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Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination
BACKGROUND: The development of a safe and effective vaccine is considered crucial for dengue transmission control since vetor control has been failed; some potential candidates are currently in test, and in this context theoretical studies are necessary to evaluate vaccination strategies such as the...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364408/ https://www.ncbi.nlm.nih.gov/pubmed/30727988 http://dx.doi.org/10.1186/s12889-019-6426-9 |
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author | Cardim, Luciana L. Pinho, Suani T. R. Teixeira, M. Gloria Costa, M. Conceição N. Esteva, M. Lourdes Ferreira, Claudia P. |
author_facet | Cardim, Luciana L. Pinho, Suani T. R. Teixeira, M. Gloria Costa, M. Conceição N. Esteva, M. Lourdes Ferreira, Claudia P. |
author_sort | Cardim, Luciana L. |
collection | PubMed |
description | BACKGROUND: The development of a safe and effective vaccine is considered crucial for dengue transmission control since vetor control has been failed; some potential candidates are currently in test, and in this context theoretical studies are necessary to evaluate vaccination strategies such as the age groups that should be vaccinated, the percentage of the population at risk, and the target geographic regions to make dengue control feasible and optimal. METHODS: A partial differential model is used to mimics dengue transmission in human population in order to estimate the optimal vaccination age, using data collected from dengue reported cases in ten cities of Brazil from 2001 to 2014. For this purpose, the basic reproduction number of the disease was minimized assuming a single-dose vaccination strategy, equal vaccine efficacy for all circulating serotypes, and no vaccine failure. Numerical methods were used to assess the optimal vaccination age and its confidence age range. RESULTS: The results reveal complex spatial-temporal patterns associated to the disease transmission, highlighting the heterogeneity in defining the target population for dengue vaccination. However, the values obtained for the optimal age of vaccination, as targeting individuals under 13 years old, are compatible with the ones reported in similar studies in Brazil. The results also show that the optimal age for vaccination in general does not match with the age of the highest number of cases. CONCLUSIONS: The variation of the optimal age for vaccination across the country reflects heterogeneities in dengue spatial-temporal transmission in Brazilian cities, and can be used to define the target population and cities to optimize vaccination strategies in a context of high cost and low quantity of available vaccine. |
format | Online Article Text |
id | pubmed-6364408 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63644082019-02-15 Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination Cardim, Luciana L. Pinho, Suani T. R. Teixeira, M. Gloria Costa, M. Conceição N. Esteva, M. Lourdes Ferreira, Claudia P. BMC Public Health Research Article BACKGROUND: The development of a safe and effective vaccine is considered crucial for dengue transmission control since vetor control has been failed; some potential candidates are currently in test, and in this context theoretical studies are necessary to evaluate vaccination strategies such as the age groups that should be vaccinated, the percentage of the population at risk, and the target geographic regions to make dengue control feasible and optimal. METHODS: A partial differential model is used to mimics dengue transmission in human population in order to estimate the optimal vaccination age, using data collected from dengue reported cases in ten cities of Brazil from 2001 to 2014. For this purpose, the basic reproduction number of the disease was minimized assuming a single-dose vaccination strategy, equal vaccine efficacy for all circulating serotypes, and no vaccine failure. Numerical methods were used to assess the optimal vaccination age and its confidence age range. RESULTS: The results reveal complex spatial-temporal patterns associated to the disease transmission, highlighting the heterogeneity in defining the target population for dengue vaccination. However, the values obtained for the optimal age of vaccination, as targeting individuals under 13 years old, are compatible with the ones reported in similar studies in Brazil. The results also show that the optimal age for vaccination in general does not match with the age of the highest number of cases. CONCLUSIONS: The variation of the optimal age for vaccination across the country reflects heterogeneities in dengue spatial-temporal transmission in Brazilian cities, and can be used to define the target population and cities to optimize vaccination strategies in a context of high cost and low quantity of available vaccine. BioMed Central 2019-02-06 /pmc/articles/PMC6364408/ /pubmed/30727988 http://dx.doi.org/10.1186/s12889-019-6426-9 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Cardim, Luciana L. Pinho, Suani T. R. Teixeira, M. Gloria Costa, M. Conceição N. Esteva, M. Lourdes Ferreira, Claudia P. Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title | Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title_full | Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title_fullStr | Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title_full_unstemmed | Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title_short | Heterogeneities in dengue spatial-temporal transmission in Brazilian cities and its influence on the optimal age of vaccination |
title_sort | heterogeneities in dengue spatial-temporal transmission in brazilian cities and its influence on the optimal age of vaccination |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364408/ https://www.ncbi.nlm.nih.gov/pubmed/30727988 http://dx.doi.org/10.1186/s12889-019-6426-9 |
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