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Integrating mathematical modeling of process engineering with kinetic microbial models is a promising option for improving the food safety.
The objective most often chosen for microbial models is the maximization of growth rate or yield, an approach we call simply Flux Balance Analysis (FBA).
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A suitable microbial model was suggested for retarding coliform bacteria growth in UF cheese.
Microbial habitat models were subsequently used to estimate microbial measures for a larger regional headwater riparian wetland dataset (n = 87), where edaphic property information was compiled.
A mechanistic model coupling O2 and CO2 mass transfer (namely diffusion and solubilisation in the food itself and permeation through the packaging material) to microbial growth models was developed aiming at predicting the shelf life of modified atmosphere packaging (MAP) systems.
Microbial ecosystem modeling is complicated by the large number of unknown parameters and the lack of appropriate calibration tools.
10.7554/eLife.08208.004 Figure 2. Overview of MCM's working principle and functionalities: A microbial community model is specified using human-readable configuration files in terms of metabolites, reactions, the metabolic potential of cell species and any additional environmental variables.
In MCM, a microbial community model is a set of differential equations for the population densities of the cell species comprising the community and of the ambient concentrations of utilized nutrients (metabolites), coupled to optimization problems for the cell-specific rates of reactions involving these metabolites.
This would also imply that microbial models can be used to calibrate and test theories of evolutionary rescue.
Although the importance of mitochondria and respiration in longevity is not fully understood in any organism, the combined power of metabolically distinct microbial model organisms is expanding our understanding of the respiration calorie restriction connection.
As meiosis in yeast and other microbial model systems is normally manipulated by starvation, this means that asexual and sexual replicates will experience different selection regimes.
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