Stress-inducible phosphoprotein 1 (STIP1) is a critical stemness regulator in mouse embryonic stem cells and early mammalian development
Bibliographic record
Abstract
Proteostasis, maintained by a network of molecular chaperones, plays a central role in cell biology, and has emerged as a critical mechanism underlying pluripotency and development. The stress-inducible phosphoprotein 1 (STIP1) is a co-chaperone essential for proteostasis. STIP1 knockout causes embryonic lethality in mice, but its precise function during embryogenesis remains poorly understood. Here, we investigate the role of STIP1 in early development using in silico and cell-based approaches. Single-cell RNA sequencing data reveals that Stip1 is co-expressed with pluripotency genes in mouse embryos, suggesting a role in stem cell maintenance. To test this, we generated mouse embryonic stem cells (mESCs) from genetically modified mice with altered Stip1/STIP1 expression. STIP1 depletion in mESCs decreases the expression of pluripotency markers, reduces proliferation, and induces apoptosis and genomic instability, whereas its overexpression enhances pluripotency markers expression, promotes proliferation, and confers protection against cellular stress. Moreover, proteins involved in cell cycle progression and DNA damage response are differentially regulated in mESCs, depending on STIP1 levels. Our findings highlight STIP1 as a pivotal regulator of the pluripotent phenotype, early embryogenesis, and cellular resilience, advancing our understanding of proteostasis in stem cell biology and organismal development, with potential implications for disease modeling and regenerative medicine.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".