Role of the Neurogranin Concentrated in Spines in the Induction of Long-Term Potentiation

Synaptic plasticity in CA1 hippocampal neurons depends on Ca2+ elevation and the resulting activation of calmodulin-dependent enzymes. Induction of long-term depression (LTD) depends on calcineurin, whereas long-term potentiation (LTP) depends on Ca2+/calmodulin-dependent protein kinase II (CaMKII). The concentration of calmodulin in neurons is considerably less than the total concentration of the apocalmodulin-binding proteins neurogranin and GAP-43, resulting in a low level of free calmodulin in the resting state. Neurogranin is highly concentrated in dendritic spines. To elucidate the role of neurogranin in synaptic plasticity, we constructed a computational model with emphasis on the interaction of calmodulin with neurogranin, calcineurin, and CaMKII. The model shows how the Ca2+ transients that occur during LTD or LTP induction affect calmodulin and how the resulting activation of calcineurin and CaMKII affects AMPA receptor-mediated transmission. In the model, knockout of neurogranin strongly diminishes the LTP induced by a single 100 Hz, 1 s tetanus and slightly enhances LTD, in accord with experimental data. Our simulations show that exchange of calmodulin between a spine and its parent dendrite is limited. Therefore, inducing LTP with a short tetanus requires calmodulin stored in spines in the form of rapidly dissociating calmodulin–neurogranin complexes.

[1]  Jun Noguchi,et al.  Spine-Neck Geometry Determines NMDA Receptor-Dependent Ca2+ Signaling in Dendrites , 2005, Neuron.

[2]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

[3]  J. Baudier,et al.  Purification and characterization of a brain-specific protein kinase C substrate, neurogranin (p17). Identification of a consensus amino acid sequence between neurogranin and neuromodulin (GAP43) that corresponds to the protein kinase C phosphorylation site and the calmodulin-binding domain. , 1991, The Journal of biological chemistry.

[4]  M. Sheng,et al.  Quaternary Structure, Protein Dynamics, and Synaptic Function of SAP97 Controlled by L27 Domain Interactions , 2004, Neuron.

[5]  U. Bhalla,et al.  Emergent properties of networks of biological signaling pathways. , 1999, Science.

[6]  M. Bear,et al.  LTP and LTD An Embarrassment of Riches , 2004, Neuron.

[7]  R. Nicoll,et al.  Postsynaptic Density-95 Mimics and Occludes Hippocampal Long-Term Potentiation and Enhances Long-Term Depression , 2003, The Journal of Neuroscience.

[8]  J. Lisman,et al.  A Model of Synaptic Memory A CaMKII/PP1 Switch that Potentiates Transmission by Organizing an AMPA Receptor Anchoring Assembly , 2001, Neuron.

[9]  Mikyoung Park,et al.  Recycling Endosomes Supply AMPA Receptors for LTP , 2004, Science.

[10]  J. Connor,et al.  Micromolar Ca2+ transients in dendritic spines of hippocampal pyramidal neurons in brain slice , 1995, Neuron.

[11]  R. Nicoll,et al.  Stargazin is an AMPA receptor auxiliary subunit. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Wade Morishita,et al.  Regulation of Synaptic Strength by Protein Phosphatase 1 , 2001, Neuron.

[13]  Christopher J. Coomber,et al.  Site-Selective Autophosphorylation of Ca2+/Calmodulin-Dependent Protein Kinase II as a Synaptic Encoding Mechanism , 1998, Neural Computation.

[14]  J. Lisman,et al.  Forskolin-induced LTP in the CA1 hippocampal region is NMDA receptor dependent. , 2004, Journal of neurophysiology.

[15]  F. Huang,et al.  Characterization of a 7.5-kDa protein kinase C substrate (RC3 protein, neurogranin) from rat brain. , 1993, Archives of biochemistry and biophysics.

[16]  Upinder S. Bhalla,et al.  Molecular Switches at the Synapse Emerge from Receptor and Kinase Traffic , 2005, PLoS Comput. Biol..

[17]  A. Zhabotinsky Bistability in the Ca(2+)/calmodulin-dependent protein kinase-phosphatase system. , 2000, Biophysical journal.

[18]  E. Kandel,et al.  Effects of cAMP simulate a late stage of LTP in hippocampal CA1 neurons. , 1993, Science.

[19]  K. Reymann,et al.  Antibodies to Postsynaptic PKC Substrate Neurogranin Prevent Long‐term Potentiation in Hippocampal CA1 Neurons , 1995, The European journal of neuroscience.

[20]  J. Slemmon,et al.  Neuromodulin (GAP-43) can regulate a calmodulin-dependent target in vitro. , 1994, Biochemistry.

[21]  Roberto Malinow,et al.  PKA phosphorylation of AMPA receptor subunits controls synaptic trafficking underlying plasticity , 2003, Nature Neuroscience.

[22]  E. Bienenstock,et al.  Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[23]  D. Gerendasy,et al.  RC3/neurogranin, a postsynaptic calpacitin for setting the response threshold to calcium influxes , 2007, Molecular Neurobiology.

[24]  Alison L. Barth,et al.  A developmental switch in the signaling cascades for LTP induction , 2003, Nature Neuroscience.

[25]  Bernardo L Sabatini,et al.  Neuronal Activity Regulates Diffusion Across the Neck of Dendritic Spines , 2005, Science.

[26]  A. Persechini,et al.  Localization of Unique Functional Determinants in the Calmodulin Lobes to Individual EF Hands* , 1996, The Journal of Biological Chemistry.

[27]  J. Hell,et al.  SAP97 concentrates at the postsynaptic density in cerebral cortex , 2000, The European journal of neuroscience.

[28]  R. Huganir,et al.  Synapse-Associated Protein-97 Isoform-Specific Regulation of Surface AMPA Receptors and Synaptic Function in Cultured Neurons , 2003, The Journal of Neuroscience.

[29]  Xiao-Jing Wang,et al.  The Stability of a Stochastic CaMKII Switch: Dependence on the Number of Enzyme Molecules and Protein Turnover , 2005, PLoS biology.

[30]  Gavin Rumbaugh,et al.  Phosphorylation of the AMPA Receptor GluR1 Subunit Is Required for Synaptic Plasticity and Retention of Spatial Memory , 2003, Cell.

[31]  James M. Bower,et al.  Transient Versus Asymptotic Dynamics of CaM Kinase II: Possible Roles of Phosphatase , 2001, Journal of Computational Neuroscience.

[32]  Dane M. Chetkovich,et al.  Stargazin regulates synaptic targeting of AMPA receptors by two distinct mechanisms , 2000, Nature.

[33]  L. Cooper,et al.  A biophysical model of bidirectional synaptic plasticity: Dependence on AMPA and NMDA receptors , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[34]  K. Reymann,et al.  Behavioral / Systems / Cognitive Neurogranin / RC 3 Enhances Long-Term Potentiation and Learning by Promoting Calcium-Mediated Signaling , 2004 .

[35]  D. Storm,et al.  Regulation of calmodulin binding to P-57. A neurospecific calmodulin binding protein. , 1987, The Journal of biological chemistry.

[36]  M. Ehlers,et al.  Dynamics and Regulation of Clathrin Coats at Specialized Endocytic Zones of Dendrites and Spines , 2002, Neuron.

[37]  Bert Sakmann,et al.  Conditional Restoration of Hippocampal Synaptic Potentiation in GluR-A-Deficient Mice , 2001, Science.

[38]  P. d'Alcantara,et al.  Bidirectional synaptic plasticity as a consequence of interdependent Ca2+‐controlled phosphorylation and dephosphorylation pathways , 2003, The European journal of neuroscience.

[39]  J. Mallet,et al.  Neurogranin is locally concentrated in rat cortical and hippocampal neurons , 1996, Brain Research.

[40]  R. Nicoll,et al.  Direct interactions between PSD-95 and stargazin control synaptic AMPA receptor number , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Thomas Krucker,et al.  Targeted Disruption of RC3 Reveals a Calmodulin-Based Mechanism for Regulating Metaplasticity in the Hippocampus , 2002, The Journal of Neuroscience.

[42]  R. Malinow,et al.  Postsynaptic Density 95 controls AMPA Receptor Incorporation during Long-Term Potentiation and Experience-Driven Synaptic Plasticity , 2004, The Journal of Neuroscience.

[43]  J. Hell,et al.  SAP97 Is Associated with the α-Amino-3-hydroxy-5-methylisoxazole-4-propionic Acid Receptor GluR1 Subunit* , 1998, The Journal of Biological Chemistry.

[44]  D. Storm,et al.  P-57 is a neural specific calmodulin-binding protein. , 1985, The Journal of biological chemistry.

[45]  R. Malenka,et al.  Involvement of a calcineurin/ inhibitor-1 phosphatase cascade in hippocampal long-term depression , 1994, Nature.

[46]  E. Kandel,et al.  Brief theta-burst stimulation induces a transcription-dependent late phase of LTP requiring cAMP in area CA1 of the mouse hippocampus. , 1997, Learning & memory.

[47]  S. Shenolikar,et al.  Gating of CaMKII by cAMP-regulated protein phosphatase activity during LTP. , 1998, Science.

[48]  B. Sakmann,et al.  Ca2+ buffering and action potential-evoked Ca2+ signaling in dendrites of pyramidal neurons. , 1996, Biophysical journal.

[49]  L. Cooper,et al.  A unified model of NMDA receptor-dependent bidirectional synaptic plasticity , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[50]  D. Storm,et al.  Interactions between Neurogranin and Calmodulin in Vivo * , 1999, The Journal of Biological Chemistry.

[51]  J. Egrie,et al.  REGIONAL, CELLULAR AND SUBCELLULAR DISTRIBUTION OF CALCIUM‐ACTIVATED CYCLIC NUCLEOTIDE PHOSPHODIESTERASE AND CALCIUM‐DEPENDENT REGULATOR IN PORCINE BRAIN 1 , 1977, Journal of neurochemistry.

[52]  M. di Luca,et al.  Calcium/Calmodulin-dependent Protein Kinase II Phosphorylation Drives Synapse-associated Protein 97 into Spines* , 2004, Journal of Biological Chemistry.

[53]  K. Reymann,et al.  Involvement of neurogranin in the modulation of calcium/calmodulin-dependent protein kinase II, synaptic plasticity, and spatial learning: a study with knockout mice. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[54]  R. Nicoll,et al.  Long-term potentiation--a decade of progress? , 1999, Science.

[55]  J. Sutcliffe,et al.  Mutational and biophysical studies suggest RC3/neurogranin regulates calmodulin availability. , 1994, The Journal of biological chemistry.

[56]  P. Stanton,et al.  Transient protein kinase C activation primes long-term depression and suppresses long-term potentiation of synaptic transmission in hippocampus. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[57]  K. Hsu,et al.  Transient removal of extracellular Mg(2+) elicits persistent suppression of LTP at hippocampal CA1 synapses via PKC activation. , 2000, Journal of neurophysiology.

[58]  R. Nicoll,et al.  Dynamic Interaction of Stargazin-like TARPs with Cycling AMPA Receptors at Synapses , 2004, Science.

[59]  A. Rosado,et al.  Changes in Hypothalamic Calmodulin Concentration Induced by Perinatal Hormone Manipulation in the Rat , 1998, Pharmacology Biochemistry and Behavior.

[60]  J. Sutcliffe,et al.  Localization of the protein kinase C phosphorylation/calmodulin-binding substrate RC3 in dendritic spines of neostriatal neurons. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[61]  Tobias Meyer,et al.  An ultrasensitive Ca2+/calmodulin-dependent protein kinase II-protein phosphatase 1 switch facilitates specificity in postsynaptic calcium signaling , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[62]  K. Svoboda,et al.  The Life Cycle of Ca2+ Ions in Dendritic Spines , 2002, Neuron.

[63]  R. Malenka,et al.  AMPA receptor trafficking and synaptic plasticity. , 2002, Annual review of neuroscience.

[64]  Y. Ben-Ari,et al.  Neurogranin: immunocytochemical localization of a brain-specific protein kinase C substrate , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[65]  K. Reymann,et al.  Neurogranin/RC3 Enhances Long-Term Potentiation and Learning by Promoting Calcium-Mediated Signaling , 2004, The Journal of Neuroscience.

[66]  Mark von Zastrow,et al.  Regulation of AMPA receptor endocytosis by a signaling mechanism shared with LTD , 2000, Nature Neuroscience.

[67]  C. Klee,et al.  Dual calcium ion regulation of calcineurin by calmodulin and calcineurin B. , 1994, Biochemistry.

[68]  D. Lovinger,et al.  Translocation of Autophosphorylated Calcium/Calmodulin-dependent Protein Kinase II to the Postsynaptic Density* , 1997, The Journal of Biological Chemistry.

[69]  T. Abel,et al.  Protein synthesis is required for the enhancement of long-term potentiation and long-term memory by spaced training. , 2002, Journal of neurophysiology.

[70]  Y. Sogawa,et al.  Protein phosphatase 1 is involved in the dissociation of Ca2+/calmodulin‐dependent protein kinase II from postsynaptic densities , 1999, FEBS letters.

[71]  J. B. Watson,et al.  Localization of RC3 (neurogranin) in rat brain subcellular fractions. , 1994, Brain research. Molecular brain research.

[72]  Ted Abel,et al.  Temporal spacing of synaptic stimulation critically modulates the dependence of LTP on cyclic AMP‐dependent protein kinase , 2003, Hippocampus.

[73]  J. Kapfhammer,et al.  Overexpression of the neural growth-associated protein GAP-43 induces nerve sprouting in the adult nervous system of transgenic mice , 1995, Cell.

[74]  Gerendasy Dd,et al.  RC3/neurogranin, a postsynaptic calpacitin for setting the response threshold to calcium influxes. , 1997 .

[75]  J. Freeman,et al.  A protein induced during nerve growth (GAP-43) is a major component of growth-cone membranes , 1986, Science.

[76]  D. Gerendasy,et al.  Homeostatic tuning of Ca2+ signal transduction by members of the calpacitin protein family , 1999, Journal of neuroscience research.

[77]  J. Sutcliffe,et al.  Calmodulin Stabilizes an Amphiphilic α-Helix within RC3/Neurogranin and GAP-43/Neuromodulin Only When Ca2+ Is Absent (*) , 1995, The Journal of Biological Chemistry.

[78]  William Holmes,et al.  Models of Calmodulin Trapping and CaM Kinase II Activation in a Dendritic Spine , 2004, Journal of Computational Neuroscience.

[79]  Andy Hudmon,et al.  Structure-function of the multifunctional Ca2+/calmodulin-dependent protein kinase II. , 2002, The Biochemical journal.

[80]  S. Endo,et al.  Multiple structural elements define the specificity of recombinant human inhibitor-1 as a protein phosphatase-1 inhibitor. , 1996, Biochemistry.

[81]  R. Nicoll,et al.  Bidirectional Synaptic Plasticity Regulated by Phosphorylation of Stargazin-like TARPs , 2005, Neuron.

[82]  R. Malinow,et al.  Driving AMPA receptors into synapses by LTP and CaMKII: requirement for GluR1 and PDZ domain interaction. , 2000, Science.

[83]  A. Persechini,et al.  Intracellular Coupling via Limiting Calmodulin* , 2003, Journal of Biological Chemistry.

[84]  F. Huang,et al.  Calcium-sensitive interaction between calmodulin and modified forms of rat brain neurogranin/RC3. , 2000, Biochemistry.

[85]  J. Lisman,et al.  Evaluation of a model of long-term memory based on the properties of the Ca2+/calmodulin-dependent protein kinase. , 1988, Journal de physiologie.

[86]  Paul M Stemmer,et al.  Calmodulin is a limiting factor in the cell. , 2002, Trends in cardiovascular medicine.

[87]  R. Malinow,et al.  Calcium-Evoked Dendritic Exocytosis in Cultured Hippocampal Neurons. Part II: Mediation by Calcium/Calmodulin-Dependent Protein Kinase II , 1998, The Journal of Neuroscience.

[88]  K. Sobue,et al.  Quantitative determinations of calmodulin in the supernatant and particulate fractions of mammalian tissues. , 1982, Journal of biochemistry.