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Assessment of optimal strategies in a two-patch dengue transmission model with seasonality

Emerging and re-emerging dengue fever has posed serious problems to public health officials in many tropical and subtropical countries. Continuous traveling in seasonally varying areas makes it more difficult to control the spread of dengue fever. In this work, we consider a two-patch dengue model t...

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Detalles Bibliográficos
Autores principales: Kim, Jung Eun, Lee, Hyojung, Lee, Chang Hyeong, Lee, Sunmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5354280/
https://www.ncbi.nlm.nih.gov/pubmed/28301523
http://dx.doi.org/10.1371/journal.pone.0173673
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author Kim, Jung Eun
Lee, Hyojung
Lee, Chang Hyeong
Lee, Sunmi
author_facet Kim, Jung Eun
Lee, Hyojung
Lee, Chang Hyeong
Lee, Sunmi
author_sort Kim, Jung Eun
collection PubMed
description Emerging and re-emerging dengue fever has posed serious problems to public health officials in many tropical and subtropical countries. Continuous traveling in seasonally varying areas makes it more difficult to control the spread of dengue fever. In this work, we consider a two-patch dengue model that can capture the movement of host individuals between and within patches using a residence-time matrix. A previous two-patch dengue model without seasonality is extended by adding host demographics and seasonal forcing in the transmission rates. We investigate the effects of human movement and seasonality on the two-patch dengue transmission dynamics. Motivated by the recent Peruvian dengue data in jungle/rural areas and coast/urban areas, our model mimics the seasonal patterns of dengue outbreaks in two patches. The roles of seasonality and residence-time configurations are highlighted in terms of the seasonal reproduction number and cumulative incidence. Moreover, optimal control theory is employed to identify and evaluate patch-specific control measures aimed at reducing dengue prevalence in the presence of seasonality. Our findings demonstrate that optimal patch-specific control strategies are sensitive to seasonality and residence-time scenarios. Targeting only the jungle (or endemic) is as effective as controlling both patches under weak coupling or symmetric mobility. However, focusing on intervention for the city (or high density areas) turns out to be optimal when two patches are strongly coupled with asymmetric mobility.
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spelling pubmed-53542802017-04-06 Assessment of optimal strategies in a two-patch dengue transmission model with seasonality Kim, Jung Eun Lee, Hyojung Lee, Chang Hyeong Lee, Sunmi PLoS One Research Article Emerging and re-emerging dengue fever has posed serious problems to public health officials in many tropical and subtropical countries. Continuous traveling in seasonally varying areas makes it more difficult to control the spread of dengue fever. In this work, we consider a two-patch dengue model that can capture the movement of host individuals between and within patches using a residence-time matrix. A previous two-patch dengue model without seasonality is extended by adding host demographics and seasonal forcing in the transmission rates. We investigate the effects of human movement and seasonality on the two-patch dengue transmission dynamics. Motivated by the recent Peruvian dengue data in jungle/rural areas and coast/urban areas, our model mimics the seasonal patterns of dengue outbreaks in two patches. The roles of seasonality and residence-time configurations are highlighted in terms of the seasonal reproduction number and cumulative incidence. Moreover, optimal control theory is employed to identify and evaluate patch-specific control measures aimed at reducing dengue prevalence in the presence of seasonality. Our findings demonstrate that optimal patch-specific control strategies are sensitive to seasonality and residence-time scenarios. Targeting only the jungle (or endemic) is as effective as controlling both patches under weak coupling or symmetric mobility. However, focusing on intervention for the city (or high density areas) turns out to be optimal when two patches are strongly coupled with asymmetric mobility. Public Library of Science 2017-03-16 /pmc/articles/PMC5354280/ /pubmed/28301523 http://dx.doi.org/10.1371/journal.pone.0173673 Text en © 2017 Kim et al http://creativecommons.org/licenses/by/4.0/ 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.
spellingShingle Research Article
Kim, Jung Eun
Lee, Hyojung
Lee, Chang Hyeong
Lee, Sunmi
Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title_full Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title_fullStr Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title_full_unstemmed Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title_short Assessment of optimal strategies in a two-patch dengue transmission model with seasonality
title_sort assessment of optimal strategies in a two-patch dengue transmission model with seasonality
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5354280/
https://www.ncbi.nlm.nih.gov/pubmed/28301523
http://dx.doi.org/10.1371/journal.pone.0173673
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