Mathematical model of the acute inflammatory response to Escherichia coli in intramammary challenge

Abstract

We constructed a mathematical model of the early response to Escherichia coli infection of the mammary gland and explored the roles and interactions between inflammatory cells and bacteria. The model incorporates 3 equations that describe the interactions among bacteria, milk somatic cells, and blood leukocyte densities. These 3 equations were fitted to cell densities observed during acute inflammatory responses in unvaccinated and vaccinated heifers inoculated with 104 or 106 cfu of E. coli. The rates computed for the cellular transit from the storage sites to the blood and from the blood to the milk were lower in cows receiving 104 cfu but increased at approximately 6 × 10-6 and 30 × 10 -6 μL/cfu per h in nonvaccinated or vaccinated cows inoculated with 106 cfu, respectively. The cellular rates of bacterial killing were highest in unvaccinated cows (-400 × 10-6 μL/cell per h) when compared with vaccinated cows (200 to 300 × 10-6 μL/cell per h). A critical density of milk somatic cells at which bacteria density is constant was computed from the model at 2 × 106 cells/mL, and a one-way sensitivity analysis revealed that the changes in milk cellular densities were mostly sensitive to variations in the rate of bacterial killing and in the rate of production of inflammatory cells. © American Dairy Science Association, 2006.