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Experimental and theoretical investigation of mechanical responses of bacteria under hypoosmotic pressure
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- Author / Creator
- Darabi, Marjan
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Bacteria represent a type of ubiquitous pathogen that respond to environmental changes such
as osmotic pressure due to their cellular structure. Both Gram-negative and Gram-positive
bacteria have distinct structure, including a plasma membrane and cell wall. The primary
difference between them can be characterized by the absence of an outer membrane and the
presence of thicker peptidoglycan in Gram-positive bacteria. While both bacterial types may
exhibit different osmotic responses, the osmotic pressure-dependent mechanical responses
of Gram-positive bacteria have not been thoroughly investigated, compared with those of
Gram-negative bacteria. Studying the osmotic pressure-dependent morphological change
and its mathematical model exert some promising utilities in biomedical applications such
as designing and optimizing therapeutic strategies for drug delivery. For example, changes in
cell morphology due to osmotic pressure can affect the uptake and release of drugs. Besides,
mathematical models can predict how different osmotic conditions influence drug transport
across cell membranes. As most of the antibiotics avoid peptidoglycan synthesis in bacteria
which leads to osmotic lysis, studying structural change of bacteria under osmotic condition
assist antibiotics development.
In this work, we employed a combination of experimental and theoretical approaches to
study how Peptidoglycan and inner membrane deform under hypoosmotic pressure. Dynamic
light scattering (DLS) analysis was used to monitor time-dependent changes in the size of the bacteria, Escherichia coli (E. coli, Gram-negative) and Lactobacillus acidophilus
(L. acidophilus, Gram-positive), over the course of incubation at different osmotic pressure
conditions. Upon exposure to 300 mOsm of hypoosmotic gradient, the hydrodynamic radius
of L. acidophilus cells was observed to increase from 0.81±0.05 μm to 1.79±0.06 μm.
On the other hand, the radius of E. coli was found to increase from 0.45±0.008 μm to
0.67±0.01 μm at 0 mOsm. Besides, Transmission Electron Microscopy (TEM) is employed
to capture morphological changes of bacteria through applying hypoosmotic pressure. The
experimental results were used to develop a mathematical model. Through this model, the
mechanical behavior of bacteria cell envelope is predicted by formulating equilibrium equations
which describe deformations of the membrane attached to the meshed structure of
peptidoglycan. This results in nonlinear partial differential equations which are solved using
the custom-built Finite Element (FE) scheme. Finite Element Method, a prominent continuum
approach, intricately dissects complex problems into a finite set of interconnected
elements. These elements are considered continuous and deformable entities, facilitating a
comprehensive analysis of the material’s behavior through the examination of these discrete
components. We used Finite Element Method to elucidate the correlation between applied pressure
and bacteria deformation. The numerical solver used for solving the governing equations was
the Newton-Raphson method, seamlessly integrated into the FENICS platform—a Pythonbased
open-source software dedicated to solving partial differential equations. Based on our
model, it is predicted that Gram-positive bacteria experience significant out of plane deformation
on z direction by increasing lateral pressure from 5 MPa to 125.30 MPa. This
deformation is depicted by the red regions on the deformation contours of the model, and
vividly shows that the bacteria is stretched under various pressure conditions. Furthermore,
the heightened tension experienced by the bacteria in different pressure conditions is presented
on Material displacement contour. It provides valuable insights into the susceptibility of specific regions within Gram-positive bacteria to rupture under increased pressure conditions.
Particularly, areas with concentrated stress and heightened strain exhibit vulnerability
to rupture when exposed to elevated pressures. Notably, the maximum displacement is observed
in regions of the cell where mobility along the vertical z-axis is prominent. Despite
the need for further research, it was shown that theoretical predictions were well aligned
with experimental findings, emphasizing the observed shape change of bacteria matching
the predicted deformation. -
- Subjects / Keywords
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- Graduation date
- Fall 2024
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- Type of Item
- Thesis
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- Degree
- Master of Science
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- License
- This thesis is made available by the University of Alberta Library with permission of the copyright owner solely for non-commercial purposes. This thesis, or any portion thereof, may not otherwise be copied or reproduced without the written consent of the copyright owner, except to the extent permitted by Canadian copyright law.