Stanniocalcin 1 Stimulates Osteoblast Differentiation in Rat Calvaria Cell Cultures
Bibliographic record
Abstract
Stanniocalcin 1 (STC1) is a mammalian homolog of STC, the fish calcium/phosphate-regulating polypeptide whose functions are only beginning to be elucidated. Recently, we demonstrated that STC1 stimulates, in an autocrine/paracrine fashion, bone mineralization by increasing phosphate uptake in osteoblasts apparently via the functional activity of the sodium-dependent phosphate transporter, Pit1. We have now assessed the role of STC1 on osteoblast development in fetal rat calvaria (RC) cell cultures. STC1 mRNA and protein were differentially expressed over the time course of cultures, and dexamethasone, a potent stimulator of differentiation in this model, shifted peak STC1 expression levels to earlier times. Overexpression [recombinant human (rh) STC1] and underexpression (antisense oligonucleotides) of STC1 accelerated and retarded, respectively, osteogenic development as well as osteopontin and osteocalcin mRNA expression in mature osteoblast cultures, but not osteoprogenitor cell cultures. Dexamethasone shifted the effective doses required for these effects to higher and lower concentrations of antisense oligonucleotides and rhSTC1, respectively. Concomitantly, rhSTC1 increased both sodium-dependent phosphate uptake and Pit1 gene expression in nodule formation stages, but not in primitive progenitor stages of RC cell cultures. Thus, STC1 accelerates osteoblast development in an autocrine/paracrine manner in the RC cell culture model.
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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 | 0.000 | 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 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".