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A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas

Tuberculosis (TB) is a growing problem worldwide, especially with the emergence and high prevalence of multidrug-resistant strains. We develop a metapopulation model for TB spread, which is particularly suited to investigating transmission between areas of high and low prevalence. A case study of cr...

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Detalles Bibliográficos
Autores principales: Hickson, Roslyn I., Mercer, Geoffry N., Lokuge, Kamalini M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3319591/
https://www.ncbi.nlm.nih.gov/pubmed/22496801
http://dx.doi.org/10.1371/journal.pone.0034411
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author Hickson, Roslyn I.
Mercer, Geoffry N.
Lokuge, Kamalini M.
author_facet Hickson, Roslyn I.
Mercer, Geoffry N.
Lokuge, Kamalini M.
author_sort Hickson, Roslyn I.
collection PubMed
description Tuberculosis (TB) is a growing problem worldwide, especially with the emergence and high prevalence of multidrug-resistant strains. We develop a metapopulation model for TB spread, which is particularly suited to investigating transmission between areas of high and low prevalence. A case study of cross-border transmission in the Torres Strait region of Australia and Papua New Guinea (PNG) is considered and a sensitivity analysis is conducted. We find that only 6 of the 50 parameters analysed are important to the cumulative number of clinically active TB patients in the entire region. Of these, only the detection rate in PNG is found to be an important intervention parameter. We therefore give insight into the extent the area with the high burden of TB (PNG in the case study) is dominating the TB dynamics of the entire region. Furthermore, the sensitivity analysis results give insight into the data that most important to collect and refine, which is found to be data relating to the PNG parameters.
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spelling pubmed-33195912012-04-11 A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas Hickson, Roslyn I. Mercer, Geoffry N. Lokuge, Kamalini M. PLoS One Research Article Tuberculosis (TB) is a growing problem worldwide, especially with the emergence and high prevalence of multidrug-resistant strains. We develop a metapopulation model for TB spread, which is particularly suited to investigating transmission between areas of high and low prevalence. A case study of cross-border transmission in the Torres Strait region of Australia and Papua New Guinea (PNG) is considered and a sensitivity analysis is conducted. We find that only 6 of the 50 parameters analysed are important to the cumulative number of clinically active TB patients in the entire region. Of these, only the detection rate in PNG is found to be an important intervention parameter. We therefore give insight into the extent the area with the high burden of TB (PNG in the case study) is dominating the TB dynamics of the entire region. Furthermore, the sensitivity analysis results give insight into the data that most important to collect and refine, which is found to be data relating to the PNG parameters. Public Library of Science 2012-04-04 /pmc/articles/PMC3319591/ /pubmed/22496801 http://dx.doi.org/10.1371/journal.pone.0034411 Text en Hickson 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hickson, Roslyn I.
Mercer, Geoffry N.
Lokuge, Kamalini M.
A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title_full A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title_fullStr A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title_full_unstemmed A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title_short A Metapopulation Model of Tuberculosis Transmission with a Case Study from High to Low Burden Areas
title_sort metapopulation model of tuberculosis transmission with a case study from high to low burden areas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3319591/
https://www.ncbi.nlm.nih.gov/pubmed/22496801
http://dx.doi.org/10.1371/journal.pone.0034411
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