- 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_1/Fig1_sim.py
# Author : Leyla Noroozbabaee
# Date: 12/02/2022
# To reproduce the data needed for Figure 8 in associated original paper,
# execute this script in the Python console in OpenCOR. This can be done
# 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 = 0;
if V_var:
prefilename = 'Fig1'
# 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 = 6000
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'] = -100
data.constants() [ 'interface/parameters/kmca' ] = 0.001
data.constants() [ 'interface/parameters/ecal' ] = 45
simulation.run()
# Access simulation results
results = simulation.results()
# Data to save
varName = np.array(["Time", "fss", "dss", "f1tc", "f2tc", "dtc", "ical", "v", "I_Ca_tot"])
vars = np.reshape(varName, (1,9))
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_CaL/fss'].values()
r [ :, 2 ] = results.algebraic()['interface/I_CaL/dss'].values()
r [ :, 3 ] = results.constants() [ 'interface/I_CaL/f1tc' ].values()
r [ :, 4 ] = results.algebraic() [ 'interface/I_CaL/f2tc' ].values()
r [ :, 5 ] = results.algebraic() [ 'interface/I_CaL/dtc' ].values()
r [ :, 6 ] = results.algebraic() [ 'interface/I_CaL/ical'].values()
r [ :, 7 ] = results.states() [ 'interface/membrane_potential/v' ].values()
r [ :, 8 ] = results.algebraic() [ 'interface/membrane_potential/I_Ca_tot' ].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
else:
prefilename = 'Fig1_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 = 60
pointInterval = 0.001
data.set_starting_point(start)
data.set_ending_point(end)
data.set_point_interval(pointInterval)
time_clamp = 6.5
v_clamp =[50, 40, 30, 20, 10, 0,-10,-20,-30,-40,-50]
for i in range(11):
data.constants()['interface/membrane_potential/v_hold'] = -60
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
simulation.run()
# Access simulation results
results = simulation.results()
# Data to save
varName = np.array(["Time", "ical", "I_tot","I_Ca_tot","v"])
vars = np.reshape(varName, (1,5))
rows = end * 1000 + 1
# Access simulation results
results = simulation.results()
# Grab some algebraic variable results
r = np.zeros((rows, len(varName)))
r [ :, 0 ] = results.voi().values()
r [ :, 1 ] = results.algebraic() [ 'interface/I_CaL/ical'].values()
r [ :, 2 ] = results.algebraic() [ 'interface/membrane_potential/I_tot'].values()
r [ :, 3 ] = results.algebraic() [ 'interface/membrane_potential/I_Ca_tot'].values()
r [ :, 4 ] = results.algebraic() [ 'interface/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
