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Abstract Thu035: Growth Factor-Based Manufacturing of Human Pluripotent Stem Cell-Derived Cardiomyocytes Using the Vertical Wheel Bioreactor System

2025· article· en· W4414936935 on OpenAlexaff
Faisal J. Alibhai, Tamilla Valdman Sadikov, Lorena V. Cortés-Medina, Ian Fernandes, Omar Mourad, Sara Vasconcelos, Gordon Keller, Michael A. Laflamme

Bibliographic record

VenueCirculation Research · 2025
Typearticle
Languageen
FieldMedicine
TopicTissue Engineering and Regenerative Medicine
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsInduced pluripotent stem cellMesodermBioreactorCellular differentiationEndodermEmbryonic stem cellHeart developmentEmbryo

Abstract

fetched live from OpenAlex

Background: Although several methods have been reported for the large-scale generation of hPSC-derived cardiomyocytes (hPSC-CMs) in bioreactors exclusively using small molecules, no comparable bioreactor-based protocol has been established using growth factors, despite evidence that differentiation with optimized concentrations of BMP4, Activin A, and bFGF offers finer control of cardiomyocyte phenotype. Here, we develop scalable hPSC expansion and growth factor based cardiac differentiation protocols using the Vertical Wheel Bioreactor (VWBR) system. Methods and Results: The expansion of undifferentiated hPSCs in VWBRs was optimized by varying parameters including cell inoculation density, agitation rate, and media exchange schedule. Next, we examined the impact that different hPSC culture conditions had on subsequent cardiac differentiation potential. Notably, hPSCs expanded at different densities and agitation rates all yielded high purity hPSC-CMs when differentiated in either 6-well plates or VWBRs. However, hPSCs initially expanded in VWBRs showed significantly lower cardiomyocyte yields than hPSCs expanded in 2D culture. Examination of differentiation kinetics revealed that 3D expanded hPSCs exhibited accelerated mesoderm commitment relative to their 2D counterparts, as well as a significant fraction of endoderm contamination by as early as day 3 of differentiation. Modification of our aggregation and mesoderm induction steps greatly improved cardiogenesis and enabled reliable production of >1x10 6 /mL cardiac troponin T + (cTnT) hPSC-CMs expressing MLC2v. Highlighting the versatility of our protocol, simple changes in the BMP4:Activin A ratio enabled second heart field-based differentiation and production of atrial-like cardiomyocytes in VWBRs. Lastly, we show that our developed expansion and differentiation protocols were reproducible and economic in 500mL VWBRs, enabling the production of 1.1x10 6 hPSC-CMs/mL at a mean purity of 93% cTnT + . Conclusions: This novel bioreactor-based protocol will enable cardiac cell therapy and tissue engineering applications by providing scalable and consistent production of hPSC-derived cardiac cell products.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.296
Threshold uncertainty score0.419

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.085
GPT teacher head0.356
Teacher spread0.271 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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