Effect of culling and vaccination on bovine tuberculosis infection in a European badger (Meles meles) population by spatial simulation modelling
Authored by Marwa Abdou, Klaas Frankena, James O'Keeffe, Andrew W Byrne
Date Published: 2016
DOI: 10.1016/j.prevetmed.2015.12.012
Sponsors:
Centre for Veterinary Epidemiology and Risk Analysis (CVERA)
Agri-food and Biosciences Institute (AFBI)
Platforms:
NetLogo
Model Documentation:
Other Narrative
Flow charts
Pseudocode
Model Code URLs:
Model code not found
Abstract
The control of bovine tuberculosis (bTB) in cattle herds in the Republic
of Ireland (ROI) is partially hindered by spill-back infection from wild
badgers (Metes meles). The aim of this study was to determine the
relative effects of interventions (combinations of culling and/or
vaccination) on bTB dynamics in an Irish badger population. A spatial
agent-based stochastic simulation model was developed to evaluate the
effect of various control strategies for bovine tuberculosis in badgers:
single control strategies (culling, selective culling, vaccination, and
vaccine baits), and combined strategies (Test vaccinate/cull (TVC)), split area approaches using culling and vaccination, or selective
culling and vaccination, and mixed scenarios where culling was conducted
for five years and followed by vaccination or by a TVC strategy. The
effect of each control strategy was evaluated over a 20-year period.
Badger control was simulated in 25\%, 50\%, and 75\% area (limited area
strategy) or in the entire area (100\%, wide area strategy). For endemic
bTB, a culling strategy was successful in eradicating bTB from the
population only if applied as an area-wide strategy. However, this was
achieved only by risking the extinction of the badger population.
Selective culling strategies (selective culling or TVC) mitigated this
negative impact on the badger population's viability. Furthermore, both
strategies (selective culling and TVC) allowed the badger population to
recover gradually, in compensation for the population reduction
following the initial use of removal strategies. The model predicted
that vaccination can be effective in reducing bTB prevalence in badgers, when used in combination with culling strategies (i.e. TVC or other
strategies). If fecundity was reduced below its natural levels (e.g. by
using wildlife contraceptives), the effectiveness of vaccination
strategies improved. Split-area simulations highlighted that
interventions can have indirect effects (e.g. on population size) in
non-treatment areas. Our model suggests that mixed control strategies
could maintain infection prevalence to a low level for a considerable
period even with a growing population. The model supported the
hypothesis that culling strategies appeared to be the most effective
method for the control of bTB in badgers using parameters, where
available, from ROI, either singly or in combination with other
strategies. In this model, the success of a vaccination strategy
depended partially upon population density and the proportion of the
population infected, therefore an initial culling program (to reduce
density and/or remove infected badgers) followed by long-term
vaccination may be effective in controlling bTB in badgers. (C) 2016
Elsevier B.V. All rights reserved.
Tags
Control strategies
Mycobacterium-bovis
Impact
Removal
Republic-of-ireland
South-west england
Protective
immunity
Cattle herds
Endobronchial challenge
Fertility-control