DocumentCode
256296
Title
Visualization of spatial patterns of cells using a 3-D simulation model for multicellular tissue growth
Author
Ben Youssef, Belgacem
Author_Institution
Dept. of Comput. Eng., King Saud Univ., Riyadh, Saudi Arabia
fYear
2014
fDate
14-16 April 2014
Firstpage
367
Lastpage
374
Abstract
In this paper, we apply a previously developed computational model for the growth of multicellular tissues using a discrete approach based on cellular automata to simulate the tissue growth rates and visualize the spatial patterns of three populations of proliferating and migrating cells. We use the obtained 3-D time-varying data to visualize the generated spatial patterns of the simulated grown tissue. We then briefly compare the tissue growth rates for two seeding modes, mixed and segmented, using a uniform cell distribution. Slow, moderate, and fast moving cells are utilized with each cell population having its own division characteristics. Our visualization results show that the placement of fast cells may impact not only the tissue growth rate but also the spatial characteristics of the grown tissue pattern. The developed computational model contains a number of system parameters that allow us to explore their effects on many other aspects of cell behavior as well as to study the temporal dynamics of such a complex system.
Keywords
biological tissues; biology computing; cellular automata; cellular biophysics; data visualisation; 3D simulation model; 3D time-varying data; cell spatial pattern visualization; cellular automata; complex system temporal dynamics; computational model; fast moving cells; grown tissue pattern; migrating cells; mixed seeding modes; moderate moving cells; multicellular tissue growth; proliferating cells; segmented seeding modes; slow moving cells; tissue growth rate simulation; uniform cell distribution; Automata; Computational modeling; Data visualization; Markov processes; Sociology; Solid modeling; Statistics; 3-D model; multicellular tissue growth; simulation; spatial patterns; visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location
Marrakech
Print_ISBN
978-1-4799-3823-0
Type
conf
DOI
10.1109/ICMCS.2014.6911255
Filename
6911255
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