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

Darlan S Candido ORCID logo ; Ingra M Claro ORCID logo ; Jaqueline G de Jesus ORCID logo ; William M Souza ORCID logo ; Filipe RR Moreira ORCID logo ; Simon Dellicour ORCID logo ; Thomas A Mellan ORCID logo ; Louis du Plessis ORCID logo ; Rafael HM Pereira ORCID logo ; Flavia CS Sales ORCID logo ; +69 more... Erika R Manuli ORCID logo ; Julien Thézé ORCID logo ; Luiz Almeida ORCID logo ; Mariane T Menezes ORCID logo ; Carolina M Voloch ORCID logo ; Marcilio J Fumagalli ORCID logo ; Thaís M Coletti ORCID logo ; Camila AM da Silva ORCID logo ; Mariana S Ramundo ORCID logo ; Mariene R Amorim ORCID logo ; Henrique H Hoeltgebaum ORCID logo ; Swapnil Mishra ORCID logo ; Mandev S Gill ORCID logo ; Luiz M Carvalho ORCID logo ; Lewis F Buss ORCID logo ; Carlos A Prete ORCID logo ; Jordan Ashworth ORCID logo ; Helder I Nakaya ORCID logo ; Pedro S Peixoto ORCID logo ; Oliver J Brady ORCID logo ; Samuel M Nicholls ORCID logo ; Amilcar Tanuri ORCID logo ; Átila D Rossi ORCID logo ; Carlos KV Braga ORCID logo ; Alexandra L Gerber ORCID logo ; Ana Paula de C Guimarães ORCID logo ; Nelson Gaburo ; Cecila Salete Alencar ORCID logo ; Alessandro CS Ferreira ORCID logo ; Cristiano X Lima ORCID logo ; José Eduardo Levi ORCID logo ; Celso Granato ; Giulia M Ferreira ORCID logo ; Ronaldo S Francisco ORCID logo ; Fabiana Granja ORCID logo ; Marcia T Garcia ORCID logo ; Maria Luiza Moretti ; Mauricio W Perroud ORCID logo ; Terezinha MPP Castiñeiras ORCID logo ; Carolina S Lazari ; Sarah C Hill ; Andreza Aruska de Souza Santos ; Camila L Simeoni ORCID logo ; Julia Forato ORCID logo ; Andrei C Sposito ORCID logo ; Angelica Z Schreiber ORCID logo ; Magnun NN Santos ; Camila Zolini de Sá ORCID logo ; Renan P Souza ORCID logo ; Luciana C Resende-Moreira ORCID logo ; Mauro M Teixeira ORCID logo ; Josy Hubner ORCID logo ; Patricia AF Leme ORCID logo ; Rennan G Moreira ORCID logo ; Maurício L Nogueira ORCID logo ; Brazil-UK Centre for Arbovirus Discovery, Diagnosis, Genomics an ; Neil M Ferguson ORCID logo ; Silvia F Costa ORCID logo ; José Luiz Proenca-Modena ORCID logo ; Ana Tereza R Vasconcelos ORCID logo ; Samir Bhatt ORCID logo ; Philippe Lemey ORCID logo ; Chieh-Hsi Wu ORCID logo ; Andrew Rambaut ORCID logo ; Nick J Loman ORCID logo ; Renato S Aguiar ORCID logo ; Oliver G Pybus ORCID logo ; Ester C Sabino ORCID logo ; Nuno Rodrigues Faria ORCID logo ; (2020) Evolution and epidemic spread of SARS-CoV-2 in Brazil. Science, 369 (6508). pp. 1255-1260. ISSN 0036-8075 DOI: 10.1126/science.abd2161
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Brazil currently has one of the fastest-growing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemics in the world. Because of limited available data, assessments of the impact of nonpharmaceutical interventions (NPIs) on this virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the reproduction number from >3 to 1 to 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 February and 11 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 traveled distances in national flights. This study sheds new light on the epidemic transmission and evolutionary trajectories of SARS-CoV-2 lineages in Brazil and provides evidence that current interventions remain insufficient to keep virus transmission under control in this country.


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