Z. Liu et al., A MODEL NEURON WITH ACTIVITY-DEPENDENT CONDUCTANCES REGULATED BY MULTIPLE CALCIUM SENSORS, The Journal of neuroscience, 18(7), 1998, pp. 2309-2320
Membrane channels are subject to a wide variety of regulatory mechanis
ms that can be affected by activity. WS present a model of a stomatoga
stric ganglion (STG) neuron in which several Ca2+-dependent pathways a
re used to regulate the maximal conductances of membrane currents in a
n activity-dependent manner, Unlike previous models of this type, the
regulation and modification of maximal conductances by electrical acti
vity is unconstrained. The model has seven voltage-dependent membrane
currents and uses three Ca2+ sensors acting on different time scales,
Starting from random initial conditions over a given range, the model
sets the maximal conductances for its active membrane currents to valu
es that produce a predefined target pattern of activity similar to 90%
of the time, In these models, the same pattern of electrical activity
can be produced by a range of maximal conductances, and this range is
compared with voltage-clamp data from the lateral pyloric neuron of t
he STG, If the electrical activity of the model neuron is perturbed, t
he maximal conductances adjust to restore the original pattern of acti
vity, When the perturbation is removed, the activity pattern is again
restored after a transient adjustment period, but the conductances may
not return to their initial values, The model suggests that neurons m
ay regulate their conductances to maintain fixed patterns of electrica
l activity, rather than fixed maximal conductances, and that the regul
ation process requires feedback systems capable of reacting to changes
of electrical activity on a number of different time scales.