Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.3390/v15020327 http://hdl.handle.net/11449/246964 |
Resumo: | São Paulo is the financial center of Brazil, with a population of over 12 million, that receives travelers from all over the world for business and tourism. It was the first city in Brazil to report a case of COVID-19 that rapidly spread across the city despite the implementation of the restriction measures. Despite many reports, much is still unknown regarding the genomic diversity and transmission dynamics of this virus in the city of São Paulo. Thus, in this study, we provide a retrospective overview of the COVID-19 epidemic in São Paulo City, Southeastern, Brazil, by generating a total of 9995 near-complete genome sequences from all the city’s different macro-regions (North, West, Central, East, South, and Southeast). Our analysis revealed that multiple independent introduction events of different variants (mainly Gamma, Delta, and Omicron) occurred throughout time. Additionally, our estimates of viral movement within the different macro-regions further suggested that the East and the Southeast regions were the largest contributors to the Gamma and Delta viral exchanges to other regions. Meanwhile, the North region had a higher contribution to the dispersion of the Omicron variant. Together, our results reinforce the importance of increasing SARS-CoV-2 genomic monitoring within the city and the country to track the real-time evolution of the virus and to detect earlier any eventual emergency of new variants of concern that could undermine the fight against COVID-19 in Brazil and worldwide. |
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Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern BrazilBrazilCOVID-19genomic surveillanceSARS-CoV-2São PauloSão Paulo is the financial center of Brazil, with a population of over 12 million, that receives travelers from all over the world for business and tourism. It was the first city in Brazil to report a case of COVID-19 that rapidly spread across the city despite the implementation of the restriction measures. Despite many reports, much is still unknown regarding the genomic diversity and transmission dynamics of this virus in the city of São Paulo. Thus, in this study, we provide a retrospective overview of the COVID-19 epidemic in São Paulo City, Southeastern, Brazil, by generating a total of 9995 near-complete genome sequences from all the city’s different macro-regions (North, West, Central, East, South, and Southeast). Our analysis revealed that multiple independent introduction events of different variants (mainly Gamma, Delta, and Omicron) occurred throughout time. Additionally, our estimates of viral movement within the different macro-regions further suggested that the East and the Southeast regions were the largest contributors to the Gamma and Delta viral exchanges to other regions. Meanwhile, the North region had a higher contribution to the dispersion of the Omicron variant. Together, our results reinforce the importance of increasing SARS-CoV-2 genomic monitoring within the city and the country to track the real-time evolution of the virus and to detect earlier any eventual emergency of new variants of concern that could undermine the fight against COVID-19 in Brazil and worldwide.Pan American Health OrganizationInternational Centre for Genetic Engineering and BiotechnologySchool of Agricultural Sciences São Paulo State University (UNESP)Centro de Genômica Funcional da ESALQ University of São PauloInstituto Oswaldo Cruz FIOCRUZInstituto de Ciências Biológicas Universidade Federal de Minas GeraisDepartment of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di RomaButantan InstituteHealth Surveillance Coordination Sao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São PauloRibeirão Preto Medical School Blood Center of Ribeirão Preto University of São PauloDepartment of Veterinary Medicine School of Animal Science and Food Engineering University of Sao PauloFaculdade de Medicina de São José do Rio Preto (FAMERP)Primary Care Coordination/Sao Paulo Municipal Health Department Coordenadoria de Atenção Básica Secretaria Municipal de São PauloGenomic Surveillance Network São Paulo State University (UNESP)School of Agricultural Sciences São Paulo State University (UNESP)Genomic Surveillance Network São Paulo State University (UNESP)Pan American Health Organization: APO21-00010098International Centre for Genetic Engineering and Biotechnology: CRP/BRA20-03Universidade Estadual Paulista (UNESP)Universidade de São Paulo (USP)FIOCRUZUniversidade Federal de Minas Gerais (UFMG)Butantan InstituteSao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São PauloFaculdade de Medicina de São José do Rio Preto (FAMERP)Secretaria Municipal de São PauloAssato, Patricia Akemi [UNESP]Clemente, Luan GasparGiovanetti, MartaRibeiro, GabrielaLima, Alex Ranieri JeronimoPalmieri, Melissade Moraes, Leonardo Nazario [UNESP]Kashima, SimoneFukumasu, HeidgeNogueira, Maurício LacerdaAlcantara, Luiz Carlos JuniorNicolodelli, Aline LaisMartins, Antonio JorgePetry, BrunaBanho, Cecilia ArticoDos Santos Barros, Claudia RenataMoncau-Gadbem, Cristina TschornyMoretti, Debora BotequioDe La Roque, Debora Glenda LimaMarqueze, Elaine CristinaMattos, Elisangela ChicaroniSilva, Fabiana Erica Vilanova DaDa Costa, Felipe Allan Da Silva [UNESP]Cacherik, GiselleDe Souza Todao Bernardino, JardelinaLesbon, Jessika Cristina ChagasSacchetto, LíviaDe Lima, Loyze Paola OliveiraCaldeira, Luiz Artur VieiraMartininghi, MaiaraMoraes, Marília MazziPoleti, Mirele DaianaCattony Neto, Pedro De QueirozCassano, Raquel De Lello Rocha CamposBrassaloti, Ricardo AugustoSlavov, Svetoslav NanevViala, Vincent LouisCoutinho, Luiz LehmannGrotto, Rejane Maria Tommasini [UNESP]Neto, Raul MachadoCovas, Dimas TadeuSampaio, Sandra CoccuzzoElias, Maria CarolinaSouza-Neto, Jayme A. [UNESP]2023-07-29T12:55:23Z2023-07-29T12:55:23Z2023-02-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/v15020327Viruses, v. 15, n. 2, 2023.1999-4915http://hdl.handle.net/11449/24696410.3390/v150203272-s2.0-85149665280Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengVirusesinfo:eu-repo/semantics/openAccess2023-07-29T12:55:24Zoai:repositorio.unesp.br:11449/246964Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:30:22.950404Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
title |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
spellingShingle |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil Assato, Patricia Akemi [UNESP] Brazil COVID-19 genomic surveillance SARS-CoV-2 São Paulo |
title_short |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
title_full |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
title_fullStr |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
title_full_unstemmed |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
title_sort |
Retrospective Insights of the COVID-19 Epidemic in the Major Latin American City, São Paulo, Southeastern Brazil |
author |
Assato, Patricia Akemi [UNESP] |
author_facet |
Assato, Patricia Akemi [UNESP] Clemente, Luan Gaspar Giovanetti, Marta Ribeiro, Gabriela Lima, Alex Ranieri Jeronimo Palmieri, Melissa de Moraes, Leonardo Nazario [UNESP] Kashima, Simone Fukumasu, Heidge Nogueira, Maurício Lacerda Alcantara, Luiz Carlos Junior Nicolodelli, Aline Lais Martins, Antonio Jorge Petry, Bruna Banho, Cecilia Artico Dos Santos Barros, Claudia Renata Moncau-Gadbem, Cristina Tschorny Moretti, Debora Botequio De La Roque, Debora Glenda Lima Marqueze, Elaine Cristina Mattos, Elisangela Chicaroni Silva, Fabiana Erica Vilanova Da Da Costa, Felipe Allan Da Silva [UNESP] Cacherik, Giselle De Souza Todao Bernardino, Jardelina Lesbon, Jessika Cristina Chagas Sacchetto, Lívia De Lima, Loyze Paola Oliveira Caldeira, Luiz Artur Vieira Martininghi, Maiara Moraes, Marília Mazzi Poleti, Mirele Daiana Cattony Neto, Pedro De Queiroz Cassano, Raquel De Lello Rocha Campos Brassaloti, Ricardo Augusto Slavov, Svetoslav Nanev Viala, Vincent Louis Coutinho, Luiz Lehmann Grotto, Rejane Maria Tommasini [UNESP] Neto, Raul Machado Covas, Dimas Tadeu Sampaio, Sandra Coccuzzo Elias, Maria Carolina Souza-Neto, Jayme A. [UNESP] |
author_role |
author |
author2 |
Clemente, Luan Gaspar Giovanetti, Marta Ribeiro, Gabriela Lima, Alex Ranieri Jeronimo Palmieri, Melissa de Moraes, Leonardo Nazario [UNESP] Kashima, Simone Fukumasu, Heidge Nogueira, Maurício Lacerda Alcantara, Luiz Carlos Junior Nicolodelli, Aline Lais Martins, Antonio Jorge Petry, Bruna Banho, Cecilia Artico Dos Santos Barros, Claudia Renata Moncau-Gadbem, Cristina Tschorny Moretti, Debora Botequio De La Roque, Debora Glenda Lima Marqueze, Elaine Cristina Mattos, Elisangela Chicaroni Silva, Fabiana Erica Vilanova Da Da Costa, Felipe Allan Da Silva [UNESP] Cacherik, Giselle De Souza Todao Bernardino, Jardelina Lesbon, Jessika Cristina Chagas Sacchetto, Lívia De Lima, Loyze Paola Oliveira Caldeira, Luiz Artur Vieira Martininghi, Maiara Moraes, Marília Mazzi Poleti, Mirele Daiana Cattony Neto, Pedro De Queiroz Cassano, Raquel De Lello Rocha Campos Brassaloti, Ricardo Augusto Slavov, Svetoslav Nanev Viala, Vincent Louis Coutinho, Luiz Lehmann Grotto, Rejane Maria Tommasini [UNESP] Neto, Raul Machado Covas, Dimas Tadeu Sampaio, Sandra Coccuzzo Elias, Maria Carolina Souza-Neto, Jayme A. [UNESP] |
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 author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Universidade de São Paulo (USP) FIOCRUZ Universidade Federal de Minas Gerais (UFMG) Butantan Institute Sao Paulo Municipal Health Department—Coordenadoria de Vigilância em Saúde—Secretaria Municipal de São Paulo Faculdade de Medicina de São José do Rio Preto (FAMERP) Secretaria Municipal de São Paulo |
dc.contributor.author.fl_str_mv |
Assato, Patricia Akemi [UNESP] Clemente, Luan Gaspar Giovanetti, Marta Ribeiro, Gabriela Lima, Alex Ranieri Jeronimo Palmieri, Melissa de Moraes, Leonardo Nazario [UNESP] Kashima, Simone Fukumasu, Heidge Nogueira, Maurício Lacerda Alcantara, Luiz Carlos Junior Nicolodelli, Aline Lais Martins, Antonio Jorge Petry, Bruna Banho, Cecilia Artico Dos Santos Barros, Claudia Renata Moncau-Gadbem, Cristina Tschorny Moretti, Debora Botequio De La Roque, Debora Glenda Lima Marqueze, Elaine Cristina Mattos, Elisangela Chicaroni Silva, Fabiana Erica Vilanova Da Da Costa, Felipe Allan Da Silva [UNESP] Cacherik, Giselle De Souza Todao Bernardino, Jardelina Lesbon, Jessika Cristina Chagas Sacchetto, Lívia De Lima, Loyze Paola Oliveira Caldeira, Luiz Artur Vieira Martininghi, Maiara Moraes, Marília Mazzi Poleti, Mirele Daiana Cattony Neto, Pedro De Queiroz Cassano, Raquel De Lello Rocha Campos Brassaloti, Ricardo Augusto Slavov, Svetoslav Nanev Viala, Vincent Louis Coutinho, Luiz Lehmann Grotto, Rejane Maria Tommasini [UNESP] Neto, Raul Machado Covas, Dimas Tadeu Sampaio, Sandra Coccuzzo Elias, Maria Carolina Souza-Neto, Jayme A. [UNESP] |
dc.subject.por.fl_str_mv |
Brazil COVID-19 genomic surveillance SARS-CoV-2 São Paulo |
topic |
Brazil COVID-19 genomic surveillance SARS-CoV-2 São Paulo |
description |
São Paulo is the financial center of Brazil, with a population of over 12 million, that receives travelers from all over the world for business and tourism. It was the first city in Brazil to report a case of COVID-19 that rapidly spread across the city despite the implementation of the restriction measures. Despite many reports, much is still unknown regarding the genomic diversity and transmission dynamics of this virus in the city of São Paulo. Thus, in this study, we provide a retrospective overview of the COVID-19 epidemic in São Paulo City, Southeastern, Brazil, by generating a total of 9995 near-complete genome sequences from all the city’s different macro-regions (North, West, Central, East, South, and Southeast). Our analysis revealed that multiple independent introduction events of different variants (mainly Gamma, Delta, and Omicron) occurred throughout time. Additionally, our estimates of viral movement within the different macro-regions further suggested that the East and the Southeast regions were the largest contributors to the Gamma and Delta viral exchanges to other regions. Meanwhile, the North region had a higher contribution to the dispersion of the Omicron variant. Together, our results reinforce the importance of increasing SARS-CoV-2 genomic monitoring within the city and the country to track the real-time evolution of the virus and to detect earlier any eventual emergency of new variants of concern that could undermine the fight against COVID-19 in Brazil and worldwide. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-07-29T12:55:23Z 2023-07-29T12:55:23Z 2023-02-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.3390/v15020327 Viruses, v. 15, n. 2, 2023. 1999-4915 http://hdl.handle.net/11449/246964 10.3390/v15020327 2-s2.0-85149665280 |
url |
http://dx.doi.org/10.3390/v15020327 http://hdl.handle.net/11449/246964 |
identifier_str_mv |
Viruses, v. 15, n. 2, 2023. 1999-4915 10.3390/v15020327 2-s2.0-85149665280 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Viruses |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
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1808129211215380480 |