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
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