Bistable Genetic Toggle Switch

Kramers escape and noise-driven switching between attractors

Switching rate: —
The Gardner-Collins toggle switch (2000): two repressors u,v mutually inhibit. du/dt = α/(1+v^β) - γu. Bistable for α^(1/β) > γ. Noise (gene expression fluctuations) drives Kramers escape: k ~ exp(-ΔU/D). The barrier height ΔU determines memory fidelity. High noise → frequent switching; low noise → stable cell-fate commitment. The landscape is the quasi-potential U(u).