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Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation

In this work, we present a simple and flexible model for Plasmodium vivax dynamics which can be easily combined with routinely collected data on local and imported case counts to quantify transmission intensity and simulate control strategies. This model extends the model from White et al. (2016) by...

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Autores principales: Champagne, Clara, Gerhards, Maximilian, Lana, Justin, García Espinosa, Bernardo, Bradley, Christina, González, Oscar, Cohen, Justin M., Le Menach, Arnaud, White, Michael T., Pothin, Emilie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786669/
https://www.ncbi.nlm.nih.gov/pubmed/34883106
http://dx.doi.org/10.1016/j.mbs.2021.108750
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author Champagne, Clara
Gerhards, Maximilian
Lana, Justin
García Espinosa, Bernardo
Bradley, Christina
González, Oscar
Cohen, Justin M.
Le Menach, Arnaud
White, Michael T.
Pothin, Emilie
author_facet Champagne, Clara
Gerhards, Maximilian
Lana, Justin
García Espinosa, Bernardo
Bradley, Christina
González, Oscar
Cohen, Justin M.
Le Menach, Arnaud
White, Michael T.
Pothin, Emilie
author_sort Champagne, Clara
collection PubMed
description In this work, we present a simple and flexible model for Plasmodium vivax dynamics which can be easily combined with routinely collected data on local and imported case counts to quantify transmission intensity and simulate control strategies. This model extends the model from White et al. (2016) by including case management interventions targeting liver-stage or blood-stage parasites, as well as imported infections. The endemic steady state of the model is used to derive a relationship between the observed incidence and the transmission rate in order to calculate reproduction numbers and simulate intervention scenarios. To illustrate its potential applications, the model is used to calculate local reproduction numbers in Panama and identify areas of sustained malaria transmission that should be targeted by control interventions.
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spelling pubmed-87866692022-01-31 Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation Champagne, Clara Gerhards, Maximilian Lana, Justin García Espinosa, Bernardo Bradley, Christina González, Oscar Cohen, Justin M. Le Menach, Arnaud White, Michael T. Pothin, Emilie Math Biosci Original Research Article In this work, we present a simple and flexible model for Plasmodium vivax dynamics which can be easily combined with routinely collected data on local and imported case counts to quantify transmission intensity and simulate control strategies. This model extends the model from White et al. (2016) by including case management interventions targeting liver-stage or blood-stage parasites, as well as imported infections. The endemic steady state of the model is used to derive a relationship between the observed incidence and the transmission rate in order to calculate reproduction numbers and simulate intervention scenarios. To illustrate its potential applications, the model is used to calculate local reproduction numbers in Panama and identify areas of sustained malaria transmission that should be targeted by control interventions. American Elsevier 2022-01 /pmc/articles/PMC8786669/ /pubmed/34883106 http://dx.doi.org/10.1016/j.mbs.2021.108750 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research Article
Champagne, Clara
Gerhards, Maximilian
Lana, Justin
García Espinosa, Bernardo
Bradley, Christina
González, Oscar
Cohen, Justin M.
Le Menach, Arnaud
White, Michael T.
Pothin, Emilie
Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title_full Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title_fullStr Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title_full_unstemmed Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title_short Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation
title_sort using observed incidence to calibrate the transmission level of a mathematical model for plasmodium vivax dynamics including case management and importation
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786669/
https://www.ncbi.nlm.nih.gov/pubmed/34883106
http://dx.doi.org/10.1016/j.mbs.2021.108750
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