Recurrence of bovine tuberculosis breakdowns in Great Britain: Risk factors and prediction

被引:71
|
作者
Karolemeas, K. [1 ]
McKinley, T. J. [1 ]
Clifton-Hadley, R. S. [2 ]
Goodchild, A. V. [2 ]
Mitchell, A. [2 ]
Johnston, W. T. [3 ]
Conlan, A. J. K. [1 ]
Donnelly, C. A. [4 ]
Wood, J. L. N. [1 ]
机构
[1] Univ Cambridge, Dept Vet Med, Cambridge Infect Dis Consortium, Cambridge CB3 0ES, England
[2] Vet Labs Agcy, Surrey KT15 3NB, England
[3] Univ York, Dept Hlth Sci, Epidemiol & Genet Unit, York YO10 5DD, N Yorkshire, England
[4] Univ London Imperial Coll Sci Technol & Med, Dept Infect Dis Epidemiol, MRC, Ctr Outbreak Anal & Modelling, London W2 1PG, England
关键词
Bovine tuberculosis; Recurrent breakdowns; Prediction; Case-control study; Risk factors; CATTLE; ERADICATION; HERDS; MODEL;
D O I
10.1016/j.prevetmed.2011.06.004
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Bovine tuberculosis (bTB) is an important economic disease worldwide with implications for both animal and human health. In Great Britain the number of herds that test positive for bTB, termed "breakdowns", has increased over the last two decades. Despite more intensive testing during a breakdown, around 23% of breakdowns recur within 12 months of the previous breakdown ending, and around 38% within 24 months. These "recurrent" breakdowns may be important for onward transmission of infection. Detailed case-control data were analysed to identify factors associated with recurrence within 12 months. The model predicted 83% of all recurrent breakdowns, with a positive predictive value (PPV) of 44%. A further model, restricted to data currently available nationally, was not sufficient to predict recurrence reliably; at a sensitivity of 72-76%, the PPV was 33-36%, when validated on independent data. Factors identified to be associated with recurrence are consistent with previous studies; namely, the number of reactors, a recent bTB history in the herd and a lack of association with the confirmation status of the initial breakdown. These variables are indicative of a higher level of infection or residual infection, and could be useful in the future development of predictive models for bTB recurrence. Crown Copyright (C) 2011 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:22 / 29
页数:8
相关论文
共 50 条
  • [1] Risk factors and variations in detection of new bovine tuberculosis breakdowns via slaughterhouse surveillance in Great Britain
    McKinley, Trevelyan J.
    Lipschutz-Powell, Debby
    Mitchell, Andrew P.
    Wood, James L. N.
    Conlan, Andrew J. K.
    [J]. PLOS ONE, 2018, 13 (06):
  • [2] Risk factors for bovine Tuberculosis at the national level in Great Britain
    Paul R Bessell
    Richard Orton
    Piran C L White
    Mike R Hutchings
    Rowland R Kao
    [J]. BMC Veterinary Research, 8 (1)
  • [3] Predicting prolonged bovine tuberculosis breakdowns in Great Britain as an aid to control
    Karolemeas, K.
    McKinley, T. J.
    Clifton-Hadley, R. S.
    Goodchild, A. V.
    Mitchell, A.
    Johnston, W. T.
    Conlan, A. J. K.
    Donnelly, C. A.
    Wood, J. L. N.
    [J]. PREVENTIVE VETERINARY MEDICINE, 2010, 97 (3-4) : 183 - 190
  • [4] Bovine tuberculosis in Northern Ireland: Risk factors associated with duration and recurrence of chronic herd breakdowns
    Doyle, L. P.
    Courcier, E. A.
    Gordon, A. W.
    O'Hagan, M. J. H.
    Menzies, F. D.
    [J]. PREVENTIVE VETERINARY MEDICINE, 2016, 131 : 1 - 7
  • [5] Using machine learning improves predictions of herd-level bovine tuberculosis breakdowns in Great Britain
    K. Stański
    S. Lycett
    T. Porphyre
    B. M. de C. Bronsvoort
    [J]. Scientific Reports, 11
  • [6] Using machine learning improves predictions of herd-level bovine tuberculosis breakdowns in Great Britain
    Stanski, K.
    Lycett, S.
    Porphyre, T.
    Bronsvoort, B. M. de C.
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [7] Tuberculosis of bovine origin in Great Britain
    不详
    [J]. BRITISH MEDICAL JOURNAL, 1932, 1932 (01): : 618 - 619
  • [8] The political economy of bovine tuberculosis in Great Britain
    Bennett, R. M.
    [J]. REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES, 2017, 36 (01): : 105 - 114
  • [9] Cattle movements and bovine tuberculosis in Great Britain
    M. Gilbert
    A. Mitchell
    D. Bourn
    J. Mawdsley
    R. Clifton-Hadley
    W. Wint
    [J]. Nature, 2005, 435 : 491 - 496
  • [10] Cattle movements and bovine tuberculosis in Great Britain
    Gilbert, M
    Mitchell, A
    Bourn, D
    Mawdsley, J
    Cliton-Hadley, R
    Wint, W
    [J]. NATURE, 2005, 435 (7041) : 491 - 496