Bounded list injective homomorphism for comparative analysis of protein-protein interaction graphs

  • Authors:

  • Isabelle Fagnot;Gaëlle Lelandais;Stéphane Vialette

  • Affiliations:

  • Laboratoire d'Informatique de l'Institut Gaspard Monge, UMR CNRS 8049, Université Paris-Est, 5 bd Descartes, 77454 Marne-la-Vallée Cedex 2, France;íquipe de Bioinformatique Génomique et Moléculaire, INSERM U726, Université Paris 7, case 7113, 2 place Jussieu, 75251 Paris Cedex 05;Laboratoire de Recherche en Informatique, UMR CNRS 8623, Université Paris-Sud, 91405 Orsay, France

  • Venue:
  • Journal of Discrete Algorithms
  • Year:
  • 2008

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Abstract

Comparing genomic properties of multiple species at varying evolutionary distances is a powerful approach for studying biological and evolutionary principles. In the context of comparative analysis of protein-protein interaction graphs, we use a graph-based formalism to detect the preservation of a given protein complex. We show that the problem is polynomial-time solvable provided that each protein has at most two orthologs in the other species, but is hard for three. Also, we suggest ways to cope with hardness by proposing three translations of the problem into well-known combinatorial optimization problems, thereby allowing the use of many recent results in fast exponential-time algorithms. Motivated by the need for more accurate models, we conclude by giving and discussing three natural extensions of the problem.