Title :
Swarms and Genes: Exploring λ- Switch Gene Regulation through Swarm Intelligence
Author :
Jacob, C. ; Barbasiewicz, A. ; Tsui, G.
Author_Institution :
Univ. of Calgary, Calgary
Abstract :
We demonstrate a 3-dimensional, agent-based model of the lambda-switch gene regulatory system, which simulates the interactions of proteins, promoters and operators during the phases of lysogenic and lytic growth in the phage lambda infected bacterium Escherichia coli. Following a decentralized approach, all regulatory mechanisms result from local interactions of the biomolecular agents within a simulated 3D cytoplasm. We show that our model displays the regulatory lambda switch behavior observed in E. coli, where proteins regulate their own production. Our lambda switch simulations provide a versatile testbed for studying gene regulation in silico, complementing in vitro experiments.
Keywords :
biology computing; genetics; multi-agent systems; proteins; agent-based model; bacterium escherichia coli; lambda-switch gene regulation; regulatory mechanisms; simulated 3D cytoplasm; swarm intelligence; Bioinformatics; Biological system modeling; Biology computing; Computational biology; Computational modeling; Genomics; Microorganisms; Particle swarm optimization; Proteins; Switches;
Conference_Titel :
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9487-9
DOI :
10.1109/CEC.2006.1688624