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Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife

Computer modeling has a long history of association with epidemiology, and has improved our understanding of the theory of disease dynamics and provided insights into wildlife disease management. A summary of badger bovine TB models and their role in decision making is presented, from a simple initi...

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Autores principales: Smith, Graham C., Delahay, Richard J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6232866/
https://www.ncbi.nlm.nih.gov/pubmed/30460248
http://dx.doi.org/10.3389/fvets.2018.00276
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author Smith, Graham C.
Delahay, Richard J.
author_facet Smith, Graham C.
Delahay, Richard J.
author_sort Smith, Graham C.
collection PubMed
description Computer modeling has a long history of association with epidemiology, and has improved our understanding of the theory of disease dynamics and provided insights into wildlife disease management. A summary of badger bovine TB models and their role in decision making is presented, from a simple initial SEI model, to SEIR (inclusion of a recovered category) and SEI(1)I(2) (inclusion of two stages of disease progression) variants, and subsequent spatially-explicit individual-based models used to assess historical badger management strategies. The integration of cattle into TB models allowed comparison of the predicted impacts of different badger management strategies on cattle herd breakdown rates, and provided an economic dimension to the outputs. Estimates of R(0) for bovine TB in cattle and badgers are little higher than unity implying that the disease should be relatively easy to control, which is at odds with practical experience. A cohort of recent models have suggested that combined strategies, involving management of both host species and including vaccination may be most effective. Future models of badger vaccination will need to accommodate the partial protection from infection and likely duration of immunity conferred by the currently available vaccine (BCG). Descriptions of how models could better represent the ecological and epidemiological complexities of the badger-cattle TB system are presented, along with a wider discussion of the utility of modeling for bovine TB management interventions. This includes consideration of the information required to maximize the utility of the next generation of models.
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spelling pubmed-62328662018-11-20 Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife Smith, Graham C. Delahay, Richard J. Front Vet Sci Veterinary Science Computer modeling has a long history of association with epidemiology, and has improved our understanding of the theory of disease dynamics and provided insights into wildlife disease management. A summary of badger bovine TB models and their role in decision making is presented, from a simple initial SEI model, to SEIR (inclusion of a recovered category) and SEI(1)I(2) (inclusion of two stages of disease progression) variants, and subsequent spatially-explicit individual-based models used to assess historical badger management strategies. The integration of cattle into TB models allowed comparison of the predicted impacts of different badger management strategies on cattle herd breakdown rates, and provided an economic dimension to the outputs. Estimates of R(0) for bovine TB in cattle and badgers are little higher than unity implying that the disease should be relatively easy to control, which is at odds with practical experience. A cohort of recent models have suggested that combined strategies, involving management of both host species and including vaccination may be most effective. Future models of badger vaccination will need to accommodate the partial protection from infection and likely duration of immunity conferred by the currently available vaccine (BCG). Descriptions of how models could better represent the ecological and epidemiological complexities of the badger-cattle TB system are presented, along with a wider discussion of the utility of modeling for bovine TB management interventions. This includes consideration of the information required to maximize the utility of the next generation of models. Frontiers Media S.A. 2018-11-06 /pmc/articles/PMC6232866/ /pubmed/30460248 http://dx.doi.org/10.3389/fvets.2018.00276 Text en Copyright © 2018 Smith and Delahay. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Veterinary Science
Smith, Graham C.
Delahay, Richard J.
Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title_full Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title_fullStr Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title_full_unstemmed Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title_short Modeling as a Decision Support Tool for Bovine TB Control Programs in Wildlife
title_sort modeling as a decision support tool for bovine tb control programs in wildlife
topic Veterinary Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6232866/
https://www.ncbi.nlm.nih.gov/pubmed/30460248
http://dx.doi.org/10.3389/fvets.2018.00276
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