Spike Phase Locking in CA1 Pyramidal Neurons Depends on Background Conductance and Firing Rate

Oscillatory activity in neuronal networks correlates with different behavioral states throughout the nervous system, and the frequency–response characteristics of individual neurons are believed to be critical for network oscillations. Recent in vivo studies suggest that neurons experience periods of high membrane conductance, and that action potentials are often driven by membrane potential fluctuations in the living animal. To investigate the frequency–response characteristics of CA1 pyramidal neurons in the presence of high conductance and voltage fluctuations, we performed dynamic-clamp experiments in rat hippocampal brain slices. We drove neurons with noisy stimuli that included a sinusoidal component ranging, in different trials, from 0.1 to 500 Hz. In subsequent data analysis, we determined action potential phase-locking profiles with respect to background conductance, average firing rate, and frequency of the sinusoidal component. We found that background conductance and firing rate qualitatively change the phase-locking profiles of CA1 pyramidal neurons versus frequency. In particular, higher average spiking rates promoted bandpass profiles, and the high-conductance state promoted phase-locking at frequencies well above what would be predicted from changes in the membrane time constant. Mechanistically, spike rate adaptation and frequency resonance in the spike-generating mechanism are implicated in shaping the different phase-locking profiles. Our results demonstrate that CA1 pyramidal cells can actively change their synchronization properties in response to global changes in activity associated with different behavioral states.

[1]  D. McCormick,et al.  Properties of a hyperpolarization‐activated cation current and its role in rhythmic oscillation in thalamic relay neurones. , 1990, The Journal of physiology.

[2]  S G Lisberger,et al.  Cellular processing of temporal information in medial vestibular nucleus neurons , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[3]  Dirk Isbrandt,et al.  Conditional transgenic suppression of M channels in mouse brain reveals functions in neuronal excitability, resonance and behavior , 2005, Nature Neuroscience.

[4]  D. Hansel,et al.  How Spike Generation Mechanisms Determine the Neuronal Response to Fluctuating Inputs , 2003, The Journal of Neuroscience.

[5]  A. Destexhe,et al.  The high-conductance state of neocortical neurons in vivo , 2003, Nature Reviews Neuroscience.

[6]  John A. White,et al.  Contributions of Ih to feature selectivity in layer II stellate cells of the entorhinal cortex , 2007, Journal of Computational Neuroscience.

[7]  Alain Destexhe,et al.  Neuronal Computations with Stochastic Network States , 2006, Science.

[8]  J. O’Keefe Place units in the hippocampus of the freely moving rat , 1976, Experimental Neurology.

[9]  R. Llinás,et al.  Subthreshold Na+-dependent theta-like rhythmicity in stellate cells of entorhinal cortex layer II , 1989, Nature.

[10]  Fred Wolf,et al.  Spike onset dynamics and response speed in neuronal populations. , 2011, Physical review letters.

[11]  John A White,et al.  Membrane Voltage Fluctuations Reduce Spike Frequency Adaptation and Preserve Output Gain in CA1 Pyramidal Neurons in a High-Conductance State , 2011, The Journal of Neuroscience.

[12]  B. S. Brown,et al.  Reduction of spike frequency adaptation and blockade of M‐current in rat CA1 pyramidal neurones by linopirdine (DuP 996), a neurotransmitter release enhancer , 1995, British journal of pharmacology.

[13]  Nicolas Brunel,et al.  Firing-rate resonance in a generalized integrate-and-fire neuron with subthreshold resonance. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[14]  R. Llinás,et al.  In vitro neurons in mammalian cortical layer 4 exhibit intrinsic oscillatory activity in the 10- to 50-Hz frequency range. , 1991, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Szabolcs Káli,et al.  Differences in subthreshold resonance of hippocampal pyramidal cells and interneurons: the role of h-current and passive membrane characteristics , 2010, The Journal of physiology.

[16]  A. Destexhe,et al.  Impact of network activity on the integrative properties of neocortical pyramidal neurons in vivo. , 1999, Journal of neurophysiology.

[17]  Stefano Fusi,et al.  The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro. , 2008, Cerebral cortex.

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

[19]  Y. Dan,et al.  Spike Timing-Dependent Plasticity of Neural Circuits , 2004, Neuron.

[20]  D. McCormick,et al.  Sleep and arousal: thalamocortical mechanisms. , 1997, Annual review of neuroscience.

[21]  F. G. Pike,et al.  Distinct frequency preferences of different types of rat hippocampal neurones in response to oscillatory input currents , 2000, The Journal of physiology.

[22]  G. Ermentrout,et al.  Phase-response curves give the responses of neurons to transient inputs. , 2005, Journal of neurophysiology.

[23]  M. Steriade Grouping of brain rhythms in corticothalamic systems , 2006, Neuroscience.

[24]  Heng Tao Shen,et al.  Principal Component Analysis , 2009, Encyclopedia of Biometrics.

[25]  J. Movshon,et al.  Spike train encoding by regular-spiking cells of the visual cortex. , 1996, Journal of neurophysiology.

[26]  Johan F. Storm,et al.  Pka mediates the effects of monoamine transmitters on the K+ current underlying the slow spike frequency adaptation in hippocampal neurons , 1993, Neuron.

[27]  C. Petersen,et al.  Membrane Potential Dynamics of GABAergic Neurons in the Barrel Cortex of Behaving Mice , 2010, Neuron.

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

[29]  György Buzsáki,et al.  Gamma frequency oscillation in the hippocampus of the rat: intracellular analysis in vivo , 1998, The European journal of neuroscience.

[30]  Rishikesh Narayanan,et al.  Long-Term Potentiation in Rat Hippocampal Neurons Is Accompanied by Spatially Widespread Changes in Intrinsic Oscillatory Dynamics and Excitability , 2007, Neuron.

[31]  Stéphanie Ratté,et al.  Nonlinear Interaction between Shunting and Adaptation Controls a Switch between Integration and Coincidence Detection in Pyramidal Neurons , 2006, The Journal of Neuroscience.

[32]  T. Tateno Noise-induced effects on period-doubling bifurcation for integrate-and-fire oscillators. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[33]  Michael Brecht,et al.  Intracellular Determinants of Hippocampal CA1 Place and Silent Cell Activity in a Novel Environment , 2011, Neuron.

[34]  Rajesh P. N. Rao,et al.  Frequency dependence of spike timing reliability in cortical pyramidal cells and interneurons. , 2001, Journal of neurophysiology.

[35]  W. Wildman,et al.  Theoretical Neuroscience , 2014 .

[36]  David Vere-Jones,et al.  Point Processes , 2011, International Encyclopedia of Statistical Science.

[37]  Y. Dan,et al.  Spike timing-dependent plasticity: a Hebbian learning rule. , 2008, Annual review of neuroscience.

[38]  P. Somogyi,et al.  Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo , 2003, Nature.

[39]  N. Brunel,et al.  From subthreshold to firing-rate resonance. , 2003, Journal of neurophysiology.

[40]  M. Higgs,et al.  Conditional Bursting Enhances Resonant Firing in Neocortical Layer 2–3 Pyramidal Neurons , 2009, The Journal of Neuroscience.

[41]  L. S. Leung,et al.  Theta-frequency resonance in hippocampal CA1 neurons in vitro demonstrated by sinusoidal current injection. , 1998, Journal of neurophysiology.

[42]  G. Buzsáki Theta Oscillations in the Hippocampus , 2002, Neuron.

[43]  R. Nicoll,et al.  Control of the repetitive discharge of rat CA 1 pyramidal neurones in vitro. , 1984, The Journal of physiology.

[44]  A. Destexhe,et al.  Impact of spontaneous synaptic activity on the resting properties of cat neocortical pyramidal neurons In vivo. , 1998, Journal of neurophysiology.

[45]  Nancy Kopell,et al.  Synchronization of Strongly Coupled Excitatory Neurons: Relating Network Behavior to Biophysics , 2003, Journal of Computational Neuroscience.

[46]  William R. Softky,et al.  The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[47]  W. Singer,et al.  Dynamic predictions: Oscillations and synchrony in top–down processing , 2001, Nature Reviews Neuroscience.

[48]  Andreas V. M. Herz,et al.  A Universal Model for Spike-Frequency Adaptation , 2003, Neural Computation.

[49]  Michael Okun,et al.  Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activities , 2008, Nature Neuroscience.

[50]  John A. White,et al.  Spike Resonance Properties in Hippocampal O-LM Cells Are Dependent on Refractory Dynamics , 2012, The Journal of Neuroscience.

[51]  David J. Christini,et al.  Real-time Experiment Interface for biological control applications , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[52]  D. Tank,et al.  Intracellular dynamics of hippocampal place cells during virtual navigation , 2009, Nature.

[53]  W. Frankel,et al.  A Spontaneous Mutation Involving Kcnq2 (Kv7.2) Reduces M-Current Density and Spike Frequency Adaptation in Mouse CA1 Neurons , 2006, The Journal of Neuroscience.

[54]  J. Storm,et al.  Two forms of electrical resonance at theta frequencies, generated by M‐current, h‐current and persistent Na+ current in rat hippocampal pyramidal cells , 2002, The Journal of physiology.

[55]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[56]  R. Miura,et al.  Models of subthreshold membrane resonance in neocortical neurons. , 1996, Journal of neurophysiology.

[57]  M. Scanziani,et al.  Instantaneous Modulation of Gamma Oscillation Frequency by Balancing Excitation with Inhibition , 2009, Neuron.

[58]  G. Buzsáki,et al.  Action potential threshold of hippocampal pyramidal cells in vivo is increased by recent spiking activity , 2001, Neuroscience.

[59]  John A White,et al.  Artificial Synaptic Conductances Reduce Subthreshold Oscillations and Periodic Firing in Stellate Cells of the Entorhinal Cortex , 2008, The Journal of Neuroscience.

[60]  Boris S. Gutkin,et al.  Spike-Timing Dependent Plasticity and Feed-Forward Input Oscillations Produce Precise and Invariant Spike Phase-Locking , 2011, Front. Comput. Neurosci..

[61]  T. Sejnowski,et al.  Pyramidal neurons switch from integrators in vitro to resonators under in vivo-like conditions. , 2008, Journal of neurophysiology.

[62]  J. Brumberg,et al.  Cortical pyramidal cells as non-linear oscillators: Experiment and spike-generation theory , 2007, Brain Research.