Inhibition of cellular senescence by developmentally regulated FGF receptors in mesenchymal stem cells
Bibliographic record
Abstract
Bone-derived mesenchymal stem cells (MSCs) are important cells for use in cell therapy, tissue engineering, and regenerative medicine, but also to study bone development, homeostasis, and repair. However, little is known about their developmental ontology and in vivo identity. Because fibroblast growth factors (FGFs) play key roles in bone development and their receptors are developmentally regulated in bones, we hypothesized that MSCs should express FGF receptors (FGFRs), reflecting their developmental origin and potential. We show here that FGFR1/2 are expressed by rare mesenchymal progenitors in putative MSC niches in vivo, including the perichondrium, periosteum, and trabecular marrow. FGFR1⁺ cells often appeared as pericytes. These cells display a characteristic MSC phenotype in vitro when expanded with FGF-2, which appears to maintain MSC stemness by inhibiting cellular senescence through a PI3K/AKT-MDM2 pathway and by promoting proliferation. FGFRs may therefore be involved in MSC self-renewal. In summary, FGFR1/2 are developmentally regulated markers of MSCs in vivo and in vitro and are important in maintaining MSC stemness.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 teacher head, 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".