Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections

被引:9
作者
Alexander, Laura W. [1 ]
Ben-Shachar, Rotem [1 ,2 ]
Katzelnick, Leah C. [2 ]
Kuan, Guillermina [3 ,4 ]
Balmaseda, Angel [4 ,5 ]
Harris, Eva [2 ]
Boots, Mike [1 ,6 ]
机构
[1] Univ Calif Berkeley, Integrat Biol, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Sch Publ Hlth, Div Infect Dis & Vaccinol, Berkeley, CA 94720 USA
[3] Minist Hlth, Ctr Salud Socrates Flores Vivas, Managua 12014, Nicaragua
[4] Sustainable Sci Inst, Managua 14007, Nicaragua
[5] Minist Hlth, Lab Nacl Virol, Ctr Nacl Diagnost & Referencia, Managua 16064, Nicaragua
[6] Univ Exeter, Biosci, Penryn TR10 9EZ, England
关键词
modeling; epidemiology; dynamics; immunity; asymptomatic;
D O I
10.1073/pnas.2013941118
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 is the most prevalent arboviral disease worldwide, and the four dengue virus (DENV) serotypes circulate endemically in many tropical and subtropical regions. Numerous studies have shown that the majority of DENV infections are inapparent, and that the ratio of inapparent to symptomatic infections (I/S) fluctuates substantially year-to-year. For example, in the ongoing Pediatric Dengue Cohort Study (PDCS) in Nicaragua, which was established in 2004, the I/S ratio has varied from 16.5:1 in 2006-2007 to 1.2:1 in 2009-2010. However, the mechanisms explaining these large fluctuations are not well understood. We hypothesized that in dengue-endemic areas, frequent boosting (i.e., exposures to DENV that do not lead to extensive viremia and result in a less than fourfold rise in antibody titers) of the immune response can be protective against symptomatic disease, and this can explain fluctuating I/S ratios. We formulate mechanistic epidemiologic models to examine the epidemiologic effects of protective homologous and heterologous boosting of the antibody response in preventing subsequent symptomatic DENV infection. We show that models that include frequent boosts that protect against symptomatic disease can recover the fluctuations in the I/S ratio that we observe, whereas a classic model without boosting cannot. Furthermore, we show that a boosting model can recover the inverse relationship between the number of symptomatic cases and the I/S ratio observed in the PDCS. These results highlight the importance of robust dengue control efforts, as intermediate dengue control may have the potential to decrease the protective effects of boosting.
引用
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页数:9
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