• DocumentCode
    2414974
  • Title

    IsoKEGG: A logic based system for querying biological pathways in KEGG

  • Author

    Sultana, Kazi Zakia ; Bhattacharjee, Anupam ; Jamil, Hasan

  • fYear
    2010
  • fDate
    18-21 Dec. 2010
  • Firstpage
    626
  • Lastpage
    631
  • Abstract
    Understanding the interaction patterns among a set of biological entities in a pathway is an important exercise because it potentially could reveal the role of the entities in biological systems. Although a considerable amount of effort has been directed to the detection and mining of patterns in biological pathways in contemporary research, querying biological pathways remained relatively unexplored. Querying is principally different in which we retrieve pathways that satisfy a given property in terms of its topology, or constituents. One such property is subnetwork matching using various constituent parameters. In this paper, we introduce a logic based framework for querying biological pathways based on a novel and generic subgraph isomorphism computation technique. We cast this technique into a graphical interface called IsoKEGG to facilitate flexible querying of KEGG pathways. We demonstrate that IsoKEGG is flexible enough to allow querying based on isomorphic pathway topologies as well as matching any combination of node names, types, and edges. It also allows editing KGML represented query pathways and returns all possible pathways in KEGG that satisfy a given query condition that the users are able to investigate further.
  • Keywords
    bioinformatics; data mining; genetics; graphical user interfaces; isomorphism; molecular biophysics; query processing; IsoKEGG; KEGG pathways; biological pathways; generic subgraph isomorphism computation; graphical interface; interaction patterns; logic based system; pattern mining; querying; Compounds; Databases; Engines; Heuristic algorithms; Proteins; Topology; drug design; hypothesis testing; pathways; pattern lookup; subgraph isomorphism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2010 IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-8306-8
  • Electronic_ISBN
    978-1-4244-8307-5
  • Type

    conf

  • DOI
    10.1109/BIBM.2010.5706642
  • Filename
    5706642