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The Journal of Neuroscience, October 5, 2005, 25(40):9080-9095; doi:10.1523/JNEUROSCI.2220-05.2005

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Behavioral/Systems/Cognitive
NMDA/AMPA Ratio Impacts State Transitions and Entrainment to Oscillations in a Computational Model of the Nucleus Accumbens Medium Spiny Projection Neuron

John A. Wolf,¹ Jason T. Moyer,² Maciej T. Lazarewicz,² Diego Contreras,¹ Marianne Benoit-Marand,³ Patricio O'Donnell,³ and Leif H. Finkel²

Departments of ¹Neuroscience and ²Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, and ³Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, New York 12208

We describe a computational model of the principal cell in the nucleus accumbens (NAcb), the medium spiny projection (MSP) neuron. The model neuron, constructed in NEURON, includes all of the known ionic currents in these cells and receives synaptic input from simulated spike trains via NMDA, AMPA, and GABA_A receptors. After tuning the model by adjusting maximal current conductances in each compartment, the model cell closely matched whole-cell recordings from an adult rat NAcb slice preparation. Synaptic inputs in the range of 1000-1300 Hz are required to maintain an "up" state in the model. Cell firing in the model required concurrent depolarization of several dendritic branches, which responded independently to afferent input. Depolarization from action potentials traveled to the tips of the dendritic branches and increased Ca²⁺ influx through voltage-gated Ca²⁺ channels. As NMDA/AMPA current ratios were increased, the membrane showed an increase in hysteresis of "up" and "down" state dwell times, but intrinsic bistability was not observed. The number of oscillatory inputs required to entrain the model cell was determined to be 20% of the "up" state inputs. Altering the NMDA/AMPA ratio had a profound effect on processing of afferent input, including the ability to entrain to oscillations in afferent input in the theta range (4-12 Hz). These results suggest that afferent information integration by the NAcb MSP cell may be compromised by pathology in which the NMDA current is altered or modulated, as has been proposed in both schizophrenia and addiction.

Key words: addiction; basal ganglia; schizophrenia; MSP; theta; oscillation; NMDA/AMPA ratio; computational model; ventral striatum; hysteresis; bistability

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Received Feb 10, 2005; revised July 15, 2005; accepted August 3, 2005.

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