A multi-scale simulation of retinal physiology.

Adaptive solver Biological model Inexact Newton method Newton-iterative methods Retina model Simulation

Journal

Mathematical biosciences
ISSN: 1879-3134
Titre abrégé: Math Biosci
Pays: United States
ID NLM: 0103146

Informations de publication

Date de publication:
09 2023
Historique:
received: 31 03 2023
revised: 27 06 2023
accepted: 21 07 2023
medline: 28 8 2023
pubmed: 31 7 2023
entrez: 30 7 2023
Statut: ppublish

Résumé

We present a detailed physiological model of the (human) retina that includes the biochemistry and electrophysiology of phototransduction, neuronal electrical coupling, and the spherical geometry of the eye. The model is a parabolic-elliptic system of partial differential equations based on the mathematical framework of the bi-domain equations, which we have generalized to account for multiple cell-types. We discretize in space with non-uniform finite differences and step through time with a custom adaptive time-stepper that employs a backward differentiation formula and an inexact Newton method. A refinement study confirms the accuracy and efficiency of our numerical method. Numerical simulations using the model compare favorably with experimental findings, such as desensitization to light stimuli and calcium buffering in photoreceptors. Other numerical simulations suggest an interplay between photoreceptor gap junctions and inner segment, but not outer segment, calcium concentration. Applications of this model and simulation include analysis of retinal calcium imaging experiments, the design of electroretinograms, the design of visual prosthetics, and studies of ephaptic coupling within the retina.

Identifiants

pubmed: 37517550
pii: S0025-5564(23)00094-9
doi: 10.1016/j.mbs.2023.109053
pii:
doi:

Substances chimiques

Calcium SY7Q814VUP

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

109053

Informations de copyright

Copyright © 2023 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of competing interest none

Auteurs

Belal Abuelnasr (B)

Department of Mathematics, University of Toronto, Toronto, ON, M5S 2E4, Canada. Electronic address: belal.abuelnasr@mail.utoronto.ca.

Adam R Stinchcombe (AR)

Department of Mathematics, University of Toronto, Toronto, ON, M5S 2E4, Canada. Electronic address: stinch@math.toronto.edu.

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Classifications MeSH