Binding of Bone Sialoprotein, Osteopontin and Synthetic Polypeptides to Hydroxyapatite
Why this work is in the frame
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Bibliographic record
Abstract
The phosphorylated acidic glycoproteins bone sialoprotein (BSP) and osteopontin (OPN) bind to hydroxyapatite (HA) crystals and may be involved in the regulation of bone mineralization. The HA-binding properties of these proteins have been attributed to glutamic acid-rich sequences in BSP and aspartic acid-rich sequences in OPN. The present study examines the roles of these polycarboxylate sequences in the binding of BSP and OPN to HA. Porcine BSP, OPN and the synthetic polypeptides poly-L-glutamic acid [Poly(Glu)] and poly-L-aspartic acid [Poly(Asp)] were labeled with fluorescein isothiocyanate and their binding to HA determined by fluorimetry. From the binding isotherms, dissociation constants (KDs) for all the reagents tested were determined to be in the micromolar range. The saturation binding capacities of HA for Poly(Glu), Poly(Asp), BSP and OPN were similar (500-600 micrograms/m2). To investigate the role of glutamic acid-rich and aspartic acid-rich sequences in the binding to HA of BSP and OPN, respectively, competitive binding studies with Poly(Glu) and Poly(Asp) were performed. Poly(Glu) was able to displace a maximum of 100% of Poly(Glu), 81% of OPN, 68% of BSP and 65% of Poly(Asp). Poly(Asp) was able to displace a maximum of 100% of Poly(Glu), 99% of Poly(Asp), 95% of OPN and 89% of BSP. These results are consistent with the view that BSP and OPN bind to HA via their polycarboxylate sequences, but suggest a complex mode of interaction between polyelectrolytes and ionic crystals.
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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 | 0.001 | 0.001 |
| 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) | 0.000 | 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