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Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections
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 infect...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040803/ https://www.ncbi.nlm.nih.gov/pubmed/33811138 http://dx.doi.org/10.1073/pnas.2013941118 |
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author | Alexander, Laura W. Ben-Shachar, Rotem Katzelnick, Leah C. Kuan, Guillermina Balmaseda, Angel Harris, Eva Boots, Mike |
author_facet | Alexander, Laura W. Ben-Shachar, Rotem Katzelnick, Leah C. Kuan, Guillermina Balmaseda, Angel Harris, Eva Boots, Mike |
author_sort | Alexander, Laura W. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8040803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-80408032021-04-20 Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections Alexander, Laura W. Ben-Shachar, Rotem Katzelnick, Leah C. Kuan, Guillermina Balmaseda, Angel Harris, Eva Boots, Mike Proc Natl Acad Sci U S A Biological Sciences 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. National Academy of Sciences 2021-04-06 2021-04-02 /pmc/articles/PMC8040803/ /pubmed/33811138 http://dx.doi.org/10.1073/pnas.2013941118 Text en Copyright © 2021 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Alexander, Laura W. Ben-Shachar, Rotem Katzelnick, Leah C. Kuan, Guillermina Balmaseda, Angel Harris, Eva Boots, Mike Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title | Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title_full | Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title_fullStr | Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title_full_unstemmed | Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title_short | Boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
title_sort | boosting can explain patterns of fluctuations of ratios of inapparent to symptomatic dengue virus infections |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040803/ https://www.ncbi.nlm.nih.gov/pubmed/33811138 http://dx.doi.org/10.1073/pnas.2013941118 |
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