- ▪M. Skataric, E.D. Sontag, "A characterization of scale invariant responses in enzymatic networks", PLoS Computational Biology, vol. 8, pp. e1002748, 2012. pdfadaptation · biological adaptation · perfect adaptation · scale invariance · systems biology · transient behavior · symmetries · fcd · fold-change detection
Abstract
This paper studies a recently discovered remarkable feature that was shown in many adapting systems: scale invariance, which means that the initial, transient behavior stays approximately the same when the background signal level is scaled. Not every adapting system is scale-invariant: we investigate under which conditions a broadly used model of biochemical enzymatic networks will show scale invariant behavior. For all 3-node enzymatic networks, we performed a wide computational study to find candidates for scale invariance, among 16,038 possible topologies. This effort led us to discover a new necessary and sufficient mechanism that explains the behavior of all 3-node enzyme networks that have this property, which we call``uniform linearizations with fast output''. We also apply our theoretical results to a concrete biological example of order six, a model of the response of the chemotaxis signaling pathway of Dictyostelium discoideum to changes in chemoeffector cyclic adenosine monophosphate (cAMP).
- ▪M. Skataric, E.D. Sontag, "Exploring the scale invariance property in enzymatic networks", In Proc. IEEE Conf. Decision and Control, Maui, Dec. 2012, 2012. Paper WeC09.2.adaptation · biological adaptation · perfect adaptation · scale invariance · systems biology · transient behavior · symmetries · fcd · fold-change detection · enzymatic networks
Abstract
This is a conference version of ``A characterization of scale invariant responses in enzymatic networks.