Anisotropic Diffusion Model of Communication in 2D Biofilm
A biofilm is a microbial city. It consists of bacteria embedded in an extracellular polymeric substance (EPS) that functions as a protective barrier. Quorum sensing (QS) is a method of bacterial communication, where autoinducers (AIs) propagate via diffusion through the EPS and water channels within...
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Zusammenfassung: | A biofilm is a microbial city. It consists of bacteria embedded in an
extracellular polymeric substance (EPS) that functions as a protective barrier.
Quorum sensing (QS) is a method of bacterial communication, where autoinducers
(AIs) propagate via diffusion through the EPS and water channels within the
biofilm. This diffusion process is anisotropic due to varying densities between
the EPS and water channels. This study introduces a 2D anisotropic diffusion
model for molecular communication (MC) within biofilms, analyzing information
propagation between a point-to-point transmitter (TX) and receiver (RX) in
bounded space. The channel impulse response is derived using Green's function
for concentration (GFC) and is validated with particle-based simulation (PBS).
The outcomes reveal similar results for both isotropic and anisotropic
diffusion when the TX is centrally located due to symmetry. However,
anisotropic conditions lead to greater diffusion peaks when the TX is
positioned off-center. Additionally, the propagation of AIs is inversely
proportional to both overall biofilm size and and diffusion coefficient values.
It is hypothesized that anisotropic diffusion supports faster responses to
hostile environmental changes because signals can propagate faster from the
edge of the biofilm to the center. |
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DOI: | 10.48550/arxiv.2408.07626 |