Poloxamer 407-Based Hydrogels Containing Rutin Increase the In Vitro and In Vivo Wound Healing Phenomena
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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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".