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

被引:162
作者
Brooks-Pollock, Ellen [1 ,2 ,3 ]
Roberts, Gareth O. [4 ]
Keeling, Matt J. [2 ,3 ]
机构
[1] Univ Cambridge, Dept Vet Med, Dis Dynam Unit, Cambridge CB3 0ES, England
[2] Univ Warwick, Math Inst, WIDER Ctr, Coventry CV4 7AL, W Midlands, England
[3] Univ Warwick, Sch Life Sci, Coventry CV4 7AL, W Midlands, England
[4] Univ Warwick, Dept Stat, Coventry CV4 7AL, W Midlands, England
基金
英国工程与自然科学研究理事会; 英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
MOUTH EPIDEMIC; CATTLE; TRANSMISSION; ENGLAND; FOOT;
D O I
10.1038/nature13529
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Bovine tuberculosis (TB) is one of the most complex, persistent and controversial problems facing the British cattle industry, costing the country an estimated 100 pound million per year(1). 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(2-6). 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 farmscale 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(2). 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.
引用
收藏
页码:228 / +
页数:12
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