Postsynaptic Variability of Firing in Rat Cortical Neurons: The Roles of Input Synchronization and Synaptic NMDA Receptor Conductance

Neurons in the functioning cortex fire erratically, with highly variable intervals between spikes. How much irregularity comes from the process of postsynaptic integration and how much from fluctuations in synaptic input? We have addressed these questions by recording the firing of neurons in slices of rat visual cortex in which synaptic receptors are blocked pharmacologically, while injecting controlled trains of unitary conductance transients, to electrically mimic natural synaptic input. Stimulation with a Poisson train of fast excitatory (AMPA-type) conductance transients, to simulate independent inputs, produced much less variability than encountered in vivo. Addition of NMDA-type conductance to each unitary event regularized the firing but lowered the precision and reliability of spikes in repeated responses. Independent Poisson trains of GABA-type conductance transients (reversing at the resting potential), which simulated independent activity in a population of presynaptic inhibitory neurons, failed to increase timing variability substantially but increased the precision of responses. However, introduction of synchrony, or correlations, in the excitatory input, according to a nonstationary Poisson model, dramatically raised timing variability to in vivo levels. The NMDA phase of compound AMPA–NMDA events conferred a time-dependent postsynaptic variability, whereby the reliability and precision of spikes degraded rapidly over the 100 msec after the start of a synchronous input burst. We conclude that postsynaptic mechanisms add significant variability to cortical responses but that substantial synchrony of inputs is necessary to explain in vivovariability. We suggest that NMDA receptors help to implement a switch from precise firing to random firing during responses to concerted inputs.

[1]  William Bialek,et al.  Spikes: Exploring the Neural Code , 1996 .

[2]  Shaul Hestrin,et al.  Different glutamate receptor channels mediate fast excitatory synaptic currents in inhibitory and excitatory cortical neurons , 1993, Neuron.

[3]  B. Sakmann,et al.  Fast and slow components of unitary EPSCs on stellate cells elicited by focal stimulation in slices of rat visual cortex. , 1992, The Journal of physiology.

[4]  K. Aihara,et al.  12. Chaotic oscillations and bifurcations in squid giant axons , 1986 .

[5]  B. Sakmann,et al.  Patch-Pipette Recordings from the Soma, Dendrites, and Axon of Neurons in Brain Slices , 1995 .

[6]  B. Richmond,et al.  Coding strategies in monkey V1 and inferior temporal cortices. , 1998, Journal of neurophysiology.

[7]  Paul Antoine Salin,et al.  Spontaneous GABAA receptor-mediated inhibitory currents in adult rat somatosensory cortex. , 1996, Journal of neurophysiology.

[8]  H. Robinson,et al.  The mechanisms of generation and propagation of synchronized bursting in developing networks of cortical neurons , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[9]  D. McCormick,et al.  Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex. , 1985, Journal of neurophysiology.

[10]  T. Albright,et al.  Efficient Discrimination of Temporal Patterns by Motion-Sensitive Neurons in Primate Visual Cortex , 1998, Neuron.

[11]  B Sakmann,et al.  Quantal analysis of inhibitory synaptic transmission in the dentate gyrus of rat hippocampal slices: a patch‐clamp study. , 1990, The Journal of physiology.

[12]  T. Sejnowski,et al.  Reliability of spike timing in neocortical neurons. , 1995, Science.

[13]  J Overbaugh,et al.  Lymphokines modulate the growth and survival of thymic tumor cells containing a novel feline leukemia virus/Notch2 variant. , 1999, Veterinary immunology and immunopathology.

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

[15]  A.,et al.  Spontaneous GABA * Receptor-Mediated Inhibitory Currents in Adult Rat Somatosensory Cortex , 2002 .

[16]  Robert A. Pearce,et al.  Physiological evidence for two distinct GABAA responses in rat hippocampus , 1993, Neuron.

[17]  G. Westbrook,et al.  Channel kinetics determine the time course of NMDA receptor-mediated synaptic currents , 1990, Nature.

[18]  H. Robinson,et al.  Determining the activation time course of synaptic AMPA receptors from openings of colocalized NMDA receptors. , 1999, Biophysical journal.

[19]  A. Grinvald,et al.  Linking spontaneous activity of single cortical neurons and the underlying functional architecture. , 1999, Science.

[20]  A Kawana,et al.  Properties of the Evoked Spatio-Temporal Electrical Activity in Neuronal Assemblies , 1999, Reviews in the neurosciences.

[21]  J. Movshon,et al.  The statistical reliability of signals in single neurons in cat and monkey visual cortex , 1983, Vision Research.

[22]  Christof Koch,et al.  Temporal Precision of Spike Trains in Extrastriate Cortex of the Behaving Macaque Monkey , 1999, Neural Computation.

[23]  J. White,et al.  Channel noise in neurons , 2000, Trends in Neurosciences.

[24]  K. H. Britten,et al.  Responses of neurons in macaque MT to stochastic motion signals , 1993, Visual Neuroscience.

[25]  R. Fesce,et al.  Synaptic current at the rat ganglionic synapse and its interactions with the neuronal voltage-dependent currents. , 1998, Journal of neurophysiology.

[26]  L. Nowak,et al.  The role of divalent cations in the N‐methyl‐D‐aspartate responses of mouse central neurones in culture. , 1988, The Journal of physiology.

[27]  Vivien A. Casagrande,et al.  Biophysics of Computation: Information Processing in Single Neurons , 1999 .

[28]  C. Blakemore,et al.  EPSPs in rat neocortical pyramidal neurones in vitro are prolonged by NMDA receptor-mediated currents , 1992, Neuroscience Letters.

[29]  W. Precht The synaptic organization of the brain G.M. Shepherd, Oxford University Press (1975). 364 pp., £3.80 (paperback) , 1976, Neuroscience.

[30]  Ra Silver,et al.  Filtering of the synaptic current estimated from the timecourse from NMDA channel opening. , 1995 .

[31]  B. Sakmann,et al.  Active propagation of somatic action potentials into neocortical pyramidal cell dendrites , 1994, Nature.

[32]  W. Newsome,et al.  The Variable Discharge of Cortical Neurons: Implications for Connectivity, Computation, and Information Coding , 1998, The Journal of Neuroscience.

[33]  G. J. Tomko,et al.  Neuronal variability: non-stationary responses to identical visual stimuli. , 1974, Brain research.

[34]  L. Nowak,et al.  Magnesium gates glutamate-activated channels in mouse central neurones , 1984, Nature.

[35]  W. Lytton,et al.  GABAA-mediated IPSCs in piriform cortex have fast and slow components with different properties and locations on pyramidal cells. , 1997, Journal of neurophysiology.

[36]  Moshe Abeles,et al.  Corticonics: Neural Circuits of Cerebral Cortex , 1991 .

[37]  M. Häusser,et al.  Tonic Synaptic Inhibition Modulates Neuronal Output Pattern and Spatiotemporal Synaptic Integration , 1997, Neuron.

[38]  R. Morris Foundations of cellular neurophysiology , 1996 .

[39]  W. N. Ross,et al.  Synaptically activated increases in Ca2+ concentration in hippocampal CA1 pyramidal cells are primarily due to voltage-gated Ca2+ channels , 1992, Neuron.

[40]  D. Ferster,et al.  Synchronous Membrane Potential Fluctuations in Neurons of the Cat Visual Cortex , 1999, Neuron.

[41]  C. Stevens,et al.  NMDA and non-NMDA receptors are co-localized at individual excitatory synapses in cultured rat hippocampus , 1989, Nature.

[42]  L. Benardo,et al.  Restrictions on inhibitory circuits contribute to limited recruitment of fast inhibition in rat neocortical pyramidal cells. , 1999, Journal of neurophysiology.

[43]  U. Fano Ionization Yield of Radiations. II. The Fluctuations of the Number of Ions , 1947 .

[44]  K. Stratford,et al.  Synaptic transmission between individual pyramidal neurons of the rat visual cortex in vitro , 1991, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[45]  J M Bower,et al.  Synaptic Control of Spiking in Cerebellar Purkinje Cells: Dynamic Current Clamp Based on Model Conductances , 1999, The Journal of Neuroscience.

[46]  R. Silver,et al.  Rapid-time-course miniature and evoked excitatory currents at cerebellar synapses in situ , 1992, Nature.

[47]  A. Grinvald,et al.  Dynamics of Ongoing Activity: Explanation of the Large Variability in Evoked Cortical Responses , 1996, Science.

[48]  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.

[49]  C. Stevens,et al.  Input synchrony and the irregular firing of cortical neurons , 1998, Nature Neuroscience.

[50]  M. Mayer,et al.  Voltage-dependent block by Mg2+ of NMDA responses in spinal cord neurones , 1984, Nature.

[51]  C. Gray,et al.  Cellular Mechanisms Contributing to Response Variability of Cortical Neurons In Vivo , 1999, The Journal of Neuroscience.

[52]  Maria V. Sanchez-Vives,et al.  Influence of low and high frequency inputs on spike timing in visual cortical neurons. , 1997, Cerebral cortex.

[53]  Hugh P. C. Robinson Kinetics of synaptic conductances in mammalian central neurons , 1991 .

[54]  H. Robinson,et al.  Injection of digitally synthesized synaptic conductance transients to measure the integrative properties of neurons , 1993, Journal of Neuroscience Methods.

[55]  M. Häusser,et al.  Estimating the Time Course of the Excitatory Synaptic Conductance in Neocortical Pyramidal Cells Using a Novel Voltage Jump Method , 1997, The Journal of Neuroscience.

[56]  CE Jahr,et al.  A quantitative description of NMDA receptor-channel kinetic behavior , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[57]  Robert G. Turcott,et al.  Temporal correlation in cat striate-cortex neural spike trains , 1996 .

[58]  H. Robinson,et al.  Nonstationary fluctuation analysis and direct resolution of single channel currents at postsynaptic sites. , 1991, Biophysical journal.

[59]  A. C. Webb,et al.  The spontaneous activity of neurones in the cat’s cerebral cortex , 1976, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[60]  R. Nicoll,et al.  Mechanisms generating the time course of dual component excitatory synaptic currents recorded in hippocampal slices , 1990, Neuron.

[61]  B J Richmond,et al.  Stochastic nature of precisely timed spike patterns in visual system neuronal responses. , 1999, Journal of neurophysiology.