Cr. Murphey et al., QUANTITATIVE-ANALYSIS OF ELECTROTONIC STRUCTURE AND MEMBRANE-PROPERTIES OF NMDA-ACTIVATED LAMPREY SPINAL NEURONS, Neural computation, 7(3), 1995, pp. 486-506
Parameter optimization methods were used to quantitatively analyze fre
quency-domain-voltage-clamp data of NMDA-activated lamprey spinal neur
ons simultaneously over a wide range of membrane potentials. A neurona
l cable model was used to explicitly take into account receptors locat
ed on the dendritic trees. The driving point membrane admittance was m
easured from the cell soma in response to a Fourier synthesized point
voltage clamp stimulus. The data were fitted to an equivalent cable mo
del consisting of a single lumped soma compartment coupled resistively
to a series of equal dendritic compartments. The model contains volta
ge-dependent NMDA sensitive (I-NMDA), slow potassium (I-K), and leakag
e (I-L) currents. Both the passive cable properties and the voltage de
pendence of ion channel kinetics were estimated, including the electro
tonic structure of the cell, the steady-state gating characteristics,
and the time constants for particular voltage- and time-dependent ioni
c conductances. An alternate kinetic formulation was developed that co
nsisted of steady-state values for the gating parameters and their tim
e constants at half-activation values as well as slopes of these param
eters at half-activation. This procedure allowed independent restricti
ons on the magnitude and slope of both the steady-state gating variabl
e and its associated time constant. Quantitative estimates of the volt
age-dependent membrane ion conductances and their kinetic parameters w
ere used to solve the nonlinear equations describing dynamic responses
. The model accurately predicts current clamp responses and is consist
ent with experimentally measured TTX-resistant NMDA-induced patterned
activity. In summary, an analysis method is developed that provides a
Pragmatic approach to quantitatively describe a nonlinear neuronal sys
tem.