Uncertainty Effects

Deterministic phase portraits can misrepresent real molecular circuits under biological variability. Bifurcation analysis indicates that equilibrium points are sensitive to alpha, beta, and rho. About half of stochastic trials diverged completely from the deterministic prediction under 10 percent noise. Probabilistic uncertainty can alter cell fate in the stochastic simulations. Parametric uncertainty changes both phase portrait patterns and final cell fates.