Bioactive Hydrogel Dressing with Inherent Antimicrobial and Antioxidant Activity for Wound Healing
Bibliographic record
Abstract
Bacterial infection and oxidative stress are major hindrances to wound healing. Designing bioactive wound dressings with inherent antibacterial and antioxidant activities is highly desirable. Herein, a novel multifunctional hydrogel was synthesized via a Schiff-base reaction between the amino groups of sericin and the aldehyde moieties of 2,3,4-trihydroxybenzaldehyde (THBA). The resulting hydrogel exhibited stable mechanical strength, exceptional tissue adhesiveness, and good biocompatibility, along with porous structures, a high swelling ratio, suitable gelation time, and adjustable degradability. In vitro experiments confirmed its inherent antibacterial and antioxidant capabilities, while in vivo studies using a full-thickness skin wound model in mice revealed accelerated wound healing and enhanced collagen deposition. These findings collectively underscore the potential of the sericin/THBA (SeT) hydrogel as an advanced dressing for effective wound management.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".