Evidence map›Paper›PMID 35870954›Full record

ReviewStem cell research & therapy2022

Characterization of cardiac metabolism in iPSC-derived cardiomyocytes: lessons from maturation and disease modeling.

Sofija Vučković, Rafeeh Dinani, Edgar E Nollet, Diederik W D Kuster, Jan Willem Buikema, Riekelt H Houtkooper, Miranda Nabben, Jolanda van der Velden, Birgit Goversen

Open access · goldAbstract readReview
In one paragraph

Review in Stem cell research & therapy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
9.4field-weighted citation impact, top 1% of its field
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

47 citing papers in PubMed, 62 citations in OpenAlex.

  1. Article
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  6. Isolation of Extracellular Vesicles From Mouse Brown Adipose Tissue Secretome Using Size-Exclusion Chromatography.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
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  9. EV-Encapsulated Mitochondrial miRNAs: Enhancing Cardiomyocyte Bioenergetics.International journal of molecular sciences · 2026
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  13. Large-scale synthetic data enable digital twins of human excitable cells.bioRxiv : the preprint server for biology · 2025
    Article
  14. Article
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  19. Early Atrial Remodeling Drives Arrhythmia in Fabry Disease.Circulation. Arrhythmia and electrophysiology · 2025
    Article
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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 at 3 institutions in 2 countries.

Sofija VučkovićDepartment of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Rafeeh DinaniDepartment of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Edgar E NolletDepartment of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Diederik W D KusterDepartment of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Jan Willem BuikemaDepartment of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Riekelt H HoutkooperLaboratory Genetic Metabolic Diseases, Amsterdam University Medical Centers, Amsterdam Gastroenterology, Endocrinology, and Metabolism, Amsterdam Cardiovascular Sciences, University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands.
Miranda NabbenDepartments of Genetics & Cell Biology and Clinical Genetics, CARIM School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Center+, 6200 MD, Maastricht, The Netherlands.
Jolanda van der Velden *Department of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands.
Birgit Goversen *Department of Physiology, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Location VU Medical Center, 1081 HZ, Amsterdam, The Netherlands. b.goversen@amsterdamumc.nl.ORCID 0000-0002-1003-3223
Amsterdam University Medical Centers · NLUniversity Medical Center · USUtrecht University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInduced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) have emerged as a powerful tool for disease modeling, though their immature nature currently limits translation into clinical practice. Maturation strategies increasingly pay attention to cardiac metabolism because of its pivotal role in cardiomyocyte development and function. Moreover, aberrances in cardiac metabolism are central to the pathogenesis of cardiac disease. Thus, proper modeling of human cardiac disease warrants careful characterization of the metabolic properties of iPSC-CMs.

methodsHere, we examined the effect of maturation protocols on healthy iPSC-CMs applied in 23 studies and compared fold changes in functional metabolic characteristics to assess the level of maturation. In addition, pathological metabolic remodeling was assessed in 13 iPSC-CM studies that focus on hypertrophic cardiomyopathy (HCM), which is characterized by abnormalities in metabolism.

resultsMatured iPSC-CMs were characterized by mitochondrial maturation, increased oxidative capacity and enhanced fatty acid use for energy production. HCM iPSC-CMs presented varying degrees of metabolic remodeling ranging from compensatory to energy depletion stages, likely due to the different types of mutations and clinical phenotypes modeled. HCM further displayed early onset hypertrophy, independent of the type of mutation or disease stage.

conclusionsMaturation strategies improve the metabolic characteristics of iPSC-CMs, but not to the level of the adult heart. Therefore, a combination of maturation strategies might prove to be more effective. Due to early onset hypertrophy, HCM iPSC-CMs may be less suitable to detect early disease modifiers in HCM and might prove more useful to examine the effects of gene editing and new drugs in advanced disease stages. With this review, we provide an overview of the assays used for characterization of cardiac metabolism in iPSC-CMs and advise on which metabolic assays to include in future maturation and disease modeling studies.

Indexed as

Cardiomyopathy, HypertrophicHeart DiseasesInduced Pluripotent Stem CellsAdultCell DifferentiationHumansHypertrophyMyocytes, CardiacCardiomyocyteDisease modelingHCMiPSCMaturationMetabolismStem cells

Identifiers

PMID35870954
PMCPMC9308297
OpenAlexW4286716098

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.