Mathematical analysis of depolarization block mediated by slow inactivation of fast sodium channels in midbrain dopamine neurons.

Dopamine neurons in freely moving rats often fire behaviorally relevant high-frequency bursts, but depolarization block limits the maximum steady firing rate of dopamine neurons in vitro to ∼10 Hz. Using a reduced model that faithfully reproduces the sodium current measured in these neurons, we show that adding an additional slow component of sodium channel inactivation, recently observed in these neurons, qualitatively changes in two different ways how the model enters into depolarization block. First, the slow time course of inactivation allows multiple spikes to be elicited during a strong depolarization prior to entry into depolarization block. Second, depolarization block occurs near or below the spike threshold, which ranges from -45 to -30 mV in vitro, because the additional slow component of inactivation negates the sodium window current. In the absence of the additional slow component of inactivation, this window current produces an N-shaped steady-state current-voltage (I-V) curve that prevents depolarization block in the experimentally observed voltage range near -40 mV. The time constant of recovery from slow inactivation during the interspike interval limits the maximum steady firing rate observed prior to entry into depolarization block. These qualitative features of the entry into depolarization block can be reversed experimentally by replacing the native sodium conductance with a virtual conductance lacking the slow component of inactivation. We show that the activation of NMDA and AMPA receptors can affect bursting and depolarization block in different ways, depending upon their relative contributions to depolarization versus to the total linear/nonlinear conductance.

[1]  C. Canavier,et al.  Implications of cellular models of dopamine neurons for schizophrenia. , 2014, Progress in molecular biology and translational science.

[2]  Multiple mechanisms underlie burst firing in rat midbrain dopamine neurons in vitro , 2004, Brain Research.

[3]  R. Palmiter,et al.  Disruption of NMDAR-dependent burst firing by dopamine neurons provides selective assessment of phasic dopamine-dependent behavior , 2009, Proceedings of the National Academy of Sciences.

[4]  J. White,et al.  Gain Control in CA1 Pyramidal Cells Using Changes in Somatic Conductance , 2010, The Journal of Neuroscience.

[5]  D. Engel,et al.  Differences in Na+ conductance density and Na+ channel functional properties between dopamine and GABA neurons of the rat substantia nigra. , 2010, Journal of neurophysiology.

[6]  David Terman,et al.  Mathematical foundations of neuroscience , 2010 .

[7]  J. Roeper Dissecting the diversity of midbrain dopamine neurons , 2013, Trends in Neurosciences.

[8]  A. Grace,et al.  Intracellular and extracellular electrophysiology of nigral dopaminergic neurons—1. Identification and characterization , 1983, Neuroscience.

[9]  P. Shepard,et al.  Apamin‐sensitive Ca2+-activated K+ channels regulate pacemaker activity in nigral dopamine neurons , 1996, Neuroreport.

[10]  B. Hyland,et al.  Firing modes of midbrain dopamine cells in the freely moving rat , 2002, Neuroscience.

[11]  G Chouvet,et al.  Tonic Activation of NMDA Receptors Causes Spontaneous Burst Discharge of Rat Midbrain Dopamine Neurons In Vivo , 1993, The European journal of neuroscience.

[12]  Ping Hx,et al.  Apamin-sensitive Ca2+-activated K+ channels regulate pacemaker activity in nigral dopamine neurons , 1996 .

[13]  Paul H M Kullmann,et al.  Implementation of a fast 16-Bit dynamic clamp using LabVIEW-RT. , 2004, Journal of neurophysiology.

[14]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

[15]  C. Wilson,et al.  Coupled oscillator model of the dopaminergic neuron of the substantia nigra. , 2000, Journal of neurophysiology.

[16]  Charles J. Wilson,et al.  An Intrinsic Neuronal Oscillator Underlies Dopaminergic Neuron Bursting , 2009, The Journal of Neuroscience.

[17]  Anthony A. Grace,et al.  Dopamine-cell depolarization block as a model for the therapeutic actions of antipsychotic drugs , 1997, Trends in Neurosciences.

[18]  C. A. Paladini,et al.  Dynamic regulation of midbrain dopamine neuron activity: intrinsic, synaptic, and plasticity mechanisms , 2011, Neuroscience.

[19]  J. Rinzel Excitation dynamics: insights from simplified membrane models. , 1985, Federation proceedings.

[20]  Carmen C. Canavier,et al.  Regulation of firing frequency in a computational model of a midbrain dopaminergic neuron , 2010, Journal of Computational Neuroscience.

[21]  A. Grace,et al.  Intracellular and extracellular electrophysiology of nigral dopaminergic neurons—3. Evidence for electrotonic coupling , 1983, Neuroscience.

[22]  C. Canavier,et al.  Ether-a-go-go-related gene potassium channels: what's all the buzz about? , 2006, Schizophrenia bulletin.

[23]  D. Clark,et al.  Iontophoretically administered drugs acting at the N‐methyl‐D‐aspartate receptor modulate burst firing in A9 dopamine neurons in the rat , 1992, Synapse.

[24]  P. Overton,et al.  Antagonism of NMDA receptors but not AMPA/kainate receptors blocks bursting in dopaminergic neurons induced by electrical stimulation of the prefrontal cortex , 2005, Journal of Neural Transmission.

[25]  M. Bevan,et al.  Synaptic activation of dendritic AMPA and NMDA receptors generates transient high-frequency firing in substantia nigra dopamine neurons in vitro. , 2007, Journal of neurophysiology.

[26]  Rodolphe Sepulchre,et al.  How Modeling Can Reconcile Apparently Discrepant Experimental Results: The Case of Pacemaking in Dopaminergic Neurons , 2011, PLoS Comput. Biol..

[27]  Eve Marder,et al.  The dynamic clamp: artificial conductances in biological neurons , 1993, Trends in Neurosciences.

[28]  E. Marder,et al.  Dynamic clamp: computer-generated conductances in real neurons. , 1993, Journal of neurophysiology.

[29]  W. Schultz Getting Formal with Dopamine and Reward , 2002, Neuron.

[30]  A. Grace,et al.  Induction of depolarization block in midbrain dopamine neurons by repeated administration of haloperidol: analysis using in vivo intracellular recording. , 1986, The Journal of pharmacology and experimental therapeutics.

[31]  C. Canavier,et al.  An increase in AMPA and a decrease in SK conductance increase burst firing by different mechanisms in a model of a dopamine neuron in vivo. , 2006, Journal of neurophysiology.

[32]  Sharon Crook,et al.  Relating ion channel expression, bifurcation structure, and diverse firing patterns in a model of an identified motor neuron , 2012, Journal of Computational Neuroscience.

[33]  Eugene M. Izhikevich,et al.  Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting , 2006 .

[34]  A. Grace,et al.  Morphology and electrophysiological properties of immunocytochemically identified rat dopamine neurons recorded in vitro , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[35]  S. T. Kitai,et al.  Electrophysiological and immunocytochemical characterization of GABA and dopamine neurons in the substantia nigra of the rat , 1997, Neuroscience.

[36]  Anthony A Grace,et al.  Antipsychotic Drugs Rapidly Induce Dopamine Neuron Depolarization Block in a Developmental Rat Model of Schizophrenia , 2011, The Journal of Neuroscience.

[37]  Kae Nakamura,et al.  Predictive Reward Signal of Dopamine Neurons , 2015 .

[38]  M. Huertas,et al.  Functional characterization of ether‐à‐go‐go‐related gene potassium channels in midbrain dopamine neurons – implications for a role in depolarization block , 2012, The European journal of neuroscience.

[39]  J. Rinzel,et al.  The slow passage through a Hopf bifurcation: delay, memory effects, and resonance , 1989 .

[40]  Charles J. Wilson,et al.  Transient high-frequency firing in a coupled-oscillator model of the mesencephalic dopaminergic neuron. , 2006, Journal of neurophysiology.

[41]  John A. White,et al.  Effects of imperfect dynamic clamp: Computational and experimental results , 2008, Journal of Neuroscience Methods.

[42]  B. S. Gutkin,et al.  A reduced model of DA neuronal dynamics that displays quiescence, tonic firing and bursting , 2011, Journal of Physiology-Paris.

[43]  A. Hodgkin The local electric changes associated with repetitive action in a non‐medullated axon , 1948, The Journal of physiology.

[44]  Alexey S. Kuznetsov,et al.  Exploring Neuronal Bistability at the Depolarization Block , 2012, PloS one.

[45]  M. Huertas,et al.  Pacemaker Rate and Depolarization Block in Nigral Dopamine Neurons: A Somatic Sodium Channel Balancing Act , 2012, The Journal of Neuroscience.

[46]  S. Lammel,et al.  Unique Properties of Mesoprefrontal Neurons within a Dual Mesocorticolimbic Dopamine System , 2008, Neuron.

[47]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1990 .

[48]  D. Johnston,et al.  Slow Recovery from Inactivation of Na+ Channels Underlies the Activity-Dependent Attenuation of Dendritic Action Potentials in Hippocampal CA1 Pyramidal Neurons , 1997, The Journal of Neuroscience.

[49]  C. Stevens,et al.  Voltage dependence of NMDA-activated macroscopic conductances predicted by single-channel kinetics , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[50]  B. Bunney,et al.  Repetitive firing properties of putative dopamine-containing neurons in vitro: regulation by an apamin-sensitive Ca2+-activated K+ conductance , 2004, Experimental Brain Research.

[51]  Astrid A Prinz,et al.  Predictions of phase-locking in excitatory hybrid networks: excitation does not promote phase-locking in pattern-generating networks as reliably as inhibition. , 2009, Journal of neurophysiology.

[52]  M. Bevan,et al.  Cellular Mechanisms Underlying Burst Firing in Substantia Nigra Dopamine Neurons , 2009, The Journal of Neuroscience.

[53]  N. Mercuri,et al.  Two cell types in rat substantia nigra zona compacta distinguished by membrane properties and the actions of dopamine and opioids , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[54]  P. Overton,et al.  Stimulation of the pedunculopontine tegmental nucleus in the rat produces burst firing in A9 dopaminergic neurons , 1999, Neuroscience.

[55]  S. Schiff,et al.  Interneuron and pyramidal cell interplay during in vitro seizure-like events. , 2006, Journal of neurophysiology.

[56]  Michele Migliore,et al.  Role of an A-Type K+ Conductance in the Back-Propagation of Action Potentials in the Dendrites of Hippocampal Pyramidal Neurons , 1999, Journal of Computational Neuroscience.

[57]  Wei Wei,et al.  Molecular and functional differences in voltage-activated sodium currents between GABA projection neurons and dopamine neurons in the substantia nigra. , 2011, Journal of neurophysiology.

[58]  Addolorata Marasco,et al.  On the mechanisms underlying the depolarization block in the spiking dynamics of CA1 pyramidal neurons , 2012, Journal of Computational Neuroscience.

[59]  W. Pan,et al.  Pedunculopontine Tegmental Nucleus Controls Conditioned Responses of Midbrain Dopamine Neurons in Behaving Rats , 2005, The Journal of Neuroscience.

[60]  S. Kapur,et al.  Does fast dissociation from the dopamine d(2) receptor explain the action of atypical antipsychotics?: A new hypothesis. , 2001, The American journal of psychiatry.

[61]  Anthony A Grace,et al.  Hippocampal dysregulation of dopamine system function and the pathophysiology of schizophrenia. , 2011, Trends in pharmacological sciences.