Extracellular DNA and Type IV Pilus Expression Regulate the Structure and Kinetics of Biofilm Formation by Nontypeable Haemophilus influenzae
Authored by Jayajit Das, Elaine Mokrzan, Vinal Lakhani, Lucia Rosas, Joseph A Jurcisek, William C Ray, Lauren O Bakaletz
Date Published: 2017
DOI: 10.1128/mbio.01466-17
Sponsors:
United States National Institutes of Health (NIH)
Platforms:
No platforms listed
Model Documentation:
Other Narrative
Model Code URLs:
Model code not found
Abstract
Biofilms formed in the middle ear by nontypeable Haemophilus influenzae
(NTHI) are central to the chronicity, recurrence, and refractive nature
of otitis media (OM). However, mechanisms that underlie the emergence of
specific NTHI biofilm structures are unclear. We combined computational
analysis tools and in silico modeling rooted in statistical physics with
confocal imaging of NTHI biofilms formed in vitro during static culture
in order to identify mechanisms that give rise to distinguishing
morphological features. Our analysis of confocal images of biofilms
formed by NTHI strain 86-028NP using pair correlations of local
bacterial densities within sequential planes parallel to the substrate
showed the presence of fractal structures of short length scales (<= 10
mu m). The in silico modeling revealed that extracellular DNA (eDNA) and
type IV pilus (Tfp) expression played important roles in giving rise to
the fractal structures and allowed us to predict a substantial reduction
of these structures for an isogenic mutant (Delta comE) that was
significantly compromised in its ability to release eDNA into the
biofilm matrix and had impaired Tfp function. This prediction was
confirmed by analysis of confocal images of in vitro Delta comE strain
biofilms. The fractal structures potentially generate niches for NTHI
survival in the hostile middle ear microenvironment by dramatically
increasing the contact area of the biofilm with the surrounding
environment, facilitating nutrient exchange, and by generating spatial
positive feedback to quorum signaling.
IMPORTANCE NTHI is a major bacterial pathogen for OM, which is a common
ear infection in children worldwide. Chronic OM is associated with
bacterial biofilm formation in the middle ear; therefore, knowledge of
the mechanisms that underlie NTHI biofilm formation is important for the
development of therapeutic strategies for NTHI-associated OM. Our
combined approach using confocal imaging of NTHI biofilms formed in
vitro and mathematical tools for analysis of pairwise density
correlations and agent-based modeling revealed that eDNA and Tfp
expression were important factors in the development of fractal
structures in NTHI biofilms. These structures may help NTHI survive in
hostile environments, such as the middle ear. Our in silico model can be
used in combination with laboratory or animal modeling studies to
further define the mechanisms that underlie NTHI biofilm development
during OM and thereby guide the rational design of, and optimize time
and cost for, benchwork and preclinical studies.
Tags
Agent-based modeling
Proteins
systems
Matrix
In-vivo
Bacterial biofilms
Cellular-automaton approach
Biofilms
Microbial biofilms
Nontypeable haemophilus influenzae
Otitis media
Pair correlation
Small-angle scattering
Otitis-media
Lipooligosaccharides