Mathematical Biology Seminar
Fernando Fernandez, Bioengineering Department, University of Utah
Wednesday April 1, 2009
3:05pm LCB 215 Reduction of Spike Afterdepolarization
by Increased Leak Conductance
Alters Interspike Interval Variability
Abstract:
Data from neurons in vivo have shown that spike output can often
sustain episodes of high variability. Theoretical studies have
indicated that the high conductance state of neurons brought on by
synaptic activity can contribute to an increase in the variability of
spike output by decreasing the integration timescale of the neuron. In
the present work, we were interested in understanding how background
synaptic conductance activity alters the interspike interval (ISI)
variability of layer III pyramidal cells of the medial entorhinal
cortex. We compared ISI variability in pyramidal cells as a result of
synaptic current- or conductance-mediated membrane fluctuations. We
found that the effects of background synaptic conductance activity on
ISI variability depend on the neuron type. In pyramidal cells lacking
spike frequency adaptation, the variability increased in relation to a
comparable synaptic current stimulus. In contrast, in pyramidal cells
displaying spike frequency adaptation, the synaptic conductance
stimulus produced lower ISI variability. To understand this result, we
constructed a phenomenological model that reproduced the basic
properties of these neurons under control and increased leak
conductance. We found that leak can change the properties of the
neuron by acting as a bifurcation parameter that reduces the
afterdepolarization (ADP) and decreases the slope (gain) of the
frequency-current relationship, particularly for transient stimuli. A
lower gain with the added leak causes a reduction in ISI variability.
We conclude that the ability of a high conductance state to increase
ISI variability cannot be generalized and can depend on the spike ADP
dynamics expressed by the neuron.
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