Long-term potentiation expands information content of hippocampal dentate gyrus synapses

Significance Understanding plasticity processes in the hippocampus is critical to our understanding of the biological underpinnings of memory. By applying information theory to quantify information content at synapses, we demonstrate that induction of long-term potentiation (LTP) increases the storage capacity of synapses in hippocampal dentate gyrus. Nevertheless, even after LTP, the information storage capacity of dentate synapses was much lower than in a different part of the hippocampus, area CA1. This work lays a foundation for future studies elucidating the time course for increased information storage content as well as the basis for interregion variability in information storage capacity. An approach combining signal detection theory and precise 3D reconstructions from serial section electron microscopy (3DEM) was used to investigate synaptic plasticity and information storage capacity at medial perforant path synapses in adult hippocampal dentate gyrus in vivo. Induction of long-term potentiation (LTP) markedly increased the frequencies of both small and large spines measured 30 minutes later. This bidirectional expansion resulted in heterosynaptic counterbalancing of total synaptic area per unit length of granule cell dendrite. Control hemispheres exhibited 6.5 distinct spine sizes for 2.7 bits of storage capacity while LTP resulted in 12.9 distinct spine sizes (3.7 bits). In contrast, control hippocampal CA1 synapses exhibited 4.7 bits with much greater synaptic precision than either control or potentiated dentate gyrus synapses. Thus, synaptic plasticity altered total capacity, yet hippocampal subregions differed dramatically in their synaptic information storage capacity, reflecting their diverse functions and activation histories.

[1]  Rommie E. Amaro,et al.  An Open-Source Mesh Generation Platform for Biophysical Modeling Using Realistic Cellular Geometries , 2019, bioRxiv.

[2]  Kristen M. Harris,et al.  Quantal analysis and synaptic anatomy — integrating two views of hippocampal plasticity , 1993, Trends in Neurosciences.

[3]  Roland Krueppel,et al.  Dendritic Integration in Hippocampal Dentate Granule Cells , 2011, Neuron.

[4]  B. Trapp,et al.  Hippocampal Neurogenesis and Neural Circuit Formation in a Cuprizone-Induced Multiple Sclerosis Mouse Model , 2019, The Journal of Neuroscience.

[5]  G. Knott,et al.  Synapse formation in adult barrel cortex following naturalistic environmental enrichment , 2011, Neuroscience.

[6]  G. Buzsáki,et al.  Hippocampal CA1 pyramidal cells form functionally distinct sublayers , 2011, Nature Neuroscience.

[7]  János Brunner,et al.  Analogue modulation of back-propagating action potentials enables dendritic hybrid signalling , 2016, Nature Communications.

[8]  Jason S. Snyder,et al.  Effects of adult neurogenesis on synaptic plasticity in the rat dentate gyrus. , 2001, Journal of neurophysiology.

[9]  E. Kandel,et al.  Ablation of hippocampal neurogenesis impairs contextual fear conditioning and synaptic plasticity in the dentate gyrus , 2006, Proceedings of the National Academy of Sciences.

[10]  K. Harris,et al.  Large-volume reconstruction of brain tissue from high-resolution serial section images acquired by SEM-based scanning transmission electron microscopy. , 2013, Methods in molecular biology.

[11]  Christoph Schmidt-Hieber,et al.  Subthreshold Dendritic Signal Processing and Coincidence Detection in Dentate Gyrus Granule Cells , 2007, The Journal of Neuroscience.

[12]  Kristen M Harris,et al.  Coordination of size and number of excitatory and inhibitory synapses results in a balanced structural plasticity along mature hippocampal CA1 dendrites during LTP , 2011, Hippocampus.

[13]  G. Lynch,et al.  Integrin Dynamics Produce a Delayed Stage of Long-Term Potentiation and Memory Consolidation , 2012, The Journal of Neuroscience.

[14]  Johannes E. Schindelin,et al.  TrakEM2 Software for Neural Circuit Reconstruction , 2012, PloS one.

[15]  Willie F. Tobin,et al.  Rapid formation and selective stabilization of synapses for enduring motor memories , 2009, Nature.

[16]  William R. Gray Roncal,et al.  Saturated Reconstruction of a Volume of Neocortex , 2015, Cell.

[17]  Tobias Bonhoeffer,et al.  Balance and Stability of Synaptic Structures during Synaptic Plasticity , 2014, Neuron.

[18]  J C Fiala,et al.  Reconstruct: a free editor for serial section microscopy , 2005, Journal of microscopy.

[19]  K. Harris,et al.  Augmenting saturated LTP by broadly spaced episodes of theta-burst stimulation in hippocampal area CA1 of adult rats and mice. , 2014, Journal of neurophysiology.

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

[21]  K M Harris,et al.  Occurrence and three-dimensional structure of multiple synapses between individual radiatum axons and their target pyramidal cells in hippocampal area CA1 , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[22]  T. Schikorski,et al.  Quantitative Ultrastructural Analysis of Hippocampal Excitatory Synapses Materials and Methods Terminology Fixation and Embedding , 2022 .

[23]  E. Reynolds THE USE OF LEAD CITRATE AT HIGH pH AS AN ELECTRON-OPAQUE STAIN IN ELECTRON MICROSCOPY , 1963, The Journal of cell biology.

[24]  T. Schikorski,et al.  Inactivity Produces Increases in Neurotransmitter Release and Synapse Size , 2001, Neuron.

[25]  Lubica Benusková,et al.  A Voltage-Based STDP Rule Combined with Fast BCM-Like Metaplasticity Accounts for LTP and Concurrent “Heterosynaptic” LTD in the Dentate Gyrus In Vivo , 2015, PLoS Comput. Biol..

[26]  G. Knott,et al.  PSD-95 promotes synaptogenesis and multiinnervated spine formation through nitric oxide signaling , 2008, The Journal of cell biology.

[27]  T. Bonhoeffer,et al.  Balance and stability of synaptic structures during synaptic plasticity. , 2014, Neuron.

[28]  J. Bourne,et al.  Mitochondrial support of persistent presynaptic vesicle mobilization with age-dependent synaptic growth after LTP , 2016, eLife.

[29]  A. Cardona,et al.  Elastic volume reconstruction from series of ultra-thin microscopy sections , 2012, Nature Methods.

[30]  T. Sejnowski,et al.  Nanoconnectomic upper bound on the variability of synaptic plasticity , 2015, eLife.

[31]  B. McNaughton,et al.  Sparse, environmentally selective expression of Arc RNA in the upper blade of the rodent fascia dentata by brief spatial experience , 2005, Hippocampus.

[32]  J. Bourne,et al.  Uniform Serial Sectioning for Transmission Electron Microscopy , 2006, The Journal of Neuroscience.

[33]  G. Buzsáki,et al.  The log-dynamic brain: how skewed distributions affect network operations , 2014, Nature Reviews Neuroscience.

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

[35]  J. Bourne,et al.  Dynamics of nascent and active zone ultrastructure as synapses enlarge during long‐term potentiation in mature hippocampus , 2014, The Journal of comparative neurology.

[36]  KM Harris,et al.  Dendritic spines of CA 1 pyramidal cells in the rat hippocampus: serial electron microscopy with reference to their biophysical characteristics , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[37]  W. Abraham,et al.  "Heterosynaptic" LTD in the dentate gyrus of anesthetized rat requires homosynaptic activity. , 2007, Journal of neurophysiology.

[38]  Terrence J. Sejnowski,et al.  VolRoverN: Enhancing Surface and Volumetric Reconstruction for Realistic Dynamical Simulation of Cellular and Subcellular Function , 2013, Neuroinformatics.

[39]  Gavin Rumbaugh,et al.  Synaptic evidence for the efficacy of spaced learning , 2012, Proceedings of the National Academy of Sciences.

[40]  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.

[41]  Alcino J. Silva,et al.  Synaptic clustering within dendrites: An emerging theory of memory formation , 2015, Progress in Neurobiology.

[42]  John Lisman,et al.  Glutamatergic synapses are structurally and biochemically complex because of multiple plasticity processes: long-term potentiation, long-term depression, short-term potentiation and scaling , 2017, Philosophical Transactions of the Royal Society B: Biological Sciences.

[43]  J. A. Dani,et al.  Dopamine D1 and D5 Receptors Modulate Spike Timing-Dependent Plasticity at Medial Perforant Path to Dentate Granule Cell Synapses , 2014, The Journal of Neuroscience.

[44]  J. Fiala,et al.  Cylindrical diameters method for calibrating section thickness in serial electron microscopy , 2001, Journal of microscopy.

[45]  A. F. Schinder,et al.  Adult neurogenesis and the plasticity of the dentate gyrus network , 2011, The European journal of neuroscience.

[46]  M. Kreutz,et al.  Plasticity of intrinsic excitability in mature granule cells of the dentate gyrus , 2016, Scientific Reports.

[47]  W B Levy,et al.  Spatial overlap between populations of synapses determines the extent of their associative interaction during the induction of long-term potentiation and depression. , 1990, Journal of neurophysiology.

[48]  F. Engert,et al.  Dendritic spine changes associated with hippocampal long-term synaptic plasticity , 1999, Nature.

[49]  Johannes E. Schindelin,et al.  Fiji: an open-source platform for biological-image analysis , 2012, Nature Methods.

[50]  K M Harris,et al.  Three‐dimensional analysis of the structure and composition of CA3 branched dendritic spines and their synaptic relationships with mossy fiber boutons in the rat hippocampus , 1992, The Journal of comparative neurology.

[51]  H. Kida,et al.  Temporal dynamics of learning-promoted synaptic diversity in CA1 pyramidal neurons , 2019, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[52]  Joshua P. Neunuebel,et al.  Spatial Firing Correlates of Physiologically Distinct Cell Types of the Rat Dentate Gyrus , 2012, The Journal of Neuroscience.

[53]  J. Bourne,et al.  Presynaptic Ultrastructural Plasticity Along CA3→CA1 Axons During Long‐Term Potentiation in Mature Hippocampus , 2013, The Journal of comparative neurology.

[54]  G. Bi,et al.  Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type , 1998, The Journal of Neuroscience.

[55]  Jared B. Bowden,et al.  Differential effects of strain, circadian cycle, and stimulation pattern on LTP and concurrent LTD in the dentate gyrus of freely moving rats , 2012, Hippocampus.

[56]  Kristen M. Harris,et al.  Synthesis of Research: Extending Unbiased Stereology of Brain Ultrastructure to Three-dimensional Volumes , 2001, J. Am. Medical Informatics Assoc..

[57]  J. Fiala,et al.  Timing of neuronal and glial ultrastructure disruption during brain slice preparation and recovery in vitro , 2003, The Journal of comparative neurology.

[58]  D. M. Green,et al.  Signal detection theory and psychophysics , 1966 .

[59]  T. Branco,et al.  Local Dendritic Activity Sets Release Probability at Hippocampal Synapses , 2008, Neuron.