2025] [Indexed: 05/16/2025]
Abstract
Wastewater surveillance has demonstrated success in monitoring SARS-CoV-2 in communities, indicating potential for extension to other respiratory viruses. This study investigates influenza A and B viruses (IAV; IBV) in raw urban wastewater over a 4-year period, introducing two key concepts: the use of viral RNA fluxes instead of concentration measurements and the determination of epidemiological parameters directly from wastewater data. The estimation of daily fluxes, representing the number of viral genome copies per day per 100,000 inhabitants, offers an integrative approach that combines microbiological and hydrological measurements to better assess viral particle dynamics in a water system. A total of 1013 wastewater samples collected between March 2020 and March 2024 from Luxembourg's four largest wastewater treatment plants (covering about 52 % of the population) were analysed using RT-qPCR and RT-droplet digital PCR (RT-ddPCR), following concentration of viral particles by ultrafiltration. Data on the presence of IAV and IBV were expressed as either detection rates or fluxes. Significant correlations were observed between the number of laboratory-confirmed influenza cases and both wastewater detection rates (RT-qPCR: Spearman ρ = 0.52; RT-ddPCR: ρ = 0.61, p-value <10-13) and viral RNA fluxes (RT-ddPCR: ρ = 0.64, p-value <10-15). More importantly, our results demonstrated that critical influenza seasonality parameters (start, peak and end weeks of the epidemic) can be effectively determined from wastewater data. These findings establish wastewater surveillance as a cost-effective, non-invasive approach to support and complement existing influenza surveillance programs, with potential applications for other respiratory pathogens.
Collapse
Affiliation(s)
- Manon Chassaing
- Environmental Microbiology Group, Environmental and Industrial Biotechnologies Unit, Luxembourg Institute of Science and Technology, Luxembourg
| | - Cécile Walczak
- Environmental Microbiology Group, Environmental and Industrial Biotechnologies Unit, Luxembourg Institute of Science and Technology, Luxembourg
| | - Aurélie Sausy
- Clinical and Applied Virology Group, Department of Infection and Immunity, Luxembourg Institute of Health, Luxembourg
| | - Gwenaëlle Le Coroller
- Competence Center for Methodology and Statistics, Department of Medical Informatics, Luxembourg Institute of Health, Luxembourg
| | | | | | | | - Judith M Hübschen
- Clinical and Applied Virology Group, Department of Infection and Immunity, Luxembourg Institute of Health, Luxembourg
| | - Henry-Michel Cauchie
- Environmental Microbiology Group, Environmental and Industrial Biotechnologies Unit, Luxembourg Institute of Science and Technology, Luxembourg
| | - Chantal J Snoeck
- Clinical and Applied Virology Group, Department of Infection and Immunity, Luxembourg Institute of Health, Luxembourg.
| | - Leslie Ogorzaly
- Environmental Microbiology Group, Environmental and Industrial Biotechnologies Unit, Luxembourg Institute of Science and Technology, Luxembourg.
| |
Collapse
|
2
|
Viviani L, Vecchio R, Pariani E, Sandri L, Binda S, Ammoni E, Cereda D, Carducci A, Pellegrinelli L, Odone A. Wastewater-based epidemiology of influenza viruses: a systematic review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 986:179706. [PMID: 40449348 DOI: 10.1016/j.scitotenv.2025.179706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Revised: 04/23/2025] [Accepted: 05/16/2025] [Indexed: 06/03/2025]
Abstract
INTRODUCTION Wastewater-based epidemiology (WBE) has emerged as a valuable public health tool for monitoring the circulation of many pathogens, including influenza viruses (IVs). The general aim of this study is to systematically retrieve and summarize evidence on the use of WBE for supporting influenza surveillance. Specific objectives are: (i) to map influenza monitoring activities using WBE; (ii) to assess the performance of viral recovery methods; (iii) to explore association with clinical data; (iv) to evaluate the feasibility of typing/subtyping IVs directly from wastewater. METHODS We conducted a systematic review following the PRISMA guidelines, focusing on original data from peer-reviewed studies identified through PubMed/Medline, Scopus, and Web of Science. RESULTS Of 882 identified citations, 42 studies were included in the review. IVs detection was reported in all but one study, although typically at lower concentration than SARS-CoV-2. Thirteen studies (38.09 %) performed comparative analysis of different protocols, with mostly inconclusive results. Detection of IVs in the solid fraction of wastewater samples generally outperformed detection in the supernatant/liquid. Additionally, we describe the findings from 22 studies (52.38 %) that examined the link between environmental viral concentrations and clinical data, and 14 studies (33.33 %) that described IVs subtyping in wastewater. CONCLUSION WBE has the potential to monitor influenza circulation in humans and animals, offering insights into outbreak size and circulating IVs subtypes. However, several key areas remain unexplored. Further research is needed to refine experimental techniques and standardize protocols, and to understand how to successfully integrate WBE data into public health strategies for influenza control.
Collapse
Affiliation(s)
- Luca Viviani
- PhD National Programme in One Health approaches to infectious diseases and life science research, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.
| | - Riccardo Vecchio
- PhD National Programme in One Health approaches to infectious diseases and life science research, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.
| | - Elena Pariani
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.
| | - Laura Sandri
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.
| | - Sandro Binda
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.
| | - Emanuela Ammoni
- Directorate General for Health, Lombardy Region, Milan, Italy.
| | - Danilo Cereda
- Directorate General for Health, Lombardy Region, Milan, Italy.
| | | | - Laura Pellegrinelli
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.
| | - Anna Odone
- School of Public Health, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy; Medical Direction, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
| |
Collapse
|
3
|
Farmer-Diaz K, Matthew-Bernard M, Cheetham S, Mitchell K, Macpherson CNL, Ramos-Nino ME. Optimized Aluminum Hydroxide Adsorption-Precipitation for Improved Viral Detection in Wastewater. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:148. [PMID: 40003374 PMCID: PMC11855335 DOI: 10.3390/ijerph22020148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 12/31/2024] [Accepted: 01/21/2025] [Indexed: 02/27/2025]
Abstract
Wastewater-based epidemiology (WBE) is a valuable tool for monitoring pathogen spread in communities; however, current protocols mainly target non-enveloped viruses. This study addresses the need for standardized methods to detect both enveloped and non-enveloped viruses by testing four aluminum hydroxide adsorption-precipitation techniques. Wastewater samples were spiked with an enveloped virus surrogate (Φ6 bacteriophage) and a non-enveloped virus surrogate (MS2 coliphage), and viral recovery was assessed using reverse-transcription quantitative PCR (RT-qPCR). The highest recovery for the enveloped virus was achieved with AlCl3 at pH 3.5, a 15 min flocculation time, and a 3% elution solution concentration. For the non-enveloped virus, optimal recovery was found with AlCl3 at pH 6.0, no flocculation time, and a 10% elution solution. The best method for recovering both virus types used AlCl3 at pH 6.0, 15 min flocculation, and a 3% elution solution concentration. This study shows that while optimal conditions vary between virus types, a standardized AlCl3 flocculation protocol can efficiently recover both, providing a cost-effective approach for outbreak monitoring in Grenada.
Collapse
Affiliation(s)
- Karla Farmer-Diaz
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
| | - Makeda Matthew-Bernard
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
| | - Sonia Cheetham
- Department of Pathobiology, School of Veterinary Medicine, St. George’s University, St George P.O Box 7, Grenada;
| | - Kerry Mitchell
- Department of Public Health and Preventive Medicine, School of Medicine, St. George’s University, St George P.O Box 7, Grenada;
| | | | - Maria E. Ramos-Nino
- Department of Microbiology, Immunology, and Pharmacology, School of Medicine, St. George’s University, St George P.O Box 7, Grenada; (K.F.-D.); (M.M.-B.)
| |
Collapse
|
4
|
Khan MS, Wurzbacher C, Uchaikina A, Pleshkov B, Mirshina O, Drewes JE. A Perspective on Wastewater and Environmental Surveillance as a Public Health Tool for Low- and Middle-Income Countries. Microorganisms 2025; 13:238. [PMID: 40005606 PMCID: PMC11857276 DOI: 10.3390/microorganisms13020238] [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: 12/24/2024] [Revised: 01/12/2025] [Accepted: 01/20/2025] [Indexed: 02/27/2025] Open
Abstract
Geographical variations in infectious diseases create differences in public health priorities between high- and low-income countries. Low- and middle-income countries (LMICs) face resource constraints that limit adherence to international monitoring standards for wastewater-based epidemiology (WBE). The development of low-cost WBE programs, such as those to detect SARS-CoV-2, offers LMICs a promising tool for monitoring pathogens of local concern. In this work, we summarize important wastewater biomarkers for LMICs and their associated public health challenges, ranging from pathogens causing gastroenteritis to putative markers for plant diseases linked to food safety, as well as antimicrobial resistance. We raise awareness of the great potential of WBE for LMICs and highlight the critical health markers, research needs, and strategies necessary to establish tailored wastewater surveillance programs.
Collapse
Affiliation(s)
- Mohammad Shehryaar Khan
- Chair of Urban Water Systems Engineering, Technical University of Munich, Am Coulombwall 3, 85748 Garching, Germany; (M.S.K.); (A.U.); (J.E.D.)
| | - Christian Wurzbacher
- Chair of Urban Water Systems Engineering, Technical University of Munich, Am Coulombwall 3, 85748 Garching, Germany; (M.S.K.); (A.U.); (J.E.D.)
| | - Anna Uchaikina
- Chair of Urban Water Systems Engineering, Technical University of Munich, Am Coulombwall 3, 85748 Garching, Germany; (M.S.K.); (A.U.); (J.E.D.)
| | - Boris Pleshkov
- Sanitary-Epidemiological Welfare and Public Health Committee of the Republic of Uzbekistan (SANEPIDCOM), Bunyodkor Street 46, Tashkent 100097, Uzbekistan
| | - Olga Mirshina
- Sanitary-Epidemiological Welfare and Public Health Committee of the Republic of Uzbekistan (SANEPIDCOM), Bunyodkor Street 46, Tashkent 100097, Uzbekistan
| | - Jörg E. Drewes
- Chair of Urban Water Systems Engineering, Technical University of Munich, Am Coulombwall 3, 85748 Garching, Germany; (M.S.K.); (A.U.); (J.E.D.)
| |
Collapse
|
5
|
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.
Collapse
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
| |
Collapse
|
6
|
Chen B, He J, Tian K, Qu J, Hong L, Lin Q, Yang K, Ma L, Xu X. Research Progress on Detection of Pathogens in Medical Wastewater by Electrochemical Biosensors. Molecules 2024; 29:3534. [PMID: 39124939 PMCID: PMC11314202 DOI: 10.3390/molecules29153534] [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] [Received: 06/16/2024] [Revised: 07/19/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
The detection of pathogens in medical wastewater is crucial due to the high content of pathogenic microorganisms that pose significant risks to public health and the environment. Medical wastewater, which includes waste from infectious disease and tuberculosis facilities, as well as comprehensive medical institutions, contains a variety of pathogens such as bacteria, viruses, fungi, and parasites. Traditional detection methods like nucleic acid detection and immunological assays, while effective, are often time-consuming, expensive, and not suitable for rapid detection in underdeveloped areas. Electrochemical biosensors offer a promising alternative with advantages including simplicity, rapid response, portability, and low cost. This paper reviews the sources of pathogens in medical wastewater, highlighting specific bacteria (e.g., E. coli, Salmonella, Staphylococcus aureus), viruses (e.g., enterovirus, respiratory viruses, hepatitis virus), parasites, and fungi. It also discusses various electrochemical biosensing techniques such as voltammetry, conductometry, impedance, photoelectrochemical, and electrochemiluminescent biosensors. These technologies facilitate the rapid, sensitive, and specific detection of pathogens, thereby supporting public health and environmental safety. Future research may should pay more attention on enhancing sensor sensitivity and specificity, developing portable and cost-effective devices, and innovating detection methods for diverse pathogens to improve public health protection and environmental monitoring.
Collapse
Affiliation(s)
- Bangyao Chen
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Jiahuan He
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Kewei Tian
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Jie Qu
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Lihui Hong
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Qin Lin
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Keda Yang
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| | - Lei Ma
- Beijing Key Laboratory of Fuels Cleaning and Advanced Catalytic Emission Reduction Technology, Beijing College of New Materials and Chemical Engineering, Institute of Petrochemical Technology, Beijing 102617, China
| | - Xiaoling Xu
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China; (B.C.); (J.H.); (K.T.); (J.Q.); (L.H.); (Q.L.)
| |
Collapse
|
7
|
Paracchini V, Petrillo M, Arcot Rajashekar A, Robuch P, Vincent U, Corbisier P, Tavazzi S, Raffael B, Suffredini E, La Rosa G, Gawlik BM, Marchini A. EU surveys insights: analytical tools, future directions, and the essential requirement for reference materials in wastewater monitoring of SARS-CoV-2, antimicrobial resistance and beyond. Hum Genomics 2024; 18:72. [PMID: 38937848 PMCID: PMC11210120 DOI: 10.1186/s40246-024-00641-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 06/17/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Wastewater surveillance (WWS) acts as a vigilant sentinel system for communities, analysing sewage to protect public health by detecting outbreaks and monitoring trends in pathogens and contaminants. To achieve a thorough comprehension of present and upcoming practices and to identify challenges and opportunities for standardisation and improvement in WWS methodologies, two EU surveys were conducted targeting over 750 WWS laboratories across Europe and other regions. The first survey explored a diverse range of activities currently undertaken or planned by laboratories. The second survey specifically targeted methods and quality controls utilised for SARS-CoV-2 surveillance. RESULTS The findings of the two surveys provide a comprehensive insight into the procedures and methodologies applied in WWS. In Europe, WWS primarily focuses on SARS-CoV-2 with 99% of the survey participants dedicated to this virus. However, the responses highlighted a lack of standardisation in the methodologies employed for monitoring SARS-CoV-2. The surveillance of other pathogens, including antimicrobial resistance, is currently fragmented and conducted by only a limited number of laboratories. Notably, these activities are anticipated to expand in the future. Survey replies emphasise the collective recognition of the need to enhance the accuracy of results in WWS practices, reflecting a shared commitment to advancing precision and effectiveness in WWS methodologies. CONCLUSIONS These surveys identified a lack of standardised common procedures in WWS practices and the need for quality standards and reference materials to enhance the accuracy and reliability of WWS methods in the future. In addition, it is important to broaden surveillance efforts beyond SARS-CoV-2 to include other emerging pathogens and antimicrobial resistance to ensure a comprehensive approach to protecting public health.
Collapse
Affiliation(s)
| | | | | | - Piotr Robuch
- European Commission, Joint Research Centre (JRC), Geel, Belgium
| | - Ursula Vincent
- European Commission, Joint Research Centre (JRC), Geel, Belgium
| | | | - Simona Tavazzi
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Barbara Raffael
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Elisabetta Suffredini
- Department of Food Safety, Nutrition and Veterinary Public Health, Istituto Superiore di Sanità (ISS), Rome, Italy
| | - Giuseppina La Rosa
- National Center for Water Safety (CeNSia), Istituto Superiore di Sanità (ISS), Rome, Italy
| | | | - Antonio Marchini
- European Commission, Joint Research Centre (JRC), Geel, Belgium.
| |
Collapse
|