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Quantitative Petri Nets Models for the Heat Shock Response
Diana-Elena Gratie, Ion Petre, Quantitative Petri Nets Models for the Heat Shock Response. TUCS Technical Reports 1068, TUCS, 2013.
Abstract:
The eukaryotic heat shock response is a highly conserved defense mechanism against cellular stress. We propose in this paper a quantitative Petri net-based representation of the heat shock response model introduced in [1]. We consider both a continuous and a stochastic representation, and analyze the properties of the networks. We extend the models to account for the heat-induced degradation of the self-defense mechanism itself, as well as its ability to repair itself. We conclude with an analysis of the simulation results, and a discussion on how modeling biological systems with Petri nets scales with further expansions of the model.
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BibTeX entry:
@TECHREPORT{tGrPe13a,
title = {Quantitative Petri Nets Models for the Heat Shock Response},
author = {Gratie, Diana-Elena and Petre, Ion},
number = {1068},
series = {TUCS Technical Reports},
publisher = {TUCS},
year = {2013},
keywords = {Petri nets, reaction-based models, heat shock response, P-invariants, T-invariants.},
ISBN = {978-952-12-2854-4},
}
Belongs to TUCS Research Unit(s): Computational Biomodeling Laboratory (Combio Lab)