The structural analysis of metabolic networks aims both at understanding the function and the evolution of metabolism. While it is commonly admitted that metabolism is modular, the identification of metabolic modules remains an open topic. Several definitions of what is a module have been proposed. We focus here on the notion of chemical organisations, i.e. sets of molecules which are closed and self-maintaining. We show that finding a reactive organisation is NP-hard even if the network is flux-consistent and that the hardness comes from blocking cycles. We then propose new algorithms for enumerating chemical organisations that are theoretically more efficient than existing approaches. © 2010 Springer-Verlag.

Enumerating chemical organisations in consistent metabolic networks: Complexity and algorithms / Milreu, Paulo Vieira; Acuña, Vicente; Birmelé, Etienne; Crescenzi, Pierluigi; MARCHETTI SPACCAMELA, Alberto; Sagot, Marie France; Stougie, Leen; Lacroix, Vincent. - STAMPA. - 6293:(2010), pp. 226-237. (Intervento presentato al convegno 10th International Workshop on Algorithms in Bioinformatics, WABI 2010 tenutosi a Liverpool; UK nel 06-08 September 2010) [10.1007/978-3-642-15294-8_19].

Enumerating chemical organisations in consistent metabolic networks: Complexity and algorithms

MARCHETTI SPACCAMELA, Alberto;
2010

Abstract

The structural analysis of metabolic networks aims both at understanding the function and the evolution of metabolism. While it is commonly admitted that metabolism is modular, the identification of metabolic modules remains an open topic. Several definitions of what is a module have been proposed. We focus here on the notion of chemical organisations, i.e. sets of molecules which are closed and self-maintaining. We show that finding a reactive organisation is NP-hard even if the network is flux-consistent and that the hardness comes from blocking cycles. We then propose new algorithms for enumerating chemical organisations that are theoretically more efficient than existing approaches. © 2010 Springer-Verlag.
2010
10th International Workshop on Algorithms in Bioinformatics, WABI 2010
Theoretical Computer Science; Computer Science (all)
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Enumerating chemical organisations in consistent metabolic networks: Complexity and algorithms / Milreu, Paulo Vieira; Acuña, Vicente; Birmelé, Etienne; Crescenzi, Pierluigi; MARCHETTI SPACCAMELA, Alberto; Sagot, Marie France; Stougie, Leen; Lacroix, Vincent. - STAMPA. - 6293:(2010), pp. 226-237. (Intervento presentato al convegno 10th International Workshop on Algorithms in Bioinformatics, WABI 2010 tenutosi a Liverpool; UK nel 06-08 September 2010) [10.1007/978-3-642-15294-8_19].
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