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Generation of mature compact ventricular cardiomyocytes from human pluripotent stem cells

2022· article· en· W4306319652 on OpenAlexaboutno aff
Satoshi Funakoshi, G K Keller

Bibliographic record

VenueEuropean Heart Journal · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPluripotent Stem Cells Research
Canadian institutionsnot available
Fundersnot available
KeywordsInduced pluripotent stem cellMedicineCell biologyMyocyteWnt signaling pathwaySarcomereInternal medicineEndocrinologyBiologySignal transductionEmbryonic stem cellBiochemistryGene

Abstract

fetched live from OpenAlex

Abstract Introduction Compact cardiomyocytes that make up the ventricular wall of the adult heart represent an important therapeutic target population for modeling and treating cardiovascular diseases. Although human pluripotent stem cell (hPSC) represents a promising source to generate target cells in vitro, there has been no optimal protocols to generate mature compact cardiomyocytes derived from hPSCs. Purpose To establish the protocol to generate mature compact ventricular cardiomyocytes derived from hPSCs. Methods By mimicking the early ventricular development and postnatal maturation process observed in the heart in vivo, we searched for the specific factors to induce compact lineage and promote their maturation level. Results We established a differentiation strategy that promotes the specification, proliferation and maturation of compact ventricular cardiomyocytes from hPSCs. The treatment of Wnt signaling activator, CHIR, and IGF2 significantly increased the expression level of a compact marker, MYCN (p=0.006), and suppressed the trabecular markers, NPPA (p=0.0117) and BMP10 (p=0.0032). Those factors induced a proliferation of compact cardiomyocytes by two folds (p<0.0001). Additionally, we identified that the combination of PPARα agonist, dexamethasone, T3 hormone, and palmitate in the low glucose containing media following the compact specification period significantly induced the fatty acid transporter, CD36, in the compact cardiomyocytes (p<0.0001). The CD36-positive compact cardiomyocytes generated under these conditions displayed the ability to use fatty acids as an energy source, a high mitochondrial mass, well-defined sarcomere structures and enhanced contraction force. These mature compact cardiomyocytes showed metabolic changes indicative of those associated with heart failure when challenged in vitro with pathological stimuli and were found to generate grafts consisting of more mature cells than those derived from immature cardiomyocytes following transplantation into infarcted rat hearts. Conclusions We successfully generated the mature compact cardiomyocytes derived from hPSCs. These findings highlight the power of recapitulating key aspects of embryonic and postnatal development for generating therapeutically relevant cell types from hPSCs. Funding Acknowledgement Type of funding sources: Public grant(s) – National budget only. Main funding source(s): Canadian Institutes of Health Research (CIHR)

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0030.001

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 head0.051
GPT teacher head0.285
Teacher spread0.234 · 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 source (direct Gemma or distilled Codex), 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".

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Citations5
Published2022
Admission routes1
Has abstractyes

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