Sensitivity analysis of the Poisson Nernst-Planck equations: a finite element approximation for the sensitive analysis of an electrodiffusion model.
Electrodiffusion
Finite elements
Ionic concentrations
Node of Ranvier
Sensitivity equation method
Journal
Journal of mathematical biology
ISSN: 1432-1416
Titre abrégé: J Math Biol
Pays: Germany
ID NLM: 7502105
Informations de publication
Date de publication:
01 2019
01 2019
Historique:
received:
29
08
2017
revised:
07
04
2018
pubmed:
7
9
2018
medline:
23
6
2020
entrez:
7
9
2018
Statut:
ppublish
Résumé
Biological structures exhibiting electric potential fluctuations such as neuron and neural structures with complex geometries are modelled using an electrodiffusion or Poisson Nernst-Planck system of equations. These structures typically depend upon several parameters displaying a large degree of variation or that cannot be precisely inferred experimentally. It is crucial to understand how the mathematical model (and resulting simulations) depend on specific values of these parameters. Here we develop a rigorous approach based on the sensitivity equation for the electrodiffusion model. To illustrate the proposed methodology, we investigate the sensitivity of the electrical response of a node of Ranvier with respect to ionic diffusion coefficients and the membrane dielectric permittivity.
Identifiants
pubmed: 30187223
doi: 10.1007/s00285-018-1266-2
pii: 10.1007/s00285-018-1266-2
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
21-56Références
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