• DocumentCode
    2010205
  • Title

    A Random Walk Modelling Approach for Passive Metabolic Pathways in Gram-Negative Bacteria

  • Author

    Mazloom, Amin R. ; Basu, Kalyan ; Das, Sajal K.

  • Author_Institution
    Biol. Networks Group, Texas Univ., Arlington, TX
  • fYear
    2006
  • fDate
    28-29 Sept. 2006
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Random environment of the cell demands for a stochastic tool to analyze its behavior and bring the aspects of the bio-process that has been shadowed by the kinetic rate law based approach. In this work we present a novel random walk approach to detect the dynamics of passive diffusion of a metabolite in the gram-negative bacteria through phosphoenolpyruvate phospho-transfer system (pts pathway). We adopt a cell abstract model from the literature and build a triphase enzyme limited diffusion process on that. To explain the numerical results, we used the E.coli cell in our analysis to show the model precision. Our approach very finely manipulates the flux and flux responses coefficient with respect to enzyme variations in the cell. Also we have shown that current model would match the experimental in-vivo result better than kinetic rate base equivalent. Furthermore computational complexity of our approach is very light and could run in linear time
  • Keywords
    computational complexity; microorganisms; molecular biophysics; random processes; stochastic processes; E.coli cell; cell abstract model; computational complexity; gram-negative bacteria; kinetic rate law; passive diffusion dynamics; passive metabolic pathways; phosphoenolpyruvate phospho-transfer system; random walk modelling; stochastic tool; triphase enzyme; Biochemistry; Biological processes; Biological system modeling; Biomembranes; Equations; Kinetic theory; Microorganisms; Organisms; Proteins; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Bioinformatics and Computational Biology, 2006. CIBCB '06. 2006 IEEE Symposium on
  • Conference_Location
    Toronto, Ont.
  • Print_ISBN
    1-4244-0623-4
  • Electronic_ISBN
    1-4244-0624-2
  • Type

    conf

  • DOI
    10.1109/CIBCB.2006.330993
  • Filename
    4133175