System for modeling the spatial dynamics of the bacterial population under varying antimicrobial treatment regimes
<p>This work is devoted to the development and implementation of a model for the evolution of a bacterial population grown on a nutrient medium under conditions of controlled biomass inhibition by an antimicrobial agent. To formalize the model a continuous deterministic approach is used. The mathematical model is described by an initial boundary value problem for a system of reaction-diffusion equations defining the spatio-temporal distributions of nutrient substrate and biomass, taking into account integration with a pharmacokinetic model for a single antimicrobial treatment. The model was implemented by the finite element method using the finite element analysis system &ndash; COMSOL Multiphysics platform. A series of computational experiments were performed to establish numerical patterns of changes in bacterial mass concentration with variation in antimicrobial dose. A discussion of the potential application of this approach to investigate the issue of bacterial resistance to antibiotics is presented.</p>
Authors
- Yuhan Shuai (ORCID: https://orcid.org/0000-0002-3465-7030)
Institutions
- Kazan Federal University (RU)
Publication Details
- Journal
- Modelling and Data Analysis
- Published
- 2025-04-09
- DOI
- https://doi.org/10.17759/mda.2025150102
- Primary Topic
- Bacterial Identification and Susceptibility Testing
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Kazan Federal University