Dynamics and determinants of the force of infection of dengue virus from 1994 to 2015 in Managua, Nicaragua

被引:25
|
作者
Katzelnick, Leah C. [1 ]
Ben-Shachar, Rotem [1 ,2 ]
Carlos Mercado, Juan [3 ,4 ]
Rodriguez-Barraquer, Isabel [5 ]
Elizondo, Douglas [4 ]
Arguello, Sonia [4 ]
Nunez, Andrea [3 ,4 ]
Ojeda, Sergio [4 ]
Sanchez, Nery [4 ]
Lopez Mercado, Brenda [4 ]
Gresh, Lionel [4 ]
Burger-Calderon, Raquel [1 ,4 ]
Kuan, Guillermina [6 ]
Gordon, Aubree [7 ]
Balmaseda, Angel [3 ,4 ]
Harris, Eva [1 ]
机构
[1] Univ Calif Berkeley, Sch Publ Hlth, Div Infect Dis & Vaccinol, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
[3] Minist Hlth, Ctr Nacl Diagnost & Referencia, Lab Nacl Virol, Managua 16064, Nicaragua
[4] Sustainable Sci Inst, Managua 14007, Nicaragua
[5] Univ Calif San Francisco, Sch Med, San Francisco, CA 94143 USA
[6] Minist Hlth, Ctr Salud Socrates Flores Vivas, Managua 12014, Nicaragua
[7] Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
dengue virus; force of infection; cohort study; transmission intensity; Nicaragua; ENHANCEMENT; TRANSMISSION; EPIDEMIC; DISEASE;
D O I
10.1073/pnas.1809253115
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
Dengue virus (DENV) is the most prevalent human vector-borne viral disease. The force of infection (FoI), the rate at which susceptible individuals are infected in a population, is an important metric for infectious disease modeling. Understanding how and why the FoI of DENV changes over time is critical for developing immunization and vector control policies. We used age-stratified seroprevalence data from 12 years of the Pediatric Dengue Cohort Study in Nicaragua to estimate the annual FoI of DENV from 1994 to 2015. Seroprevalence data revealed a change in the rate at which children acquire DENV-specific immunity: in 2004, 50% of children age >4 years were seropositive, but by 2015, 50% seropositivity was reached only by age 11 years. We estimated a spike in the FoI in 1997-1998 and 1998-1999 and a gradual decline thereafter, and children age <4 years experienced a lower FoI. Two hypotheses to explain the change in the FoI were tested: (i) a transition from introduction of specific DENV serotypes to their endemic transmission and (ii) a population demographic transition due to declining birth rates and increasing life expectancy. We used mathematical models to simulate these hypotheses. We show that the initial high FoI can be explained by the introduction of DENV-3 in 1994-1998, and that the overall gradual decline in the FoI can be attributed to demographic shifts. Changes in immunity and demographics strongly impacted DENV transmission in Nicaragua. Population-level measures of transmission intensity are dynamic and thus challenging to use to guide vaccine implementation locally and globally.
引用
收藏
页码:10762 / 10767
页数:6
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