Evidence map›Paper›PMID 33811138›Full record

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.

Laura W Alexander, Rotem Ben-Shachar, Leah C Katzelnick, Guillermina Kuan, Angel Balmaseda, Eva Harris, Mike Boots

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.0field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 12 citations in OpenAlex.

  1. 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 · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 3 countries.

Laura W AlexanderIntegrative Biology, University of California, Berkeley, CA 94720.
Rotem Ben-ShacharIntegrative Biology, University of California, Berkeley, CA 94720.
Leah C KatzelnickDivision of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, CA 94720.
Guillermina KuanCentro de Salud Sócrates Flores Vivas, Ministry of Health, 12014 Managua, Nicaragua.
Angel BalmasedaSustainable Sciences Institute, 14007 Managua, Nicaragua.
Eva HarrisDivision of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, CA 94720.ORCID 0000-0002-7238-4037
Mike BootsIntegrative Biology, University of California, Berkeley, CA 94720; mboots@berkeley.edu.ORCID 0000-0003-3763-6136
Integra (United States) · USUniversity of California, Berkeley · USMinisterio de Salud · NINational Autonomous University of Nicaragua · NIUniversity of Exeter · GB

Funding

Project 3 - Ex vivo immune profiling of dengue viruses and vaccinesU19AI118610 · NIAID · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI WOLINSKY, STEVEN M · 2015 to 2021
$46.6M
T Cell Responses Following DENV Natural Infections and Live-Attenuated Dengue Virus VaccinationP01AI106695 · NIAID · UNIVERSITY OF CALIFORNIA BERKELEY · PI Eva Harris · 2015 to 2026
$34.1M
Ecology and evolution of multiple transmission modes: anther-smut diseaseR01GM122061 · NIGMS · UNIVERSITY OF VIRGINIA · PI ANTONOVICS, JANIS · 2016 to 2019
$1.6M
NIAID NIH HHS P01 AI106695NIGMS NIH HHS R01 GM122061
6 · The paper itself

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.

Indexed as

Models, TheoreticalAdolescentAsymptomatic InfectionsChildChild, PreschoolCohort StudiesDengueDengue VirusHumansNicaraguaasymptomaticdynamicsepidemiologyimmunitymodeling

Identifiers

PMID33811138
PMCPMC8040803
OpenAlexW3140243602

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.