2006
- ▪M. Chaves, E.D. Sontag, R. Albert, "Structure and timescale analysis in genetic regulatory networks", In Proc.\ IEEE Conf.\ Decision and Control, San Diego, Dec.\ 2006, pp. 2358-2363, 2006. pdf
Abstract
This work is concerned with the study of the robustness and fragility of gene regulation networks to variability in the timescales of the distinct biological processes involved. It explores and compares two methods: introducing asynchronous updates in a Boolean model, or integrating the Boolean rules in a continuous, piecewise linear model. As an example, the segment polarity network of the fruit fly is analyzed. A theoretical characterization is given of the model's ability to predict the correct development of the segmented embryo, in terms of the specific timescales of the various regulation interactions.