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Published on: February 23, 2024
A Mathematical Model of Campylobacter Dynamics Within a Broiler Flock
Thomas Rawson1, Marian Stamp Dawkins2, Michael B Bonsall1
1Mathematical Ecology Research Group, Department of Zoology, University of Oxford, Oxford, United Kingdom.
Mathematical modeling reveals housing density impacts Campylobacter spread in broiler chickens. Other bacteria
Area of Science:
- Veterinary Microbiology
- Mathematical Biology
- Food Safety Science
Background:
- Campylobacter is a leading cause of bacterial gastroenteritis globally, primarily transmitted via poultry.
- Understanding Campylobacter transmission dynamics within flocks is crucial for effective biosecurity measures.
Purpose of the Study:
- To develop the first mathematical model of Campylobacter population dynamics in broiler chickens.
- To investigate the influence of housing density and stochastic variation on Campylobacter infection.
Main Methods:
- A system of stochastic differential equations was employed to model Campylobacter transmission routes between co-housed broiler chickens.
- Global sensitivity analysis was performed to identify key factors influencing disease dynamics.
Main Results:
- A strong correlation was observed between housing density and Campylobacter prevalence in broiler flocks.
- Stochastic variation was identified as the primary driver for the emergence of specific Campylobacter strains.
- The model demonstrated rapid selection for phenotypically advantageous Campylobacter strains, leading to the elimination of weaker ones.
Conclusions:
- Housing density significantly affects Campylobacter prevalence in broiler chickens.
- Stochasticity plays a critical role in Campylobacter strain emergence within flocks.
- The growth and death rates of native gut bacteria show potential for novel disease control strategies against Campylobacter.
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