• DocumentCode
    2911650
  • 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
  • fYear
    2013
  • fDate
    17-19 June 2013
  • Firstpage
    4550
  • Lastpage
    4556
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2013
  • Conference_Location
    Washington, DC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-0177-7
  • Type

    conf

  • DOI
    10.1109/ACC.2013.6580540
  • Filename
    6580540