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Targeting vaccinations for the licensed dengue vaccine: considerations for serosurvey design
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Title: | Targeting vaccinations for the licensed dengue vaccine: considerations for serosurvey design |
Authors: | Imai, N Ferguson, NM |
Item Type: | Journal Article |
Abstract: | Background The CYD-TDV vaccine was unusual in that the recommended target population for vaccination was originally defined not only by age, but also by transmission setting as defined by seroprevalence. WHO originally recommended countries consider vaccination against dengue with CYD-TDV vaccine in geographic settings only where prior infection with any dengue serotype, as measured by seroprevalence, was >170% in the target age group. Vaccine was not recommended in settings where seroprevalence was <50%. Test-and-vaccinate strategies suggested following new analysis by Sanofi will still require age-stratified seroprevalence surveys to optimise age-group targeting. Here we address considerations for serosurvey design in the context of vaccination program planning. Methods To explore how the design of seroprevalence surveys affects estimates of transmission intensity, 100 age-specific seroprevalence surveys were simulated using a beta-binomial distribution and a simple catalytic model for different combinations of age-range, survey size, transmission setting, and test sensitivity/specificity. We then used a Metropolis-Hastings Markov Chain Monte-Carlo algorithm to estimate the force of infection from each simulated dataset. Results Sampling from a wide age-range led to more accurate estimates than merely increasing sample size in a narrow age-range. This finding was consistent across all transmission settings. The optimum test sensitivity and specificity given an imperfect test differed by setting with high sensitivity being important in high transmission settings and high specificity important in low transmission settings. Conclusions When assessing vaccination suitability by seroprevalence surveys, countries should ensure an appropriate age-range is sampled, considering epidemiological evidence about the local burden of disease. |
Issue Date: | 26-Jun-2018 |
Date of Acceptance: | 7-Jun-2018 |
URI: | http://hdl.handle.net/10044/1/61254 |
DOI: | https://doi.org/10.1371/journal.pone.0199450 |
ISSN: | 1932-6203 |
Publisher: | Public Library of Science (PLoS) |
Start Page: | 1 |
End Page: | 15 |
Journal / Book Title: | PLoS ONE |
Volume: | 13 |
Issue: | 6 |
Copyright Statement: | © 2018 Imai, Ferguson. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
Sponsor/Funder: | Medical Research Council (MRC) Medical Research Council |
Funder's Grant Number: | MR/R015600/1 MR/R015600/1 |
Keywords: | Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics INAPPROPRIATE SUBGROUP ANALYSES IMMUNOLOGICAL BEHAVIOR VIRUS-INFECTION CAUSE HARM CHILDREN RATES CONTROVERSY HALSTEAD EFFICACY DISEASE Adolescent Adult Child Child, Preschool Computer Simulation Dengue Dengue Vaccines Humans Infant Infant, Newborn Licensure Models, Biological Probability Sensitivity and Specificity Seroepidemiologic Studies Surveys and Questionnaires Vaccination Young Adult Humans Dengue Vaccination Probability Sensitivity and Specificity Seroepidemiologic Studies Models, Biological Computer Simulation Adolescent Adult Child Child, Preschool Infant Infant, Newborn Licensure Dengue Vaccines Young Adult Surveys and Questionnaires General Science & Technology MD Multidisciplinary |
Publication Status: | Published online |
Online Publication Date: | 2018-06-26 |
Appears in Collections: | School of Public Health |