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spelling 2023-10-31T21:33:38Z2023-10-31T21:33:38Z20221379971312https://doi.org/10.3389/fmicb.2022.7997131664-302Xhttp://hdl.handle.net/1843/60394CNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoFAPEMIG - Fundação de Amparo à Pesquisa do Estado de Minas GeraisFINEP - Financiadora de Estudos e Projetos, Financiadora de Estudos e ProjetosFAPERJ - Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de JaneiroThe COVID-19 pandemic has created an unprecedented need for epidemiological monitoring using diverse strategies. We conducted a project combining prevalence, seroprevalence, and genomic surveillance approaches to describe the initial pandemic stages in Betim City, Brazil. We collected 3239 subjects in a population-based age-, sex- and neighborhood-stratified, household, prospective; cross-sectional study divided into three surveys 21 days apart sampling the same geographical area. In the first survey, overall prevalence (participants positive in serological or molecular tests) reached 0.46% (90% CI 0.12–0.80%), followed by 2.69% (90% CI 1.88–3.49%) in the second survey and 6.67% (90% CI 5.42–7.92%) in the third. The underreporting reached 11, 19.6, and 20.4 times in each survey. We observed increased odds to test positive in females compared to males (OR 1.88 95% CI 1.25–2.82), while the single best predictor for positivity was ageusia/anosmia (OR 8.12, 95% CI 4.72–13.98). Thirty-five SARS-CoV-2 genomes were sequenced, of which 18 were classified as lineage B.1.1.28, while 17 were B.1.1.33. Multiple independent viral introductions were observed. Integration of multiple epidemiological strategies was able to adequately describe COVID-19 dispersion in the city. Presented results have helped local government authorities to guide pandemic management.engUniversidade Federal de Minas GeraisUFMGBrasilICB - DEPARTAMENTO DE BOTÂNICAICB - INSTITUTO DE CIÊNCIAS BIOLOGICASFrontiers in MicrobiologyCOVID-19SARS-CoV-2GenomasPandemiaCOVID-19SARS-CoV-2GenomasPandemiaSeroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://www.frontiersin.org/articles/10.3389/fmicb.2022.799713/fullAna Valesca Fernandes GilsonsilvaAdriano Neves CoelhoJúlia Maria Saraiva DuarteAugusto Viana da RochaLuiz Gonzaga Paula de AlmeidaJoão Locke Ferreira de AraújoHilton Soares de OliveiraNova Jersey Cláudio de OliveiraCamila ZoliniJôsy Hubner de SousaElizângela Gonçalves de SouzaDiego MenezesRafael Marques de SouzaLuciana de Lima FerreiraAlexandra Lehmkuhl GerberAna Paula de Campos GuimarãesPaulo Henrique Silva MaiaFernanda Martins MarimLucyene MiguitaCristiane Campos MonteiroTuffi Saliba NetoFabrícia Soares Freire PugêdoFilipe Romero Rebello MoreiraDaniel Costa QueirozDamares Nigia Alborguetti Cuzzuol QueirozLuciana Cunha Resende-MoreiraFranciele Martins SantosErika Fernanda Carlos SouzaCarolina Moreira VolochAna Tereza VasconcelosRenato Santana de AguiarRenan Pedra de SouzaOctávio Alcântara TorresPaula Luize Camargos FonsecaRennan Garcias MoreiraHugo José AlvesVivian Ribeiro AlvesTânia Maria de Resende Amaralapplication/pdfinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGLICENSELicense.txtLicense.txttext/plain; charset=utf-82042https://repositorio.ufmg.br/bitstream/1843/60394/1/License.txtfa505098d172de0bc8864fc1287ffe22MD51ORIGINALSeroprevalence, Prevalence, and Genomic Surveillance_ Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil.pdfSeroprevalence, Prevalence, and Genomic Surveillance_ Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil.pdfapplication/pdf609068https://repositorio.ufmg.br/bitstream/1843/60394/2/Seroprevalence%2c%20Prevalence%2c%20and%20Genomic%20Surveillance_%20Monitoring%20the%20Initial%20Phases%20of%20the%20SARS-CoV-2%20Pandemic%20in%20Betim%2c%20Brazil.pdfe02124205f30690e9553bba7a4012e5fMD521843/603942023-10-31 18:33:38.422oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-10-31T21:33:38Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
title Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
spellingShingle Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
Ana Valesca Fernandes Gilsonsilva
COVID-19
SARS-CoV-2
Genomas
Pandemia
COVID-19
SARS-CoV-2
Genomas
Pandemia
title_short Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
title_full Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
title_fullStr Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
title_full_unstemmed Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
title_sort Seroprevalence, Prevalence, and Genomic Surveillance: Monitoring the Initial Phases of the SARS-CoV-2 Pandemic in Betim, Brazil
author Ana Valesca Fernandes Gilsonsilva
author_facet Ana Valesca Fernandes Gilsonsilva
Adriano Neves Coelho
Júlia Maria Saraiva Duarte
Augusto Viana da Rocha
Luiz Gonzaga Paula de Almeida
João Locke Ferreira de Araújo
Hilton Soares de Oliveira
Nova Jersey Cláudio de Oliveira
Camila Zolini
Jôsy Hubner de Sousa
Elizângela Gonçalves de Souza
Diego Menezes
Rafael Marques de Souza
Luciana de Lima Ferreira
Alexandra Lehmkuhl Gerber
Ana Paula de Campos Guimarães
Paulo Henrique Silva Maia
Fernanda Martins Marim
Lucyene Miguita
Cristiane Campos Monteiro
Tuffi Saliba Neto
Fabrícia Soares Freire Pugêdo
Filipe Romero Rebello Moreira
Daniel Costa Queiroz
Damares Nigia Alborguetti Cuzzuol Queiroz
Luciana Cunha Resende-Moreira
Franciele Martins Santos
Erika Fernanda Carlos Souza
Carolina Moreira Voloch
Ana Tereza Vasconcelos
Renato Santana de Aguiar
Renan Pedra de Souza
Octávio Alcântara Torres
Paula Luize Camargos Fonseca
Rennan Garcias Moreira
Hugo José Alves
Vivian Ribeiro Alves
Tânia Maria de Resende Amaral
author_role author
author2 Adriano Neves Coelho
Júlia Maria Saraiva Duarte
Augusto Viana da Rocha
Luiz Gonzaga Paula de Almeida
João Locke Ferreira de Araújo
Hilton Soares de Oliveira
Nova Jersey Cláudio de Oliveira
Camila Zolini
Jôsy Hubner de Sousa
Elizângela Gonçalves de Souza
Diego Menezes
Rafael Marques de Souza
Luciana de Lima Ferreira
Alexandra Lehmkuhl Gerber
Ana Paula de Campos Guimarães
Paulo Henrique Silva Maia
Fernanda Martins Marim
Lucyene Miguita
Cristiane Campos Monteiro
Tuffi Saliba Neto
Fabrícia Soares Freire Pugêdo
Filipe Romero Rebello Moreira
Daniel Costa Queiroz
Damares Nigia Alborguetti Cuzzuol Queiroz
Luciana Cunha Resende-Moreira
Franciele Martins Santos
Erika Fernanda Carlos Souza
Carolina Moreira Voloch
Ana Tereza Vasconcelos
Renato Santana de Aguiar
Renan Pedra de Souza
Octávio Alcântara Torres
Paula Luize Camargos Fonseca
Rennan Garcias Moreira
Hugo José Alves
Vivian Ribeiro Alves
Tânia Maria de Resende Amaral
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
dc.contributor.author.fl_str_mv Ana Valesca Fernandes Gilsonsilva
Adriano Neves Coelho
Júlia Maria Saraiva Duarte
Augusto Viana da Rocha
Luiz Gonzaga Paula de Almeida
João Locke Ferreira de Araújo
Hilton Soares de Oliveira
Nova Jersey Cláudio de Oliveira
Camila Zolini
Jôsy Hubner de Sousa
Elizângela Gonçalves de Souza
Diego Menezes
Rafael Marques de Souza
Luciana de Lima Ferreira
Alexandra Lehmkuhl Gerber
Ana Paula de Campos Guimarães
Paulo Henrique Silva Maia
Fernanda Martins Marim
Lucyene Miguita
Cristiane Campos Monteiro
Tuffi Saliba Neto
Fabrícia Soares Freire Pugêdo
Filipe Romero Rebello Moreira
Daniel Costa Queiroz
Damares Nigia Alborguetti Cuzzuol Queiroz
Luciana Cunha Resende-Moreira
Franciele Martins Santos
Erika Fernanda Carlos Souza
Carolina Moreira Voloch
Ana Tereza Vasconcelos
Renato Santana de Aguiar
Renan Pedra de Souza
Octávio Alcântara Torres
Paula Luize Camargos Fonseca
Rennan Garcias Moreira
Hugo José Alves
Vivian Ribeiro Alves
Tânia Maria de Resende Amaral
dc.subject.por.fl_str_mv COVID-19
SARS-CoV-2
Genomas
Pandemia
topic COVID-19
SARS-CoV-2
Genomas
Pandemia
COVID-19
SARS-CoV-2
Genomas
Pandemia
dc.subject.other.pt_BR.fl_str_mv COVID-19
SARS-CoV-2
Genomas
Pandemia
description CNPq - Conselho Nacional de Desenvolvimento Científico e Tecnológico
publishDate 2022
dc.date.issued.fl_str_mv 2022
dc.date.accessioned.fl_str_mv 2023-10-31T21:33:38Z
dc.date.available.fl_str_mv 2023-10-31T21:33:38Z
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://hdl.handle.net/1843/60394
dc.identifier.doi.pt_BR.fl_str_mv https://doi.org/10.3389/fmicb.2022.799713
dc.identifier.issn.pt_BR.fl_str_mv 1664-302X
url https://doi.org/10.3389/fmicb.2022.799713
http://hdl.handle.net/1843/60394
identifier_str_mv 1664-302X
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Frontiers in Microbiology
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ICB - DEPARTAMENTO DE BOTÂNICA
ICB - INSTITUTO DE CIÊNCIAS BIOLOGICAS
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
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