Differential signaling via the same axon of neocortical pyramidal neurons.

The nature of information stemming from a single neuron and conveyed simultaneously to several hundred target neurons is not known. Triple and quadruple neuron recordings revealed that each synaptic connection established by neocortical pyramidal neurons is potentially unique. Specifically, synaptic connections onto the same morphological class differed in the numbers and dendritic locations of synaptic contacts, their absolute synaptic strengths, as well as their rates of synaptic depression and recovery from depression. The same axon of a pyramidal neuron innervating another pyramidal neuron and an interneuron mediated frequency-dependent depression and facilitation, respectively, during high frequency discharges of presynaptic action potentials, suggesting that the different natures of the target neurons underlie qualitative differences in synaptic properties. Facilitating-type synaptic connections established by three pyramidal neurons of the same class onto a single interneuron, were all qualitatively similar with a combination of facilitation and depression mechanisms. The time courses of facilitation and depression, however, differed for these convergent connections, suggesting that different pre-postsynaptic interactions underlie quantitative differences in synaptic properties. Mathematical analysis of the transfer functions of frequency-dependent synapses revealed supra-linear, linear, and sub-linear signaling regimes in which mixtures of presynaptic rates, integrals of rates, and derivatives of rates are transferred to targets depending on the precise values of the synaptic parameters and the history of presynaptic action potential activity. Heterogeneity of synaptic transfer functions therefore allows multiple synaptic representations of the same presynaptic action potential train and suggests that these synaptic representations are regulated in a complex manner. It is therefore proposed that differential signaling is a key mechanism in neocortical information processing, which can be regulated by selective synaptic modifications.

[1]  B. Katz,et al.  Quantal components of the end‐plate potential , 1954, The Journal of physiology.

[2]  R E Thies,et al.  NEUROMUSCULAR DEPRESSION AND THE APPARENT DEPLETION OF TRANSMITTER IN MAMMALIAN MUSCLE. , 1965, Journal of neurophysiology.

[3]  W. Betz,et al.  Depression of transmitter release at the neuromuscular junction of the frog , 1970, The Journal of physiology.

[4]  I. Parnas,et al.  Differential block at high frequency of branches of a single axon innervating two muscles. , 1972, Journal of neurophysiology.

[5]  K L Magleby,et al.  The effect of repetitive stimulation on facilitation of transmitter release at the frog neuromuscular junction , 1973, The Journal of physiology.

[6]  I. Parnas,et al.  Differential flow of information into branches of a single axon. , 1973, Brain research.

[7]  K L Magleby,et al.  Long term changes in augmentation, potentiation, and depression of transmitter release as a function of repeated synaptic activity at the frog neuromuscular junction. , 1976, The Journal of physiology.

[8]  K. Magleby,et al.  Augmentation and facilitation of transmitter release. A quantitative description at the frog neuromuscular junction , 1982, The Journal of general physiology.

[9]  H. Atwood,et al.  Short-term and long-term plasticity and physiological differentiation of crustacean motor synapses. , 1986, International review of neurobiology.

[10]  D. Faber,et al.  Applicability of the coefficient of variation method for analyzing synaptic plasticity. , 1991, Biophysical journal.

[11]  D. Gardner Presynaptic transmitter release is specified by postsynaptic neurons of Aplysia buccal ganglia. , 1991, Journal of neurophysiology.

[12]  G Laurent,et al.  Single local interneurons in the locust make central synapses with different properties of transmitter release on distinct postsynaptic neurons , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[13]  R. Malinow,et al.  The probability of transmitter release at a mammalian central synapse , 1993, Nature.

[14]  P. Katz,et al.  Facilitation and depression at different branches of the same motor axon: evidence for presynaptic differences in release , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[15]  G. Davis,et al.  A role for postsynaptic neurons in determining presynaptic release properties in the cricket CNS: evidence for retrograde control of facilitation , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[16]  J. Deuchars,et al.  Large, deep layer pyramid-pyramid single axon EPSPs in slices of rat motor cortex display paired pulse and frequency-dependent depression, mediated presynaptically and self-facilitation, mediated postsynaptically. , 1993, Journal of neurophysiology.

[17]  Christian Rosenmund,et al.  Nonuniform probability of glutamate release at a hippocampal synapse. , 1993, Science.

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

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

[20]  Jeffrey S. Diamond,et al.  Asynchronous release of synaptic vesicles determines the time course of the AMPA receptor-mediated EPSC , 1995, Neuron.

[21]  H. Atwood,et al.  Synaptic differentiation of a single motor neuron: conjoint definition of transmitter release, presynaptic calcium signals, and ultrastructure , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[22]  H. Markram,et al.  Redistribution of synaptic efficacy between neocortical pyramidal neurons , 1996, Nature.

[23]  G. Westbrook,et al.  The impact of receptor desensitization on fast synaptic transmission , 1996, Trends in Neurosciences.

[24]  Henry Markram,et al.  Plasticity of Neocortical Synapses Enables Transitions between Rate and Temporal Coding , 1996, ICANN.

[25]  L. Abbott,et al.  Synaptic Depression and Cortical Gain Control , 1997, Science.

[26]  H. Markram,et al.  The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[27]  N. Seidah,et al.  Regulation by gastric acid of the processing of progastrin‐derived peptides in rat antral mucosa , 1997, The Journal of physiology.

[28]  H. Markram,et al.  Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs , 1997, Science.

[29]  H. Markram A network of tufted layer 5 pyramidal neurons. , 1997, Cerebral cortex.

[30]  T. Sejnowski,et al.  Heterogeneous Release Properties of Visualized Individual Hippocampal Synapses , 1997, Neuron.

[31]  H. Markram,et al.  Physiology and anatomy of synaptic connections between thick tufted pyramidal neurones in the developing rat neocortex. , 1997, The Journal of physiology.

[32]  Henry Markram,et al.  The Information Content of Action Potential Trains - A Synaptic Basis , 1997, ICANN.

[33]  A. Thomson Activity‐dependent properties of synaptic transmission at two classes of connections made by rat neocortical pyramidal axons in vitro , 1997, The Journal of physiology.