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An allosteric kinetics of NMDARs in STDP (Urakubo et al. 2008)
Accession: 114365
"... We developed a detailed biophysical model of STDP and found that the model required spike timing-dependent distinct suppression of NMDARs by Ca2+-calmodulin. This led us to predict an allosteric kinetics of NMDARs: a slow and rapid suppression of NMDARs by Ca2+-calmodulin with prespiking -> postspiking and postspiking -> prespiking, respectively. We found that the allosteric kinetics, but not the conventional kinetics, is consistent with specific features of amplitudes and peak time of NMDAR-mediated EPSPs in experiments. ..." See paper for more and details.
Reference: Urakubo H, Honda M, Froemke RC, Kuroda S (2008) Requirement of an allosteric kinetics of NMDA receptors for spike timing-dependent plasticity. J Neurosci 28:3310-23 [PubMed]
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Model Information (Click on a link to find other models with that property)
Model Type:  
Brain Region(s)/Organism:  
Cell Type(s):   
Channel(s):  I Na,t; I A; I K; I Calcium;  
Gap Junctions:  
Receptor(s):  AMPA; NMDA;
Gene(s):  
Transmitter(s):  
Simulation Environment:  GENESIS (web link to model);
Model Concept(s):  Ion Channel Kinetics; Signaling pathways; STDP;
Implementer(s):  
Search NeuronDB for information about:  AMPA; NMDA; I Na,t; I A; I K; I Calcium;
Model files (located externally to ModelDB) Help downloading and running models
requirement of an allosteric kinetics of nmda receptors for spike-timing-dependent plasticity Note from the ModelDB Administrator: the below is a copy of the author's web site at http://www.bi.s.u-tokyo.ac.jp/kuroda-lab/info/STDP/index.html

"Requirement of an allosteric kinetics of NMDA receptors for spike-timing-dependent plasticity"

H. Urakubo, M. Honda R.C. Froemke, S. Kuroda, J Neurosci 28(13) pp 3310-3323 (2008)

Supplmentary Information

The source codes of an allosteric STDP model are provided here ("tar zxvf Urakubo2008.tar.gz" for uncompression), and detailed model description is here . The source codes Urakubo2008.tar.gz contain the demonstration programs of voltage-dependent synaptic plasticity (Volt, Fig 2), spike-timing-dependent plasticity (STDP, Fig 4) and burst-dependent plasticity (BURST, Fig 7). All models were built on the GENESIS/kinetikit (version 2.2.1 or 2.3) with X86-Linux. To execute the demonstration programs, the GENESIS simulator (version 2.2.1 or 2.3) must be installed from source codes to your LINUX/UNIX system appropreately. The contruction of directories of the source codes is shown as follows.

newgenesis Extended GENESIS. The extended GENESIS is executable on X86-64 redhat Enterprise Linux ES ver 4 with appropriate ~/.simrc, kkit, etc. Otherwize, create your own "newgenesis" as described in MODEL/genesis_customizing/.
Volt.out, STDP.out, BURST1.out, BURST2.out, BURST3.out

Scripts for simulations (csh/tcsh is assumed). Execute the files by "csh Volt.out". Note that the execution time is very long. It takes about 1 hour for one parameter simulation with 2.4 GHz AMD Opteron.

Volt_PBSPro.out, STDP_PBSPro.out, BURST1_PBSPro.out, BURST2_PBSPro.out, BURST3_PBSPro.out If your system has the job scheduler "PBS professional" ver 7 or above, you can use the scripts instead of Volt.out, STDP.out etc. to execute multiple simulations in parallel. Edit the files to fit your system.
DATA_STDP/
Data strage for spike-timing-dependent plasticity (STDP, Fig 4). The subdirectories 0-17 store the simulation results of 100 pre- and post-spike pairing at Tpost-Tpre = -256, -128, -64, -32, -16, -8, ..., 256 ms, respectively.
DATA_Volt/
Data strage for voltage-dependent plasticity (Volt, Fig 2). The subdirectories 0-9 store the simulation results of 100 pre-spiking with holding -115, -105 -95, ..., 25 mV, respectively.
DATA_BURST/
Data strage for burst-dependent plasticity (BURST, Fig 7A-C). The subdirectories POST1_PRE5, PRE5_POST1 and PostPrePost4 store the correspondent simulation results.
tmp1/ - tmp5/
Temporal file strage of the GENESIS programs.
PROGRAMS/ GENESIS subroutines.
GRAPHS/
Graph plot files (Matlab m-files). VoltMolcProf.m draws Fig 2A-E, VoltMolcTot.m draws Fig 2G VoltCond.m draws Fig 2HI ,STDPCond.m draws Fig 4DE, STDPMolc.m draws Fig 4FG, BURST1.m draws Fig 7A, BURST2.m draws Fig 7B, and BURST2.m draws Fig 7C.
MODEL/
core33.g
Kkit file of signaling cascade and AMPAR trafficking models. The model must be executed with initials33.g or initials_VoltageClamp33.g on the extended GENESIS.
initials33.g
Initial file loader for simulation of STDP and BURST.
initials_VoltageClamp33.g
Initial file loader for simulation of Volt.
initial_routines/
Initial files.
Poirazi_cell/
A postsynaptic neuron model with a sample program. Execute "./newgenesis main_Poirazi.g" with your own "newgenesis."
genesis_customizing/

Extension on the GENESIS simulator. The extension "newgenesis" of your own system is required for successful execution of the sample programs. To create "newgenesis" of your own system:

  1. Check the versions of ${GENESIS_SOURCE}/Usermake and ${GENESIS_SOURCE}/Libmake by reading the first lines of the files. If the versions are different from ${Urakubo2008}/MODEL/genesis_customizing/Makefile and ${Urakubo2008}/MODEL/genesis_customizing/*/Makefile, this may cause problems. Replace the files with your GENESIS files, if the problems occur.
  2. Modify the system configuration variables (line 57, lines 64-73) of ${Urakubo2008}/MODEL/genesis_customizing/Makefile for your own system. You can refer to ${GENESIS_SOURCE}/src/Makefile.
  3. Fill the user configuration variables of ${Urakubo2008}/MODEL/genesis_customizing/Makefile if you replaced the files with ${GENESIS_SOURCE}/Usermake.
  4. Fill the user configuration section of ${Urakubo2008}/MODEL/genesis_customizing/*/Makefile if you replaced the files with ${GENESIS_SOURCE}/Libmake.
  5. "make" in the directory "${Urakubo2008}/MODEL/genesis_customizing".
  6. If the programs are compiled successfully, "cp ./newgenesis ./../../" and enjoy the sample programs!


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