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Record W3213340573 · doi:10.1161/circ.144.suppl_1.9054

Abstract 9054: Cell-Specific Regulation of the GATA-4/6 Transcription Factors by the Metabolic Enzyme PKM2 Provides Insight into a Biologic Function Essential for Cardiac Health and Survival

2021· article· en· W3213340573 on OpenAlexaff
Maria Areli Lorenzana‐Carrillo, Keshav Gopal, Nikole J. Byrne, Bruno Saleme, Subhash K. Das, Saymon Tejay, Yongneng Zhang, Alois Haromy, Farah Eaton, Jason R.B. Dyck, Evangelos D. Michelakis, Gopinath Sutendra

Bibliographic record

VenueCirculation · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRNA modifications and cancer
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineTranscription factorCardiac function curveEnzymeCardiac cellBioinformaticsInternal medicineHeart failureBiochemistryGeneBiology

Abstract

fetched live from OpenAlex

Background: Pyruvate Kinase M2 (PKM2) is a glycolytic enzyme that can translocate to the nucleus and regulate different transcription factors (TF). Although its function has been studied extensively in cancer, its biologic role in the heart, and specifically terminally differentiated adult cardiomyocytes (CM), remains elusive. Hypothesis: Because PKM1 is the more abundant isoform in CM, we speculated that PKM2 would not have a genetically redundant role to PKM1 and may instead be critical in regulating CM-specific TF. Methods: Transverse aortic constriction (TAC) banding model was used to assess the levels and modifications of PKM2 during heart failure (HF). CM-specific PKM2-deficient mice were generated to evaluate the biological role of PKM2 in adult CM. Unbiased RNA sequencing was utilized to assess novel PKM2-induced signaling pathways in adult CM. Induced pluripotent stem cells (iPSCs) were used to translate mechanistic findings to mature human CM. Results: PKM2 levels were lower, but serine-37 phosphorylated PKM2 ( S37 P-PKM2) was higher in terminally differentiated tissues. Cell-specific analysis showed S37 P-PKM2 was preferentially localized in the nucleus of CM, compared to cardiac fibroblasts (CF) (where PKM2 was mainly cytoplasmic). During TAC-induced HF, PKM2 levels increased in CF but correspondingly decreased in CM, in comparison to sham controls. CM-specific PKM2-deficient mice developed age-dependent cardiac dysfunction with decreased survival, compared to their control littermates. Unbiased RNA sequencing revealed a decrease in cardiac energetic, stress response, angiogenesis, repair and regeneration, and survival pathways from PKM2-deficient CM. In keeping, PKM2-deficient hearts had decreased levels of the cardiomyocyte-specific TF GATA4 and GATA6, compared to control hearts. Finally, the E3 ubiquitin-ligase TRIM35, which was induced during TAC-induced heart failure, ubiquitinated and degraded PKM2, along with GATA4 and GATA6 in primary adult mouse or human iPSC-derived CM. Conclusions: This study shows a new and previously unrecognized role for PKM2 in the regulation of cardiomyocyte-specific transcription factors and identifies a novel therapeutic target (TRIM35) in heart failure.

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 score0.007
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.002

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 head0.020
GPT teacher head0.245
Teacher spread0.225 · 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".

Quick stats

Citations1
Published2021
Admission routes1
Has abstractyes

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