Evidence map›Paper›PMID 41699000›Full record

ArticleScientific reports2026

A novel computational model of human iPSC-derived ventricular myocytes with improved L-type calcium current for application to Timothy syndrome.

Francesca Simone, Alessandro Trancuccio, Jaroslaw Karol Sochacki, Celia Martínez Prieto, Silvia G Priori, Luca F Pavarino, Demetrio J Santiago

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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Francesca Simone *Department of Mathematics "Felice Casorati", University of Pavia, Pavia, Italy.
Alessandro Trancuccio *Molecular Cardiology Unit, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy.
Jaroslaw Karol SochackiNovel Arrhythmogenic Mechanisms Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Celia Martínez PrietoNovel Arrhythmogenic Mechanisms Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Silvia G PrioriMolecular Cardiology Unit, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy.
Luca F PavarinoDepartment of Mathematics "Felice Casorati", University of Pavia, Pavia, Italy.
Demetrio J SantiagoNovel Arrhythmogenic Mechanisms Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain. demetriojulian.santiago@cnic.es.

Funding

European High-Performance Computing Joint Undertaking (JU) EuroHPC 955495European Research Council Grant 'EU-Rhythmy' ERC-ADG-2014. ID 669387Italian Ministry of University and Research Grant PRIN PNRR 2022 (P2002B38NR)Ministerio de Economía y Competitividad Grant PID2020-113484RB-I00
6 · The paper itself

Abstract

Human-induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) are a powerful platform for modeling inherited arrhythmias, yet current in silico representations face limitations in Ca2+ handling. Here, we present a novel ventricular hiPSC-CM ionic model incorporating a Markovian formulation of the L-type Ca2+ current (I[Formula: see text]), tailored to better recapitulate Ca[Formula: see text] dynamics and voltage-dependent inactivation. The model was calibrated against experimental data from hiPSC-CMs derived from a healthy individual and validated through a series of simulations relevant to both physiological and pathological conditions. These included pharmacological inhibition of I[Formula: see text] with nifedipine, Ca[Formula: see text] overload and DAD-mediated triggered activity, and the interplay between intracellular Ca[Formula: see text] cycling and membrane mechanisms in driving automaticity. Sensitivity analysis was used to generate a population of models capturing intercellular variability. In addition, the model was able to reproduce the effects of genetic mutations in the L-type Ca[Formula: see text] channel, including those associated with Timothy Syndrome, providing an additional layer of validation. Overall, this computational framework offers a flexible and physiologically grounded tool for investigating the mechanisms of arrhythmogenesis in hiPSC-CMs and for supporting personalized medicine applications.

Indexed as

CalciumCalcium Channels, L-TypeHeart VentriclesInduced Pluripotent Stem CellsLong QT SyndromeModels, CardiovascularMyocytes, CardiacSyndactylyAction PotentialsAutistic DisorderComputer SimulationHumansNifedipineCalciumCalcium Channels, L-TypeNifedipineCalcium handlingHuman induced pluripotent stem cells-derived cardiomyocytesLong QT syndromeMathematical models

Identifiers

PMID41699000
PMCPMC13000232

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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 OpenQuestion graph.