Evidence of Scale-Free Topology and Dynamics in Gene Regulatory Networks

Details Evidence of Scale-Free Topology and Dynamics in Gene Regulatory Networks Evidence of Scale-Free Topology and Dynamics in Gene Regulatory Networks

2003-01-05

arxiv.org/abs/cond-mat/0301041v2

S. Shaw, "Evidence of Scale-Free Topology and Dynamics in Gene Regulatory Networks," in Proceedings of the ISCA 12th Internati

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 3 figures, presented at the ISCA 12th International Conference IASSE July 9-11, 2003, San Francisco, California (repl

Scientific paper

Temporal gene expression data (Wen, et. al.) was analyzed using the recently introduced inverse modeling technique of Embedded Complex Logistic Maps (ECLM). Preliminary results indicate scale-free structure in the gene regulatory network topology as well as in the network's energy dissipation characteristics. General agreement was found with other recent studies involving a dynamical model and analyses of other biochemical networks exhibiting scale-free topology. The highlights of our study are briefly outlined.

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