Serveur d'exploration sur la COVID en France

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

Identifieur interne : 000F84 ( Main/Exploration ); précédent : 000F83; suivant : 000F85

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

Auteurs : Darlan S. Candido [Royaume-Uni, Brésil] ; Ingra M. Claro [Brésil] ; Jaqueline G. De Jesus [Brésil] ; William M. Souza [Brésil] ; Filipe R R. Moreira [Brésil] ; Simon Dellicour [Belgique] ; Thomas A. Mellan [Royaume-Uni] ; Louis Du Plessis [Royaume-Uni] ; Rafael H M. Pereira [Brésil] ; Flavia C S. Sales [Brésil] ; Erika R. Manuli [Brésil] ; Julien Thézé [France] ; Luiz Almeida [Brésil] ; Mariane T. Menezes [Brésil] ; Carolina M. Voloch [Brésil] ; Marcilio J. Fumagalli [Brésil] ; Thaís M. Coletti [Brésil] ; Camila A M. Da Silva [Brésil] ; Mariana S. Ramundo [Brésil] ; Mariene R. Amorim [Brésil] ; Henrique H. Hoeltgebaum [Royaume-Uni] ; Swapnil Mishra [Royaume-Uni] ; Mandev S. Gill [Belgique] ; Luiz M. Carvalho [Brésil] ; Lewis F. Buss [Brésil] ; Carlos A. Prete [Brésil] ; Jordan Ashworth [Royaume-Uni] ; Helder I. Nakaya [Brésil] ; Pedro S. Peixoto [Brésil] ; Oliver J. Brady [Royaume-Uni] ; Samuel M. Nicholls [Royaume-Uni] ; Amilcar Tanuri [Brésil] ; Átila D. Rossi [Brésil] ; Carlos K V. Braga [Brésil] ; Alexandra L. Gerber [Brésil] ; Ana Paula De C Guimarães [Brésil] ; Nelson Gaburo [Brésil] ; Cecila Salete Alencar [Brésil] ; Alessandro C S. Ferreira [Brésil] ; Cristiano X. Lima [Brésil] ; José Eduardo Levi [Brésil] ; Celso Granato [Brésil] ; Giulia M. Ferreira [Brésil] ; Ronaldo S. Francisco [Brésil] ; Fabiana Granja [Brésil] ; Marcia T. Garcia [Brésil] ; Maria Luiza Moretti [Brésil] ; Mauricio W. Perroud [Brésil] ; Terezinha M P P. Casti Eiras [Brésil] ; Carolina S. Lazari [Brésil] ; Sarah C. Hill [Royaume-Uni] ; Andreza Aruska De Souza Santos [Royaume-Uni] ; Camila L. Simeoni [Brésil] ; Julia Forato [Brésil] ; Andrei C. Sposito [Brésil] ; Angelica Z. Schreiber [Brésil] ; Magnun N N. Santos [Brésil] ; Camila Zolini De Sá [Brésil] ; Renan P. Souza [Brésil] ; Luciana C. Resende-Moreira [Brésil] ; Mauro M. Teixeira [Brésil] ; Josy Hubner [Brésil] ; Patricia A F. Leme [Brésil] ; Rennan G. Moreira [Brésil] ; Maurício L. Nogueira [Brésil] ; Neil M. Ferguson [Royaume-Uni] ; Silvia F. Costa [Brésil] ; José Luiz Proenca-Modena [Brésil] ; Ana Tereza R. Vasconcelos [Brésil] ; Samir Bhatt [Royaume-Uni] ; Philippe Lemey [Belgique] ; Chieh-Hsi Wu [Royaume-Uni] ; Andrew Rambaut [Royaume-Uni] ; Nick J. Loman [Royaume-Uni] ; Renato S. Aguiar [Brésil] ; Oliver G. Pybus [Royaume-Uni] ; Ester C. Sabino [Brésil] ; Nuno Rodrigues Faria [Royaume-Uni, Brésil]

Source :

RBID : pubmed:32703910

Descripteurs français

English descriptors

Abstract

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.

DOI: 10.1126/science.abd2161
PubMed: 32703910
PubMed Central: PMC7402630


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<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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</affiliation>
</author>
<author>
<name sortKey="Gill, Mandev S" sort="Gill, Mandev S" uniqKey="Gill M" first="Mandev S" last="Gill">Mandev S. Gill</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.</nlm:affiliation>
<country xml:lang="fr">Belgique</country>
<wicri:regionArea>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven</wicri:regionArea>
<wicri:noRegion>Leuven</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Carvalho, Luiz M" sort="Carvalho, Luiz M" uniqKey="Carvalho L" first="Luiz M" last="Carvalho">Luiz M. Carvalho</name>
<affiliation wicri:level="3">
<nlm:affiliation>Escola de Matemática Aplicada (EMAp), Fundação Getúlio Vargas, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Escola de Matemática Aplicada (EMAp), Fundação Getúlio Vargas, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
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</affiliation>
</author>
<author>
<name sortKey="Buss, Lewis F" sort="Buss, Lewis F" uniqKey="Buss L" first="Lewis F" last="Buss">Lewis F. Buss</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Prete, Carlos A" sort="Prete, Carlos A" uniqKey="Prete C" first="Carlos A" last="Prete">Carlos A. Prete</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Electronic Systems Engineering, University of São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Department of Electronic Systems Engineering, University of São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Ashworth, Jordan" sort="Ashworth, Jordan" uniqKey="Ashworth J" first="Jordan" last="Ashworth">Jordan Ashworth</name>
<affiliation wicri:level="4">
<nlm:affiliation>Usher Institute, University of Edinburgh, Edinburgh, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Usher Institute, University of Edinburgh, Edinburgh</wicri:regionArea>
<placeName>
<settlement type="city">Édimbourg</settlement>
<region type="country">Écosse</region>
</placeName>
<orgName type="university">Université d'Édimbourg</orgName>
</affiliation>
</author>
<author>
<name sortKey="Nakaya, Helder I" sort="Nakaya, Helder I" uniqKey="Nakaya H" first="Helder I" last="Nakaya">Helder I. Nakaya</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Peixoto, Pedro S" sort="Peixoto, Pedro S" uniqKey="Peixoto P" first="Pedro S" last="Peixoto">Pedro S. Peixoto</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Matemática Aplicada, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Matemática Aplicada, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Brady, Oliver J" sort="Brady, Oliver J" uniqKey="Brady O" first="Oliver J" last="Brady">Oliver J. Brady</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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</affiliation>
<affiliation wicri:level="3">
<nlm:affiliation>Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Nicholls, Samuel M" sort="Nicholls, Samuel M" uniqKey="Nicholls S" first="Samuel M" last="Nicholls">Samuel M. Nicholls</name>
<affiliation wicri:level="4">
<nlm:affiliation>Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Institute for Microbiology and Infection, University of Birmingham, Birmingham</wicri:regionArea>
<placeName>
<settlement type="city">Birmingham</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Midlands de l'Ouest</region>
</placeName>
<orgName type="university">Université de Birmingham</orgName>
</affiliation>
</author>
<author>
<name sortKey="Tanuri, Amilcar" sort="Tanuri, Amilcar" uniqKey="Tanuri A" first="Amilcar" last="Tanuri">Amilcar Tanuri</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Rossi, Atila D" sort="Rossi, Atila D" uniqKey="Rossi A" first="Átila D" last="Rossi">Átila D. Rossi</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Braga, Carlos K V" sort="Braga, Carlos K V" uniqKey="Braga C" first="Carlos K V" last="Braga">Carlos K V. Braga</name>
<affiliation wicri:level="1">
<nlm:affiliation>Institute for Applied Economic Research, Brasília, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Institute for Applied Economic Research, Brasília</wicri:regionArea>
<wicri:noRegion>Brasília</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Gerber, Alexandra L" sort="Gerber, Alexandra L" uniqKey="Gerber A" first="Alexandra L" last="Gerber">Alexandra L. Gerber</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="De C Guimaraes, Ana Paula" sort="De C Guimaraes, Ana Paula" uniqKey="De C Guimaraes A" first="Ana Paula" last="De C Guimarães">Ana Paula De C Guimarães</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Gaburo, Nelson" sort="Gaburo, Nelson" uniqKey="Gaburo N" first="Nelson" last="Gaburo">Nelson Gaburo</name>
<affiliation wicri:level="3">
<nlm:affiliation>DB Diagnósticos do Brasil, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>DB Diagnósticos do Brasil, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Alencar, Cecila Salete" sort="Alencar, Cecila Salete" uniqKey="Alencar C" first="Cecila Salete" last="Alencar">Cecila Salete Alencar</name>
<affiliation wicri:level="4">
<nlm:affiliation>LIM 03 Laboratório de Medicina Laboratorial, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>LIM 03 Laboratório de Medicina Laboratorial, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Ferreira, Alessandro C S" sort="Ferreira, Alessandro C S" uniqKey="Ferreira A" first="Alessandro C S" last="Ferreira">Alessandro C S. Ferreira</name>
<affiliation wicri:level="3">
<nlm:affiliation>Instituto Hermes Pardini, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto Hermes Pardini, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lima, Cristiano X" sort="Lima, Cristiano X" uniqKey="Lima C" first="Cristiano X" last="Lima">Cristiano X. Lima</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Cirurgia, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Cirurgia, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
<affiliation wicri:level="3">
<nlm:affiliation>Simile Instituto de Imunologia Aplicada Ltda, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Simile Instituto de Imunologia Aplicada Ltda, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Levi, Jose Eduardo" sort="Levi, Jose Eduardo" uniqKey="Levi J" first="José Eduardo" last="Levi">José Eduardo Levi</name>
<affiliation wicri:level="3">
<nlm:affiliation>Laboratório DASA, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório DASA, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Granato, Celso" sort="Granato, Celso" uniqKey="Granato C" first="Celso" last="Granato">Celso Granato</name>
<affiliation wicri:level="3">
<nlm:affiliation>Laboratório Fleury, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório Fleury, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Ferreira, Giulia M" sort="Ferreira, Giulia M" uniqKey="Ferreira G" first="Giulia M" last="Ferreira">Giulia M. Ferreira</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia</wicri:regionArea>
<wicri:noRegion>Uberlândia</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Francisco, Ronaldo S" sort="Francisco, Ronaldo S" uniqKey="Francisco R" first="Ronaldo S" last="Francisco">Ronaldo S. Francisco</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Granja, Fabiana" sort="Granja, Fabiana" uniqKey="Granja F" first="Fabiana" last="Granja">Fabiana Granja</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
<affiliation wicri:level="1">
<nlm:affiliation>Centro de Estudos da Biodiversidade, Universidade Federal de Roraima, Boa Vista, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Centro de Estudos da Biodiversidade, Universidade Federal de Roraima, Boa Vista</wicri:regionArea>
<wicri:noRegion>Boa Vista</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Garcia, Marcia T" sort="Garcia, Marcia T" uniqKey="Garcia M" first="Marcia T" last="Garcia">Marcia T. Garcia</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Moretti, Maria Luiza" sort="Moretti, Maria Luiza" uniqKey="Moretti M" first="Maria Luiza" last="Moretti">Maria Luiza Moretti</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Perroud, Mauricio W" sort="Perroud, Mauricio W" uniqKey="Perroud M" first="Mauricio W" last="Perroud">Mauricio W. Perroud</name>
<affiliation wicri:level="4">
<nlm:affiliation>Hospital Estadual Sumaré, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Hospital Estadual Sumaré, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Casti Eiras, Terezinha M P P" sort="Casti Eiras, Terezinha M P P" uniqKey="Casti Eiras T" first="Terezinha M P P" last="Casti Eiras">Terezinha M P P. Casti Eiras</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lazari, Carolina S" sort="Lazari, Carolina S" uniqKey="Lazari C" first="Carolina S" last="Lazari">Carolina S. Lazari</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Laboratório Central do Hospital das Clínicas, da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Laboratório Central do Hospital das Clínicas, da Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Hill, Sarah C" sort="Hill, Sarah C" uniqKey="Hill S" first="Sarah C" last="Hill">Sarah C. Hill</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Zoology, University of Oxford, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Zoology, University of Oxford, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield</wicri:regionArea>
<wicri:noRegion>Hatfield</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="De Souza Santos, Andreza Aruska" sort="De Souza Santos, Andreza Aruska" uniqKey="De Souza Santos A" first="Andreza Aruska" last="De Souza Santos">Andreza Aruska De Souza Santos</name>
<affiliation wicri:level="4">
<nlm:affiliation>University of Oxford, Latin American Centre, Oxford School of Global and Area Studies, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>University of Oxford, Latin American Centre, Oxford School of Global and Area Studies, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
</author>
<author>
<name sortKey="Simeoni, Camila L" sort="Simeoni, Camila L" uniqKey="Simeoni C" first="Camila L" last="Simeoni">Camila L. Simeoni</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Forato, Julia" sort="Forato, Julia" uniqKey="Forato J" first="Julia" last="Forato">Julia Forato</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
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<nlm:affiliation>Centro de Saúde da Comunidade, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
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<name sortKey="Lemey, Philippe" sort="Lemey, Philippe" uniqKey="Lemey P" first="Philippe" last="Lemey">Philippe Lemey</name>
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<nlm:affiliation>Mathematical Sciences, University of Southampton, Southampton, UK.</nlm:affiliation>
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<nlm:affiliation>Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK.</nlm:affiliation>
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<settlement type="city">Édimbourg</settlement>
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<name sortKey="Loman, Nick J" sort="Loman, Nick J" uniqKey="Loman N" first="Nick J" last="Loman">Nick J. Loman</name>
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<nlm:affiliation>Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK.</nlm:affiliation>
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<title xml:lang="en">Evolution and epidemic spread of SARS-CoV-2 in Brazil.</title>
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<name sortKey="Candido, Darlan S" sort="Candido, Darlan S" uniqKey="Candido D" first="Darlan S" last="Candido">Darlan S. Candido</name>
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<name sortKey="Claro, Ingra M" sort="Claro, Ingra M" uniqKey="Claro I" first="Ingra M" last="Claro">Ingra M. Claro</name>
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<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
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<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Souza, William M" sort="Souza, William M" uniqKey="Souza W" first="William M" last="Souza">William M. Souza</name>
<affiliation wicri:level="1">
<nlm:affiliation>Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto</wicri:regionArea>
<wicri:noRegion>Ribeirão Preto</wicri:noRegion>
</affiliation>
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<author>
<name sortKey="Moreira, Filipe R R" sort="Moreira, Filipe R R" uniqKey="Moreira F" first="Filipe R R" last="Moreira">Filipe R R. Moreira</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
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</author>
<author>
<name sortKey="Dellicour, Simon" sort="Dellicour, Simon" uniqKey="Dellicour S" first="Simon" last="Dellicour">Simon Dellicour</name>
<affiliation wicri:level="4">
<nlm:affiliation>Spatial Epidemiology Lab, Université Libre de Bruxelles, Brussels, Belgium.</nlm:affiliation>
<country xml:lang="fr">Belgique</country>
<wicri:regionArea>Spatial Epidemiology Lab, Université Libre de Bruxelles, Brussels</wicri:regionArea>
<placeName>
<settlement type="city">Bruxelles</settlement>
<region nuts="2">Région de Bruxelles-Capitale</region>
</placeName>
<orgName type="university">Université libre de Bruxelles</orgName>
</affiliation>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.</nlm:affiliation>
<country xml:lang="fr">Belgique</country>
<wicri:regionArea>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven</wicri:regionArea>
<wicri:noRegion>Leuven</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Mellan, Thomas A" sort="Mellan, Thomas A" uniqKey="Mellan T" first="Thomas A" last="Mellan">Thomas A. Mellan</name>
<affiliation wicri:level="3">
<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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<author>
<name sortKey="Du Plessis, Louis" sort="Du Plessis, Louis" uniqKey="Du Plessis L" first="Louis" last="Du Plessis">Louis Du Plessis</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Zoology, University of Oxford, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Zoology, University of Oxford, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
</author>
<author>
<name sortKey="Pereira, Rafael H M" sort="Pereira, Rafael H M" uniqKey="Pereira R" first="Rafael H M" last="Pereira">Rafael H M. Pereira</name>
<affiliation wicri:level="1">
<nlm:affiliation>Institute for Applied Economic Research, Brasília, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Institute for Applied Economic Research, Brasília</wicri:regionArea>
<wicri:noRegion>Brasília</wicri:noRegion>
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</author>
<author>
<name sortKey="Sales, Flavia C S" sort="Sales, Flavia C S" uniqKey="Sales F" first="Flavia C S" last="Sales">Flavia C S. Sales</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
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<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
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<author>
<name sortKey="Manuli, Erika R" sort="Manuli, Erika R" uniqKey="Manuli E" first="Erika R" last="Manuli">Erika R. Manuli</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Theze, Julien" sort="Theze, Julien" uniqKey="Theze J" first="Julien" last="Thézé">Julien Thézé</name>
<affiliation wicri:level="1">
<nlm:affiliation>Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, Saint-Genès-Champanelle, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, Saint-Genès-Champanelle</wicri:regionArea>
<wicri:noRegion>Saint-Genès-Champanelle</wicri:noRegion>
<wicri:noRegion>Saint-Genès-Champanelle</wicri:noRegion>
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</author>
<author>
<name sortKey="Almeida, Luiz" sort="Almeida, Luiz" uniqKey="Almeida L" first="Luiz" last="Almeida">Luiz Almeida</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Menezes, Mariane T" sort="Menezes, Mariane T" uniqKey="Menezes M" first="Mariane T" last="Menezes">Mariane T. Menezes</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
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</affiliation>
</author>
<author>
<name sortKey="Voloch, Carolina M" sort="Voloch, Carolina M" uniqKey="Voloch C" first="Carolina M" last="Voloch">Carolina M. Voloch</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
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</author>
<author>
<name sortKey="Fumagalli, Marcilio J" sort="Fumagalli, Marcilio J" uniqKey="Fumagalli M" first="Marcilio J" last="Fumagalli">Marcilio J. Fumagalli</name>
<affiliation wicri:level="1">
<nlm:affiliation>Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto</wicri:regionArea>
<wicri:noRegion>Ribeirão Preto</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Coletti, Thais M" sort="Coletti, Thais M" uniqKey="Coletti T" first="Thaís M" last="Coletti">Thaís M. Coletti</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Da Silva, Camila A M" sort="Da Silva, Camila A M" uniqKey="Da Silva C" first="Camila A M" last="Da Silva">Camila A M. Da Silva</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Ramundo, Mariana S" sort="Ramundo, Mariana S" uniqKey="Ramundo M" first="Mariana S" last="Ramundo">Mariana S. Ramundo</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
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</author>
<author>
<name sortKey="Amorim, Mariene R" sort="Amorim, Mariene R" uniqKey="Amorim M" first="Mariene R" last="Amorim">Mariene R. Amorim</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
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</affiliation>
</author>
<author>
<name sortKey="Hoeltgebaum, Henrique H" sort="Hoeltgebaum, Henrique H" uniqKey="Hoeltgebaum H" first="Henrique H" last="Hoeltgebaum">Henrique H. Hoeltgebaum</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Mathematics, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Mathematics, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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</affiliation>
</author>
<author>
<name sortKey="Mishra, Swapnil" sort="Mishra, Swapnil" uniqKey="Mishra S" first="Swapnil" last="Mishra">Swapnil Mishra</name>
<affiliation wicri:level="3">
<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Gill, Mandev S" sort="Gill, Mandev S" uniqKey="Gill M" first="Mandev S" last="Gill">Mandev S. Gill</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.</nlm:affiliation>
<country xml:lang="fr">Belgique</country>
<wicri:regionArea>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven</wicri:regionArea>
<wicri:noRegion>Leuven</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Carvalho, Luiz M" sort="Carvalho, Luiz M" uniqKey="Carvalho L" first="Luiz M" last="Carvalho">Luiz M. Carvalho</name>
<affiliation wicri:level="3">
<nlm:affiliation>Escola de Matemática Aplicada (EMAp), Fundação Getúlio Vargas, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Escola de Matemática Aplicada (EMAp), Fundação Getúlio Vargas, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
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</affiliation>
</author>
<author>
<name sortKey="Buss, Lewis F" sort="Buss, Lewis F" uniqKey="Buss L" first="Lewis F" last="Buss">Lewis F. Buss</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Prete, Carlos A" sort="Prete, Carlos A" uniqKey="Prete C" first="Carlos A" last="Prete">Carlos A. Prete</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Electronic Systems Engineering, University of São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Department of Electronic Systems Engineering, University of São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Ashworth, Jordan" sort="Ashworth, Jordan" uniqKey="Ashworth J" first="Jordan" last="Ashworth">Jordan Ashworth</name>
<affiliation wicri:level="4">
<nlm:affiliation>Usher Institute, University of Edinburgh, Edinburgh, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Usher Institute, University of Edinburgh, Edinburgh</wicri:regionArea>
<placeName>
<settlement type="city">Édimbourg</settlement>
<region type="country">Écosse</region>
</placeName>
<orgName type="university">Université d'Édimbourg</orgName>
</affiliation>
</author>
<author>
<name sortKey="Nakaya, Helder I" sort="Nakaya, Helder I" uniqKey="Nakaya H" first="Helder I" last="Nakaya">Helder I. Nakaya</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Peixoto, Pedro S" sort="Peixoto, Pedro S" uniqKey="Peixoto P" first="Pedro S" last="Peixoto">Pedro S. Peixoto</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Matemática Aplicada, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Matemática Aplicada, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
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</placeName>
<orgName type="university">Université de São Paulo</orgName>
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</author>
<author>
<name sortKey="Brady, Oliver J" sort="Brady, Oliver J" uniqKey="Brady O" first="Oliver J" last="Brady">Oliver J. Brady</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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<affiliation wicri:level="3">
<nlm:affiliation>Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
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</affiliation>
</author>
<author>
<name sortKey="Nicholls, Samuel M" sort="Nicholls, Samuel M" uniqKey="Nicholls S" first="Samuel M" last="Nicholls">Samuel M. Nicholls</name>
<affiliation wicri:level="4">
<nlm:affiliation>Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Institute for Microbiology and Infection, University of Birmingham, Birmingham</wicri:regionArea>
<placeName>
<settlement type="city">Birmingham</settlement>
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<region type="région" nuts="1">Midlands de l'Ouest</region>
</placeName>
<orgName type="university">Université de Birmingham</orgName>
</affiliation>
</author>
<author>
<name sortKey="Tanuri, Amilcar" sort="Tanuri, Amilcar" uniqKey="Tanuri A" first="Amilcar" last="Tanuri">Amilcar Tanuri</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
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<settlement type="city">Rio de Janeiro</settlement>
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</placeName>
</affiliation>
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<author>
<name sortKey="Rossi, Atila D" sort="Rossi, Atila D" uniqKey="Rossi A" first="Átila D" last="Rossi">Átila D. Rossi</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
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<settlement type="city">Rio de Janeiro</settlement>
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<author>
<name sortKey="Braga, Carlos K V" sort="Braga, Carlos K V" uniqKey="Braga C" first="Carlos K V" last="Braga">Carlos K V. Braga</name>
<affiliation wicri:level="1">
<nlm:affiliation>Institute for Applied Economic Research, Brasília, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Institute for Applied Economic Research, Brasília</wicri:regionArea>
<wicri:noRegion>Brasília</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Gerber, Alexandra L" sort="Gerber, Alexandra L" uniqKey="Gerber A" first="Alexandra L" last="Gerber">Alexandra L. Gerber</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="De C Guimaraes, Ana Paula" sort="De C Guimaraes, Ana Paula" uniqKey="De C Guimaraes A" first="Ana Paula" last="De C Guimarães">Ana Paula De C Guimarães</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Gaburo, Nelson" sort="Gaburo, Nelson" uniqKey="Gaburo N" first="Nelson" last="Gaburo">Nelson Gaburo</name>
<affiliation wicri:level="3">
<nlm:affiliation>DB Diagnósticos do Brasil, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>DB Diagnósticos do Brasil, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
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</affiliation>
</author>
<author>
<name sortKey="Alencar, Cecila Salete" sort="Alencar, Cecila Salete" uniqKey="Alencar C" first="Cecila Salete" last="Alencar">Cecila Salete Alencar</name>
<affiliation wicri:level="4">
<nlm:affiliation>LIM 03 Laboratório de Medicina Laboratorial, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>LIM 03 Laboratório de Medicina Laboratorial, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Ferreira, Alessandro C S" sort="Ferreira, Alessandro C S" uniqKey="Ferreira A" first="Alessandro C S" last="Ferreira">Alessandro C S. Ferreira</name>
<affiliation wicri:level="3">
<nlm:affiliation>Instituto Hermes Pardini, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto Hermes Pardini, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lima, Cristiano X" sort="Lima, Cristiano X" uniqKey="Lima C" first="Cristiano X" last="Lima">Cristiano X. Lima</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Cirurgia, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Cirurgia, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
<affiliation wicri:level="3">
<nlm:affiliation>Simile Instituto de Imunologia Aplicada Ltda, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Simile Instituto de Imunologia Aplicada Ltda, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Levi, Jose Eduardo" sort="Levi, Jose Eduardo" uniqKey="Levi J" first="José Eduardo" last="Levi">José Eduardo Levi</name>
<affiliation wicri:level="3">
<nlm:affiliation>Laboratório DASA, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório DASA, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Granato, Celso" sort="Granato, Celso" uniqKey="Granato C" first="Celso" last="Granato">Celso Granato</name>
<affiliation wicri:level="3">
<nlm:affiliation>Laboratório Fleury, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório Fleury, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Ferreira, Giulia M" sort="Ferreira, Giulia M" uniqKey="Ferreira G" first="Giulia M" last="Ferreira">Giulia M. Ferreira</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia</wicri:regionArea>
<wicri:noRegion>Uberlândia</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Francisco, Ronaldo S" sort="Francisco, Ronaldo S" uniqKey="Francisco R" first="Ronaldo S" last="Francisco">Ronaldo S. Francisco</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Granja, Fabiana" sort="Granja, Fabiana" uniqKey="Granja F" first="Fabiana" last="Granja">Fabiana Granja</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
<affiliation wicri:level="1">
<nlm:affiliation>Centro de Estudos da Biodiversidade, Universidade Federal de Roraima, Boa Vista, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Centro de Estudos da Biodiversidade, Universidade Federal de Roraima, Boa Vista</wicri:regionArea>
<wicri:noRegion>Boa Vista</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Garcia, Marcia T" sort="Garcia, Marcia T" uniqKey="Garcia M" first="Marcia T" last="Garcia">Marcia T. Garcia</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Moretti, Maria Luiza" sort="Moretti, Maria Luiza" uniqKey="Moretti M" first="Maria Luiza" last="Moretti">Maria Luiza Moretti</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Perroud, Mauricio W" sort="Perroud, Mauricio W" uniqKey="Perroud M" first="Mauricio W" last="Perroud">Mauricio W. Perroud</name>
<affiliation wicri:level="4">
<nlm:affiliation>Hospital Estadual Sumaré, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Hospital Estadual Sumaré, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Casti Eiras, Terezinha M P P" sort="Casti Eiras, Terezinha M P P" uniqKey="Casti Eiras T" first="Terezinha M P P" last="Casti Eiras">Terezinha M P P. Casti Eiras</name>
<affiliation wicri:level="3">
<nlm:affiliation>Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro</wicri:regionArea>
<placeName>
<settlement type="city">Rio de Janeiro</settlement>
<region type="state">État de Rio de Janeiro</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lazari, Carolina S" sort="Lazari, Carolina S" uniqKey="Lazari C" first="Carolina S" last="Lazari">Carolina S. Lazari</name>
<affiliation wicri:level="4">
<nlm:affiliation>Divisão de Laboratório Central do Hospital das Clínicas, da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Divisão de Laboratório Central do Hospital das Clínicas, da Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Hill, Sarah C" sort="Hill, Sarah C" uniqKey="Hill S" first="Sarah C" last="Hill">Sarah C. Hill</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Zoology, University of Oxford, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Zoology, University of Oxford, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield</wicri:regionArea>
<wicri:noRegion>Hatfield</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="De Souza Santos, Andreza Aruska" sort="De Souza Santos, Andreza Aruska" uniqKey="De Souza Santos A" first="Andreza Aruska" last="De Souza Santos">Andreza Aruska De Souza Santos</name>
<affiliation wicri:level="4">
<nlm:affiliation>University of Oxford, Latin American Centre, Oxford School of Global and Area Studies, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>University of Oxford, Latin American Centre, Oxford School of Global and Area Studies, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
</author>
<author>
<name sortKey="Simeoni, Camila L" sort="Simeoni, Camila L" uniqKey="Simeoni C" first="Camila L" last="Simeoni">Camila L. Simeoni</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Forato, Julia" sort="Forato, Julia" uniqKey="Forato J" first="Julia" last="Forato">Julia Forato</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Sposito, Andrei C" sort="Sposito, Andrei C" uniqKey="Sposito A" first="Andrei C" last="Sposito">Andrei C. Sposito</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Clínica Médica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Clínica Médica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
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</affiliation>
</author>
<author>
<name sortKey="Schreiber, Angelica Z" sort="Schreiber, Angelica Z" uniqKey="Schreiber A" first="Angelica Z" last="Schreiber">Angelica Z. Schreiber</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Santos, Magnun N N" sort="Santos, Magnun N N" uniqKey="Santos M" first="Magnun N N" last="Santos">Magnun N N. Santos</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="De Sa, Camila Zolini" sort="De Sa, Camila Zolini" uniqKey="De Sa C" first="Camila Zolini" last="De Sá">Camila Zolini De Sá</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Souza, Renan P" sort="Souza, Renan P" uniqKey="Souza R" first="Renan P" last="Souza">Renan P. Souza</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Resende Moreira, Luciana C" sort="Resende Moreira, Luciana C" uniqKey="Resende Moreira L" first="Luciana C" last="Resende-Moreira">Luciana C. Resende-Moreira</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Botânica, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Botânica, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Teixeira, Mauro M" sort="Teixeira, Mauro M" uniqKey="Teixeira M" first="Mauro M" last="Teixeira">Mauro M. Teixeira</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Hubner, Josy" sort="Hubner, Josy" uniqKey="Hubner J" first="Josy" last="Hubner">Josy Hubner</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Leme, Patricia A F" sort="Leme, Patricia A F" uniqKey="Leme P" first="Patricia A F" last="Leme">Patricia A F. Leme</name>
<affiliation wicri:level="4">
<nlm:affiliation>Centro de Saúde da Comunidade, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Centro de Saúde da Comunidade, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
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</affiliation>
</author>
<author>
<name sortKey="Moreira, Rennan G" sort="Moreira, Rennan G" uniqKey="Moreira R" first="Rennan G" last="Moreira">Rennan G. Moreira</name>
<affiliation wicri:level="4">
<nlm:affiliation>Centro de Laboratórios Multiusuários, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
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<placeName>
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</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Nogueira, Mauricio L" sort="Nogueira, Mauricio L" uniqKey="Nogueira M" first="Maurício L" last="Nogueira">Maurício L. Nogueira</name>
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<nlm:affiliation>Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
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<author>
<name sortKey="Ferguson, Neil M" sort="Ferguson, Neil M" uniqKey="Ferguson N" first="Neil M" last="Ferguson">Neil M. Ferguson</name>
<affiliation wicri:level="3">
<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Costa, Silvia F" sort="Costa, Silvia F" uniqKey="Costa S" first="Silvia F" last="Costa">Silvia F. Costa</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
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<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Proenca Modena, Jose Luiz" sort="Proenca Modena, Jose Luiz" uniqKey="Proenca Modena J" first="José Luiz" last="Proenca-Modena">José Luiz Proenca-Modena</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas</wicri:regionArea>
<orgName type="university">Université d'État de Campinas</orgName>
<placeName>
<settlement type="city">Campinas</settlement>
<region type="state">État de São Paulo</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Vasconcelos, Ana Tereza R" sort="Vasconcelos, Ana Tereza R" uniqKey="Vasconcelos A" first="Ana Tereza R" last="Vasconcelos">Ana Tereza R. Vasconcelos</name>
<affiliation wicri:level="1">
<nlm:affiliation>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis</wicri:regionArea>
<wicri:noRegion>Petrópolis</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Bhatt, Samir" sort="Bhatt, Samir" uniqKey="Bhatt S" first="Samir" last="Bhatt">Samir Bhatt</name>
<affiliation wicri:level="3">
<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lemey, Philippe" sort="Lemey, Philippe" uniqKey="Lemey P" first="Philippe" last="Lemey">Philippe Lemey</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.</nlm:affiliation>
<country xml:lang="fr">Belgique</country>
<wicri:regionArea>Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven</wicri:regionArea>
<wicri:noRegion>Leuven</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Wu, Chieh Hsi" sort="Wu, Chieh Hsi" uniqKey="Wu C" first="Chieh-Hsi" last="Wu">Chieh-Hsi Wu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Mathematical Sciences, University of Southampton, Southampton, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Mathematical Sciences, University of Southampton, Southampton</wicri:regionArea>
<wicri:noRegion>Southampton</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Rambaut, Andrew" sort="Rambaut, Andrew" uniqKey="Rambaut A" first="Andrew" last="Rambaut">Andrew Rambaut</name>
<affiliation wicri:level="4">
<nlm:affiliation>Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Institute of Evolutionary Biology, University of Edinburgh, Edinburgh</wicri:regionArea>
<placeName>
<settlement type="city">Édimbourg</settlement>
<region type="country">Écosse</region>
</placeName>
<orgName type="university">Université d'Édimbourg</orgName>
</affiliation>
</author>
<author>
<name sortKey="Loman, Nick J" sort="Loman, Nick J" uniqKey="Loman N" first="Nick J" last="Loman">Nick J. Loman</name>
<affiliation wicri:level="4">
<nlm:affiliation>Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Institute for Microbiology and Infection, University of Birmingham, Birmingham</wicri:regionArea>
<placeName>
<settlement type="city">Birmingham</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Midlands de l'Ouest</region>
</placeName>
<orgName type="university">Université de Birmingham</orgName>
</affiliation>
</author>
<author>
<name sortKey="Aguiar, Renato S" sort="Aguiar, Renato S" uniqKey="Aguiar R" first="Renato S" last="Aguiar">Renato S. Aguiar</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte</wicri:regionArea>
<placeName>
<settlement type="city">Belo Horizonte</settlement>
<region type="state">Minas Gerais</region>
</placeName>
<orgName type="university">Université fédérale du Minas Gerais</orgName>
</affiliation>
</author>
<author>
<name sortKey="Pybus, Oliver G" sort="Pybus, Oliver G" uniqKey="Pybus O" first="Oliver G" last="Pybus">Oliver G. Pybus</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Zoology, University of Oxford, Oxford, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Zoology, University of Oxford, Oxford</wicri:regionArea>
<placeName>
<settlement type="city">Oxford</settlement>
<region type="country">Angleterre</region>
<region type="comté" nuts="2">Oxfordshire</region>
</placeName>
<orgName type="university">Université d'Oxford</orgName>
</affiliation>
</author>
<author>
<name sortKey="Sabino, Ester C" sort="Sabino, Ester C" uniqKey="Sabino E" first="Ester C" last="Sabino">Ester C. Sabino</name>
<affiliation wicri:level="4">
<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil. sabinoec@usp.br nfaria@ic.ac.uk.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
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<nlm:affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
<country xml:lang="fr">Brésil</country>
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<placeName>
<settlement type="city">São Paulo</settlement>
<region type="state">État de São Paulo</region>
</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
</author>
<author>
<name sortKey="Faria, Nuno Rodrigues" sort="Faria, Nuno Rodrigues" uniqKey="Faria N" first="Nuno Rodrigues" last="Faria">Nuno Rodrigues Faria</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Zoology, University of Oxford, Oxford, UK. sabinoec@usp.br nfaria@ic.ac.uk.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of Zoology, University of Oxford, Oxford</wicri:regionArea>
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<settlement type="city">Oxford</settlement>
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<region type="comté" nuts="2">Oxfordshire</region>
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<nlm:affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</nlm:affiliation>
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<wicri:regionArea>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo</wicri:regionArea>
<placeName>
<settlement type="city">São Paulo</settlement>
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</placeName>
<orgName type="university">Université de São Paulo</orgName>
</affiliation>
<affiliation wicri:level="3">
<nlm:affiliation>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
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</placeName>
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<series>
<title level="j">Science (New York, N.Y.)</title>
<idno type="eISSN">1095-9203</idno>
<imprint>
<date when="2020" type="published">2020</date>
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<term>Basic Reproduction Number (MeSH)</term>
<term>Bayes Theorem (MeSH)</term>
<term>Betacoronavirus (classification)</term>
<term>Betacoronavirus (genetics)</term>
<term>Brazil (epidemiology)</term>
<term>Cities (epidemiology)</term>
<term>Clinical Laboratory Techniques (MeSH)</term>
<term>Coronavirus Infections (diagnosis)</term>
<term>Coronavirus Infections (epidemiology)</term>
<term>Coronavirus Infections (prevention & control)</term>
<term>Coronavirus Infections (transmission)</term>
<term>Coronavirus Infections (virology)</term>
<term>Europe (MeSH)</term>
<term>Evolution, Molecular (MeSH)</term>
<term>Genome, Viral (MeSH)</term>
<term>Humans (MeSH)</term>
<term>Models, Genetic (MeSH)</term>
<term>Models, Statistical (MeSH)</term>
<term>Pandemics (prevention & control)</term>
<term>Phylogeny (MeSH)</term>
<term>Phylogeography (MeSH)</term>
<term>Pneumonia, Viral (epidemiology)</term>
<term>Pneumonia, Viral (prevention & control)</term>
<term>Pneumonia, Viral (transmission)</term>
<term>Pneumonia, Viral (virology)</term>
<term>Spatio-Temporal Analysis (MeSH)</term>
<term>Travel (MeSH)</term>
<term>Urban Population (MeSH)</term>
</keywords>
<keywords scheme="KwdFr" xml:lang="fr">
<term>Analyse spatio-temporelle (MeSH)</term>
<term>Betacoronavirus (classification)</term>
<term>Betacoronavirus (génétique)</term>
<term>Brésil (épidémiologie)</term>
<term>Europe (MeSH)</term>
<term>Génome viral (MeSH)</term>
<term>Humains (MeSH)</term>
<term>Infections à coronavirus (diagnostic)</term>
<term>Infections à coronavirus (prévention et contrôle)</term>
<term>Infections à coronavirus (transmission)</term>
<term>Infections à coronavirus (virologie)</term>
<term>Infections à coronavirus (épidémiologie)</term>
<term>Modèles génétiques (MeSH)</term>
<term>Modèles statistiques (MeSH)</term>
<term>Pandémies (prévention et contrôle)</term>
<term>Phylogenèse (MeSH)</term>
<term>Phylogéographie (MeSH)</term>
<term>Pneumopathie virale (prévention et contrôle)</term>
<term>Pneumopathie virale (transmission)</term>
<term>Pneumopathie virale (virologie)</term>
<term>Pneumopathie virale (épidémiologie)</term>
<term>Population urbaine (MeSH)</term>
<term>Taux de reproduction de base (MeSH)</term>
<term>Techniques de laboratoire clinique (MeSH)</term>
<term>Théorème de Bayes (MeSH)</term>
<term>Villes (épidémiologie)</term>
<term>Voyage (MeSH)</term>
<term>Évolution moléculaire (MeSH)</term>
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<term>Brazil</term>
<term>Cities</term>
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<term>Betacoronavirus</term>
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<term>Coronavirus Infections</term>
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<term>Infections à coronavirus</term>
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<term>Coronavirus Infections</term>
<term>Pneumonia, Viral</term>
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<term>Betacoronavirus</term>
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<term>Coronavirus Infections</term>
<term>Pandemics</term>
<term>Pneumonia, Viral</term>
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<term>Infections à coronavirus</term>
<term>Pandémies</term>
<term>Pneumopathie virale</term>
</keywords>
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<term>Coronavirus Infections</term>
<term>Pneumonia, Viral</term>
</keywords>
<keywords scheme="MESH" qualifier="virologie" xml:lang="fr">
<term>Infections à coronavirus</term>
<term>Pneumopathie virale</term>
</keywords>
<keywords scheme="MESH" qualifier="virology" xml:lang="en">
<term>Coronavirus Infections</term>
<term>Pneumonia, Viral</term>
</keywords>
<keywords scheme="MESH" qualifier="épidémiologie" xml:lang="fr">
<term>Betacoronavirus</term>
<term>Brésil</term>
<term>Infections à coronavirus</term>
<term>Pneumopathie virale</term>
<term>Villes</term>
</keywords>
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<term>Basic Reproduction Number</term>
<term>Bayes Theorem</term>
<term>Clinical Laboratory Techniques</term>
<term>Europe</term>
<term>Evolution, Molecular</term>
<term>Genome, Viral</term>
<term>Humans</term>
<term>Models, Genetic</term>
<term>Models, Statistical</term>
<term>Phylogeny</term>
<term>Phylogeography</term>
<term>Spatio-Temporal Analysis</term>
<term>Travel</term>
<term>Urban Population</term>
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<term>Analyse spatio-temporelle</term>
<term>Europe</term>
<term>Génome viral</term>
<term>Humains</term>
<term>Modèles génétiques</term>
<term>Modèles statistiques</term>
<term>Phylogenèse</term>
<term>Phylogéographie</term>
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<term>Taux de reproduction de base</term>
<term>Techniques de laboratoire clinique</term>
<term>Théorème de Bayes</term>
<term>Voyage</term>
<term>Évolution moléculaire</term>
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<div type="abstract" xml:lang="en">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.</div>
</front>
</TEI>
<pubmed>
<MedlineCitation Status="MEDLINE" Owner="NLM">
<PMID Version="1">32703910</PMID>
<DateCompleted>
<Year>2020</Year>
<Month>09</Month>
<Day>18</Day>
</DateCompleted>
<DateRevised>
<Year>2020</Year>
<Month>09</Month>
<Day>18</Day>
</DateRevised>
<Article PubModel="Print-Electronic">
<Journal>
<ISSN IssnType="Electronic">1095-9203</ISSN>
<JournalIssue CitedMedium="Internet">
<Volume>369</Volume>
<Issue>6508</Issue>
<PubDate>
<Year>2020</Year>
<Month>09</Month>
<Day>04</Day>
</PubDate>
</JournalIssue>
<Title>Science (New York, N.Y.)</Title>
<ISOAbbreviation>Science</ISOAbbreviation>
</Journal>
<ArticleTitle>Evolution and epidemic spread of SARS-CoV-2 in Brazil.</ArticleTitle>
<Pagination>
<MedlinePgn>1255-1260</MedlinePgn>
</Pagination>
<ELocationID EIdType="doi" ValidYN="Y">10.1126/science.abd2161</ELocationID>
<Abstract>
<AbstractText>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.</AbstractText>
<CopyrightInformation>Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.</CopyrightInformation>
</Abstract>
<AuthorList CompleteYN="Y">
<Author ValidYN="Y" EqualContrib="Y">
<LastName>Candido</LastName>
<ForeName>Darlan S</ForeName>
<Initials>DS</Initials>
<Identifier Source="ORCID">0000-0002-5080-3130</Identifier>
<AffiliationInfo>
<Affiliation>Department of Zoology, University of Oxford, Oxford, UK.</Affiliation>
</AffiliationInfo>
<AffiliationInfo>
<Affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y" EqualContrib="Y">
<LastName>Claro</LastName>
<ForeName>Ingra M</ForeName>
<Initials>IM</Initials>
<Identifier Source="ORCID">0000-0001-8637-2910</Identifier>
<AffiliationInfo>
<Affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</Affiliation>
</AffiliationInfo>
<AffiliationInfo>
<Affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y" EqualContrib="Y">
<LastName>de Jesus</LastName>
<ForeName>Jaqueline G</ForeName>
<Initials>JG</Initials>
<Identifier Source="ORCID">0000-0002-5404-272X</Identifier>
<AffiliationInfo>
<Affiliation>Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</Affiliation>
</AffiliationInfo>
<AffiliationInfo>
<Affiliation>Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y" EqualContrib="Y">
<LastName>Souza</LastName>
<ForeName>William M</ForeName>
<Initials>WM</Initials>
<Identifier Source="ORCID">0000-0002-0025-8293</Identifier>
<AffiliationInfo>
<Affiliation>Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto, Brazil.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y" EqualContrib="Y">
<LastName>Moreira</LastName>
<ForeName>Filipe R R</ForeName>
<Initials>FRR</Initials>
<Identifier Source="ORCID">0000-0002-7162-5070</Identifier>
<AffiliationInfo>
<Affiliation>Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.</Affiliation>
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<name sortKey="Resende Moreira, Luciana C" sort="Resende Moreira, Luciana C" uniqKey="Resende Moreira L" first="Luciana C" last="Resende-Moreira">Luciana C. Resende-Moreira</name>
<name sortKey="Rossi, Atila D" sort="Rossi, Atila D" uniqKey="Rossi A" first="Átila D" last="Rossi">Átila D. Rossi</name>
<name sortKey="Sabino, Ester C" sort="Sabino, Ester C" uniqKey="Sabino E" first="Ester C" last="Sabino">Ester C. Sabino</name>
<name sortKey="Sabino, Ester C" sort="Sabino, Ester C" uniqKey="Sabino E" first="Ester C" last="Sabino">Ester C. Sabino</name>
<name sortKey="Sales, Flavia C S" sort="Sales, Flavia C S" uniqKey="Sales F" first="Flavia C S" last="Sales">Flavia C S. Sales</name>
<name sortKey="Sales, Flavia C S" sort="Sales, Flavia C S" uniqKey="Sales F" first="Flavia C S" last="Sales">Flavia C S. Sales</name>
<name sortKey="Santos, Magnun N N" sort="Santos, Magnun N N" uniqKey="Santos M" first="Magnun N N" last="Santos">Magnun N N. Santos</name>
<name sortKey="Schreiber, Angelica Z" sort="Schreiber, Angelica Z" uniqKey="Schreiber A" first="Angelica Z" last="Schreiber">Angelica Z. Schreiber</name>
<name sortKey="Simeoni, Camila L" sort="Simeoni, Camila L" uniqKey="Simeoni C" first="Camila L" last="Simeoni">Camila L. Simeoni</name>
<name sortKey="Souza, Renan P" sort="Souza, Renan P" uniqKey="Souza R" first="Renan P" last="Souza">Renan P. Souza</name>
<name sortKey="Souza, William M" sort="Souza, William M" uniqKey="Souza W" first="William M" last="Souza">William M. Souza</name>
<name sortKey="Sposito, Andrei C" sort="Sposito, Andrei C" uniqKey="Sposito A" first="Andrei C" last="Sposito">Andrei C. Sposito</name>
<name sortKey="Tanuri, Amilcar" sort="Tanuri, Amilcar" uniqKey="Tanuri A" first="Amilcar" last="Tanuri">Amilcar Tanuri</name>
<name sortKey="Teixeira, Mauro M" sort="Teixeira, Mauro M" uniqKey="Teixeira M" first="Mauro M" last="Teixeira">Mauro M. Teixeira</name>
<name sortKey="Vasconcelos, Ana Tereza R" sort="Vasconcelos, Ana Tereza R" uniqKey="Vasconcelos A" first="Ana Tereza R" last="Vasconcelos">Ana Tereza R. Vasconcelos</name>
<name sortKey="Voloch, Carolina M" sort="Voloch, Carolina M" uniqKey="Voloch C" first="Carolina M" last="Voloch">Carolina M. Voloch</name>
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<country name="Belgique">
<region name="Région de Bruxelles-Capitale">
<name sortKey="Dellicour, Simon" sort="Dellicour, Simon" uniqKey="Dellicour S" first="Simon" last="Dellicour">Simon Dellicour</name>
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<name sortKey="Dellicour, Simon" sort="Dellicour, Simon" uniqKey="Dellicour S" first="Simon" last="Dellicour">Simon Dellicour</name>
<name sortKey="Gill, Mandev S" sort="Gill, Mandev S" uniqKey="Gill M" first="Mandev S" last="Gill">Mandev S. Gill</name>
<name sortKey="Lemey, Philippe" sort="Lemey, Philippe" uniqKey="Lemey P" first="Philippe" last="Lemey">Philippe Lemey</name>
</country>
<country name="France">
<noRegion>
<name sortKey="Theze, Julien" sort="Theze, Julien" uniqKey="Theze J" first="Julien" last="Thézé">Julien Thézé</name>
</noRegion>
</country>
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