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 – 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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

System for modeling the spatial dynamics of the bacterial population under varying antimicrobial treatment regimes

Yuhan Shuai
Modelling and Data Analysis
Bacterial Identification and Susceptibility Testing
article

System for modeling the spatial dynamics of the bacterial population under varying antimicrobial treatment regimes

Yuhan Shuai
article en

Abstract

<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 – 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>

Modelling and Data AnalysisVol. 15(1)
Kazan Federal University (RU)
Kazan Federal University
Openalex Percentile: Top 91%
Bacterial Identification and Susceptibility Testing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.