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Bacterial range expansions on a growing front: Roughness, fixation, and directed percolation
Jordan M Horowitz1,2,3, Mehran Kardar4
1Physics of Living Systems Group, Department of Physics, Massachusetts Institute of Technology, 400 Technology Square, Cambridge, Massachusetts 02139, USA.
Directed percolation, a model for nonequilibrium phase transitions, is applied to bacterial competition. Surface roughness of bacterial range expansion influences the critical behavior of this transition.
Area of Science:
- Statistical Physics
- Non-equilibrium Phase Transitions
- Mathematical Biology
Background:
- Directed percolation (DP) is a fundamental model for nonequilibrium phase transitions into a single absorbing state.
- DP has recently been recognized as a generic model for the evolutionary and ecological dynamics of competing bacterial populations.
- Bacterial range expansion, characterized by a fluctuating and rough growth front, is known to impact the critical behavior of DP transitions.
Purpose of the Study:
- To develop a theoretical framework describing the interplay between surface roughness and directed percolation in bacterial range expansion.
- To investigate the macroscopic phenomenology and scaling behaviors associated with this coevolutionary process.
Main Methods:
- Symmetry arguments were used to construct a pair of nonlinear stochastic partial differential equations.
- The equations model the coevolution of surface roughness and the composition field in DP.
- Renormalization group analysis was applied to study scaling behaviors.
Main Results:
- A theoretical model was established to describe the coupled dynamics of surface roughness and DP.
- The study discusses macroscopic manifestations on growth patterns and genealogical tracks.
- Potential scaling behaviors at the DP transition were analyzed.
Conclusions:
- The developed nonlinear stochastic partial differential equations provide a new framework for understanding DP in biological systems.
- This work bridges concepts from statistical physics and mathematical biology, offering insights into bacterial competition dynamics.
- The findings contribute to the understanding of how physical phenomena like surface roughness influence evolutionary and ecological processes.
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