Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing

Cancela, Florencia - Ramos, Natalia - Smyth, Davida S. - Etchebehere, Claudia - Berois, Mabel - Rodríguez, Jesica - Rufo, Caterina - Alemán, Alicia - Borzacconi, Liliana - López, Julieta - González, Elizabeth - Botto, Germán - Thornhill, Starla G. - Mirazo, Santiago - Trujillo, Mónica

Resumen:

SARS-CoV-2 surveillance of viral populations in wastewater samples is recognized as a useful tool for monitoring epidemic waves and boosting health preparedness. Next generation sequencing of viral RNA isolated from wastewater is a convenient and cost-effective strategy to understand the molecular epidemiology of SARS-CoV-2 and provide insights on the population dynamics of viral variants at the community level. However, in low- and middle-income countries, isolated groups have performed wastewater monitoring and data has not been extensively shared in the scientific community. Here we report the results of monitoring the co-circulation and abundance of variants of concern (VOCs) of SARS-CoV-2 in Uruguay, a small country in Latin America, between November 2020—July 2021 using wastewater surveillance. RNA isolated from wastewater was characterized by targeted sequencing of the Receptor Binding Domain region within the spike gene. Two computational approaches were used to track the viral variants. The results of the wastewater analysis showed the transition in the overall predominance of viral variants in wastewater from No-VOCs to successive VOCs, in agreement with clinical surveillance from sequencing of nasal swabs. The mutations K417T, E484K and N501Y, that characterize the Gamma VOC, were detected as early as December 2020, several weeks before the first clinical case was reported. Interestingly, a non-synonymous mutation described in the Delta VOC, L452R, was detected at a very low frequency since April 2021 when using a recently described sequence analysis tool (SAM Refiner). Wastewater NGS-based surveillance of SARS-CoV-2 is a reliable and complementary tool for monitoring the introduction and prevalence of VOCs at a community level allowing early public health decisions. This approach allows the tracking of symptomatic and asymptomatic individuals, who are generally under-reported in countries with limited clinical testing capacity. Our results suggests that waste-water-based epidemiology can contribute to improving public health responses in low- and middle-income countries.

Detalles Bibliográficos
2023
URUGUAY
COVID-19
ARN
ECOSISTEMAS DELTA
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/40929
https://doi.org/10.1371/journal.pone.0284483
Acceso abierto
Licencia Creative Commons Atribución (CC - By 4.0)
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author Cancela, Florencia
author2 Ramos, Natalia
Smyth, Davida S.
Etchebehere, Claudia
Berois, Mabel
Rodríguez, Jesica
Rufo, Caterina
Alemán, Alicia
Borzacconi, Liliana
López, Julieta
González, Elizabeth
Botto, Germán
Thornhill, Starla G.
Mirazo, Santiago
Trujillo, Mónica
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author_facet Cancela, Florencia
Ramos, Natalia
Smyth, Davida S.
Etchebehere, Claudia
Berois, Mabel
Rodríguez, Jesica
Rufo, Caterina
Alemán, Alicia
Borzacconi, Liliana
López, Julieta
González, Elizabeth
Botto, Germán
Thornhill, Starla G.
Mirazo, Santiago
Trujillo, Mónica
author_role author
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dc.contributor.filiacion.none.fl_str_mv Cancela Florencia, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección Virología
Ramos Natalia, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección Virología
Smyth Davida S., Texas A&M University-San Antonio (Estados Unidos) Department of Life Sciences
Etchebehere Claudia, Ministerio de Educación y Cultura (Uruguay). Instituto de Investigaciones Biológicas Clemente Estable, Departamento de Bioquímica y Genómica Microbiana
Berois Mabel, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección Virología
Rodríguez Jesica, Universidad de la República (Uruguay). Facultad de Química, Polo Tecnológico de Pando, Laboratorio de Alimentos y Nutrición
Rufo Caterina, Universidad de la República (Uruguay). Facultad de Química, Polo Tecnológico de Pando, Laboratorio de Alimentos y Nutrición
Alemán Alicia, Universidad de la República (Uruguay). Facultad de Medicina, Departamento de Medicina Preventiva
Borzacconi Liliana, Universidad de la República (Uruguay). Facultad de Ingeniería, Instituto de Ingeniería Química
López Julieta, Universidad de la República (Uruguay). Facultad de Ingeniería, Departamento de Ingeniería Ambiental
González Elizabeth, Universidad de la República (Uruguay). Facultad de Ingeniería, Departamento de Ingeniería Ambiental
Botto Germán, Universidad de la República (Uruguay). Facultad de Medicina, Departamento de Métodos Cuantitativos
Thornhill Starla G., Texas A&M University-San Antonio (Estados Unidos) Department of Life Sciences
Mirazo Santiago, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección Virología; Facultad de Medicina, Instituto de Higiene, Departamento de Bacteriología y Virología
Trujillo Mónica, University of New York (Estados Unidos). Queensborough Community College of The City, Department of Biological Sciences and Geology
dc.coverage.spatial.es.fl_str_mv Uruguay
dc.coverage.temporal.es.fl_str_mv 2020-2021
dc.creator.none.fl_str_mv Cancela, Florencia
Ramos, Natalia
Smyth, Davida S.
Etchebehere, Claudia
Berois, Mabel
Rodríguez, Jesica
Rufo, Caterina
Alemán, Alicia
Borzacconi, Liliana
López, Julieta
González, Elizabeth
Botto, Germán
Thornhill, Starla G.
Mirazo, Santiago
Trujillo, Mónica
dc.date.accessioned.none.fl_str_mv 2023-11-06T12:07:26Z
dc.date.available.none.fl_str_mv 2023-11-06T12:07:26Z
dc.date.issued.none.fl_str_mv 2023
dc.description.abstract.none.fl_txt_mv SARS-CoV-2 surveillance of viral populations in wastewater samples is recognized as a useful tool for monitoring epidemic waves and boosting health preparedness. Next generation sequencing of viral RNA isolated from wastewater is a convenient and cost-effective strategy to understand the molecular epidemiology of SARS-CoV-2 and provide insights on the population dynamics of viral variants at the community level. However, in low- and middle-income countries, isolated groups have performed wastewater monitoring and data has not been extensively shared in the scientific community. Here we report the results of monitoring the co-circulation and abundance of variants of concern (VOCs) of SARS-CoV-2 in Uruguay, a small country in Latin America, between November 2020—July 2021 using wastewater surveillance. RNA isolated from wastewater was characterized by targeted sequencing of the Receptor Binding Domain region within the spike gene. Two computational approaches were used to track the viral variants. The results of the wastewater analysis showed the transition in the overall predominance of viral variants in wastewater from No-VOCs to successive VOCs, in agreement with clinical surveillance from sequencing of nasal swabs. The mutations K417T, E484K and N501Y, that characterize the Gamma VOC, were detected as early as December 2020, several weeks before the first clinical case was reported. Interestingly, a non-synonymous mutation described in the Delta VOC, L452R, was detected at a very low frequency since April 2021 when using a recently described sequence analysis tool (SAM Refiner). Wastewater NGS-based surveillance of SARS-CoV-2 is a reliable and complementary tool for monitoring the introduction and prevalence of VOCs at a community level allowing early public health decisions. This approach allows the tracking of symptomatic and asymptomatic individuals, who are generally under-reported in countries with limited clinical testing capacity. Our results suggests that waste-water-based epidemiology can contribute to improving public health responses in low- and middle-income countries.
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dc.identifier.citation.es.fl_str_mv Cancela, F, Ramos, N, Smyth, D, y otros. "Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing". PLoSONE. [en línea] 2023 vol.18, n°4, 2023, e0284483. DOI: https://doi.org/10.1371/journal.pone.0284483
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1371/journal.pone.0284483
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/40929
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv PLOS
dc.relation.none.fl_str_mv PLoSONE, v.18, n°4, 2023. -- e0284483.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.other.es.fl_str_mv URUGUAY
COVID-19
ARN
ECOSISTEMAS DELTA
dc.title.none.fl_str_mv Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description SARS-CoV-2 surveillance of viral populations in wastewater samples is recognized as a useful tool for monitoring epidemic waves and boosting health preparedness. Next generation sequencing of viral RNA isolated from wastewater is a convenient and cost-effective strategy to understand the molecular epidemiology of SARS-CoV-2 and provide insights on the population dynamics of viral variants at the community level. However, in low- and middle-income countries, isolated groups have performed wastewater monitoring and data has not been extensively shared in the scientific community. Here we report the results of monitoring the co-circulation and abundance of variants of concern (VOCs) of SARS-CoV-2 in Uruguay, a small country in Latin America, between November 2020—July 2021 using wastewater surveillance. RNA isolated from wastewater was characterized by targeted sequencing of the Receptor Binding Domain region within the spike gene. Two computational approaches were used to track the viral variants. The results of the wastewater analysis showed the transition in the overall predominance of viral variants in wastewater from No-VOCs to successive VOCs, in agreement with clinical surveillance from sequencing of nasal swabs. The mutations K417T, E484K and N501Y, that characterize the Gamma VOC, were detected as early as December 2020, several weeks before the first clinical case was reported. Interestingly, a non-synonymous mutation described in the Delta VOC, L452R, was detected at a very low frequency since April 2021 when using a recently described sequence analysis tool (SAM Refiner). Wastewater NGS-based surveillance of SARS-CoV-2 is a reliable and complementary tool for monitoring the introduction and prevalence of VOCs at a community level allowing early public health decisions. This approach allows the tracking of symptomatic and asymptomatic individuals, who are generally under-reported in countries with limited clinical testing capacity. Our results suggests that waste-water-based epidemiology can contribute to improving public health responses in low- and middle-income countries.
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identifier_str_mv Cancela, F, Ramos, N, Smyth, D, y otros. "Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing". PLoSONE. [en línea] 2023 vol.18, n°4, 2023, e0284483. DOI: https://doi.org/10.1371/journal.pone.0284483
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spelling Cancela Florencia, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección VirologíaRamos Natalia, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección VirologíaSmyth Davida S., Texas A&M University-San Antonio (Estados Unidos) Department of Life SciencesEtchebehere Claudia, Ministerio de Educación y Cultura (Uruguay). Instituto de Investigaciones Biológicas Clemente Estable, Departamento de Bioquímica y Genómica MicrobianaBerois Mabel, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección VirologíaRodríguez Jesica, Universidad de la República (Uruguay). Facultad de Química, Polo Tecnológico de Pando, Laboratorio de Alimentos y NutriciónRufo Caterina, Universidad de la República (Uruguay). Facultad de Química, Polo Tecnológico de Pando, Laboratorio de Alimentos y NutriciónAlemán Alicia, Universidad de la República (Uruguay). Facultad de Medicina, Departamento de Medicina PreventivaBorzacconi Liliana, Universidad de la República (Uruguay). Facultad de Ingeniería, Instituto de Ingeniería QuímicaLópez Julieta, Universidad de la República (Uruguay). Facultad de Ingeniería, Departamento de Ingeniería AmbientalGonzález Elizabeth, Universidad de la República (Uruguay). Facultad de Ingeniería, Departamento de Ingeniería AmbientalBotto Germán, Universidad de la República (Uruguay). Facultad de Medicina, Departamento de Métodos CuantitativosThornhill Starla G., Texas A&M University-San Antonio (Estados Unidos) Department of Life SciencesMirazo Santiago, Universidad de la República (Uruguay). Facultad de Ciencias, Instituto de Química Biológica, Sección Virología; Facultad de Medicina, Instituto de Higiene, Departamento de Bacteriología y VirologíaTrujillo Mónica, University of New York (Estados Unidos). Queensborough Community College of The City, Department of Biological Sciences and GeologyUruguay2020-20212023-11-06T12:07:26Z2023-11-06T12:07:26Z2023Cancela, F, Ramos, N, Smyth, D, y otros. "Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing". PLoSONE. [en línea] 2023 vol.18, n°4, 2023, e0284483. DOI: https://doi.org/10.1371/journal.pone.0284483https://hdl.handle.net/20.500.12008/40929https://doi.org/10.1371/journal.pone.0284483SARS-CoV-2 surveillance of viral populations in wastewater samples is recognized as a useful tool for monitoring epidemic waves and boosting health preparedness. Next generation sequencing of viral RNA isolated from wastewater is a convenient and cost-effective strategy to understand the molecular epidemiology of SARS-CoV-2 and provide insights on the population dynamics of viral variants at the community level. However, in low- and middle-income countries, isolated groups have performed wastewater monitoring and data has not been extensively shared in the scientific community. Here we report the results of monitoring the co-circulation and abundance of variants of concern (VOCs) of SARS-CoV-2 in Uruguay, a small country in Latin America, between November 2020—July 2021 using wastewater surveillance. RNA isolated from wastewater was characterized by targeted sequencing of the Receptor Binding Domain region within the spike gene. Two computational approaches were used to track the viral variants. The results of the wastewater analysis showed the transition in the overall predominance of viral variants in wastewater from No-VOCs to successive VOCs, in agreement with clinical surveillance from sequencing of nasal swabs. The mutations K417T, E484K and N501Y, that characterize the Gamma VOC, were detected as early as December 2020, several weeks before the first clinical case was reported. Interestingly, a non-synonymous mutation described in the Delta VOC, L452R, was detected at a very low frequency since April 2021 when using a recently described sequence analysis tool (SAM Refiner). Wastewater NGS-based surveillance of SARS-CoV-2 is a reliable and complementary tool for monitoring the introduction and prevalence of VOCs at a community level allowing early public health decisions. This approach allows the tracking of symptomatic and asymptomatic individuals, who are generally under-reported in countries with limited clinical testing capacity. Our results suggests that waste-water-based epidemiology can contribute to improving public health responses in low- and middle-income countries.Submitted by Silvana González (sgz@adinet.com.uy) on 2023-11-04T15:12:29Z No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) AA Cancela, F. et al Plos One 2023.pdf: 1869809 bytes, checksum: e39726f13fb43090f012dfed84663b3e (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2023-11-06T12:07:26Z (GMT). No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) AA Cancela, F. et al Plos One 2023.pdf: 1869809 bytes, checksum: e39726f13fb43090f012dfed84663b3e (MD5) Previous issue date: 2023application/pdfenengPLOSPLoSONE, v.18, n°4, 2023. -- e0284483.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. 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Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)URUGUAYCOVID-19ARNECOSISTEMAS DELTAWastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencingArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaCancela, FlorenciaRamos, NataliaSmyth, Davida S.Etchebehere, ClaudiaBerois, MabelRodríguez, JesicaRufo, CaterinaAlemán, AliciaBorzacconi, LilianaLópez, JulietaGonzález, ElizabethBotto, GermánThornhill, Starla G.Mirazo, SantiagoTrujillo, MónicaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/40929/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; 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- Universidad de la Repúblicafalse
spellingShingle Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
Cancela, Florencia
URUGUAY
COVID-19
ARN
ECOSISTEMAS DELTA
status_str publishedVersion
title Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
title_full Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
title_fullStr Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
title_full_unstemmed Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
title_short Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
title_sort Wastewater surveillance of SARS-CoV-2 genomic populations on a country-wide scale through targeted sequencing
topic URUGUAY
COVID-19
ARN
ECOSISTEMAS DELTA
url https://hdl.handle.net/20.500.12008/40929
https://doi.org/10.1371/journal.pone.0284483