ArticleProceedings of the National Academy of Sciences of the United States of America2021
Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 12 citations in OpenAlex.
- Long-term antibody dynamics challenge the paradigm of lifelong homotypic immunity to dengue virus.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Rising dengue risk with increasing El Niño-Southern Oscillation amplitude and teleconnections.Nature communications · 2025Article
- Vaccination strategies, public health impact and cost-effectiveness of dengue vaccine TAK-003: A modeling case study in Thailand.PLoS medicine · 2025Article
- Effects of boosting and waning in highly exposed populations on dengue epidemic dynamics.Science translational medicine · 2023Article
- Article
- Development of Inapparent Dengue Associated With Increased Antibody Levels to Aedes aegypti Salivary Proteins: A Longitudinal Dengue Cohort in Cambodia.The Journal of infectious diseases · 2022Article
- Dengue and Zika virus infections in children elicit cross-reactive protective and enhancing antibodies that persist long term.Science translational medicine · 2021Article
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Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
Abstract
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.
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