In vitro antiatherogenicity of extracts from Halimeda incrassata seaweed: antioxidant activity and smooth muscle cell migration studies
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
Osteogenesis is one of the principal components of periodontal tissue development as well as regeneration. As pluripotent cells with unlimited proliferative potential and differentiation ability to all germ layer representatives, embryonic stem cells also hold the promise to become a cell source in bone tissue engineering. Our aim was to investigate osteogenic differentiation potential of human embryonic stem cells (hESCs) under the inductive influence of human periodontal ligament fibroblast (hPDLF) monolayers. After being expanded and characterized morphologically and immunohistochemically, hESCs (HUES-9) were cocultured with hPDLFs for 28 days. Two groups were established: (i) osteogenic induction group with ascorbic acid, beta-glycerophosphate, and dexamethasone containing hESC differentiation medium; and (ii) spontaneous differentiation group cultured in hESC differentiation medium. Morphological shift in cells was analyzed under an inverted microscope, and immunohistochemistry was performed on fixed specimens at days 1 and 28 using antibodies against alkaline phosphatase, osteonectin, osteopontin, bone sialoprotein (BSP), and osteocalcin (OSC). Reverse transcription-polymerase chain reaction was utilized for the detection of octameric binding protein-4, BSP, and OSC expression at mRNA level. Mineralization was assessed using alizarin red, and the surface topology shift in colonies was demonstrated with scanning electron microscopy. Results indicate the feasibility of osteogenic differentiation of hESCs in coculture, and suggest a role of periodontal ligament fibroblasts in their differentiation patterns. Advances in the field could allow for potential utilization of hESCs in periodontal tissue engineering applications involving regeneration of bone in periodontal compartment lost as a result of destructive periodontal diseases.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 it