Lying in wait: the resurgence of dengue virus after the Zika epidemic in Brazil

被引:49
作者
Brito, Anderson Fernandes [1 ]
Machado, Lais Ceschini [2 ]
Oidtman, Rachel J. [3 ,4 ]
Siconelli, Marcio Junio Lima [5 ]
Tran, Quan Minh [3 ,4 ]
Fauver, Joseph R. [1 ]
de Oliveira Carvalho, Rodrigo Dias [2 ]
Dezordi, Filipe Zimmer [2 ]
Pereira, Mylena Ribeiro [3 ,4 ]
De Castro-Jorge, Luiza Antunes [5 ]
Minto, Elaine Cristina Manini [7 ]
Passos, Luzia Marcia Romanholi [7 ]
Kalinich, Chaney C. [1 ]
Petrone, Mary E. [1 ]
Allen, Emma [1 ]
Espana, Guido Camargo [3 ,4 ]
Huang, Angkana T. [8 ,9 ]
Cummings, Derek A. T. [8 ,9 ]
Baele, Guy [10 ]
Oliveira Franca, Rafael Freitas [6 ]
Lopes da Fonseca, Benedito Antonio [5 ]
Perkins, T. Alex [3 ,4 ]
Wallau, Gabriel Luz [2 ]
Grubaugh, Nathan D. [1 ,11 ]
机构
[1] Yale Univ, Yale Sch Publ Hlth, Dept Epidemiol Microbial Dis, New Haven, CT USA
[2] Fiocruz MS, Aggeu Magalhaes Inst, Dept Entomol, Recife, PE, Brazil
[3] Univ Notre Dame, Dept Biol Sci, Notre Dame, IN 46556 USA
[4] Univ Notre Dame, Eck Inst Global Hlth, Notre Dame, IN 46556 USA
[5] Univ Sao Paulo, Ribeirao Preto Med Sch, Internal Med Dept, Ribeirao Preto, SP, Brazil
[6] Fiocruz MS, Dept Virol & Expt Therapy, Aggeu Magalhaes Inst, Recife, PE, Brazil
[7] Municipal Hlth Secretary Ribeirao Preto, Ribeirao Preto, SP, Brazil
[8] Univ Florida, Dept Biol, Gainesville, FL USA
[9] Univ Florida, Emerging Pathogens Inst, Gainesville, FL USA
[10] Katholieke Univ Leuven, Rega Inst, Dept Microbiol Immunol & Transplantat, Lab Evolutionary & Computat Virol, Leuven, Belgium
[11] Yale Univ, Dept Ecol & Evolutionary Biol, New Haven, CT 06520 USA
关键词
HEMORRHAGIC-FEVER; TRAVELING-WAVES; PHYLOGEOGRAPHY; EVOLUTION; DYNAMICS; INSIGHTS; HISTORY; TYPE-2; RISK;
D O I
10.1038/s41467-021-22921-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
After the Zika virus (ZIKV) epidemic in the Americas in 2016, both Zika and dengue incidence declined to record lows in many countries in 2017-2018, but in 2019 dengue resurged in Brazil, causing -2.1 million cases. In this study we use epidemiological, climatological and genomic data to investigate dengue dynamics in recent years in Brazil. First, we estimate dengue virus force of infection (F01) and model mosquito-borne transmission suitability since the early 2000s. Our estimates reveal that DENV transmission was low in 2017-2018, despite conditions being suitable for viral spread. Our study also shows a marked decline in dengue susceptibility between 2002 and 2019, which could explain the synchronous decline of dengue in the country, partially as a result of protective immunity from prior ZIKV and/or DENV infections. Furthermore, we performed phylogeographic analyses using 69 newly sequenced genomes of dengue virus serotype 1 and 2 from Brazil, and found that the outbreaks in 2018-2019 were caused by local DENV lineages that persisted for 5-10 years, circulating cryptically before and after the Zika epidemic. We hypothesize that DENV lineages may circulate at low transmission levels for many years, until local conditions are suitable for higher transmission, when they cause major outbreaks.
引用
收藏
页数:13
相关论文
共 89 条
  • [1] Cross-protective immunity can account for the alternating epidemic pattern of dengue virus serotypes circulating in Bangkok
    Adams, B.
    Holmes, E. C.
    Zhang, C.
    Mammen, M. P., Jr.
    Nimmannitya, S.
    Kalayanarooj, S.
    Boots, M.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (38) : 14234 - 14239
  • [2] Phylogeography and Population Dynamics of Dengue Viruses in the Americas
    Allicock, Orchid M.
    Lemey, Philippe
    Tatem, Andrew J.
    Pybus, Oliver G.
    Bennett, Shannon N.
    Mueller, Brandi A.
    Suchard, Marc A.
    Foster, Jerome E.
    Rambaut, Andrew
    Carrington, Christine V. F.
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 2012, 29 (06) : 1533 - 1543
  • [3] BEAGLE 3: Improved Performance, Scaling, and Usability for a High-Performance Computing Library for Statistical Phylogenetics
    Ayres, Daniel
    Cummings, Michael
    Baele, Guy
    Darling, Aaron
    Lewis, Paul
    Swofford, David
    Huelsenbeck, John
    Lemey, Philippe
    Rambaut, Andrew
    Suchard, Marc
    [J]. SYSTEMATIC BIOLOGY, 2019, 68 (06) : 1052 - 1061
  • [4] Dengue genetic divergence generates within-serotype antigenic variation, but serotypes dominate evolutionary dynamics
    Bell, Sidney M.
    Katzelnick, Leah
    Bedford, Trevor
    [J]. ELIFE, 2019, 8
  • [5] The global distribution and burden of dengue
    Bhatt, Samir
    Gething, Peter W.
    Brady, Oliver J.
    Messina, Jane P.
    Farlow, Andrew W.
    Moyes, Catherine L.
    Drake, John M.
    Brownstein, John S.
    Hoen, Anne G.
    Sankoh, Osman
    Myers, Monica F.
    George, Dylan B.
    Jaenisch, Thomas
    Wint, G. R. William
    Simmons, Cameron P.
    Scott, Thomas W.
    Farrar, Jeremy J.
    Hay, Simon I.
    [J]. NATURE, 2013, 496 (7446) : 504 - 507
  • [6] Trimmomatic: a flexible trimmer for Illumina sequence data
    Bolger, Anthony M.
    Lohse, Marc
    Usadel, Bjoern
    [J]. BIOINFORMATICS, 2014, 30 (15) : 2114 - 2120
  • [7] Impacts of Zika emergence in Latin America on endemic dengue transmission
    Borchering, Rebecca K.
    Huang, Angkana T.
    Mier-y-Teran-Romero, Luis
    Rojas, Diana P.
    Rodriguez-Barraquer, Isabel
    Katzelnick, Leah C.
    Martinez, Silvio D.
    King, Gregory D.
    Cinkovich, Stephanie C.
    Lessler, Justin
    Cummings, Derek A. T.
    [J]. NATURE COMMUNICATIONS, 2019, 10 (1)
  • [8] Global temperature constraints on Aedes aegypti and Ae. albopictus persistence and competence for dengue virus transmission
    Brady, Oliver J.
    Golding, Nick
    Pigott, David M.
    Kraemer, Moritz U. G.
    Messina, Jane P.
    Reiner, Robert C., Jr.
    Scott, Thomas W.
    Smith, David L.
    Gething, Peter W.
    Hay, Simon I.
    [J]. PARASITES & VECTORS, 2014, 7
  • [9] Refining the Global Spatial Limits of Dengue Virus Transmission by Evidence-Based Consensus
    Brady, Oliver J.
    Gething, Peter W.
    Bhatt, Samir
    Messina, Jane P.
    Brownstein, John S.
    Hoen, Anne G.
    Moyes, Catherine L.
    Farlow, Andrew W.
    Scott, Thomas W.
    Hay, Simon I.
    [J]. PLOS NEGLECTED TROPICAL DISEASES, 2012, 6 (08):
  • [10] Brasil, 2020, Departamento de Informatica do Sistema Unico de Sande-DATASUS