Backpropagation of Physiological Spike Trains in Neocortical Pyramidal Neurons: Implications for Temporal Coding in Dendrites

In vivo neocortical neurons fire apparently random trains of action potentials in response to sensory stimuli. Does this randomness represent a signal or noise around a mean firing rate? Here we use the timing of action potential trains recorded in vivo to explore the dendritic consequences of physiological patterns of action potential firing in neocortical pyramidal neuronsin vitro. We find that action potentials evoked by physiological patterns of firing backpropagate threefold to fourfold more effectively into the distal apical dendrites (>600 μm from the soma) than action potential trains reflecting their mean firing rate. This amplification of backpropagation was maximal during high-frequency components of physiological spike trains (80–300 Hz). The disparity between backpropagation during physiological and mean firing patterns was dramatically reduced by dendritic hyperpolarization. Consistent with this voltage dependence, dendritic depolarization amplified single action potentials by fourfold to sevenfold, with a spatial profile strikingly similar to the amplification of physiological spike trains. Local blockade of distal dendritic sodium channels substantially reduced amplification of physiological spike trains, but did not significantly alter action potential trains reflecting their mean firing rate. Dendritic electrogenesis during physiological spike trains was also reduced by the blockade of calcium channels. We conclude that amplification of backpropagating action potentials during physiological spike trains is mediated by frequency-dependent supralinear temporal summation, generated by the recruitment of distal dendritic sodium and calcium channels. Together these data indicate that the temporal nature of physiological patterns of action potential firing contains a signal that is transmitted effectively throughout the dendritic tree.

[1]  P. Schwindt,et al.  Multiple potassium conductances and their functions in neurons from cat sensorimotor cortex in vitro. , 1988, Journal of neurophysiology.

[2]  T. Bliss,et al.  A synaptic model of memory: long-term potentiation in the hippocampus , 1993, Nature.

[3]  M. Tovée,et al.  Information encoding and the responses of single neurons in the primate temporal visual cortex. , 1993, Journal of neurophysiology.

[4]  B. Connors,et al.  Apical dendrites of the neocortex: correlation between sodium- and calcium-dependent spiking and pyramidal cell morphology , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[5]  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.

[6]  Michael N. Shadlen,et al.  Noise, neural codes and cortical organization , 1994, Current Opinion in Neurobiology.

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

[8]  B. Sakmann,et al.  Amplification of EPSPs by axosomatic sodium channels in neocortical pyramidal neurons , 1995, Neuron.

[9]  W. N. Ross,et al.  Frequency-dependent propagation of sodium action potentials in dendrites of hippocampal CA1 pyramidal neurons. , 1995, Journal of neurophysiology.

[10]  William R. Softky,et al.  Simple codes versus efficient codes , 1995, Current Opinion in Neurobiology.

[11]  N. Spruston,et al.  Activity-dependent action potential invasion and calcium influx into hippocampal CA1 dendrites. , 1995, Science.

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

[13]  William R. Softky,et al.  Comparison of discharge variability in vitro and in vivo in cat visual cortex neurons. , 1996, Journal of neurophysiology.

[14]  D. Johnston,et al.  Active properties of neuronal dendrites. , 1996, Annual review of neuroscience.

[15]  D H Hubel,et al.  Visual responses in V1 of freely viewing monkeys. , 1996, Cold Spring Harbor symposia on quantitative biology.

[16]  M. Gutnick,et al.  Slow inactivation of Na+ current and slow cumulative spike adaptation in mouse and guinea‐pig neocortical neurones in slices. , 1996, The Journal of physiology.

[17]  W. Singer,et al.  Integrator or coincidence detector? The role of the cortical neuron revisited , 1996, Trends in Neurosciences.

[18]  N. Spruston,et al.  Prolonged Sodium Channel Inactivation Contributes to Dendritic Action Potential Attenuation in Hippocampal Pyramidal Neurons , 1997, The Journal of Neuroscience.

[19]  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.

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

[21]  N. Spruston,et al.  Action potential initiation and backpropagation in neurons of the mammalian CNS , 1997, Trends in Neurosciences.

[22]  B. Sakmann,et al.  Action potential initiation and propagation in rat neocortical pyramidal neurons , 1997, The Journal of physiology.

[23]  D. Johnston,et al.  A Synaptically Controlled, Associative Signal for Hebbian Plasticity in Hippocampal Neurons , 1997, Science.

[24]  J. Lisman Bursts as a unit of neural information: making unreliable synapses reliable , 1997, Trends in Neurosciences.

[25]  B. Sakmann,et al.  Calcium action potentials restricted to distal apical dendrites of rat neocortical pyramidal neurons , 1997, The Journal of physiology.

[26]  G. Buzsáki,et al.  Somadendritic backpropagation of action potentials in cortical pyramidal cells of the awake rat. , 1998, Journal of neurophysiology.

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

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

[29]  Arnd Roth,et al.  Action potential backpropagation depends on dendritic geometry , 1998 .

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

[31]  B. Sakmann,et al.  A new cellular mechanism for coupling inputs arriving at different cortical layers , 1999, Nature.

[32]  Stephen R. Williams,et al.  Mechanisms and consequences of action potential burst firing in rat neocortical pyramidal neurons , 1999, The Journal of physiology.

[33]  D. Tank,et al.  In vivo dendritic calcium dynamics in deep-layer cortical pyramidal neurons , 1999, Nature Neuroscience.

[34]  B. Sakmann,et al.  Calcium electrogenesis in distal apical dendrites of layer 5 pyramidal cells at a critical frequency of back-propagating action potentials. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[35]  G. Stuart,et al.  Action Potential Backpropagation and Somato-dendritic Distribution of Ion Channels in Thalamocortical Neurons , 2000, The Journal of Neuroscience.

[36]  H. Robinson,et al.  Postsynaptic Variability of Firing in Rat Cortical Neurons: The Roles of Input Synchronization and Synaptic NMDA Receptor Conductance , 2000, The Journal of Neuroscience.