31 research outputs found
Numerical simulation of biofilm formation in a microchannel
The focus of this paper is the numerical solution of a pore-scale model for
the growth of a permeable biofilm. The model includes water flux inside the
biofilm, different biofilm components, and shear stress on the biofilm-water
interface. To solve the resulting highly coupled system of model equations, we
propose a splitting algorithm. The Arbitrary Lagrangian Eulerian (ALE) method
is used to track the biofilm-water interface. Numerical simulations are
performed using physical parameters from the existing literature. Our
computations show the effect of biofilm permeability on the nutrient transport
and on its growth
A mathematical model of quorum sensing regulated EPS production in biofilm communities
<p>Abstract</p> <p>Background</p> <p>Biofilms are microbial communities encased in a layer of extracellular polymeric substances (EPS). The EPS matrix provides several functional purposes for the biofilm, such as protecting bacteria from environmental stresses, and providing mechanical stability. Quorum sensing is a cell-cell communication mechanism used by several bacterial taxa to coordinate gene expression and behaviour in groups, based on population densities.</p> <p>Model</p> <p>We mathematically model quorum sensing and EPS production in a growing biofilm under various environmental conditions, to study how a developing biofilm impacts quorum sensing, and conversely, how a biofilm is affected by quorum sensing-regulated EPS production. We investigate circumstances when using quorum-sensing regulated EPS production is a beneficial strategy for biofilm cells.</p> <p>Results</p> <p>We find that biofilms that use quorum sensing to induce increased EPS production do not obtain the high cell populations of low-EPS producers, but can rapidly increase their volume to parallel high-EPS producers. Quorum sensing-induced EPS production allows a biofilm to switch behaviours, from a colonization mode (with an optimized growth rate), to a protection mode.</p> <p>Conclusions</p> <p>A biofilm will benefit from using quorum sensing-induced EPS production if bacteria cells have the objective of acquiring a thick, protective layer of EPS, or if they wish to clog their environment with biomass as a means of securing nutrient supply and outcompeting other colonies in the channel, of their own or a different species.</p
Shaping the growth behaviour of biofilms initiated from bacterial aggregates
Bacterial biofilms are usually assumed to originate from individual cells
deposited on a surface. However, many biofilm-forming bacteria tend to
aggregate in the planktonic phase so that it is possible that many natural and
infectious biofilms originate wholly or partially from pre-formed cell
aggregates. Here, we use agent-based computer simulations to investigate the
role of pre-formed aggregates in biofilm development. Focusing on the initial
shape the aggregate forms on the surface, we find that the degree of spreading
of an aggregate on a surface can play an important role in determining its
eventual fate during biofilm development. Specifically, initially spread
aggregates perform better when competition with surrounding unaggregated
bacterial cells is low, while initially rounded aggregates perform better when
competition with surrounding unaggregated cells is high. These contrasting
outcomes are governed by a trade-off between aggregate surface area and height.
Our results provide new insight into biofilm formation and development, and
reveal new factors that may be at play in the social evolution of biofilm
communities
Description of mechanical response including detachment using a novel particle model of biofilm/flow interaction
A framework for multidimensional modelling of activity and structure of multispecies biofilms
Role of Biofilms in Bioprocesses: A Framework for Multidimensional IBM Modelling of Heterogeneous Biofilms
During the past few decades, biofilm formation by a variety of microbial strains has attracted much attention, mainly in the medical and industrial settings due to their high resistance to antibiotics. However, environmental scientists and biochemical engineers have realized the importance of biofilm growth dynamics and their biocatalytic activity. For instance, the ability to forecast and control microbial communities has led to enhance biogas production and a better characterization of biofilm importance in wastewater treatment systems. Thus, understanding the fundamental processes contributing to biofilm growth is useful to anyone involved with natural or industrial settings where biofilms may play a significant role in determining variables such as bulk water quality, toxic compound biodegradation or product quality. Investigation of individual microcolonies within a biofilm using powerful microscopic tools has fueled the creation of biofilm models that reproduce biofilm growth dynamics and interactions. Mathematical frameworks that describe heterogeneous bacterial biofilms formation have greatly contributed to our understanding of physiochemical and biological principles of biofilm spreading dynamics. A clear understanding of heterogeneities at the local scale may be vital to solving the riddle of the complex nature of microbial communities, which is crucial to improve the performance, robustness and stability of biofilm-associated bioprocess