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Early development and quorum sensing in bacterial biofilms.
John P Ward1, John R King, Adrian J Koerber
1Department of Mathematical Sciences, Loughborough University, Loughborough, LE11 3TU, UK. john.ward@lboro.ac.uk
Journal of Mathematical Biology
|June 27, 2003
Summary
Mathematical models reveal bacterial biofilm growth dynamics and quorum sensing (QS) activity. We established criteria for linear biomass growth and identified a bifurcation point for QS activation, predicting traveling waves of QS behavior.
Area of Science:
- Mathematical Biology
- Microbiology
- Biophysics
Background:
- Bacterial biofilms are complex structures crucial in various environments.
- Quorum sensing (QS) is a cell-to-cell communication mechanism regulating bacterial behavior.
- Understanding biofilm formation and QS dynamics is vital for controlling bacterial populations.
Purpose of the Study:
- To develop and analyze a mathematical model for bacterial biofilm formation, growth, and QS activity.
- To investigate the relationship between biofilm growth and QS signaling.
- To explore the conditions leading to active QS and the emergence of QS traveling waves.
Main Methods:
- Development of a continuum-based mathematical model incorporating bacterial growth and movement.
- Coupling the growth model with a quorum sensing molecule (QSM) model.
- Numerical solution of nonlinear partial differential equations.
- Analytical derivation of solutions for uniform initial conditions.
Main Results:
- The model qualitatively reproduces experimental observations of biofilm formation and growth.
- Analytical solutions show algebraic biofilm growth over time, with established criteria for linear biomass increase.
- A bifurcation point for QS activity (non-active to active) was identified under biologically realistic conditions.
- The model predicts the occurrence of traveling waves in QS behavior within biofilms.
Conclusions:
- The developed mathematical model provides insights into bacterial biofilm development and QS regulation.
- Linear growth of biofilm biomass is achievable under specific conditions.
- A critical threshold exists for QS activation within biofilms.
- Traveling waves of QS behavior are a potential phenomenon in biofilms, with predictable speed ranges.