Title :
Towards modularity in biological networks while avoiding retroactivity
Author :
Sivakumar, Hari ; Hespanha, Joao P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California Santa Barbara, Santa Barbara, CA, USA
Abstract :
We approach the solution to the problem “are biological networks modular” using a systems theory approach. We propose a method to divide a particular family of gene regulatory networks into “modules” that are functionally isolated from each other, so that the behavior of a composite network of two or more modules can be predicted from the input-output characteristics of the individual modules. This method provides a platform for the creation of new foundational modules using which networks can be decomposed. We present our work for the deterministic case, while providing a well-known example from the literature to validate our approach.
Keywords :
biology; genetics; system theory; biological network modularity; composite network behavior; foundational modules; gene regulatory networks; input-output characteristics; retroactivity avoidance; systems theory approach; Chemicals; Equations; Proteins;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580540