4.8 Article

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

期刊

SCIENCE
卷 369, 期 6508, 页码 1255-+

出版社

AMER ASSOC ADVANCEMENT SCIENCE
DOI: 10.1126/science.abd2161

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资金

  1. Medical Research Council-Sao Paulo Research Foundation (FAPESP) CADDE partnership award [MR/S0195/1, FAPESP 18/14389-0]
  2. FAPESP [2018/17176-8, 2019/12000-1, 18/14389-0, 2018/25468-9, 2017/13981-0, 2019/24251-9, 2018/09383-3, 2019/07544-2, 2019/21301-5, 2018/14933-2, 16/18445-7, 20/04836-0, 2020/04558-0, 2016/00194-8]
  3. Wellcome Trust [204311/Z/16/Z]
  4. Royal Society Sir Henry Dale Fellowship [204311/Z/16/Z]
  5. Clarendon Fund
  6. Department of Zoology, University of Oxford
  7. Fonds National de la Recherche Scientifique (FNRS, Belgium)
  8. European Union [874850]
  9. CNPq [303170/2017-4, 312688/2017-2, 439119/2018-9, 310627/2018-4, 408338/2018-0]
  10. FAPERJ [E-26/202.826/2018, 202.922/2018]
  11. CAPES
  12. Sir Henry Wellcome Fellowship - Wellcome Trust [206471/Z/17/Z]
  13. FAPEMIG [APQ-00475-20]
  14. Instituto Nacional de Ciancia e Tecnologia em Dengue (INCT Dengue) [465425/2014-3]
  15. FINEP [01.16.0078.00]
  16. Wellcome Trust ARTIC network [206298/Z/17/Z]
  17. European Research Council [725422]
  18. Oxford Martin School
  19. U.K. Medical Research Council
  20. U.K. Department for International Development
  21. NIHR Health Protection Research Unit in Modelling Methodology
  22. Community Jameel
  23. FMUSP
  24. Wellcome Trust [206298/Z/17/Z] Funding Source: Wellcome Trust
  25. MRC [MC_PC_19012, MR/J014370/1, MR/R015600/1, MR/S019510/1] Funding Source: UKRI
  26. Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [18/14389-0, 16/18445-7, 20/04836-0] Funding Source: FAPESP

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Brazil currently has one of the fastest-growing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemics in the world. Because of limited available data, assessments of the impact of nonpharmaceutical interventions (NPIs) on this virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the reproduction number from >3 to 1 to 1.6 in Sao Paulo and Rio de Janeiro. Sequencing of 427 new genomes and analysis of a geographically representative genomic dataset identified >100 international virus introductions in Brazil. We estimate that most (76%) of the Brazilian strains fell in three clades that were introduced from Europe between 22 February and 11 March 2020. During the early epidemic phase, we found that SARS-CoV-2 spread mostly locally and within state borders. After this period, despite sharp decreases in air travel, we estimated multiple exportations from large urban centers that coincided with a 25% increase in average traveled distances in national flights. This study sheds new light on the epidemic transmission and evolutionary trajectories of SARS-CoV-2 lineages in Brazil and provides evidence that current interventions remain insufficient to keep virus transmission under control in this country.

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