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CystiSim – An Agent-Based Model for Taenia solium Transmission and Control
Taenia solium taeniosis/cysticercosis was declared eradicable by the International Task Force for Disease Eradication in 1993, but remains a neglected zoonosis. To assist in the attempt to regionally eliminate this parasite, we developed cystiSim, an agent-based model for T. solium transmission and...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5161321/ https://www.ncbi.nlm.nih.gov/pubmed/27984581 http://dx.doi.org/10.1371/journal.pntd.0005184 |
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author | Braae, Uffe Christian Devleesschauwer, Brecht Gabriël, Sarah Dorny, Pierre Speybroeck, Niko Magnussen, Pascal Torgerson, Paul Johansen, Maria Vang |
author_facet | Braae, Uffe Christian Devleesschauwer, Brecht Gabriël, Sarah Dorny, Pierre Speybroeck, Niko Magnussen, Pascal Torgerson, Paul Johansen, Maria Vang |
author_sort | Braae, Uffe Christian |
collection | PubMed |
description | Taenia solium taeniosis/cysticercosis was declared eradicable by the International Task Force for Disease Eradication in 1993, but remains a neglected zoonosis. To assist in the attempt to regionally eliminate this parasite, we developed cystiSim, an agent-based model for T. solium transmission and control. The model was developed in R and available as an R package (http://cran.r-project.org/package=cystiSim). cystiSim was adapted to an observed setting using field data from Tanzania, but adaptable to other settings if necessary. The model description adheres to the Overview, Design concepts, and Details (ODD) protocol and consists of two entities—pigs and humans. Pigs acquire cysticercosis through the environment or by direct contact with a tapeworm carrier's faeces. Humans acquire taeniosis from slaughtered pigs proportional to their infection intensity. The model allows for evaluation of three interventions measures or combinations hereof: treatment of humans, treatment of pigs, and pig vaccination, and allows for customary coverage and efficacy settings. cystiSim is the first agent-based transmission model for T. solium and suggests that control using a strategy consisting of an intervention only targeting the porcine host is possible, but that coverage and efficacy must be high if elimination is the ultimate goal. Good coverage of the intervention is important, but can be compensated for by including an additional intervention targeting the human host. cystiSim shows that the scenarios combining interventions in both hosts, mass drug administration to humans, and vaccination and treatment of pigs, have a high probability of success if coverage of 75% can be maintained over at least a four year period. In comparison with an existing mathematical model for T. solium transmission, cystiSim also includes parasite maturation, host immunity, and environmental contamination. Adding these biological parameters to the model resulted in new insights in the potential effect of intervention measures. |
format | Online Article Text |
id | pubmed-5161321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-51613212017-01-04 CystiSim – An Agent-Based Model for Taenia solium Transmission and Control Braae, Uffe Christian Devleesschauwer, Brecht Gabriël, Sarah Dorny, Pierre Speybroeck, Niko Magnussen, Pascal Torgerson, Paul Johansen, Maria Vang PLoS Negl Trop Dis Research Article Taenia solium taeniosis/cysticercosis was declared eradicable by the International Task Force for Disease Eradication in 1993, but remains a neglected zoonosis. To assist in the attempt to regionally eliminate this parasite, we developed cystiSim, an agent-based model for T. solium transmission and control. The model was developed in R and available as an R package (http://cran.r-project.org/package=cystiSim). cystiSim was adapted to an observed setting using field data from Tanzania, but adaptable to other settings if necessary. The model description adheres to the Overview, Design concepts, and Details (ODD) protocol and consists of two entities—pigs and humans. Pigs acquire cysticercosis through the environment or by direct contact with a tapeworm carrier's faeces. Humans acquire taeniosis from slaughtered pigs proportional to their infection intensity. The model allows for evaluation of three interventions measures or combinations hereof: treatment of humans, treatment of pigs, and pig vaccination, and allows for customary coverage and efficacy settings. cystiSim is the first agent-based transmission model for T. solium and suggests that control using a strategy consisting of an intervention only targeting the porcine host is possible, but that coverage and efficacy must be high if elimination is the ultimate goal. Good coverage of the intervention is important, but can be compensated for by including an additional intervention targeting the human host. cystiSim shows that the scenarios combining interventions in both hosts, mass drug administration to humans, and vaccination and treatment of pigs, have a high probability of success if coverage of 75% can be maintained over at least a four year period. In comparison with an existing mathematical model for T. solium transmission, cystiSim also includes parasite maturation, host immunity, and environmental contamination. Adding these biological parameters to the model resulted in new insights in the potential effect of intervention measures. Public Library of Science 2016-12-16 /pmc/articles/PMC5161321/ /pubmed/27984581 http://dx.doi.org/10.1371/journal.pntd.0005184 Text en © 2016 Braae 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 Braae, Uffe Christian Devleesschauwer, Brecht Gabriël, Sarah Dorny, Pierre Speybroeck, Niko Magnussen, Pascal Torgerson, Paul Johansen, Maria Vang CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title | CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title_full | CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title_fullStr | CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title_full_unstemmed | CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title_short | CystiSim – An Agent-Based Model for Taenia solium Transmission and Control |
title_sort | cystisim – an agent-based model for taenia solium transmission and control |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5161321/ https://www.ncbi.nlm.nih.gov/pubmed/27984581 http://dx.doi.org/10.1371/journal.pntd.0005184 |
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