Lopez-Caamal, Fernando (2012) Contributions to the Analysis of Biochemical Reaction-Diffusion Networks Stability, Analysis, and Numerical Solutions. PhD thesis, National University of Ireland Maynooth.
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Abstract
In this thesis we address dynamic systems problems that arise from the study of biochemical
networks. Here we prefer a rigorous treatment of the differential equations that govern their
spatio-temporal dynamics, at the cost of studying simplified scenarios of the biological systems
under study. Although these simplified scenarios do not model all aspects of the complex interplay
in the biological system, they are derived to study the relationship between specific causes
and effects. However, by abstracting the systems under study, we obtain the benefit of having
models that represent a large variety of processes. For instance, a simple activation mechanism
studied here may be used to model the autoactivation of the effector caspase in the apoptosis
pathway, the activation of the Akt/mTOR complex implicated in muscular growth, and twospecies
population dynamics.
In particular, we derive analytical expressions for the equilibrium points of a circular protein
activation mechanism with an arbitrary number of intermediate steps and characterise its
local stability. Later we analyse the signalling progression due to a protein autoactivation in
a long cell. Furthermore, we avail of a projection method for partial differential equations to
obtain associated ordinary differential equations that will assist on the reduction of the computational
load for the numerical solution of a class of reaction diffusion networks. This projection
method will also be used to compute the time-integral of some species concentration in a class
of reaction-diffusion networks.
Since we chose a theoretical approach, our results provide analytical expressions that link
the kinetic parameters and topology of the reaction network with its dynamical behaviour. These
formulas can be further studied to analyse the sensitivity of the systems characteristic with respect
to variation of parameters as well as explicitly unveiling the main processes that affect
the features of interest. We believe that these theoretical approaches provide a deeper insight in
selected biochemical pathways such as: the Akt/mTOR activation pathway, mediated by the IGF
receptor; the core apoptosis pathway; and Ca2+ homeostasis in non-excitable cells.
Item Type: | Thesis (PhD) |
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Keywords: | Biochemical Reaction-Diffusion; Networks; Stability; Analysis; Numerical Solutions; |
Academic Unit: | Faculty of Science and Engineering > Research Institutes > Hamilton Institute |
Item ID: | 4322 |
Depositing User: | IR eTheses |
Date Deposited: | 18 Apr 2013 15:30 |
URI: | https://mural.maynoothuniversity.ie/id/eprint/4322 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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