Workshops > Frontiers in Mathematical Biology
|
Frontiers in Mathematical Biology
|
Fragmentation of bacterial flocs
Erin Byrne
Harvey Mudd College
|
Abstract:
Multicellular communities are a dominant, if not the predominant, form
of bacterial growth. Growing affixed to a surface, they are termed
biofilms. When growing freely suspended in aqueous environments,
they are usually referred to as flocs. Flocculated growth is important
in conditions as varied as bloodstream infections (where flocs can be
seen under the microscope) to algal blooms (where they can be seen
from low earth orbit). Understanding the distribution of floc sizes in
a disperse collection of bacterial colonies is a significant experimental
and theoretical challenge. One analytical approach is the application of
the Smoluchowski coagulation equations, a group of PDEs that track
the evolution of a particle size distribution over time.
The equations are characterized by kernels describing the result of
floc collisions as well as hydrodynamic-mediated fragmentation into
daughter aggregates. The post-fragmentation probability density of
daughter flocs is one of the least well-understood aspects of modeling
flocculation. A wide variety of functional forms have been used over
the years for describing fragmentation, and few have had experimental
data to aid in its construction. In this talk, we discuss the use of 3D
positional data of Klebsiella pneumoniae bacterial flocs in suspension,
along with the knowledge of hydrodynamic properties of a laminar flow
field, to construct a probability density function of floc volumes after a
fragmentation event. Computational results are provided which predict
that the primary fragmentation mechanism for medium to large flocs
is erosion, as opposed to the binary fragmentation mechanism (i.e. a
fragmentation that results in two similarly-sized daughter flocs) that
has traditionally been assumed. |
|