Scientific Reports (Oct 2022)
The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
- Laura Guerrero-Latorre,
- Neus Collado,
- Nerea Abasolo,
- Gabriel Anzaldi,
- Sílvia Bofill-Mas,
- Albert Bosch,
- Lluís Bosch,
- Sílvia Busquets,
- Antoni Caimari,
- Núria Canela,
- Albert Carcereny,
- Carme Chacón,
- Pilar Ciruela,
- Irene Corbella,
- Xavier Domingo,
- Xavier Escoté,
- Yaimara Espiñeira,
- Eva Forés,
- Isabel Gandullo-Sarró,
- David Garcia-Pedemonte,
- Rosina Girones,
- Susana Guix,
- Ayalkibet Hundesa,
- Marta Itarte,
- Roger Mariné-Casadó,
- Anna Martínez,
- Sandra Martínez-Puchol,
- Anna Mas-Capdevila,
- Cristina Mejías-Molina,
- Marc Moliner i Rafa,
- Antoni Munné,
- Rosa Maria Pintó,
- Josep Pueyo-Ros,
- Jordi Robusté-Cartró,
- Marta Rusiñol,
- Robert Sanfeliu,
- Joan Teichenné,
- Helena Torrell,
- Lluís Corominas,
- Carles M. Borrego
Affiliations
- Laura Guerrero-Latorre
- Catalan Institute for Water Research (ICRA)
- Neus Collado
- Catalan Institute for Water Research (ICRA)
- Nerea Abasolo
- Centre for Omic Sciences (COS), Joint Unit Universitat Rovira i Virgili-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya
- Gabriel Anzaldi
- Applied Artificial Intelligence Technological Unit, Eurecat, Centre Tecnològic de Catalunya
- Sílvia Bofill-Mas
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Albert Bosch
- Enteric Virus Laboratory, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Lluís Bosch
- Catalan Institute for Water Research (ICRA)
- Sílvia Busquets
- Catalan Institute for Water Research (ICRA)
- Antoni Caimari
- Biotechnology Area, Eurecat, Centre Tecnològic de Catalunya
- Núria Canela
- Centre for Omic Sciences (COS), Joint Unit Universitat Rovira i Virgili-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya
- Albert Carcereny
- Enteric Virus Laboratory, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Carme Chacón
- Public Health Agency of Catalonia (ASPCAT)
- Pilar Ciruela
- Public Health Agency of Catalonia (ASPCAT)
- Irene Corbella
- Public Health Agency of Catalonia (ASPCAT)
- Xavier Domingo
- Applied Artificial Intelligence Technological Unit, Eurecat, Centre Tecnològic de Catalunya
- Xavier Escoté
- Technological Unit of Nutrition and Health, Eurecat, Centre Tecnològic de Catalunya
- Yaimara Espiñeira
- Applied Artificial Intelligence Technological Unit, Eurecat, Centre Tecnològic de Catalunya
- Eva Forés
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Isabel Gandullo-Sarró
- Catalan Water Agency (ACA)
- David Garcia-Pedemonte
- Enteric Virus Laboratory, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Rosina Girones
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Susana Guix
- Enteric Virus Laboratory, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Ayalkibet Hundesa
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Marta Itarte
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Roger Mariné-Casadó
- Technological Unit of Nutrition and Health, Eurecat, Centre Tecnològic de Catalunya
- Anna Martínez
- Public Health Agency of Catalonia (ASPCAT)
- Sandra Martínez-Puchol
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Anna Mas-Capdevila
- Technological Unit of Nutrition and Health, Eurecat, Centre Tecnològic de Catalunya
- Cristina Mejías-Molina
- Laboratory of Viruses Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Marc Moliner i Rafa
- Catalan Water Agency (ACA)
- Antoni Munné
- Catalan Water Agency (ACA)
- Rosa Maria Pintó
- Enteric Virus Laboratory, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, School of Biology, University of Barcelona
- Josep Pueyo-Ros
- Catalan Institute for Water Research (ICRA)
- Jordi Robusté-Cartró
- Catalan Water Agency (ACA)
- Marta Rusiñol
- Institute of Environmental Assessment & Water Research (IDAEA), CSIC
- Robert Sanfeliu
- Applied Artificial Intelligence Technological Unit, Eurecat, Centre Tecnològic de Catalunya
- Joan Teichenné
- Technological Unit of Nutrition and Health, Eurecat, Centre Tecnològic de Catalunya
- Helena Torrell
- Centre for Omic Sciences (COS), Joint Unit Universitat Rovira i Virgili-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya
- Lluís Corominas
- Catalan Institute for Water Research (ICRA)
- Carles M. Borrego
- Catalan Institute for Water Research (ICRA)
- DOI
- https://doi.org/10.1038/s41598-022-20957-3
- Journal volume & issue
-
Vol. 12,
no. 1
pp. 1 – 10
Abstract
Abstract Wastewater-based epidemiology has shown to be an efficient tool to track the circulation of SARS-CoV-2 in communities assisted by wastewater treatment plants (WWTPs). The challenge comes when this approach is employed to help Health authorities in their decision-making. Here, we describe the roadmap for the design and deployment of SARSAIGUA, the Catalan Surveillance Network of SARS-CoV-2 in Sewage. The network monitors, weekly or biweekly, 56 WWTPs evenly distributed across the territory and serving 6 M inhabitants (80% of the Catalan population). Each week, samples from 45 WWTPs are collected, analyzed, results reported to Health authorities, and finally published within less than 72 h in an online dashboard ( https://sarsaigua.icra.cat ). After 20 months of monitoring (July 20–March 22), the standardized viral load (gene copies/day) in all the WWTPs monitored fairly matched the cumulative number of COVID-19 cases along the successive pandemic waves, showing a good fit with the diagnosed cases in the served municipalities (Spearman Rho = 0.69). Here we describe the roadmap of the design and deployment of SARSAIGUA while providing several open-access tools for the management and visualization of the surveillance data.