• DocumentCode
    2460606
  • Title

    Simulation of Bacterial Chemotaxis by the Random Run and Tumble Model

  • Author

    Wang, Charles C N ; Ng, Ka-Lok ; Chen, Yu-Ching ; Sheu, Phillip C Y ; Tsai, Jeffrey J P

  • Author_Institution
    Dept. of Biomed. Inf., Asia Univ., Taichung, Taiwan
  • fYear
    2011
  • fDate
    24-26 Oct. 2011
  • Firstpage
    228
  • Lastpage
    233
  • Abstract
    In this paper, the movement of bacteria, i.e. E. coli, is simulated based on the run and tumble model. The random walk parameters, such as the speed, tumbling frequency, run duration, and the turn angle between two successive runs were taken from experimental measurements, and use them to simulate the bacteria movement in cases of three different uniform chemical concentration distributions. The motility coefficient is computed to characterize the migration responses. Furthermore, a case of chemical attractant gradient distribution in the environment is designed to validate the run and tumble model. It is found that bacteria move with higher motility coefficient in higher chemical concentrations. Simulation results suggested that bacterial run and tumble model can be used to describe real bacteria movement.
  • Keywords
    cell motility; microorganisms; random processes; E. coli; bacteria movement; bacterial chemotaxis; chemical attractant gradient distribution; chemical concentration distribution; migration response; motility coefficient; random run model; random tumble model; random walk parameters; Biological system modeling; Chemicals; Computational modeling; Gaussian distribution; Microorganisms; Time frequency analysis; Trajectory; attractant; motility coefficient; random walk; the run-and-tumble model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Bioengineering (BIBE), 2011 IEEE 11th International Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-61284-975-1
  • Type

    conf

  • DOI
    10.1109/BIBE.2011.41
  • Filename
    6089832