• DocumentCode
    1988408
  • Title

    Identification of Conserved Domain Combinations in S.cerevisiae Proteins

  • Author

    Jung, Suk Hoon ; Hur, Hee-Young ; Kim, Desok ; Han, Dong-Soo

  • Author_Institution
    Inf. & Commun. Univ., Daejeon
  • fYear
    2007
  • fDate
    14-17 Oct. 2007
  • Firstpage
    14
  • Lastpage
    20
  • Abstract
    In this paper, we propose a formulated method for the analysis of conserved domain combinations and report an overview of domain combinations by identifying domain patterns and analyzing their functional annotations. The proposed method measures co-occurrence frequency and mutual dependency of domains in a domain combination using association rules. The method is useful to estimate the meaningfulness of a given domain combination in terms of conservation. Using the method, we extracted domain patterns in S.cerevisiae proteins and investigated GO term annotations of the domains. According to the investigation, domains in S.cerevisiae proteins are turned out to form patterns in which the members of the patterns are highly affiliated to one another. Also, extracted patterns are revealed to have a tendency of being associated with molecular functions.
  • Keywords
    biology computing; data mining; genetics; learning (artificial intelligence); microorganisms; molecular biophysics; pattern recognition; proteins; GO term annotation; S.cerevisiae proteins; association rule; conserved domain combination identification; domain pattern extraction; functional annotation analysis; gene ontology; molecular function; Association rules; Data mining; Evolution (biology); Frequency measurement; Information analysis; Pattern analysis; Prediction methods; Protein engineering; Protein sequence; Telephony;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Bioengineering, 2007. BIBE 2007. Proceedings of the 7th IEEE International Conference on
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-1509-0
  • Type

    conf

  • DOI
    10.1109/BIBE.2007.4375539
  • Filename
    4375539