Small-Molecule Induction of Canine Embryonic Stem Cells Toward Naïve Pluripotency
Why this work is in the frame
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Bibliographic record
Abstract
Naïve and primed pluripotent stem cells (PSCs) reflect discrete pluripotent states that approximate the inner cell mass or the progressively lineage-restricted perigastrulation epiblast, respectively. Cells that occupy primed pluripotency have distinct epigenetic landscapes, transcriptional circuitry, and trophic requirements compared with their naïve counterparts. The existence of multiple pluripotent states has not been explored in dogs, which show promise as outbred biomedical models with more than 300 inherited diseases that also afflict humans. However, our understanding of canine embryogenesis and embryo-derived stem cells is limited. Herein, we converted leukemia inhibitory factor (LIF)-dependent and fibroblast growth factor 2 (FGF2)-dependent canine embryonic stem cells (cESCs) resembling primed PSCs toward a naïve pluripotent state using LIF and inhibitors of glycogen synthase kinase 3β and mitogen-activated protein kinase kinase 1/2 [called 2i and LIF (2iL)]. cESCs propagated in 2iL exhibited significant induction of genes associated with the naïve pluripotent state (eg, REX1, TBX3) and downregulation of primed pluripotency markers (eg, OTX2, FGF5) (P < 0.05). Differential phosphorylation of signal transducer and activator of transcription 3 (STAT3) and cell fate decisions on exposure to bone morphogenetic protein 4 (BMP4) suggested that a novel pluripotent identity has been established with 2iL. Accordingly, cESCs cultured with 2iL formed colonies at a greater efficiency than LIF-FGF2 cESCs following single-cell dissociation. Total genomic DNA methylation and histone H3 lysine 27 trimethylation signals were reduced in 2iL-treated cESCs. Our data suggest that 2iL culture conditions promote the conversion of cESCs toward an epigenetically distinct pluripotent state resembling naïve PSCs.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it