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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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Published in:Scientific reports 2022-10, Vol.12 (1), p.16704-10, Article 16704
Main Authors: 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, Rafa, Marc Moliner i, Munné, Antoni, Pintó, Rosa Maria, Pueyo-Ros, Josep, Robusté-Cartró, Jordi, Rusiñol, Marta, Sanfeliu, Robert, Teichenné, Joan, Torrell, Helena, Corominas, Lluís, Borrego, Carles M.
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container_end_page 10
container_issue 1
container_start_page 16704
container_title Scientific reports
container_volume 12
creator 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
Rafa, Marc Moliner i
Munné, Antoni
Pintó, Rosa Maria
Pueyo-Ros, Josep
Robusté-Cartró, Jordi
Rusiñol, Marta
Sanfeliu, Robert
Teichenné, Joan
Torrell, Helena
Corominas, Lluís
Borrego, Carles M.
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.
doi_str_mv 10.1038/s41598-022-20957-3
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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 ; Rafa, Marc Moliner i ; Munné, Antoni ; Pintó, Rosa Maria ; Pueyo-Ros, Josep ; Robusté-Cartró, Jordi ; Rusiñol, Marta ; Sanfeliu, Robert ; Teichenné, Joan ; Torrell, Helena ; Corominas, Lluís ; Borrego, Carles M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-426912ced379d6076f9662cf26a908544371d4d621c0ade31f3950ddbb49f7e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>631/326</topic><topic>631/326/171</topic><topic>631/326/596</topic><topic>704/172</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>Decision making</topic><topic>Design</topic><topic>Epidemiology</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>multidisciplinary</topic><topic>Pandemics</topic><topic>RNA, Viral</topic><topic>SARS-CoV-2</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Sewage</topic><topic>Wastewater</topic><topic>Wastewater treatment</topic><topic>Wastewater treatment plants</topic><topic>Wastewater-Based Epidemiological Monitoring</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Guerrero-Latorre, Laura</creatorcontrib><creatorcontrib>Collado, Neus</creatorcontrib><creatorcontrib>Abasolo, Nerea</creatorcontrib><creatorcontrib>Anzaldi, Gabriel</creatorcontrib><creatorcontrib>Bofill-Mas, Sílvia</creatorcontrib><creatorcontrib>Bosch, Albert</creatorcontrib><creatorcontrib>Bosch, Lluís</creatorcontrib><creatorcontrib>Busquets, Sílvia</creatorcontrib><creatorcontrib>Caimari, Antoni</creatorcontrib><creatorcontrib>Canela, Núria</creatorcontrib><creatorcontrib>Carcereny, Albert</creatorcontrib><creatorcontrib>Chacón, Carme</creatorcontrib><creatorcontrib>Ciruela, Pilar</creatorcontrib><creatorcontrib>Corbella, Irene</creatorcontrib><creatorcontrib>Domingo, Xavier</creatorcontrib><creatorcontrib>Escoté, Xavier</creatorcontrib><creatorcontrib>Espiñeira, Yaimara</creatorcontrib><creatorcontrib>Forés, Eva</creatorcontrib><creatorcontrib>Gandullo-Sarró, Isabel</creatorcontrib><creatorcontrib>Garcia-Pedemonte, David</creatorcontrib><creatorcontrib>Girones, Rosina</creatorcontrib><creatorcontrib>Guix, Susana</creatorcontrib><creatorcontrib>Hundesa, Ayalkibet</creatorcontrib><creatorcontrib>Itarte, Marta</creatorcontrib><creatorcontrib>Mariné-Casadó, Roger</creatorcontrib><creatorcontrib>Martínez, Anna</creatorcontrib><creatorcontrib>Martínez-Puchol, Sandra</creatorcontrib><creatorcontrib>Mas-Capdevila, Anna</creatorcontrib><creatorcontrib>Mejías-Molina, Cristina</creatorcontrib><creatorcontrib>Rafa, Marc Moliner i</creatorcontrib><creatorcontrib>Munné, Antoni</creatorcontrib><creatorcontrib>Pintó, Rosa Maria</creatorcontrib><creatorcontrib>Pueyo-Ros, Josep</creatorcontrib><creatorcontrib>Robusté-Cartró, Jordi</creatorcontrib><creatorcontrib>Rusiñol, Marta</creatorcontrib><creatorcontrib>Sanfeliu, Robert</creatorcontrib><creatorcontrib>Teichenné, Joan</creatorcontrib><creatorcontrib>Torrell, Helena</creatorcontrib><creatorcontrib>Corominas, Lluís</creatorcontrib><creatorcontrib>Borrego, Carles M.</creatorcontrib><collection>SpringerOpen</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health &amp; 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Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guerrero-Latorre, Laura</au><au>Collado, Neus</au><au>Abasolo, Nerea</au><au>Anzaldi, Gabriel</au><au>Bofill-Mas, Sílvia</au><au>Bosch, Albert</au><au>Bosch, Lluís</au><au>Busquets, Sílvia</au><au>Caimari, Antoni</au><au>Canela, Núria</au><au>Carcereny, Albert</au><au>Chacón, Carme</au><au>Ciruela, Pilar</au><au>Corbella, Irene</au><au>Domingo, Xavier</au><au>Escoté, Xavier</au><au>Espiñeira, Yaimara</au><au>Forés, Eva</au><au>Gandullo-Sarró, Isabel</au><au>Garcia-Pedemonte, David</au><au>Girones, Rosina</au><au>Guix, Susana</au><au>Hundesa, Ayalkibet</au><au>Itarte, Marta</au><au>Mariné-Casadó, Roger</au><au>Martínez, Anna</au><au>Martínez-Puchol, Sandra</au><au>Mas-Capdevila, Anna</au><au>Mejías-Molina, Cristina</au><au>Rafa, Marc Moliner i</au><au>Munné, Antoni</au><au>Pintó, Rosa Maria</au><au>Pueyo-Ros, Josep</au><au>Robusté-Cartró, Jordi</au><au>Rusiñol, Marta</au><au>Sanfeliu, Robert</au><au>Teichenné, Joan</au><au>Torrell, Helena</au><au>Corominas, Lluís</au><au>Borrego, Carles M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2022-10-06</date><risdate>2022</risdate><volume>12</volume><issue>1</issue><spage>16704</spage><epage>10</epage><pages>16704-10</pages><artnum>16704</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><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.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>36202959</pmid><doi>10.1038/s41598-022-20957-3</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
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subjects 631/326
631/326/171
631/326/596
704/172
COVID-19
COVID-19 - epidemiology
Decision making
Design
Epidemiology
Humanities and Social Sciences
Humans
multidisciplinary
Pandemics
RNA, Viral
SARS-CoV-2
Science
Science (multidisciplinary)
Severe acute respiratory syndrome coronavirus 2
Sewage
Wastewater
Wastewater treatment
Wastewater treatment plants
Wastewater-Based Epidemiological Monitoring
title The Catalan Surveillance Network of SARS-CoV-2 in Sewage: design, implementation, and performance
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