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Issue title: Advances in Biological processes and Petri nets (BioPPN)
Guest editors: Anna Gambin and Monika Heiner
Article type: Research Article
Authors: Bashirov, Rzaa; * | Akçay, Nimet İlkeb
Affiliations: [a] Department of Applied Mathematics and Computer Science, Faculty of Arts and Sciences, Eastern Mediterranean University, Famagusta, North Cyprus, Mersin-10, Turkey. [email protected] | [b] Faculty of Medicine, Eastern Mediterranean University, Famagusta, North Cyprus, Mersin-10, Turkey. [email protected]
Correspondence: [*] Department of Applied Mathematics and Computer Science, Faculty of Arts and Sciences, Eastern Mediterranean University, Famagusta, North Cyprus, Mersin-10, Turkey
Abstract: In this work we use hybrid Petri nets to create a model of the p16-mediated signaling pathway in higher eukaryotes and conduct its stochastic simulation-based validation by wet lab observations available from literature. The validation is conducted in terms of stochastic simulations with respect to the wild-type p16 protein and its mutated form. Our model catches the behavior of the major molecular regulators of the p16-mediated signaling pathway in wild-type cells as well as when DNA damage is detected or replicative senescence occurs. We observe that the stochastic model predicts some characteristics of the underlying pathway more clearly, evidently and perspicuously compared to the deterministic model, enriching the breadth and the quality of the outcome.
Keywords: Stochastic quantitative modeling, Snoopy, hybrid Petri net, p16-mediated signaling pathway
DOI: 10.3233/FI-2018-1679
Journal: Fundamenta Informaticae, vol. 160, no. 1-2, pp. 167-179, 2018
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