The enamel protein ODAM promotes mineralization in a collagen matrix
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose/aim of the study: Odontogenic ameloblast-associated protein (ODAM) is predominantly expressed during the maturation stage of enamel formation and interacts strongly with amelotin (AMTN). AMTN is involved in enamel mineralization, but the effect of ODAM on mineralization has not been investigated. This study determined whether ODAM was able to induce hydroxyapatite (HA) mineralization in modified simulated body fluid (SBF) and in a collagen matrix in vitro. MATERIALS AND METHODS: To monitor the kinetics of calcium phosphate mineralization, recombinant human (rh) ODAM protein in SBF buffer was incubated at 37°C and a light-scattering assay was conducted at intervals. To investigate the nucleation of ODAM in collagen matrix, the ODAM-impregnated collagen hydrogel was incubated in SBF buffer for 24 hours. Bovine serum albumin (BSA) was used as negative control. Mineral deposits were visualized using electron microscopy. RESULTS: The presence of rh-ODAM protein in SBF resulted in higher light-scattering values after 18-24 hours. Calcium phosphate precipitates were observed on the surface of the ODAM-treated, but not BSA-treated collagen hydrogel after 24 hours in SBF. TEM and SAED analyses showed that these crystals consisted of needle-like HA. CONCLUSION: Similar to AMTN, ODAM is able to promote HA nucleation in a dose-dependent manner in SBF, and even outside of its biological context in vitro.
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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 | 0.002 |
| 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 | 0.001 |
| 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