Literature DB >> 25008532

A dynamic model of bovine tuberculosis spread and control in Great Britain.

Ellen Brooks-Pollock1, Gareth O Roberts2, Matt J Keeling3.   

Abstract

Bovine tuberculosis (TB) is one of the most complex, persistent and controversial problems facing the British cattle industry, costing the country an estimated £100 million per year. The low sensitivity of the standard diagnostic test leads to considerable ambiguity in determining the main transmission routes of infection, which exacerbates the continuing scientific debate. In turn this uncertainty fuels the fierce public and political disputes on the necessity of controlling badgers to limit the spread of infection. Here we present a dynamic stochastic spatial model for bovine TB in Great Britain that combines within-farm and between-farm transmission. At the farm scale the model incorporates stochastic transmission of infection, maintenance of infection in the environment and a testing protocol that mimics historical government policy. Between-farm transmission has a short-range environmental component and is explicitly driven by movements of individual cattle between farms, as recorded in the Cattle Tracing System. The resultant model replicates the observed annual increase of infection over time as well as the spread of infection into new areas. Given that our model is mechanistic, it can ascribe transmission pathways to each new case; the majority of newly detected cases involve several transmission routes with moving infected cattle, reinfection from an environmental reservoir and poor sensitivity of the diagnostic test all having substantive roles. This underpins our findings on the implications of control measures. Very few of the control options tested have the potential to reverse the observed annual increase, with only intensive strategies such as whole-herd culling or additional national testing proving highly effective, whereas controls focused on a single transmission route are unlikely to be highly effective.

Entities:  

Mesh:

Year:  2014        PMID: 25008532     DOI: 10.1038/nature13529

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  20 in total

1.  Simple model for tuberculosis in cattle and badgers.

Authors:  D R Cox; Christl A Donnelly; F John Bourne; George Gettinby; John P McInerney; W Ivan Morrison; Rosie Woodroffe
Journal:  Proc Natl Acad Sci U S A       Date:  2005-11-23       Impact factor: 11.205

Review 2.  A review of tuberculosis science and policy in Great Britain.

Authors:  Debby Reynolds
Journal:  Vet Microbiol       Date:  2005-12-15       Impact factor: 3.293

Review 3.  The tuberculin test.

Authors:  M L Monaghan; M L Doherty; J D Collins; J F Kazda; P J Quinn
Journal:  Vet Microbiol       Date:  1994-05       Impact factor: 3.293

4.  Investigations of cattle herd breakdowns with bovine tuberculosis in four counties of England and Wales using VETNET data.

Authors:  L E Green; S J Cornell
Journal:  Prev Vet Med       Date:  2005-09-12       Impact factor: 2.670

5.  Evaluation of surveillance strategies for bovine tuberculosis (Mycobacterium bovis) using an individual based epidemiological model.

Authors:  E A J Fischer; H J W van Roermund; L Hemerik; M A P M van Asseldonk; M C M de Jong
Journal:  Prev Vet Med       Date:  2005-03-15       Impact factor: 2.670

6.  A simulation model for the spread of bovine tuberculosis within New Zealand cattle herds.

Authors:  N D Barlow; J M Kean; G Hickling; P G Livingstone; A B Robson
Journal:  Prev Vet Med       Date:  1997-09       Impact factor: 2.670

7.  Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems.

Authors:  Tina Toni; David Welch; Natalja Strelkowa; Andreas Ipsen; Michael P H Stumpf
Journal:  J R Soc Interface       Date:  2009-02-06       Impact factor: 4.118

8.  Estimating epidemiological parameters for bovine tuberculosis in British cattle using a Bayesian partial-likelihood approach.

Authors:  A O'Hare; R J Orton; P R Bessell; R R Kao
Journal:  Proc Biol Sci       Date:  2014-04-09       Impact factor: 5.349

9.  Estimating the hidden burden of bovine tuberculosis in Great Britain.

Authors:  Andrew J K Conlan; Trevelyan J McKinley; Katerina Karolemeas; Ellen Brooks Pollock; Anthony V Goodchild; Andrew P Mitchell; Colin P D Birch; Richard S Clifton-Hadley; James L N Wood
Journal:  PLoS Comput Biol       Date:  2012-10-18       Impact factor: 4.475

10.  Estimates for local and movement-based transmission of bovine tuberculosis in British cattle.

Authors:  Darren M Green; Istvan Z Kiss; Andrew P Mitchell; Rowland R Kao
Journal:  Proc Biol Sci       Date:  2008-05-07       Impact factor: 5.349

View more
  72 in total

1.  Land sparing, land sharing, and the fate of Africa's lions.

Authors:  Philip A Stephens
Journal:  Proc Natl Acad Sci U S A       Date:  2015-11-13       Impact factor: 11.205

2.  Mycobacterium bovis Persistence in Two Different Captive Wild Animal Populations in Germany: a Longitudinal Molecular Epidemiological Study Revealing Pathogen Transmission by Whole-Genome Sequencing.

Authors:  Thomas A Kohl; Christian Utpatel; Stefan Niemann; Irmgard Moser
Journal:  J Clin Microbiol       Date:  2018-08-27       Impact factor: 5.948

3.  Investigation of intra-herd spread of Mycobacterium caprae in cattle by generation and use of a whole-genome sequence.

Authors:  S Broeckl; S Krebs; A Varadharajan; R K Straubinger; H Blum; M Buettner
Journal:  Vet Res Commun       Date:  2017-02-13       Impact factor: 2.459

4.  Bayesian inference of spreading processes on networks.

Authors:  Ritabrata Dutta; Antonietta Mira; Jukka-Pekka Onnela
Journal:  Proc Math Phys Eng Sci       Date:  2018-07-18       Impact factor: 2.704

5.  Using model-based proposals for fast parameter inference on discrete state space, continuous-time Markov processes.

Authors:  C M Pooley; S C Bishop; G Marion
Journal:  J R Soc Interface       Date:  2015-06-06       Impact factor: 4.118

6.  Animal health: How to control bovine tuberculosis.

Authors:  Robbie A McDonald
Journal:  Nature       Date:  2014-07-02       Impact factor: 49.962

7.  Evaluating empirical contact networks as potential transmission pathways for infectious diseases.

Authors:  Kimberly VanderWaal; Eva A Enns; Catalina Picasso; Craig Packer; Meggan E Craft
Journal:  J R Soc Interface       Date:  2016-08       Impact factor: 4.118

8.  Milk yield and reproductive performance of Holstein cows testing positive for bovine tuberculosis.

Authors:  Miguel Mellado; Dulce Reséndiz; Angel Mario Martínez; Maria Angeles de Santiago; Francisco Gerardo Véliz; Jose Eduardo García
Journal:  Trop Anim Health Prod       Date:  2015-04-17       Impact factor: 1.559

9.  Managing dynamic epidemiological risks through trade.

Authors:  Richard D Horan; Eli P Fenichel; David Finnoff; Christopher A Wolf
Journal:  J Econ Dyn Control       Date:  2015-04-01

10.  Identifying Spatial Invasion of Pandemics on Metapopulation Networks Via Anatomizing Arrival History.

Authors:  Jian-Bo Wang; Lin Wang; Xiang Li
Journal:  IEEE Trans Cybern       Date:  2015-11-09       Impact factor: 11.448

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.