Title :
Multigraph Conditions for Multistability, Oscillations and Pattern Formation in Biochemical Reaction Networks
Author :
Mincheva, Maya ; Craciun, Gheorghe
Author_Institution :
Dept. of Math., Wisconsin-Madison Univ., Madison, WI
Abstract :
We represent interactions among biochemical species using a directed multigraph, which is a generalization of a more commonly used digraph. We show that network properties that are known to lead to multistability or oscillations, such as the existence of a positive feedback cycle, can be generalized to ldquocritical subnetworksrdquo that can contain several cycles. We also derive corresponding graph-theoretic conditions for pattern formation for the respective reaction-diffusion models. We present as an example a model for cell cycle and apoptosis along with bifurcation diagrams and sample solutions that confirm the predictions obtained with the help of the multigraph network conditions.
Keywords :
bifurcation; biochemistry; directed graphs; apoptosis; bifurcation diagram; biochemical reaction network; biochemical species; cell cycle; digraph; directed multigraph condition; graph-theoretic condition; multigraph network condition; multistability; oscillation; pattern formation; positive feedback cycle; reaction-diffusion model; Biological processes; Biological system modeling; Cells (biology); Feedback; Kinetic theory; Mathematical model; Oscillators; Pattern formation; Predictive models; Switches; Biochemical reaction networks; multigraph; multistability; oscillations; pattern formation; positive feedback;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2008.925474