Poloxamer 407-Based Hydrogels Containing Rutin Increase the In Vitro and In Vivo Wound Healing Phenomena
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
Rutin is a flavonoid glycoside found in many plants, known for its various pharmacological properties. However, its therapeutic potential is limited by its low water solubility, which restricts its bioavailability. Poloxamer 407 (P407) is a multifunctional excipient, which has proven effective in delivering poorly water-soluble drugs and promoting the healing process. Based on this information, this study investigates the wound healing potential of rutin-loaded P407 hydrogels, as an innovative pharmaceutical formulation. In vitro scratch assays on human keratinocytes revealed that combining rutin with P407 significantly enhances cell proliferation as compared to the single components. Moreover, the proposed hydrogel improved wound healing more effectively in rats than the free drug or the commercial wound dressing DuoDERM. Histological analyses confirmed that the formulation increased epithelialization and collagen synthesis in injured epidermises. These findings provide a strong rationale for the use of rutin-loaded P407 hydrogels for the treatment of skin injuries.
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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 | 0.000 |
| 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