• DocumentCode
    983772
  • Title

    Using fixed point theorems to model the binding in protein-protein interactions

  • Author

    Li, Jinyan ; Li, Haiquan

  • Author_Institution
    Inst. for Infocomm Res., Heng Mui Keng Terrace, Singapore
  • Volume
    17
  • Issue
    8
  • fYear
    2005
  • Firstpage
    1079
  • Lastpage
    1087
  • Abstract
    The binding in protein-protein interactions exhibits a kind of biochemical stability in cells. The mathematical notion of fixed points also describes stability. A point is a fixed point if it remains unchanged after a transformation by a function. Many points may not be a fixed point, but they may approach a stable status after multiple steps of transformation. In this paper, we define a point as a protein motif pair consisting of two traditional protein motifs. We propose a function and propose a method to discover stable motif pairs of this function from a large protein interaction, sequence data set. There are many interesting properties for this function (for example, the convergence). Some of them are useful for gaining much efficiency in the discovery of those stable motif pairs; some are useful for explaining why our proposed fixed point theorems are a good way to model the binding of protein interactions. Our results are also compared to biological results to elaborate the effectiveness, of our method.
  • Keywords
    biology computing; data mining; genetics; proteins; biochemical stability; bioinformatics; fixed point theorem; genome; mining methods; protein motif pair; protein-protein interaction; Amino acids; Biochemistry; Bioinformatics; Convergence; DNA; Genomics; Nuclear magnetic resonance; Proteins; Sequences; Stability; Index Terms- Bioinformatics (genome or protein) database; biology and genetics.; generating functions; mining methods and algorithms; stability and instability;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/TKDE.2005.134
  • Filename
    1458701