A compartmental model of the cAMP/PKA/MAPK pathway in Bio-PEPA

Federica Ciocchetta
Adam Duguid
Maria Luisa Guerriero

The vast majority of biochemical systems involve the exchange of information between different compartments, either in the form of transportation or via the intervention of membrane proteins which are able to transmit stimuli between bordering compartments.

The correct quantitative handling of compartments is, therefore, extremely important when modelling real biochemical systems. The Bio-PEPA process algebra is equipped with the capability of explicitly defining quantitative information such as compartment volumes and membrane surface areas. Furthermore, the recent development of the Bio-PEPA Eclipse Plug-in allows us to perform a correct stochastic simulation of multi-compartmental models.

Here we present a Bio-PEPA compartmental model of the cAMP/PKA/MAPK pathway. We analyse the system using the Bio-PEPA Eclipse Plug-in and we show the correctness of our model by comparison with an existing ODE model. Furthermore, we perform computational experiments in order to investigate certain properties of the pathway. Specifically, we focus on the system response to the inhibition and strengthening of feedback loops and to the variation in the activity of key pathway reactions and we observe how these modifications affect the behaviour of the pathway. These experiments are useful to understand the control and regulatory mechanisms of the system.

In Gabriel Ciobanu: Proceedings Third Workshop on Membrane Computing and Biologically Inspired Process Calculi 2009 (MeCBIC 2009), Bologna, Italy, 5th September 2009, Electronic Proceedings in Theoretical Computer Science 11, pp. 71–90.
Published: 30th November 2009.

ArXived at: https://dx.doi.org/10.4204/EPTCS.11.5 bibtex PDF

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