- Author:
- nima <nafs080@aucklanduni.ac.nz>
- Date:
- 2022-02-03 11:12:12+13:00
- Desc:
- Ca_analysis.py added to figure 9 script so we do not need 2 python scripts for one figure.
- Permanent Source URI:
- https://models.cellml.org/workspace/702/rawfile/3d6d9b2f873781d62bb1c85317a334b46e341c53/Fig7.rst
About this model
====================
:Original publication: `Kernik et al. (2019)`_:
"A computational model of induced pluripotent stem-cell derived cardiomyocytes
incorporating experimental variability from multiple data sources" J Physiol. 2019 Sep 1; 597(17): 4533-4564.
:DOI: https://dx.doi.org/10.1113%2FJP277724
.. _`Kernik et al. (2019)`: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767694/
************
Figure 07
************
Pacemaker/funny current (:math:`I_f`) model optimization
****************************************************************************
The voltage dependent activation gating variables were modeled here.
experimental iPSC‐CM data collected from `Ma et al. (2011)`_ and Kurokawa Lab `Li et al. (2017)`_
in order to optimize data specific model. Activation gate parameters were
optimized using the steady-state activation and activation time constants from experimental data
(Fig. 7. A and B). I-V curves for :math:`I_f` (Fig. 7. C).
`Current_If.cellml`_ is the main CellML files which has all the formulation for Pacemaker/funny current,
Its associated Sedml file contains all the simulation settings.
All the CellML files and SED-ML files related to this channel need to be downloaded in a same folder (Current_If, gating_If, parameter_If, parameter, unit)
as well as python script (`fig7.py`_). In the python script, required Sedml file (Current_If.sedml) is loaded
into the script and by running the code following figure is reproduced.`fig7.py`_ is used to
generate the simulation and reproduces the graph shown in Figure 8 in the original study.
In order to reproduce Figure 8, once all the files are downloaded to the same folder,
execute the following script from the command line (command prompt):
cd [PathToThisFile]
[PathToOpenCOR]/pythonshell fig7.py
.. figure:: Experiments/Figure07.png
:width: 85%
:align: center
:alt: Pacemaker/funny current model optimization
A, optimized steady-state activation with dataset-specific model fits. Different colour represent experimental
iPSC-CM data from multiple laboratories. B, Time constant of :math:`I_f` activation gate. C, I-V curves.
.. _`Ma et al. (2011)`: https://pubmed.ncbi.nlm.nih.gov/21890694/
.. _`Li et al. (2017)`: https://pubmed.ncbi.nlm.nih.gov/28615142/
.. _`Current_If.cellml`: https://models.physiomeproject.org/workspace/702/rawfile/e388d6821ddf07b4f8ffb23597eff4ffe31a8efb/Components/Current_If.cellml
.. _`fig7.py`: https://models.physiomeproject.org/workspace/702/rawfile/e388d6821ddf07b4f8ffb23597eff4ffe31a8efb/Experiments/fig7.py
