The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance

Guerrero-Latorre, Laura; Collado, Neus; Abasolo, Nerea; Anzaldi, Gabriel; Bofill-Mas, Sílvia; Bosch, Albert; Bosch, Lluís; Busquets, Sílvia; Caimari, Antoni; Canela, Núria; Carcereny, Albert; Chacón, Carme; Ciruela, Pilar; Corbella, Irene; Domingo, Xavier; Escoté, Xavier; Espiñeira, Yaimara; Forés, Eva; Gandullo-Sarró, Isabel; Garcia-Pedemonte, David; Girones, Rosina; Guix, Susana; Hundesa, Ayalkibet; Itarte, Marta; Mariné-Casadó, Roger; Martínez, Anna; Martínez-Puchol, Sandra; Mas-Capdevila, Anna; Mejías-Molina, Cristina; Moliner i Rafa, Marc; Munné, Antoni; Pintó, Rosa María; Pueyo-Ros, Josep; Robusté-Cartró, Jordi; Rusiñol, Marta; Sanfeliu, Robert; Teichenné, Joan; Torrell, Helena; Corominas, Lluís; Borrego, Carles M.

The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance

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...

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Detalhes bibliográficos
Autores:	Guerrero-Latorre, Laura, Collado, Neus, Abasolo, Nerea, Anzaldi, Gabriel, Bofill-Mas, Sílvia, Bosch, Albert, Bosch, Lluís, Busquets, Sílvia, Caimari, Antoni, Canela, Núria, Carcereny, Albert, Chacón, Carme, Ciruela, Pilar, Corbella, Irene, Domingo, Xavier, Escoté, Xavier, Espiñeira, Yaimara, Forés, Eva, Gandullo-Sarró, Isabel, Garcia-Pedemonte, David, Girones, Rosina, Guix, Susana, Hundesa, Ayalkibet, Itarte, Marta, Mariné-Casadó, Roger, Martínez, Anna, Martínez-Puchol, Sandra, Mas-Capdevila, Anna, Mejías-Molina, Cristina, Moliner i Rafa, Marc, Munné, Antoni, Pintó, Rosa María, Pueyo-Ros, Josep, Robusté-Cartró, Jordi, Rusiñol, Marta, Sanfeliu, Robert, Teichenné, Joan, Torrell, Helena, Corominas, Lluís, Borrego, Carles M.
Formato:	artículo
Estado:	Versión publicada
Fecha de publicación:	2022
País:	España
Recursos:	Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:	DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:	oai:digital.csic.es:10261/281518
Acesso em linha:	http://hdl.handle.net/10261/281518 https://api.elsevier.com/content/abstract/scopus_id/85139304838
Access Level:	acceso abierto
Palavra-chave:	Environmental microbiology Virology Environmental sciences Microbiology

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spelling	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performanceGuerrero-Latorre, LauraCollado, NeusAbasolo, NereaAnzaldi, GabrielBofill-Mas, SílviaBosch, AlbertBosch, LluísBusquets, SílviaCaimari, AntoniCanela, NúriaCarcereny, AlbertChacón, CarmeCiruela, PilarCorbella, IreneDomingo, XavierEscoté, XavierEspiñeira, YaimaraForés, EvaGandullo-Sarró, IsabelGarcia-Pedemonte, DavidGirones, RosinaGuix, SusanaHundesa, AyalkibetItarte, MartaMariné-Casadó, RogerMartínez, AnnaMartínez-Puchol, SandraMas-Capdevila, AnnaMejías-Molina, CristinaMoliner i Rafa, MarcMunné, AntoniPintó, Rosa MaríaPueyo-Ros, JosepRobusté-Cartró, JordiRusiñol, MartaSanfeliu, RobertTeichenné, JoanTorrell, HelenaCorominas, LluísBorrego, Carles M.Environmental microbiologyVirologyEnvironmental sciencesMicrobiologyWastewater-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.The authors wish to thank the staff from all the WWTPs monitored for their help and technical support during the sampling campaigns. The authors acknowledge the funding received from the ACA and the ASPCAT from the Catalan Government (Generalitat de Catalunya). ICRA authors acknowledge the funding provided by the Generalitat de Catalunya through the Consolidated Research Group grants ICRA-ENV 2017 SGR 1124 and ICRA-TiA 2017 SGR 1318. ICRA researchers also thank the funding from the CERCA program of the Catalan Government.Peer reviewedNature Publishing GroupConsejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202220222022info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/281518https://api.elsevier.com/content/abstract/scopus_id/85139304838reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)InglésScientific reportshttps://doi.org/10.1038/s41598-022-20957-3Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/2815182026-05-22T06:33:51Z
dc.title.none.fl_str_mv	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
title	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
spellingShingle	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance Guerrero-Latorre, Laura Environmental microbiology Virology Environmental sciences Microbiology
title_short	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
title_full	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
title_fullStr	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
title_full_unstemmed	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
title_sort	The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
dc.creator.none.fl_str_mv	Guerrero-Latorre, Laura Collado, Neus Abasolo, Nerea Anzaldi, Gabriel Bofill-Mas, Sílvia Bosch, Albert Bosch, Lluís Busquets, Sílvia Caimari, Antoni Canela, Núria Carcereny, Albert Chacón, Carme Ciruela, Pilar Corbella, Irene Domingo, Xavier Escoté, Xavier Espiñeira, Yaimara Forés, Eva Gandullo-Sarró, Isabel Garcia-Pedemonte, David Girones, Rosina Guix, Susana Hundesa, Ayalkibet Itarte, Marta Mariné-Casadó, Roger Martínez, Anna Martínez-Puchol, Sandra Mas-Capdevila, Anna Mejías-Molina, Cristina Moliner i Rafa, Marc Munné, Antoni Pintó, Rosa María Pueyo-Ros, Josep Robusté-Cartró, Jordi Rusiñol, Marta Sanfeliu, Robert Teichenné, Joan Torrell, Helena Corominas, Lluís Borrego, Carles M.
author	Guerrero-Latorre, Laura
author_facet	Guerrero-Latorre, Laura Collado, Neus Abasolo, Nerea Anzaldi, Gabriel Bofill-Mas, Sílvia Bosch, Albert Bosch, Lluís Busquets, Sílvia Caimari, Antoni Canela, Núria Carcereny, Albert Chacón, Carme Ciruela, Pilar Corbella, Irene Domingo, Xavier Escoté, Xavier Espiñeira, Yaimara Forés, Eva Gandullo-Sarró, Isabel Garcia-Pedemonte, David Girones, Rosina Guix, Susana Hundesa, Ayalkibet Itarte, Marta Mariné-Casadó, Roger Martínez, Anna Martínez-Puchol, Sandra Mas-Capdevila, Anna Mejías-Molina, Cristina Moliner i Rafa, Marc Munné, Antoni Pintó, Rosa María Pueyo-Ros, Josep Robusté-Cartró, Jordi Rusiñol, Marta Sanfeliu, Robert Teichenné, Joan Torrell, Helena Corominas, Lluís Borrego, Carles M.
author_role	author
author2	Collado, Neus Abasolo, Nerea Anzaldi, Gabriel Bofill-Mas, Sílvia Bosch, Albert Bosch, Lluís Busquets, Sílvia Caimari, Antoni Canela, Núria Carcereny, Albert Chacón, Carme Ciruela, Pilar Corbella, Irene Domingo, Xavier Escoté, Xavier Espiñeira, Yaimara Forés, Eva Gandullo-Sarró, Isabel Garcia-Pedemonte, David Girones, Rosina Guix, Susana Hundesa, Ayalkibet Itarte, Marta Mariné-Casadó, Roger Martínez, Anna Martínez-Puchol, Sandra Mas-Capdevila, Anna Mejías-Molina, Cristina Moliner i Rafa, Marc Munné, Antoni Pintó, Rosa María Pueyo-Ros, Josep Robusté-Cartró, Jordi Rusiñol, Marta Sanfeliu, Robert Teichenné, Joan Torrell, Helena Corominas, Lluís Borrego, Carles M.
author2_role	author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author
dc.contributor.none.fl_str_mv	Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv	Environmental microbiology Virology Environmental sciences Microbiology
topic	Environmental microbiology Virology Environmental sciences Microbiology
description	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.
publishDate	2022
dc.date.none.fl_str_mv	2022 2022 2022
dc.type.none.fl_str_mv	info:eu-repo/semantics/article http://purl.org/coar/resource_type/c_6501 Publisher's version info:eu-repo/semantics/publishedVersion
format	article
status_str	publishedVersion
dc.identifier.none.fl_str_mv	http://hdl.handle.net/10261/281518 https://api.elsevier.com/content/abstract/scopus_id/85139304838
url	http://hdl.handle.net/10261/281518 https://api.elsevier.com/content/abstract/scopus_id/85139304838
dc.language.none.fl_str_mv	Inglés
language_invalid_str_mv	Inglés
dc.relation.none.fl_str_mv	Scientific reports https://doi.org/10.1038/s41598-022-20957-3 Sí
dc.rights.none.fl_str_mv	info:eu-repo/semantics/openAccess
eu_rights_str_mv	openAccess
dc.publisher.none.fl_str_mv	Nature Publishing Group
publisher.none.fl_str_mv	Nature Publishing Group
dc.source.none.fl_str_mv	reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str	Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str	DIGITAL.CSIC. Repositorio Institucional del CSIC
collection	DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance

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