Material properties, and in vitro and in vivo degradation of calcium polyphosphate
Bibliographic record
Abstract
The reduction in strength was mitigated if the structure was dissolved in cell culture media supplemented with proteins instead of deionized water. The reduction in mechanical properties for the wet, partially-dissolved, crystalline CPP was not as great as for the semi-crystalline CPP. Osteoarthritis is a mobility-impairing and painful joint disease with no known cure. A promising remedial technology is the development of an osteochontral implant that presents tissue-engineered cartilage on one face, and a porous, inorganic supporting structure composed of calcium polyphosphate on the other. Once implanted in an osteochondral defect, the ideal supporting structure dissolves at the same rate as bone in-growth, re-creating the bone-cartilage interface. Calcium polyphosphate (CPP) is a unique ceramic composed of calcium and polyphosphate ions. Polyphosphate ions are polymers of phosphate ions linked together with P-O-P bonds. Polyphosphate polymers allow CPP to exist as a glass, crystalline solid, or semi-crystalline (part glass, part crystalline) solid. Divalent calcium ions allow CPP glass to transform into a hydrogel when exposed to aqueous solutions because strong cross-links can form between calcium and polyphosphate ions. In this thesis, the structure, mechanical properties and degradation of two groups of porous CPP sintered at different temperatures were examined. A semi-crystalline CPP resulted from sintering at a lower temperature. This semi-crystalline CPP dissolves more rapidly than CPP with a higher crystalline content because amorphous CPP forms a hydrogel and dissolves more rapidly than crystalline CPP. It is proposed that the ionic bonds that form between polyphosphate and calcium ions may delay new bone mineralization. Elevated in vivo concentrations of polyphosphate released from semi-crystalline CPP were co-located with unmineralized bone tissue. This suggests that a semi-crystalline CPP implant may delay mineralization of local new bone. The mechanical properties of as-sintered and CPP structures partially dissolved in deionized water or cell culture media were characterized with Weibull parameters. The characteristic strength and Weibull modulus were both reduced by partial dissolution of the semi-crystalline CPP structure. The reduction was larger if the sample was wet when tested. A wet sample contains weak hydrogel that can dry into a stronger glass.
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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) | 0.000 | 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) | 0.001 | 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".