Evidence map›Paper›PMID 35982313›Full record

ArticleNature microbiology2022

Genomic epidemiology of the SARS-CoV-2 epidemic in Brazil.

Marta Giovanetti, Svetoslav Nanev Slavov, Vagner Fonseca, Eduan Wilkinson, Houriiyah Tegally, José Salvatore Leister Patané, Vincent Louis Viala, Emmanuel James San, Evandra Strazza Rodrigues, Elaine Vieira Santos and 93 more

Abstract read
In one paragraph

Article in Nature microbiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
74citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

74 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Nanopore Sequencing for Chikungunya Virus: Principles and Application.Methods in molecular biology (Clifton, N.J.) · 2027
    Article
  4. Article
  5. Review
  6. Article
  7. Observational
  8. Enhancing SARS-CoV-2 response capacity in Africa and other centers for research in emerging infectious diseases centres through a collaborative training programme.Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases · 2026
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
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  18. Review
  19. Article
  20. Article

14 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

103 authors.

Marta Giovanetti *Laboratório de Flavivirus, Fundacao Oswaldo Cruz, Rio de Janeiro, Brazil.
Svetoslav Nanev Slavov *Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Vagner Fonseca *Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0001-5521-6448
Eduan Wilkinson *Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa.ORCID http://orcid.org/0000-0002-2503-9441
Houriiyah Tegally *Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa.
José Salvatore Leister Patané *Butantan Institute, São Paulo, Brazil.
Vincent Louis VialaButantan Institute, São Paulo, Brazil.ORCID http://orcid.org/0000-0003-2267-9985
Emmanuel James SanCentre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa.ORCID http://orcid.org/0000-0002-5736-664X
Evandra Strazza RodriguesBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Elaine Vieira SantosBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Flavia AburjaileLaboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-1067-1882
Joilson XavierLaboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0003-3916-2018
Hegger FritschLaboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
Talita Emile Ribeiro AdelinoLaboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-1471-0084
Felicidade PereiraLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Arabela LealLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Felipe Campos de Melo IaniLaboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-3629-8529
Glauco de Carvalho PereiraLaboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil.
Cynthia VazquezLaboratório Central de Salud Pública, Asunción, Paraguay.
Gladys Mercedes Estigarribia SanabriaLaboratório Central de Salud Pública, Asunción, Paraguay.
Elaine Cristina de OliveiraLaboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil.
Luiz DemarchiLaboratório Central de Saúde Pública do Estado de Mato Grosso do Sul (LACEN-MS), Campo Grande, Mato Grosso do Sul, Brazil.ORCID http://orcid.org/0000-0001-8693-7897
Julio CrodaUniversidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.ORCID http://orcid.org/0000-0002-6665-6825
Rafael Dos Santos BezerraBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Loyze Paola Oliveira de LimaButantan Institute, São Paulo, Brazil.
Antonio Jorge MartinsButantan Institute, São Paulo, Brazil.
Claudia Renata Dos Santos BarrosButantan Institute, São Paulo, Brazil.
Elaine Cristina MarquezeButantan Institute, São Paulo, Brazil.ORCID http://orcid.org/0000-0002-4987-7757
Jardelina de Souza Todao BernardinoButantan Institute, São Paulo, Brazil.
Debora Botequio MorettiButantan Institute, São Paulo, Brazil.ORCID http://orcid.org/0000-0003-0912-9989
Ricardo Augusto BrassalotiCentro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba, São Paulo, Brazil.
Raquel de Lello Rocha Campos CassanoCentro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba, São Paulo, Brazil.
Pilar Drummond Sampaio Corrêa MarianiNGS Soluções Genômicas, Piracicaba, São Paulo, Brazil.
João Paulo KitajimaMendelics Análise Genômica, São Paulo, Brazil.
Bibiana SantosMendelics Análise Genômica, São Paulo, Brazil.
Rodrigo Proto-SiqueiraInstituto de Biologia Molecular, Laboratório Antonello, Rio Grande do Sul, Brazil.
Vlademir Vicente CantarelliUniversidade Federal de Ciencias da Saúde de Porto Alegre (UFCSPA), Universidade Feevale, Grupo Exame Laboratórios, Rio Grande do Sul, Brazil.
Stephane TostaLaboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
Vanessa Brandão NardyLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Luciana Reboredo de Oliveira da SilvaLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Marcela Kelly Astete GómezLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Jaqueline Gomes LimaLaboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil.
Adriana Aparecida RibeiroLaboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil.
Natália Rocha GuimarãesLaboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil.
Luiz Takao WatanabeLaboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil.
Luana Barbosa Da SilvaLaboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil.
Raquel da Silva FerreiraLaboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil.
Mara Patricia F da PenhaVigilancia em Saúde do Estado de Mato Grosso, Cuiabá, Mato Grosso, Brazil.
María José OrtegaLaboratório Central de Salud Pública, Asunción, Paraguay.
Andrea Gómez de la FuenteLaboratório Central de Salud Pública, Asunción, Paraguay.
Shirley VillalbaLaboratório Central de Salud Pública, Asunción, Paraguay.
Juan ToralesLaboratório Central de Salud Pública, Asunción, Paraguay.
María Liz GamarraLaboratório Central de Salud Pública, Asunción, Paraguay.
Carolina AquinoLaboratório Central de Salud Pública, Asunción, Paraguay.
Gloria Patricia Martínez FigueredoLaboratório Central de Salud Pública, Asunción, Paraguay.
Wellington Santos FavaUniversidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
Ana Rita C Motta-CastroUniversidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
James VenturiniUniversidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
Sandra Maria do Vale Leone de OliveiraUniversidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
Crhistinne Cavalheiro Maymone GonçalvesSecretaria de Saude do Estado do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
Maria do Carmo Debur RossaLaboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil.
Guilherme Nardi BeckerLaboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil.
Mayra Presibella GiacominiLaboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil.
Nelson Quallio MarquesLaboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil.
Irina Nastassja RiedigerLaboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil.
Sonia RaboniHospital de Clínicas da Universidade Federal do Paraná, Curitiba, Paraná, Brazil.ORCID http://orcid.org/0000-0001-7907-7585
Gabriela MattosoLaboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil.
Allan D CataneoLaboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil.
Camila ZanlucaLaboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil.ORCID http://orcid.org/0000-0001-7350-9105
Claudia N Duarte Dos SantosLaboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil.
Patricia Akemi AssatoDepartment of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.
Felipe Allan da Silva da CostaDepartment of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.
Mirele Daiana PoletiDepartment of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil.
Jessika Cristina Chagas LesbonDepartment of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil.
Elisangela Chicaroni MattosDepartment of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil.
Cecilia Artico BanhoMedicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil.
Lívia SacchettoMedicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil.ORCID http://orcid.org/0000-0001-9716-6899
Marília Mazzi MoraesMedicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil.ORCID http://orcid.org/0000-0002-3545-8551
Rejane Maria Tommasini GrottoDepartment of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.
Jayme A Souza-NetoDepartment of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.
Maurício Lacerda NogueiraMedicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil.ORCID http://orcid.org/0000-0003-1102-2419
Heidge FukumasuDepartment of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil.
Luiz Lehmann CoutinhoCentro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba, São Paulo, Brazil.ORCID http://orcid.org/0000-0002-7266-8881
Rodrigo Tocantins CaladoBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Raul Machado NetoButantan Institute, São Paulo, Brazil.
Ana Maria Bispo de FilippisLaboratório de Flavivirus, Fundacao Oswaldo Cruz, Rio de Janeiro, Brazil.
Rivaldo Venancio da CunhaFundação Oswaldo Cruz, Bio-Manguinhos, Rio de Janeiro, Rio de Janeiro, Brazil.
Carla FreitasCoordenação Geral dos Laboratórios de Saúde Pública/Secretaria de Vigilância em Saúde, Ministério da Saúde, (CGLAB/SVS-MS), Brasília, Distrito Federal, Brazil.
Cassio Roberto Leonel PeterkaCoordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil.
Cássia de Fátima Rangel FernandesDepartamento de Imunização e Doenças Transmissíveisa/Secretaria de Vigilancia em Saude, Ministerio da Saude, Brasılia, Distrito Federal, Brazil.
Wildo NavegantesPan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil.ORCID http://orcid.org/0000-0002-6856-4094
Rodrigo Fabiano do Carmo SaidPan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil.
Carlos F Campelo de A E MeloPan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil.ORCID http://orcid.org/0000-0003-0581-5535
Maria AlmironPan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil.
José LourençoDepartment of Zoology, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-9318-2581
Tulio de OliveiraKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Edward C HolmesMarie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0001-9596-3552
Ricardo HaddadButantan Institute, São Paulo, Brazil.
Sandra Coccuzzo SampaioButantan Institute, São Paulo, Brazil. aroli.coccuzzo@butantan.gov.br.
Maria Carolina EliasButantan Institute, São Paulo, Brazil. arolina.eliassabbaga@butantan.gov.br.ORCID http://orcid.org/0000-0002-0501-8280
Simone KashimaBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil. skashima@hemocentro.fmrp.usp.br.
Luiz Carlos Junior de AlcantaraLaboratório de Flavivirus, Fundacao Oswaldo Cruz, Rio de Janeiro, Brazil. luiz.alcantara@ioc.fiocruz.br.ORCID http://orcid.org/0000-0002-6769-9931
Dimas Tadeu CovasBlood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil. dimas.covas@butantan.gov.br.

Funding

University of Washington Arboviral Research Network (UWARN)U01AI151698 · NIAID · UNIVERSITY OF WASHINGTON · PI Michael Gale, PETER MACGARR RABINOWITZ · 2020 to 2026
$13.3M
Coordinating Research on Emerging Arboviral Threats Encompassing the Neotropics II (CREATE-NEO II)U01AI151807 · NIAID · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Kathryn Alyce Hanley, MAURICIO Lacerda NOGUEIRA · 2020 to 2026
$9.8M
NIAID NIH HHS U01 AI151698NIAID NIH HHS U01 AI151807World Health Organization 001
6 · The paper itself

Abstract

The high numbers of COVID-19 cases and deaths in Brazil have made Latin America an epicentre of the pandemic. SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, but important gaps remain in our understanding of virus transmission dynamics at a national scale. We use 17,135 near-complete genomes sampled from 27 Brazilian states and bordering country Paraguay. From March to November 2020, we detected co-circulation of multiple viral lineages that were linked to multiple importations (predominantly from Europe). After November 2020, we detected large, local transmission clusters within the country. In the absence of effective restriction measures, the epidemic progressed, and in January 2021 there was emergence and onward spread, both within and abroad, of variants of concern and variants under monitoring, including Gamma (P.1) and Zeta (P.2). We also characterized a genomic overview of the epidemic in Paraguay and detected evidence of importation of SARS-CoV-2 ancestor lineages and variants of concern from Brazil. Our findings show that genomic surveillance in Brazil enabled assessment of the real-time spread of emerging SARS-CoV-2 variants.

Indexed as

COVID-19SARS-CoV-2BrazilGenomicsHumans

Identifiers

PMID35982313
PMCPMC9417986

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.