CaTwoPlus¶
Systems / ODEs / Chemical & biological systems
A calcium-induced calcium-release oscillator with self-modulated InsP₃ signalling that produces spikes, bursting, chaos, and birhythmicity.
Definition¶
\[
\begin{aligned}
\dot{y_{0}} &= V_{0} + V_{1} \beta - \frac{Vm_{2} y_{0}^{2}}{K_{2}^{2} + y_{0}^{2}} + \frac{Vm_{3} y_{0}^{m} y_{1}^{2} y_{2}^{4}}{\left(Ka^{4} + y_{2}^{4}\right) \left(Ky^{2} + y_{1}^{2}\right) \left(Kz^{m} + y_{0}^{m}\right)} - k y_{0} + kf y_{1} \\
\dot{y_{1}} &= \frac{Vm_{2} y_{0}^{2}}{K_{2}^{2} + y_{0}^{2}} - \frac{Vm_{3} y_{0}^{m} y_{1}^{2} y_{2}^{4}}{\left(Ka^{4} + y_{2}^{4}\right) \left(Ky^{2} + y_{1}^{2}\right) \left(Kz^{m} + y_{0}^{m}\right)} - kf y_{1} \\
\dot{y_{2}} &= V_{4} \beta - \frac{Vm_{5} y_{0}^{n} y_{2}^{p}}{\left(K_{5}^{p} + y_{2}^{p}\right) \left(Kd^{n} + y_{0}^{n}\right)} - eps y_{2}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
K2 |
0.1 |
Michaelis constant of Ca²⁺ pumping |
K5 |
0.3194 |
Michaelis constant of the kinase flux |
Ka |
0.1 |
Michaelis constant of InsP₃ degradation |
Kd |
1 |
Michaelis constant (InsP₃ degradation) |
Ky |
0.3 |
Michaelis constant (store Ca²⁺) |
Kz |
0.6 |
Michaelis constant (cytosolic Ca²⁺) |
V0 |
2 |
constant Ca²⁺ influx into the cytosol |
V1 |
2 |
stimulus-dependent Ca²⁺ influx |
V4 |
3 |
maximum stimulus-induced InsP₃ synthesis rate |
Vm2 |
6 |
maximum Ca²⁺ pumping rate into the store |
Vm3 |
30 |
maximum CICR-mediated release rate |
Vm5 |
50 |
maximum InsP₃-degrading kinase rate |
beta |
0.65 |
external stimulus saturation |
eps |
13 |
linear InsP₃ degradation rate |
k |
10 |
linear cytosolic Ca²⁺ removal rate |
kf |
1 |
passive Ca²⁺ leak from the store |
m |
2 |
Hill coefficient of the CICR term |
n |
4 |
Hill coefficient of the CICR term |
p |
1 |
Hill coefficient of the InsP₃-degradation term |
Properties¶
Lyapunov spectrum
$+0.365,\; -0.01787,\; -9.11$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 2.038$
Divergence ∇·f
$\nabla\!\cdot f = - eps - k - kf$
constant part shown — state-dependent remainder omitted (too large)
constant part shown — state-dependent remainder omitted (too large)
Equilibria
1 equilibria
0 stable · 1 unstable
0 stable · 1 unstable
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.CaTwoPlus()
traj = sys.integrate(final_time=100.0, dt=0.01)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Houart, Dupont & Goldbeter (1999), Bull. Math. Biol. 61, 507-530