Metabolic pathways as temporal logic programs

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Abstract

Metabolic Networks, formed by series of metabolic pathways, are made of intracellular and extracellular reactions that determine the biochemical properties of a cell and by a set of interactions that guide and regulate the activity of these reactions. Cancers, for example, can sometimes appear in a cell as a result of some pathology in a metabolic pathway. Most of these pathways are formed by an intricate and complex network of chain reactions, and they can be represented in a human readable form using graphs which describe the cell signaling pathways. In this paper we present a logic, called Molecular Equilibrium Logic, a nonmonotonic logic which allows representing metabolic pathways. We also show how this logic can be presented in terms of a syntactical subset of Temporal Equilibrium Logic, the temporal extension of Equilibrium Logic, called Splittable Temporal Logic Programs.

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Alliot, J. M., Diéguez, M., & del Cerro, L. F. (2016). Metabolic pathways as temporal logic programs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10021 LNAI, pp. 3–17). Springer Verlag. https://doi.org/10.1007/978-3-319-48758-8_1

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