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Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil
Brazil has experienced some of the highest numbers of COVID-19 cases and deaths globally and from May 2021 made Latin America a pandemic epicenter. Although SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, important gaps remain in our understanding of virus transmission...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978948/ https://www.ncbi.nlm.nih.gov/pubmed/35378755 http://dx.doi.org/10.1101/2021.10.07.21264644 |
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author | Giovanetti, Marta Slavov, Svetoslav Nanev Fonseca, Vagner Wilkinson, Eduan Tegally, Houriiyah Patané, José Salvatore Leister Viala, Vincent Louis San, James Emmanuel Rodrigues, Evandra Strazza Santos, Elaine Vieira Aburjaile, Flavia Xavier, Joilson Fritsch, Hegger Adelino, Talita Emile Ribeiro Pereira, Felicidade Leal, Arabela de Melo Iani, Felipe Campos de Carvalho Pereira, Glauco Vazquez, Cynthia Mercedes Estigarribia Sanabria, Gladys de Oliveira, Elaine Cristina Demarchi, Luiz Croda, Julio dos Santos Bezerra, Rafael de Lima, Loyze Paola Oliveira Martins, Antonio Jorge dos Santos Barros, Claudia Renata Marqueze, Elaine Cristina de Souza Todao Bernardino, Jardelina Moretti, Debora Botequio Brassaloti, Ricardo Augusto de Lello Rocha Campos Cassano, Raquel Mariani, Pilar Drummond Sampaio Corrêa Kitajima, João Paulo Santos, Bibiana Proto-Siqueira, Rodrigo Cantarelli, Vlademir Vicente Tosta, Stephane Nardy, Vanessa Brandão de Oliveira da Silva, Luciana Reboredo Kelly Astete Gómez, Marcela Lima, Jaqueline Gomes Ribeiro, Adriana Aparecida Guimarães, Natália Rocha Watanabe, Luiz Takao Da Silva, Luana Barbosa da Silva Ferreira, Raquel da Penha, Mara Patricia F. Ortega, María José de la Fuente, Andrea Gómez Villalba, Shirley Torales, Juan Gamarra, María Liz Aquino, Carolina Martínez Figueredo, Gloria Patricia Fava, Wellington Santos Motta-Castro, Ana Rita C. Venturini, James de Oliveira, Sandra Maria do Vale Leone Gonçalves, Crhistinne Cavalheiro Maymone do Carmo Debur Rossa, Maria Becker, Guilherme Nardi Presibella, Mayra Marinho Marques, Nelson Quallio Riediger, Irina Nastassja Raboni, Sonia Coelho, Gabriela Mattoso Cataneo, Allan Henrique Depieri Zanluca, Camila dos Santos, Claudia N Duarte Assato, Patricia Akemi da Costa, Felipe Allan da Silva Poleti, Mirele Daiana Lesbon, Jessika Cristina Chagas Mattos, Elisangela Chicaroni Banho, Cecilia Artico Sacchetto, Lívia Moraes, Marília Mazzi Grotto, Rejane Maria Tommasini Souza-Neto, Jayme A. Nogueira, Maurício Lacerda Fukumasu, Heidge Coutinho, Luiz Lehmann Calado, Rodrigo Tocantins Neto, Raul Machado de Filippis, Ana Maria Bispo da Cunha, Rivaldo Venancio Freitas, Carla Peterka, Cassio Roberto Leonel de Fátima Rangel Fernandes, Cássia de Araújo, Wildo Navegantes do Carmo Said, Rodrigo Fabiano Almiron, Maria de Albuquerque e Melo, Carlos Frederico Campelo Lourenço, José de Oliveira, Tulio Holmes, Edward C. Haddad, Ricardo Sampaio, Sandra Coccuzzo Elias, Maria Carolina Kashima, Simone de Alcantara, Luiz Carlos Junior Covas, Dimas Tadeu |
author_facet | Giovanetti, Marta Slavov, Svetoslav Nanev Fonseca, Vagner Wilkinson, Eduan Tegally, Houriiyah Patané, José Salvatore Leister Viala, Vincent Louis San, James Emmanuel Rodrigues, Evandra Strazza Santos, Elaine Vieira Aburjaile, Flavia Xavier, Joilson Fritsch, Hegger Adelino, Talita Emile Ribeiro Pereira, Felicidade Leal, Arabela de Melo Iani, Felipe Campos de Carvalho Pereira, Glauco Vazquez, Cynthia Mercedes Estigarribia Sanabria, Gladys de Oliveira, Elaine Cristina Demarchi, Luiz Croda, Julio dos Santos Bezerra, Rafael de Lima, Loyze Paola Oliveira Martins, Antonio Jorge dos Santos Barros, Claudia Renata Marqueze, Elaine Cristina de Souza Todao Bernardino, Jardelina Moretti, Debora Botequio Brassaloti, Ricardo Augusto de Lello Rocha Campos Cassano, Raquel Mariani, Pilar Drummond Sampaio Corrêa Kitajima, João Paulo Santos, Bibiana Proto-Siqueira, Rodrigo Cantarelli, Vlademir Vicente Tosta, Stephane Nardy, Vanessa Brandão de Oliveira da Silva, Luciana Reboredo Kelly Astete Gómez, Marcela Lima, Jaqueline Gomes Ribeiro, Adriana Aparecida Guimarães, Natália Rocha Watanabe, Luiz Takao Da Silva, Luana Barbosa da Silva Ferreira, Raquel da Penha, Mara Patricia F. Ortega, María José de la Fuente, Andrea Gómez Villalba, Shirley Torales, Juan Gamarra, María Liz Aquino, Carolina Martínez Figueredo, Gloria Patricia Fava, Wellington Santos Motta-Castro, Ana Rita C. Venturini, James de Oliveira, Sandra Maria do Vale Leone Gonçalves, Crhistinne Cavalheiro Maymone do Carmo Debur Rossa, Maria Becker, Guilherme Nardi Presibella, Mayra Marinho Marques, Nelson Quallio Riediger, Irina Nastassja Raboni, Sonia Coelho, Gabriela Mattoso Cataneo, Allan Henrique Depieri Zanluca, Camila dos Santos, Claudia N Duarte Assato, Patricia Akemi da Costa, Felipe Allan da Silva Poleti, Mirele Daiana Lesbon, Jessika Cristina Chagas Mattos, Elisangela Chicaroni Banho, Cecilia Artico Sacchetto, Lívia Moraes, Marília Mazzi Grotto, Rejane Maria Tommasini Souza-Neto, Jayme A. Nogueira, Maurício Lacerda Fukumasu, Heidge Coutinho, Luiz Lehmann Calado, Rodrigo Tocantins Neto, Raul Machado de Filippis, Ana Maria Bispo da Cunha, Rivaldo Venancio Freitas, Carla Peterka, Cassio Roberto Leonel de Fátima Rangel Fernandes, Cássia de Araújo, Wildo Navegantes do Carmo Said, Rodrigo Fabiano Almiron, Maria de Albuquerque e Melo, Carlos Frederico Campelo Lourenço, José de Oliveira, Tulio Holmes, Edward C. Haddad, Ricardo Sampaio, Sandra Coccuzzo Elias, Maria Carolina Kashima, Simone de Alcantara, Luiz Carlos Junior Covas, Dimas Tadeu |
author_sort | Giovanetti, Marta |
collection | PubMed |
description | Brazil has experienced some of the highest numbers of COVID-19 cases and deaths globally and from May 2021 made Latin America a pandemic epicenter. Although SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, important gaps remain in our understanding of virus transmission dynamics at the national scale. Here, we describe the genomic epidemiology of SARS-CoV-2 using near-full genomes sampled from 27 Brazilian states and a bordering country - Paraguay. We show that the early stage of the pandemic in Brazil was characterised by the co-circulation of multiple viral lineages, linked to multiple importations predominantly from Europe, and subsequently characterized by large local transmission clusters. As the epidemic progressed under an absence of effective restriction measures, there was a local emergence and onward international spread of Variants of Concern (VOC) and Variants Under Monitoring (VUM), including Gamma (P.1) and Zeta (P.2). In addition, we provide a preliminary genomic overview of the epidemic in Paraguay, showing evidence of importation from Brazil. These data reinforce the usefulness and need for the implementation of widespread genomic surveillance in South America as a toolkit for pandemic monitoring that provides a means to follow the real-time spread of emerging SARS-CoV-2 variants with possible implications for public health and immunization strategies. |
format | Online Article Text |
id | pubmed-8978948 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-89789482022-04-05 Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil Giovanetti, Marta Slavov, Svetoslav Nanev Fonseca, Vagner Wilkinson, Eduan Tegally, Houriiyah Patané, José Salvatore Leister Viala, Vincent Louis San, James Emmanuel Rodrigues, Evandra Strazza Santos, Elaine Vieira Aburjaile, Flavia Xavier, Joilson Fritsch, Hegger Adelino, Talita Emile Ribeiro Pereira, Felicidade Leal, Arabela de Melo Iani, Felipe Campos de Carvalho Pereira, Glauco Vazquez, Cynthia Mercedes Estigarribia Sanabria, Gladys de Oliveira, Elaine Cristina Demarchi, Luiz Croda, Julio dos Santos Bezerra, Rafael de Lima, Loyze Paola Oliveira Martins, Antonio Jorge dos Santos Barros, Claudia Renata Marqueze, Elaine Cristina de Souza Todao Bernardino, Jardelina Moretti, Debora Botequio Brassaloti, Ricardo Augusto de Lello Rocha Campos Cassano, Raquel Mariani, Pilar Drummond Sampaio Corrêa Kitajima, João Paulo Santos, Bibiana Proto-Siqueira, Rodrigo Cantarelli, Vlademir Vicente Tosta, Stephane Nardy, Vanessa Brandão de Oliveira da Silva, Luciana Reboredo Kelly Astete Gómez, Marcela Lima, Jaqueline Gomes Ribeiro, Adriana Aparecida Guimarães, Natália Rocha Watanabe, Luiz Takao Da Silva, Luana Barbosa da Silva Ferreira, Raquel da Penha, Mara Patricia F. Ortega, María José de la Fuente, Andrea Gómez Villalba, Shirley Torales, Juan Gamarra, María Liz Aquino, Carolina Martínez Figueredo, Gloria Patricia Fava, Wellington Santos Motta-Castro, Ana Rita C. Venturini, James de Oliveira, Sandra Maria do Vale Leone Gonçalves, Crhistinne Cavalheiro Maymone do Carmo Debur Rossa, Maria Becker, Guilherme Nardi Presibella, Mayra Marinho Marques, Nelson Quallio Riediger, Irina Nastassja Raboni, Sonia Coelho, Gabriela Mattoso Cataneo, Allan Henrique Depieri Zanluca, Camila dos Santos, Claudia N Duarte Assato, Patricia Akemi da Costa, Felipe Allan da Silva Poleti, Mirele Daiana Lesbon, Jessika Cristina Chagas Mattos, Elisangela Chicaroni Banho, Cecilia Artico Sacchetto, Lívia Moraes, Marília Mazzi Grotto, Rejane Maria Tommasini Souza-Neto, Jayme A. Nogueira, Maurício Lacerda Fukumasu, Heidge Coutinho, Luiz Lehmann Calado, Rodrigo Tocantins Neto, Raul Machado de Filippis, Ana Maria Bispo da Cunha, Rivaldo Venancio Freitas, Carla Peterka, Cassio Roberto Leonel de Fátima Rangel Fernandes, Cássia de Araújo, Wildo Navegantes do Carmo Said, Rodrigo Fabiano Almiron, Maria de Albuquerque e Melo, Carlos Frederico Campelo Lourenço, José de Oliveira, Tulio Holmes, Edward C. Haddad, Ricardo Sampaio, Sandra Coccuzzo Elias, Maria Carolina Kashima, Simone de Alcantara, Luiz Carlos Junior Covas, Dimas Tadeu medRxiv Article Brazil has experienced some of the highest numbers of COVID-19 cases and deaths globally and from May 2021 made Latin America a pandemic epicenter. Although SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, important gaps remain in our understanding of virus transmission dynamics at the national scale. Here, we describe the genomic epidemiology of SARS-CoV-2 using near-full genomes sampled from 27 Brazilian states and a bordering country - Paraguay. We show that the early stage of the pandemic in Brazil was characterised by the co-circulation of multiple viral lineages, linked to multiple importations predominantly from Europe, and subsequently characterized by large local transmission clusters. As the epidemic progressed under an absence of effective restriction measures, there was a local emergence and onward international spread of Variants of Concern (VOC) and Variants Under Monitoring (VUM), including Gamma (P.1) and Zeta (P.2). In addition, we provide a preliminary genomic overview of the epidemic in Paraguay, showing evidence of importation from Brazil. These data reinforce the usefulness and need for the implementation of widespread genomic surveillance in South America as a toolkit for pandemic monitoring that provides a means to follow the real-time spread of emerging SARS-CoV-2 variants with possible implications for public health and immunization strategies. Cold Spring Harbor Laboratory 2022-03-28 /pmc/articles/PMC8978948/ /pubmed/35378755 http://dx.doi.org/10.1101/2021.10.07.21264644 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Giovanetti, Marta Slavov, Svetoslav Nanev Fonseca, Vagner Wilkinson, Eduan Tegally, Houriiyah Patané, José Salvatore Leister Viala, Vincent Louis San, James Emmanuel Rodrigues, Evandra Strazza Santos, Elaine Vieira Aburjaile, Flavia Xavier, Joilson Fritsch, Hegger Adelino, Talita Emile Ribeiro Pereira, Felicidade Leal, Arabela de Melo Iani, Felipe Campos de Carvalho Pereira, Glauco Vazquez, Cynthia Mercedes Estigarribia Sanabria, Gladys de Oliveira, Elaine Cristina Demarchi, Luiz Croda, Julio dos Santos Bezerra, Rafael de Lima, Loyze Paola Oliveira Martins, Antonio Jorge dos Santos Barros, Claudia Renata Marqueze, Elaine Cristina de Souza Todao Bernardino, Jardelina Moretti, Debora Botequio Brassaloti, Ricardo Augusto de Lello Rocha Campos Cassano, Raquel Mariani, Pilar Drummond Sampaio Corrêa Kitajima, João Paulo Santos, Bibiana Proto-Siqueira, Rodrigo Cantarelli, Vlademir Vicente Tosta, Stephane Nardy, Vanessa Brandão de Oliveira da Silva, Luciana Reboredo Kelly Astete Gómez, Marcela Lima, Jaqueline Gomes Ribeiro, Adriana Aparecida Guimarães, Natália Rocha Watanabe, Luiz Takao Da Silva, Luana Barbosa da Silva Ferreira, Raquel da Penha, Mara Patricia F. Ortega, María José de la Fuente, Andrea Gómez Villalba, Shirley Torales, Juan Gamarra, María Liz Aquino, Carolina Martínez Figueredo, Gloria Patricia Fava, Wellington Santos Motta-Castro, Ana Rita C. Venturini, James de Oliveira, Sandra Maria do Vale Leone Gonçalves, Crhistinne Cavalheiro Maymone do Carmo Debur Rossa, Maria Becker, Guilherme Nardi Presibella, Mayra Marinho Marques, Nelson Quallio Riediger, Irina Nastassja Raboni, Sonia Coelho, Gabriela Mattoso Cataneo, Allan Henrique Depieri Zanluca, Camila dos Santos, Claudia N Duarte Assato, Patricia Akemi da Costa, Felipe Allan da Silva Poleti, Mirele Daiana Lesbon, Jessika Cristina Chagas Mattos, Elisangela Chicaroni Banho, Cecilia Artico Sacchetto, Lívia Moraes, Marília Mazzi Grotto, Rejane Maria Tommasini Souza-Neto, Jayme A. Nogueira, Maurício Lacerda Fukumasu, Heidge Coutinho, Luiz Lehmann Calado, Rodrigo Tocantins Neto, Raul Machado de Filippis, Ana Maria Bispo da Cunha, Rivaldo Venancio Freitas, Carla Peterka, Cassio Roberto Leonel de Fátima Rangel Fernandes, Cássia de Araújo, Wildo Navegantes do Carmo Said, Rodrigo Fabiano Almiron, Maria de Albuquerque e Melo, Carlos Frederico Campelo Lourenço, José de Oliveira, Tulio Holmes, Edward C. Haddad, Ricardo Sampaio, Sandra Coccuzzo Elias, Maria Carolina Kashima, Simone de Alcantara, Luiz Carlos Junior Covas, Dimas Tadeu Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title | Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title_full | Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title_fullStr | Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title_full_unstemmed | Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title_short | Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil |
title_sort | genomic epidemiology reveals the impact of national and international restrictions measures on the sars-cov-2 epidemic in brazil |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978948/ https://www.ncbi.nlm.nih.gov/pubmed/35378755 http://dx.doi.org/10.1101/2021.10.07.21264644 |
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genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT defilippisanamariabispo genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT dacunharivaldovenancio genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT freitascarla genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT peterkacassiorobertoleonel genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT defatimarangelfernandescassia genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT dearaujowildonavegantes genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT docarmosaidrodrigofabiano genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT almironmaria genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT dealbuquerqueemelocarlosfredericocampelo genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT lourencojose genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT deoliveiratulio genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT holmesedwardc genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT haddadricardo genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT sampaiosandracoccuzzo genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT eliasmariacarolina genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT kashimasimone genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT dealcantaraluizcarlosjunior genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil AT covasdimastadeu genomicepidemiologyrevealstheimpactofnationalandinternationalrestrictionsmeasuresonthesarscov2epidemicinbrazil |