Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784639164869771264 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8786669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT champagneclara usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT gerhardsmaximilian usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT lanajustin usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT garciaespinosabernardo usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT bradleychristina usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT gonzalezoscar usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT cohenjustinm usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT lemenacharnaud usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT whitemichaelt usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation AT pothinemilie usingobservedincidencetocalibratethetransmissionlevelofamathematicalmodelforplasmodiumvivaxdynamicsincludingcasemanagementandimportation |