Table 2.
Glossary for Critical State Transitions and Attractors in Systems Medicine.
| Term | Definition | Example |
|---|---|---|
| Alternative stable states | Different steady states of the very same system can be realized under the same external conditions, depending on history | Healthy State (fasting glucose <115 mg/dL) vs. Diabetic State (fasting glucose >180 mg/dL) Since the pathological state is also a stable state (a new equilibrium) reversal is difficult, as best illustrated in the inherent challenge of weight loss by diet |
| Bifurcation (Critical State Transitions) |
The current stable state of a system disappears due to (slow) change of system characteristics and the system is forced to move to an alternative stable state | During the process of gradual health deterioration (e.g., fasting glucose >115 mg/dL – prediabetic state), poor diet results in a sudden catastrophic shift to a disease state that self-stabilizes in the new equilibrium (Figure 2) |
| Attractor | An equilibrium state to which a system converges after some time; a stable steady state. | After an oral glucose tolerance test, blood glucose increases to an unstable value (>200 mg/dL) that will finally decrease to the health steady state value (<115 mg/dL) |
| Basin of attraction | The entire set of initial conditions from which the system automatically moves to an attractor | Temporary deviations from an equilibrium state following acute perturbations after which the systems resettle in the steady state manifest the basin of attraction – e.g., normoglycemia following a large meal that caused a peak in blood glucose |
| Potential U(x) | A mathematical quantity that captures the “driving force” in a dynamical system, and can be graphed as the elevation over each state space position × (a state variable) to obtain a landscape picture (potential well) | Can be approximated as the inverse of the t probability P(x) to find individual in a population at that state space position x, where × is a state variable, e.g., x = fasting glucose (mg/dL) |
| Threshold |
A point where the system is very sensitive to changing conditions, e.g., at the “cusp” between two basins of attraction. In a critical transition, the threshold becomes a tipping point |
In a prediabetic individual, when the basin of attraction for glucose homeostasis is flat and blood glucose reaches a borderline value, e.g., >115 mg/dL, the individual is more sensitive to glucose challenge. |
| Tipping point | The point in a critical transition at which the system flips to another attractor state | A specific value of a parameter × (characterizing disease progression) at which the system undergoes a critical state transition and moves to a new attractor. |