CHOLINERGIC MODULATION OF ACTIVITY-DEPENDENT SYNAPTIC PLASTICITY IN THE PIRIFORM CORTEX AND ASSOCIATIVE MEMORY FUNCTION IN A NETWORK BIOPHYSICAL SIMULATION
Me. Hasselmo et E. Barkai, CHOLINERGIC MODULATION OF ACTIVITY-DEPENDENT SYNAPTIC PLASTICITY IN THE PIRIFORM CORTEX AND ASSOCIATIVE MEMORY FUNCTION IN A NETWORK BIOPHYSICAL SIMULATION, The Journal of neuroscience, 15(10), 1995, pp. 6592-6604
The effect of activation of cholinergic receptors on long-term potenti
ation (LTP) in rat piriform cortex pyramidal cells was studied using e
xtracellular and intracellular recordings in brain slice preparations.
The functional role of this modulation was studied in a realistic net
work biophysical simulation. Repetitive stimuli were applied in two pa
radigms: one in which the recorded cell was held at its resting potent
ial and one in which synaptic activity was superimposed on a depolariz
ing pulse strong enough to evoke four action potentials. In the absenc
e of cholinergic modulation, stimulation at 5 Hz induced LTP primarily
in the second condition (13.7%, n = 6 out of 9, measured at 10 min af
ter tetanus). When stimuli were applied in the presence of the muscari
nic agonist carbachol (20 mu M), LTP of greater amplitude was induced
in both paradigms (resting: 41.5%, n = 11 out of 16, depolarized: 36%,
n = 5 out of 7, measured at 10 min after tetanus). Increases in excit
atory postsynaptic potential (EPSP) amplitudes in the presence of carb
achol were gradual, starting at the time 5 Hz stimuli were applied and
continuing until an action potential was evoked synaptically. in the
presence of the NMDA receptor antagonist 2-amino-5-phosphonovaleric ac
id (APV), LTP could not be induced. The muscarinic antagonist atropine
also prevented LTP induction in the presence of carbachol. Cholinergi
c modulation of synaptic plasticity was examined in a previously devel
oped realistic biophysical network simulation. In simulations, use of
a gradual rate of synaptic modification prevented excessive strengthen
ing of synapses, which could cause interference between stored pattern
s. The effect of excess synaptic strengthening can be avoided by intro
ducing activity dependent depression of synaptic strength. Coactivatio
n of learning and depression rules results in a stable system where no
interference occurs, at any rate of learning. Implementing the depres
sion rule only during recall does not improve the network's performanc
e. This implies that reduction in the strength of synaptic connections
should occur in the presence of ACh, more than in normal conditions.
We propose that two effects of ACh-enhancement of LTP and enhancement
of LTD-should act together to increase the stability of the cortical n
etwork in the process of acquiring information.