Model-based estimation of transmissibility and reinfection of SARS-CoV-2 P.1 variant

被引:52
作者
Coutinho, Renato Mendes [1 ,2 ]
Darcie Marquitti, Flavia Maria [2 ,3 ]
Ferreira, Leonardo Souto [2 ,4 ]
Borges, Marcelo Eduardo [2 ,5 ]
Paixao da Silva, Rafael Lopes [2 ,4 ]
Canton, Otavio [2 ,4 ]
Portella, Tatiana P. [2 ,6 ]
Poloni, Silas [2 ,4 ]
Franco, Caroline [2 ,4 ]
Plucinski, Mateusz M. [7 ]
Lessa, Fernanda C. [7 ]
Moura da Silva, Antonio Augusto [2 ,8 ]
Kraenkel, Roberto Andre [2 ,4 ]
de Sousa Mascena Veras, Maria Amelia [2 ,9 ]
Prado, Paulo Inacio [2 ,6 ]
机构
[1] Fed Univ ABC, Santo Andre, SP, Brazil
[2] Observatorio COVID 19 BR, Sao Paulo, Brazil
[3] Univ Estadual Campinas, Campinas, Brazil
[4] Univ Estadual Paulista, Sao Paulo, Brazil
[5] Secretaria Saude Florianopolis, Vigilancia Epidemiol, Florianopolis, SC, Brazil
[6] Univ Sao Paulo, Sao Paulo, Brazil
[7] Ctr Dis Control & Prevent, Atlanta, GA USA
[8] Univ Fed Maranhao, Sao Luis, Maranhao, Brazil
[9] Santa Casa Sao Paulo, Fac Ciencias Medicas, Sao Paulo, Brazil
来源
COMMUNICATIONS MEDICINE | 2021年 / 1卷 / 01期
关键词
D O I
10.1038/s43856-021-00048-6
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background The SARS-CoV-2 variant of concern (VOC) P.1 (Gamma variant) emerged in the Amazonas State, Brazil, in November 2020. The epidemiological consequences of its mutations have not been widely studied, despite detection of P.1 in 36 countries, with local transmission in at least 5 countries. A range of mutations are seen in P.1, ten of them in the spike protein. It shares mutations with VOCs previously detected in the United Kingdom (B.1.1.7, Alpha variant) and South Africa (B.1.351, Beta variant). Methods We estimated the transmissibility and reinfection of P.1 using a model-based approach, fitting data from the national health surveillance of hospitalized individuals and frequency of the P.1 variant in Manaus from December-2020 to February-2021. Results Here we estimate that the new variant is about 2.6 times more transmissible (95% Confidence Interval: 2.4-2.8) than previous circulating variant(s). Manaus already had a high prevalence of individuals previously affected by the SARS-CoV-2 virus and our fitted model attributed 28% of Manaus cases in the period to reinfections by P.1, confirming the importance of reinfection by this variant. This value is in line with estimates from blood donors samples in Manaus city. Conclusions Our estimates rank P.1 as one of the most transmissible among the SARS-CoV-2 VOCs currently identified, and potentially as transmissible as the posteriorly detected VOC B.1.617.2 (Delta variant), posing a serious threat and requiring measures to control its global spread.
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页数:8
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