• DocumentCode
    116085
  • Title

    Saddle-node bifurcation and its robustness analysis: A mechanism for inducing pluripotency in stem cell

  • Author

    Inoue, Masaki ; Imura, Jun-ichi ; Arai, Takayuki ; Kashima, Kenji ; Aihara, Kazuyuki

  • Author_Institution
    Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    5973
  • Lastpage
    5978
  • Abstract
    In this paper, we study saddle-node bifurcation and its robustness analysis for a class of nonlinear systems with dynamic uncertainties. First, we formulate a robust bifurcation analysis problem of evaluating the region that contains all potential bifurcation points on which an equilibrium appears, disappears, or loses hyperbolicity depending on uncertainties. Next, we propose an existence condition of multiple equilibria and evaluation of their location. Then, we derive a condition for robust hyperbolicity of a set of potential equilibrium points, and identify the region that contains all potential bifurcation points. The proposed analysis method is applied to robustness analysis of a genetic network model representing a mechanism for generating induced pluripotent stem cells (iPS cells). We find that saddle-node bifurcation occurs in the iPS model. Then, by the proposed robustness analysis, we further show that the bifurcation is so robust that it plays an essential role for inducing pluripotency in actual iPS cells.
  • Keywords
    bifurcation; feedback; nonlinear control systems; robust control; uncertain systems; dynamic uncertainties; genetic network model; iPS cell; induced pluripotent stem cell; nonlinear feedback system; robustness analysis; saddle-node bifurcation; Analytical models; Bifurcation; Mathematical model; Robustness; Steady-state; Stem cells; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7040324
  • Filename
    7040324