Location: Reproducibility of the computational model of induced pluripotent stem-cell derived cardiomyocytes @ 7949027d616b / Fig3.rst

Author:
nima <nafs080@aucklanduni.ac.nz>
Date:
2021-10-07 10:44:04+13:00
Desc:
Updated Documentation
Permanent Source URI:
https://models.cellml.org/workspace/702/rawfile/7949027d616b6f089dae4082829544d316acda3c/Fig3.rst

About this model
====================

:Original publication: `Colleen E. Clancy, Eleonora Grandi, 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

.. _`Colleen E. Clancy, Eleonora Grandi, et al (2019)`: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767694/

Figure 03
=============
Sodium current (INa) model optimization
=========================================

For sodium currents, model parameters were optimized to multiple experimental datasets, \
resulting in dataset-specific parameterization instances of the model. \
For each dataset-specific model, external ion concentrations \
and voltage protocols were set to reflect the corresponding experimental conditions. \
All of the experimental data used to optimize the models were collected in iCell iPSC-CMs. \
This process was used to generate dataset-specific models. \
Three separate experimental iPSC-CM datasets are used for sodium current: \
(A) Ma et al. (B) Jalife Immature, (C) Jalife Mature and (D) Baseline model

.. figure::  fig3.png
   :width: 85%
   :align: center
   :alt: Schematics of the model

   A, steady-state inactivation and activation curves. The sodium current model used in \
   the baseline whole-cell model is shown in black. Colours represent distinct experimental \
   iPSC-CM data from `Ma et al. (2011)`_ and from immature and mature cell preparations \
   from the Jalife lab (`Herron et al. 2016`_). C, INa activation (m-gate) time constants. D, INa fast-inactivation (h-gate) \
   time constants. E, INa slow-inactivation (j-gate) time constants. j-gate time constant \
   parameters for all INa models were optimized to experimental iPSC-CM data from \
   the Kurokawa lab (`Li et al. 2017`_).

.. _`Herron et al. 2016`: https://pubmed.ncbi.nlm.nih.gov/27069088/
.. _`Ma et al. (2011)`: https://pubmed.ncbi.nlm.nih.gov/21890694/
.. _`Li et al. 2017`: https://pubmed.ncbi.nlm.nih.gov/28615142/