Location: Tong_2011_V1 @ a03f680a6922 / Experiments / Figure_3 / Fig3_sim.py

Author:
Leyla <noroozbabaee@gmail.com>
Date:
2022-05-10 14:01:08+12:00
Desc:
Adding Tong_2011 to PMR
Permanent Source URI:
https://models.cellml.org/workspace/85c/rawfile/a03f680a69226c515cd789723c8036028406852b/Experiments/Figure_3/Fig3_sim.py

# with the following commands at the prompt in the OpenCOR Python console:
#
#     In [1]: cd path/to/folder_this_file_is_in
#     In [2]: run Fig1_sim.py
import opencor as oc
import matplotlib.pyplot as plt
import numpy as np
# The prefix of the saved output file name
V_var = 1;
V_clmp = 1;
if V_var:
    prefilename = 'Fig3'
    # Load the simulation file

    simfile = 'Tong_2011.sedml'
    simulation = oc.open_simulation(simfile)
    data = simulation.data()

    # Reset states variables and parameters
    # simulation.reset(True)
    # Set constant values
    start = 0
    end = 10000
    pointInterval = 0.1
    data.set_starting_point(start)
    data.set_ending_point(end)
    data.set_point_interval(pointInterval)
    # simulation.reset(True)
    data.constants()['interface/membrane_potential/v_init'] = -80
    data.constants() ['interface/parameters/kmca'] = 0.001

    simulation.run()
    # Access simulation results
    results = simulation.results()
    # Data to save
    varName = np.array(["Time", "bss", "gss", "btc", "gtc", "icat", "v"])
    vars = np.reshape(varName, (1,7))
    rows = end * 10 + 1
    print(rows)

    # Access simulation results
    results = simulation.results()
    # Grab a some algebraic variable results
    r = np.zeros((rows, len(varName)))
    r [ :, 0 ] = results.voi().values()
    r [ :, 1 ] = results.algebraic()['interface/I_CaT/bss'].values()
    r [ :, 2 ] = results.algebraic()['interface/I_CaT/gss'].values()
    r [ :, 3 ] = results.algebraic() [ 'interface/I_CaT/btc' ].values()
    r [ :, 4 ] = results.algebraic() [ 'interface/I_CaT/gtc' ].values()
    r [ :, 5 ] = results.algebraic() [ 'interface/I_CaT/icat' ].values()
    r [ :, 6 ] = results.states() [ 'interface/membrane_potential/v' ].values()
    filename = '%s.csv' % (prefilename)
    np.savetxt(filename, vars, fmt='%s', delimiter=",")
    with open(filename, "ab") as f:
        np.savetxt(f, r, delimiter=",")
    f.close
elif V_clmp:
    prefilename = 'Fig3_4'
    # Load the simulation file

    simfile = 'VoltageVAR_Tong_2011.sedml'
    simulation = oc.open_simulation(simfile)
    data = simulation.data()
    simulation.reset(True)
    # Reset states variables and parameters
    #simulation.reset(True)
    # Set constant values
    start = 0
    end = 100
    pointInterval = 0.001
    data.set_starting_point(start)
    data.set_ending_point(end)
    data.set_point_interval(pointInterval)
    time_clamp = 13
    # v_clamp = [-65,-55.-45,-35,-25,-15,-5,-15,25]
    # v_clamp =[50, 40, 30, 25, 20, 10, 0,-10,-20,-30,-40,-50,-60, -70,-80]

    v_clamp = [-60, -50, -40, -30, -20, -10, 0, 10, 20]
    for i in range(len(v_clamp)):

        data.constants()['interface/membrane_potential/v_hold'] = -80
        data.constants() [ 'interface/parameters/kmca' ] = 0.001
        simulation.reset(True)
        data.constants() [ 'interface/membrane_potential/v_clamp' ] = v_clamp[i]
        data.constants() [ 'interface/membrane_potential/time_clamp' ] = time_clamp
        data.constants() [ 'interface/parameters/ecat' ] = 25
        simulation.run()
    # Access simulation results
        results = simulation.results()
    # Data to save
        varName = np.array([ "Time", "icat", "v" ])
        vars = np.reshape(varName, (1, 3))
        rows = end * 1000 + 1

        # Grab a some algebraic variable results
        r = np.zeros((rows, len(varName)))
        r [ :, 0 ] = results.voi().values()
        r [ :, 1 ] = results.algebraic() [ 'interface/I_CaT/icat' ].values()
        r [ :, 2 ] = results.algebraic() [ 'interface/membrane_potential/v' ].values()
        # r [ :, 7 ] = results.algebric() ['membrane_potential/v' ].values()
        # Save the simulation result of the last run
        filename = '%s_%s.csv' % (prefilename, i)
        np.savetxt(filename, vars, fmt='%s', delimiter=",")
        with open(filename, "ab") as f:
            np.savetxt(f, r, delimiter=",")
        f.close
    else:
        prefilename = 'Fig3_5'
        # Load the simulation file

        simfile = 'VoltageVAR_Tong_2011.sedml'
        simulation = oc.open_simulation(simfile)
        data = simulation.data()

        # Reset states variables and parameters
        simulation.reset(True)
        # Set constant values
        start = 0
        end = 100
        pointInterval = 0.001
        data.set_starting_point(start)
        data.set_ending_point(end)
        data.set_point_interval(pointInterval)
        time_clamp = 13
        v_clamp = [ 50, 40, 30, 25, 20, 10, 0, -10, -20, -30, -40, -50, -60, -70, -80 ]
        # v_clamp =[50, 40, 30, 20, 10, 0,-10,-20,-30,-40,-50]
        for i in range(len(v_clamp)):
            data.constants() [ 'interface/membrane_potential/v_hold' ] = -80
            simulation.reset(True)
            data.constants() [ 'interface/parameters/kmca' ] = 0.001
            data.constants() [ 'interface/membrane_potential/v_clamp' ] = v_clamp [ i ]
            data.constants() [ 'interface/membrane_potential/time_clamp' ] = time_clamp
            data.constants() [ 'interface/parameters/ecat' ] = 25
            simulation.run()
            # Access simulation results
            results = simulation.results()
            # Data to save

            # Data to save
            varName = np.array([ "Time", "icat", "v" ])
            vars = np.reshape(varName, (1, 3))
            rows = end * 1000 + 1

            # Grab a some algebraic variable results
            r = np.zeros((rows, len(varName)))
            r [ :, 0 ] = results.voi().values()
            r [ :, 1 ] = results.algebraic() [ 'interface/I_CaT/icat' ].values()
            r [ :, 2 ] = results.algebraic() [ 'interface/membrane_potential/v' ].values()
            # r [ :, 7 ] = results.algebric() ['membrane_potential/v' ].values()
            # Save the simulation result of the last run
            filename = '%s_%s.csv' % (prefilename, i)
            np.savetxt(filename, vars, fmt='%s', delimiter=",")
            with open(filename, "ab") as f:
                np.savetxt(f, r, delimiter=",")
            f.close

# # # The prefix of the saved output file name
# prefilename = 'Fig3_3'
# # Load the simulation file
#
# simfile = 'Tong_2011.sedml'
# simulation = oc.open_simulation(simfile)
# data = simulation.data()
#
# # Reset states variables and parameters
# simulation.reset(True)
# # Set constant values
# start = 0
# end = 100
# pointInterval = 0.001
# data.set_starting_point(start)
# data.set_ending_point(end)
# data.set_point_interval(pointInterval)
#
# # # # The prefix of the saved output file name
# # prefilename = 'Fig2_3'
# # # Load the simulation file
# #
# # v_clamp =[-60, -50, -40, -30,  -20, -10, 0, 10, 20, 25]
#
# v_clamp = [-60]