A framework for multidimensional modelling of activity and structure of multispecies biofilms
Authored by C Picioreanu, Loosdrecht MCM van, JB Xavier
Date Published: 2005
DOI: 10.1111/j.1462-2920.2005.00787.x
Sponsors:
Portuguese Foundation for Science and Technology (FCT)
Platforms:
Java
Model Documentation:
Other Narrative
Flow charts
Mathematical description
Model Code URLs:
http://biofilms.bt.tudelft.nl/frameworkMaterial/java/framework.zip
Abstract
Concepts from previous biofilm models were integrated to create a
framework for the implementation of multidimensional (2D and 3D)
multispecies biofilm models. The framework is here described at three
levels: (i) mathematical representation of the processes involved in
biofilm formation, (ii) numerical implementation into a computer program
(freely available from our website
http://www.biofilms.bt.tudelft.nl/frameworkMaterial) and (iii) using the
program for the creation of biofilm models with multiple bacterial and
solute species. An improved version of the individual-based modelling
(IbM) that allows structured biomass was used. In this approach biomass
composition may be discriminated into any number of particulate species, including extracellular polymeric substances (EPS) for which specific
functionality was included. Detachment is also included, described as
occurring at the biofilm surface with variable local rates derived from
functions of state variables. The application of this modelling
framework to a multispecies system with structured biomass is
illustrated in a case study where the competition between an organism
capable of accumulating polyhydroxybutyrate (PHB, an internal storage
compound) and an EPS-producing organism in a two-species biofilm is
analysed. Results illustrate that biofilms enriched in PHB-producing
organisms may be obtained by supplying substrate intermittently in
feast/famine cycles.
Tags
Simulation
biomass
systems
Mixed microbial cultures
Microscopy
Transport
Detachment
Extracellular polymeric substances
Mass-transfer
Bacterial
colony growth