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README for TMSsim_Aberra2019

Simulation code for Aberra, A., Wang, B., Grill, W. M., and Peterchev, A. V. (2019). Simulation of transcranial magnetic stimulation in head model with morphologically-realistic cortical neurons. Brain Stimul. In press.

Dependencies:

  • NEURON v.7.4 or later (may run on some older versions)
  • MATLAB r2016 or later (should run on most older versions) Certain functions for generating figures require additional MATLAB toolboxes - Curve Fitting Toolbox: required by makeSlices.m (used in plotFig2b.m, plotFig4.m, plotFig5.m)
    Total storage space required ~290 MB

To run NEURON simulations of single neurons:

  1. Start by compiling NEURON mechanisms in (./nrn/mechanisms/) folder, then drag special/nrnmech.dll file (Unix/Windows) into (./nrn/) folder

On MacOS/Linux: Execute following code to make executable: chmod +x mosinit.command

  1. Initialize cell data by running InitializeCellData.m in the (./mat/) folder Upon completion, this should generate cell_data/cell_models.mat, as well as cell_data/maxH and cell_data/maxHlin folders with following sub-folders: areas/, branchorders/, comp_types/, coordinates/, diams/, parent_inds/, secnames/, sectypes/. Each folder contains the corresponding data for the 25 cell models included in the E-field coupled population model Also generates 6 NeuronPop structs for the "maxH" model version (nrn_model_ver), stored in "nrn_pop[pop_ind]_maxH.mat", where pop_ind is 1–6, and 1 NeuronPop for the "maxHlin" model version (L2/3 pyramidal cell with straight axon)

  2. Interpolate E-field FEM solutions on compartments of neuron model populations to simulate thresholds by running interpEfieldsAll.m in the (./mat/) folder. This should generate arrays of E-field vectors for each neuron in the neuron populations specified in pop_inds (1–6). WARNING: this step may take ~2 hours if run on a single CPU serially. If run on multi-core machine, the function interpEfield will automatically parallelize the computation across all available CPUs. Additionally, E-field data takes up 50.3 MB per neuron, summing 1.25 GB for all 25 neurons in each population. Interpolating E-field vectors for all 6 populations, 2 E-field directions (for Medtronic MC B70 coil), and 2 E-field solutions (M1_PA_MCB70 and M1_PA_Magstim70mm) requires ~22 GB, so it is not recommended to generate all E-field, unless simulations with all cell types/populations/E-fields are going to be run

  3. Once cell_data and nrn_efields data has been generated, individual neural thresholds with TMS-induced E-field and waveforms can be run using set_test_params.m script to save the TMS waveform (tvec.txt/Evec.txt) and E-field (Er.txt) distribution to (./nrn/params/test) to be used in NEURON simulation, and specifying parameters in (./params/test/defineParams.hoc). Default settings initialize a L23 pyramidal cell for uniform E-field stimulation (load_potentials = 0). Set load_potentials = 1 to use saved Er.txt. NOTE: Er.txt must be saved for selected neuron model, which is designated by cell_id (L23 pyramidal cells are 6-10).

To run NEURON simulation,

  • On MacOS/Linux:
    • Launch (./nrn/.mosinit.command) from the terminal
  • On Windows:
    • Right-click mosinit.ps1 and select “Run with Powershell”, which will probably require giving permission to run. To make short-cut executable with double-click:
    • right-click mosinit.ps1 and select “Create shortcut”
    • right-click newly created shortcut (ends with Shortcut.lnk by default) and select “Properties” in the “Target:” field, add the text below before the existing text, which should look like this: powershell.exe -ExececutionPolicy Bypass -File C:\path\to\file…

SLURM

Example code for parallelizing simulations on Linux cluster with SLURM scheduler is in slurm/ folder