Evidence map›Paper›PMID 40745913›Full record

ArticleThe Journal of physiology2026

Mathematical model of the zebrafish ventricular cardiomyocyte action potential and calcium transient.

Ludovica Cestariolo, Zachary D Long, Arie O Verkerk, Jose M Ferrero, T Alexander Quinn, Jose F Rodriguez Matas

Abstract read
In one paragraph

Article in The Journal of physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ludovica CestarioloDepartment of Biotechnology and Biosciences, Università degli studi di Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0003-2171-5323
Zachary D LongDepartment of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.ORCID https://orcid.org/0009-0008-8974-5143
Arie O VerkerkDepartment of Medical Biology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.ORCID https://orcid.org/0000-0003-2140-834X
Jose M FerreroCentre for Research and Innovation in Bioengineering (Ci2B), Universitat Politècnica de València, Valencia, Spain.
T Alexander QuinnDepartment of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.ORCID https://orcid.org/0000-0002-2437-5785
Jose F Rodriguez MatasLaboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering 'Giulio Natta', Politecnico di Milano, Milan, Italy.

Funding

Canada Graduate Scholarship - Doctoral from the Natural Sciences and Engineering Research Council of Canada CGS D - 601186 - 2025Canadian Government | Canadian Institutes of Health Research (CIHR) PJT-185904Canadian Government | Canadian Institutes of Health Research (CIHR) PJT-190009Dalhousie Faculty of Medicine: MacDonald Heart & Diabetes Research StudentshipEuropean Union's Horizon 2020 Research and Innovation Program 101016496Government of Canada's New Frontiers in Research Fund NFRFE-1269-2021-00219Heart and Stroke Foundation of Canada (HSF) G-22-0032127Italian Ministry of Education, University and Research 1613 FISR2019_03221,CECOMESMinisterio de Ciencia e Innovación (MCIN) PID2022-140553OB-C41Mitacs (Mitacs Canada) Globalink Research Award IT38494Natural Sciences and Engeneering Research Council of Canada RGPIN-2022-03150
6 · The paper itself

Abstract

In recent decades, the use of zebrafish to study cardiac electrophysiology has expanded significantly, based on striking similarities between zebrafish and human action potentials, as well as the underlying ion channels involved. Here, we developed a detailed mathematical model of the zebrafish ventricular cardiomyocyte action potential. The model is based on a previously developed human cardiomyocyte framework, with a simple calcium dynamics component that allows realistic modelling of calcium transients and excitation-contraction coupling in zebrafish. It was reparameterized using published patch clamp data and newly generated L-type calcium current recordings from single cells to adjust the biophysical properties of the principal ionic currents. The principal ionic current conductances in the model were then calibrated and validated using new experimental data, including microelectrode measurements of membrane potential and optical measurements of intracellular calcium in isolated hearts during steady-state and restitution pacing protocols. The model was used to explore components underlying the zebrafish action potential and calcium transient, highlighting that: (1) the T-type calcium current contributes to the action potential upstroke; (2) the L-type calcium current strongly affects the plateau and is a greater contributor to the intracellular calcium transient than sarcoplasmic reticulum calcium release; and (3) both rapid and slow delayed rectifier potassium currents make significant contributions to action potential repolarization. Overall, the novel zebrafish-specific computational model presented here provides a valuable tool for studying cardiac electrophysiology in zebrafish and may be adapted in future work for use in large-scale models to study whole heart electrical activity. KEY POINTS: We have developed the first zebrafish-specific computational ventricular action potential model, based on new and existing patch clamp data from single cells, with model calibration and validation performed using newly generated voltage and calcium measurements in the whole heart. The model reinforces experimental findings, highlighting key roles of T- and L-type calcium currents in sustaining action potential depolarization and the intracellular calcium transient. Despite conflicting evidence regarding the existence of the slow delayed rectifier potassium current in zebrafish, the model suggested its important role in repolarization. While single-cell and tissue model simulations produced similar results, depolarization-related parameters (i.e. action potential upstroke speed and amplitude) varied, highlighting the importance of tissue-based simulations for accurate comparison with tissue-derived data. The model accurately predicted action potential prolongation with individual current block, aligning with experimental data. The effects of multi-channel block were greater than in human, emphasizing the need for caution when translating zebrafish pharmacology.

Indexed as

Action PotentialsCalciumCalcium SignalingModels, CardiovascularMyocytes, CardiacAnimalsCalcium Channels, L-TypeHeart VentriclesZebrafishCalciumCalcium Channels, L-Typecardiomyocytecomputational simulationsmicroelectrode recordingsoptical mappingpatch clamprestitution

Identifiers

PMID40745913
PMCPMC13327776

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.