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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3319591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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