Department of Zoology, University of Oxford, Oxford, UK.
Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
Science. 2020 Sep 4;369(6508):1255-1260. doi: 10.1126/science.abd2161. Epub 2020 Jul 23.
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.
巴西目前正经历着全球范围内增长最快的严重急性呼吸系统综合征冠状病毒 2 型(SARS-CoV-2)疫情之一。由于可用数据有限,评估非药物干预(NPIs)对该病毒传播的影响仍然具有挑战性。我们使用基于移动性的传播模型表明,NPIs 将病毒的繁殖数从 >3 降低到了 1 到 1.6。对 427 个新基因组进行测序,并对具有代表性的地理基因组数据集进行分析,我们在巴西发现了 >100 次国际病毒输入。我们估计,巴西的大多数(76%)病毒株属于三个谱系,它们是在 2020 年 2 月 22 日至 3 月 11 日期间从欧洲引入的。在疫情早期,我们发现 SARS-CoV-2 主要在当地和州内边界传播。在这一时期之后,尽管航空旅行大幅减少,但我们估计仍有多次从大城市中心向外输出病毒的情况发生,这与国内航班平均旅行距离增加 25%的情况同时出现。本研究揭示了 SARS-CoV-2 谱系在巴西的流行传播和进化轨迹,同时也提供了证据表明,目前的干预措施仍不足以控制该国的病毒传播。