DocumentCode
2378314
Title
Integrated cellular and gene interaction model for cell migration in embryonic development
Author
Nguyen, Hien ; Song, Mingzhou
Author_Institution
Dept. of Comput. Sci., New Mexico State Univ., Las Cruces, NM, USA
fYear
2010
fDate
18-18 Dec. 2010
Firstpage
229
Lastpage
233
Abstract
The relationship between cellular behaviors and protein concentrations is central for embryonic development. An integrated cellular and gene interaction model is proposed to reveal this relationship. Protein concentrations vary spatiotemporally based on locations of cell, gene-gene interactions and the diffusion mechanism. On the other hand, cellular behaviors differentiate spatially, driven by cell-cell communication and protein concentrations in each cell. The model integrates a variation of the reaction-diffusion equation at the gene expression level and a particle-based cellular model based on the differential adhesion hypothesis for cell sorting at the cellular level. Cell sorting based on the adhesion hypothesis and patterns of inhibitory genes were simulated to illustrate the model. This model provides a more comprehensive basis to explain pattern formation during embryogenesis, than existing approaches that ignore the cellular components.
Keywords
adhesion; cellular biophysics; genetics; pattern formation; physiological models; proteins; reaction-diffusion systems; cell migration; cell sorting; cellular-gene interaction model; differential adhesion; diffusion; embryonic development; gene-gene interactions; inhibitory genes; pattern formation; protein concentrations; reaction-diffusion equation; differential adhesion; embryonic multi-scale modelling; reaction-diffusion equations;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
Conference_Location
Hong, Kong
Print_ISBN
978-1-4244-8303-7
Electronic_ISBN
978-1-4244-8304-4
Type
conf
DOI
10.1109/BIBMW.2010.5703804
Filename
5703804
Link To Document