Evidence map›Paper›PMID 41637430›Full record

ArticlePLoS computational biology2026

Phase resetting in human stem cell derived cardiomyocytes explains complex cardiac arrhythmias.

Khady Diagne, Thomas M Bury, Morgan E Pettebone, Marc W Deyell, Zachary Laksman, Alvin Shrier, Leon Glass, Gil Bub, Emilia Entcheva

Abstract read
In one paragraph

Article in PLoS computational biology, 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

9 authors.

Khady DiagneDepartment of Quantitative Life Sciences, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0003-4891-8585
Thomas M BuryDepartment of Physiology, McGill University, Montreal, Canada.
Morgan E PetteboneDepartment of Biomedical Engineering, George Washington University, Washington, District of Columbia, United States of America.
Marc W DeyellDivision of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, Canada.ORCID https://orcid.org/0000-0001-8434-7076
Zachary LaksmanDivision of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, Canada.
Alvin ShrierDepartment of Physiology, McGill University, Montreal, Canada.
Leon GlassDepartment of Physiology, McGill University, Montreal, Canada.
Gil BubDepartment of Physiology, McGill University, Montreal, Canada.
Emilia EntchevaDepartment of Biomedical Engineering, George Washington University, Washington, District of Columbia, United States of America.ORCID https://orcid.org/0000-0002-6251-3376

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Phase resetting of cardiac oscillators underlies some complex arrhythmias. Here we use optogenetic stimulation to construct phase response curves (PRC) for spheroids of human induced pluripotent stem cell derived cardiomyocytes (hiPSC-CM) and a computational cardiomyocyte model to identify ionic mechanisms shaping the PRC. The clinical utility of the human PRCs is demonstrated by adding a patient-based conduction delay to the same equations to explain complex multi-day Holter ECG dynamics and cardiac arrhythmias. Periodic stimulation of these patient-based models and the computational model of human iPSC-CM reveal similar bifurcation patterns and entrainment zones. Cell therapy by injecting iPSC-CM into diseased hearts can induce ectopic foci-based engraftment arrhythmias. The PRC analysis offers a potential strategy to entrain these foci in a parameter space that avoids such arrhythmias.

Indexed as

Arrhythmias, CardiacInduced Pluripotent Stem CellsModels, CardiovascularMyocytes, CardiacComputational BiologyComputer SimulationHumansOptogenetics

Identifiers

PMID41637430
PMCPMC12900431

What OpenQuestion holds

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Registered trials

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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.