Analysis of a novel class of predictive microbial growth models and application to coculture growth.
In this paper, a novel class of microbial growth models is analysed. In contrast with the currently used logistic type models (e.g., the model of Baranyi and Roberts [Baranyi, J., Roberts, T.A., 1994. A dynamic approach to predicting bacterial growth in food. International Journal of Food Microbiology 23, 277-294]), the novel model class, presented in Van Impe et al. (Van Impe, J.F., Poschet, F., Geeraerd, A.H., Vereecken, K.M., 2004. Towards a novel class of predictive microbial growth models. International Journal of Food Microbiology, this issue), explicitly incorporates nutrient exhaustion and/or metabolic waste product effects inducing stationary phase behaviour. As such, these novel model types can be extended in a natural way towards microbial interactions in cocultures and microbial growth in structured foods. Two illustrative case studies of the novel model types are thoroughly analysed and compared to the widely used model of Baranyi and Roberts. In a first case study, the stationary phase is assumed to be solely resulting from toxic product inhibition and is described as a function of the pH-evolution. In the second case study, substrate exhaustion is the sole cause of the stationary phase. Finally, a more complex case study of a so-called P-model is presented, dealing with a coculture inhibition of Listeria innocua mediated by lactic acid production of Lactococcus lactis.
Poschet
F
F
BioTeC-Bioprocess Technology and Control, Department of Chemical Engineering, Katholieke Universiteit Leuven, W. de Croylaan 46, B-3001 Leuven, Belgium.
Vereecken
K M
KM
Geeraerd
A H
AH
Nicolaï
B M
BM
Van Impe
J F
JF
D018920:Coculture Techniques; D003470:Culture Media / Q000737:chemistry / Q000378:metabolism; D005516:Food Microbiology; D006863:Hydrogen-Ion Concentration; D019344:Lactic Acid / Q000494:pharmacology; D013294:Lactococcus lactis / Q000378:metabolism / Q000502:physiology*; D008087:Listeria / Q000187:drug effects / Q000254:growth & development*; D016015:Logistic Models; D008954:Models, Biological; D009010:Monte Carlo Method; D011237:Predictive Value of Tests
D003470:Culture Media; D019344:Lactic Acid