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Evolution and epidemic spread of SARS-CoV-2 in Brazil

Brazil currently has one of the fastest growing SARS-CoV-2 epidemics in the world. Owing to limited available data, assessments of the impact of non-pharmaceutical interventions (NPIs) on virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the repro...

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Autores principales: Candido, Darlan S., Claro, Ingra M., de Jesus, Jaqueline G., Souza, William M., Moreira, Filipe R. R., Dellicour, Simon, Mellan, Thomas A., du Plessis, Louis, Pereira, Rafael H. M., Sales, Flavia C. S., Manuli, Erika R., Thézé, Julien, Almeida, Luiz, Menezes, Mariane T., Voloch, Carolina M., Fumagalli, Marcilio J., Coletti, Thaís M., da Silva, Camila A. M., Ramundo, Mariana S., Amorim, Mariene R., Hoeltgebaum, Henrique H., Mishra, Swapnil, Gill, Mandev S., Carvalho, Luiz M., Buss, Lewis F., Prete, Carlos A., Ashworth, Jordan, Nakaya, Helder I., Peixoto, Pedro S., Brady, Oliver J., Nicholls, Samuel M., Tanuri, Amilcar, Rossi, Átila D., Braga, Carlos K.V., Gerber, Alexandra L., de C. Guimarães, Ana Paula, Gaburo, Nelson, Alencar, Cecila Salete, Ferreira, Alessandro C.S., Lima, Cristiano X., Levi, José Eduardo, Granato, Celso, Ferreira, Giulia M., Francisco, Ronaldo S., Granja, Fabiana, Garcia, Marcia T., Moretti, Maria Luiza, Perroud, Mauricio W., Castiñeiras, Terezinha M. P. P., Lazari, Carolina S., Hill, Sarah C., de Souza Santos, Andreza Aruska, Simeoni, Camila L., Forato, Julia, Sposito, Andrei C., Schreiber, Angelica Z., Santos, Magnun N. N., de Sá, Camila Zolini, Souza, Renan P., Resende-Moreira, Luciana C., Teixeira, Mauro M., Hubner, Josy, Leme, Patricia A. F., Moreira, Rennan G, Nogueira, Maurício L., Ferguson, Neil M, Costa, Silvia F., Proenca-Modena, José Luiz, Vasconcelos, Ana Tereza R., Bhatt, Samir, Lemey, Philippe, Wu, Chieh-Hsi, Rambaut, Andrew, Loman, Nick J., Aguiar, Renato S., Pybus, Oliver G., Sabino, Ester C., Faria, Nuno Rodrigues
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7402630/
https://www.ncbi.nlm.nih.gov/pubmed/32703910
http://dx.doi.org/10.1126/science.abd2161
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author Candido, Darlan S.
Claro, Ingra M.
de Jesus, Jaqueline G.
Souza, William M.
Moreira, Filipe R. R.
Dellicour, Simon
Mellan, Thomas A.
du Plessis, Louis
Pereira, Rafael H. M.
Sales, Flavia C. S.
Manuli, Erika R.
Thézé, Julien
Almeida, Luiz
Menezes, Mariane T.
Voloch, Carolina M.
Fumagalli, Marcilio J.
Coletti, Thaís M.
da Silva, Camila A. M.
Ramundo, Mariana S.
Amorim, Mariene R.
Hoeltgebaum, Henrique H.
Mishra, Swapnil
Gill, Mandev S.
Carvalho, Luiz M.
Buss, Lewis F.
Prete, Carlos A.
Ashworth, Jordan
Nakaya, Helder I.
Peixoto, Pedro S.
Brady, Oliver J.
Nicholls, Samuel M.
Tanuri, Amilcar
Rossi, Átila D.
Braga, Carlos K.V.
Gerber, Alexandra L.
de C. Guimarães, Ana Paula
Gaburo, Nelson
Alencar, Cecila Salete
Ferreira, Alessandro C.S.
Lima, Cristiano X.
Levi, José Eduardo
Granato, Celso
Ferreira, Giulia M.
Francisco, Ronaldo S.
Granja, Fabiana
Garcia, Marcia T.
Moretti, Maria Luiza
Perroud, Mauricio W.
Castiñeiras, Terezinha M. P. P.
Lazari, Carolina S.
Hill, Sarah C.
de Souza Santos, Andreza Aruska
Simeoni, Camila L.
Forato, Julia
Sposito, Andrei C.
Schreiber, Angelica Z.
Santos, Magnun N. N.
de Sá, Camila Zolini
Souza, Renan P.
Resende-Moreira, Luciana C.
Teixeira, Mauro M.
Hubner, Josy
Leme, Patricia A. F.
Moreira, Rennan G
Nogueira, Maurício L.
Ferguson, Neil M
Costa, Silvia F.
Proenca-Modena, José Luiz
Vasconcelos, Ana Tereza R.
Bhatt, Samir
Lemey, Philippe
Wu, Chieh-Hsi
Rambaut, Andrew
Loman, Nick J.
Aguiar, Renato S.
Pybus, Oliver G.
Sabino, Ester C.
Faria, Nuno Rodrigues
author_facet Candido, Darlan S.
Claro, Ingra M.
de Jesus, Jaqueline G.
Souza, William M.
Moreira, Filipe R. R.
Dellicour, Simon
Mellan, Thomas A.
du Plessis, Louis
Pereira, Rafael H. M.
Sales, Flavia C. S.
Manuli, Erika R.
Thézé, Julien
Almeida, Luiz
Menezes, Mariane T.
Voloch, Carolina M.
Fumagalli, Marcilio J.
Coletti, Thaís M.
da Silva, Camila A. M.
Ramundo, Mariana S.
Amorim, Mariene R.
Hoeltgebaum, Henrique H.
Mishra, Swapnil
Gill, Mandev S.
Carvalho, Luiz M.
Buss, Lewis F.
Prete, Carlos A.
Ashworth, Jordan
Nakaya, Helder I.
Peixoto, Pedro S.
Brady, Oliver J.
Nicholls, Samuel M.
Tanuri, Amilcar
Rossi, Átila D.
Braga, Carlos K.V.
Gerber, Alexandra L.
de C. Guimarães, Ana Paula
Gaburo, Nelson
Alencar, Cecila Salete
Ferreira, Alessandro C.S.
Lima, Cristiano X.
Levi, José Eduardo
Granato, Celso
Ferreira, Giulia M.
Francisco, Ronaldo S.
Granja, Fabiana
Garcia, Marcia T.
Moretti, Maria Luiza
Perroud, Mauricio W.
Castiñeiras, Terezinha M. P. P.
Lazari, Carolina S.
Hill, Sarah C.
de Souza Santos, Andreza Aruska
Simeoni, Camila L.
Forato, Julia
Sposito, Andrei C.
Schreiber, Angelica Z.
Santos, Magnun N. N.
de Sá, Camila Zolini
Souza, Renan P.
Resende-Moreira, Luciana C.
Teixeira, Mauro M.
Hubner, Josy
Leme, Patricia A. F.
Moreira, Rennan G
Nogueira, Maurício L.
Ferguson, Neil M
Costa, Silvia F.
Proenca-Modena, José Luiz
Vasconcelos, Ana Tereza R.
Bhatt, Samir
Lemey, Philippe
Wu, Chieh-Hsi
Rambaut, Andrew
Loman, Nick J.
Aguiar, Renato S.
Pybus, Oliver G.
Sabino, Ester C.
Faria, Nuno Rodrigues
author_sort Candido, Darlan S.
collection PubMed
description Brazil currently has one of the fastest growing SARS-CoV-2 epidemics in the world. Owing to limited available data, assessments of the impact of non-pharmaceutical interventions (NPIs) on virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the reproduction number from >3 to 1–1.6 in São Paulo and Rio de Janeiro. Sequencing of 427 new genomes and analysis of a geographically representative genomic dataset identified >100 international virus introductions in Brazil. We estimate that most (76%) of the Brazilian strains fell in three clades that were introduced from Europe between 22 February11 March 2020. During the early epidemic phase, we found that SARS-CoV-2 spread mostly locally and within-state borders. After this period, despite sharp decreases in air travel, we estimated multiple exportations from large urban centers that coincided with a 25% increase in average travelled distances in national flights. This study sheds new light on the epidemic transmission and evolutionary trajectories of SARS-CoV-2 lineages in Brazil, and provide evidence that current interventions remain insufficient to keep virus transmission under control in the country.
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spelling pubmed-74026302020-08-19 Evolution and epidemic spread of SARS-CoV-2 in Brazil Candido, Darlan S. Claro, Ingra M. de Jesus, Jaqueline G. Souza, William M. Moreira, Filipe R. R. Dellicour, Simon Mellan, Thomas A. du Plessis, Louis Pereira, Rafael H. M. Sales, Flavia C. S. Manuli, Erika R. Thézé, Julien Almeida, Luiz Menezes, Mariane T. Voloch, Carolina M. Fumagalli, Marcilio J. Coletti, Thaís M. da Silva, Camila A. M. Ramundo, Mariana S. Amorim, Mariene R. Hoeltgebaum, Henrique H. Mishra, Swapnil Gill, Mandev S. Carvalho, Luiz M. Buss, Lewis F. Prete, Carlos A. Ashworth, Jordan Nakaya, Helder I. Peixoto, Pedro S. Brady, Oliver J. Nicholls, Samuel M. Tanuri, Amilcar Rossi, Átila D. Braga, Carlos K.V. Gerber, Alexandra L. de C. Guimarães, Ana Paula Gaburo, Nelson Alencar, Cecila Salete Ferreira, Alessandro C.S. Lima, Cristiano X. Levi, José Eduardo Granato, Celso Ferreira, Giulia M. Francisco, Ronaldo S. Granja, Fabiana Garcia, Marcia T. Moretti, Maria Luiza Perroud, Mauricio W. Castiñeiras, Terezinha M. P. P. Lazari, Carolina S. Hill, Sarah C. de Souza Santos, Andreza Aruska Simeoni, Camila L. Forato, Julia Sposito, Andrei C. Schreiber, Angelica Z. Santos, Magnun N. N. de Sá, Camila Zolini Souza, Renan P. Resende-Moreira, Luciana C. Teixeira, Mauro M. Hubner, Josy Leme, Patricia A. F. Moreira, Rennan G Nogueira, Maurício L. Ferguson, Neil M Costa, Silvia F. Proenca-Modena, José Luiz Vasconcelos, Ana Tereza R. Bhatt, Samir Lemey, Philippe Wu, Chieh-Hsi Rambaut, Andrew Loman, Nick J. Aguiar, Renato S. Pybus, Oliver G. Sabino, Ester C. Faria, Nuno Rodrigues Science Reports Brazil currently has one of the fastest growing SARS-CoV-2 epidemics in the world. Owing to limited available data, assessments of the impact of non-pharmaceutical interventions (NPIs) on virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the reproduction number from >3 to 1–1.6 in São Paulo and Rio de Janeiro. Sequencing of 427 new genomes and analysis of a geographically representative genomic dataset identified >100 international virus introductions in Brazil. We estimate that most (76%) of the Brazilian strains fell in three clades that were introduced from Europe between 22 February11 March 2020. During the early epidemic phase, we found that SARS-CoV-2 spread mostly locally and within-state borders. After this period, despite sharp decreases in air travel, we estimated multiple exportations from large urban centers that coincided with a 25% increase in average travelled distances in national flights. This study sheds new light on the epidemic transmission and evolutionary trajectories of SARS-CoV-2 lineages in Brazil, and provide evidence that current interventions remain insufficient to keep virus transmission under control in the country. American Association for the Advancement of Science 2020-07-23 /pmc/articles/PMC7402630/ /pubmed/32703910 http://dx.doi.org/10.1126/science.abd2161 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). http://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Reports
Candido, Darlan S.
Claro, Ingra M.
de Jesus, Jaqueline G.
Souza, William M.
Moreira, Filipe R. R.
Dellicour, Simon
Mellan, Thomas A.
du Plessis, Louis
Pereira, Rafael H. M.
Sales, Flavia C. S.
Manuli, Erika R.
Thézé, Julien
Almeida, Luiz
Menezes, Mariane T.
Voloch, Carolina M.
Fumagalli, Marcilio J.
Coletti, Thaís M.
da Silva, Camila A. M.
Ramundo, Mariana S.
Amorim, Mariene R.
Hoeltgebaum, Henrique H.
Mishra, Swapnil
Gill, Mandev S.
Carvalho, Luiz M.
Buss, Lewis F.
Prete, Carlos A.
Ashworth, Jordan
Nakaya, Helder I.
Peixoto, Pedro S.
Brady, Oliver J.
Nicholls, Samuel M.
Tanuri, Amilcar
Rossi, Átila D.
Braga, Carlos K.V.
Gerber, Alexandra L.
de C. Guimarães, Ana Paula
Gaburo, Nelson
Alencar, Cecila Salete
Ferreira, Alessandro C.S.
Lima, Cristiano X.
Levi, José Eduardo
Granato, Celso
Ferreira, Giulia M.
Francisco, Ronaldo S.
Granja, Fabiana
Garcia, Marcia T.
Moretti, Maria Luiza
Perroud, Mauricio W.
Castiñeiras, Terezinha M. P. P.
Lazari, Carolina S.
Hill, Sarah C.
de Souza Santos, Andreza Aruska
Simeoni, Camila L.
Forato, Julia
Sposito, Andrei C.
Schreiber, Angelica Z.
Santos, Magnun N. N.
de Sá, Camila Zolini
Souza, Renan P.
Resende-Moreira, Luciana C.
Teixeira, Mauro M.
Hubner, Josy
Leme, Patricia A. F.
Moreira, Rennan G
Nogueira, Maurício L.
Ferguson, Neil M
Costa, Silvia F.
Proenca-Modena, José Luiz
Vasconcelos, Ana Tereza R.
Bhatt, Samir
Lemey, Philippe
Wu, Chieh-Hsi
Rambaut, Andrew
Loman, Nick J.
Aguiar, Renato S.
Pybus, Oliver G.
Sabino, Ester C.
Faria, Nuno Rodrigues
Evolution and epidemic spread of SARS-CoV-2 in Brazil
title Evolution and epidemic spread of SARS-CoV-2 in Brazil
title_full Evolution and epidemic spread of SARS-CoV-2 in Brazil
title_fullStr Evolution and epidemic spread of SARS-CoV-2 in Brazil
title_full_unstemmed Evolution and epidemic spread of SARS-CoV-2 in Brazil
title_short Evolution and epidemic spread of SARS-CoV-2 in Brazil
title_sort evolution and epidemic spread of sars-cov-2 in brazil
topic Reports
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7402630/
https://www.ncbi.nlm.nih.gov/pubmed/32703910
http://dx.doi.org/10.1126/science.abd2161
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