A peptide carrier for the delivery of elastin into fibroblast cells
Bibliographic record
Abstract
BACKGROUND: Transmembrane delivery of active peptides and proteins, including skin delivery of cosmeceutical proteins such as collagen and elastin, has been a challenging issue. Amphipathic cell-penetrating peptides (CPPs) have been proposed as carrier peptides to mediate cellular uptake of proteins without covalent binding. MATERIALS AND METHODS: In this study, we have used a short peptide, Pep-1, as our CPP to transport elastin into fibroblast cells. Different ratios of Pep-1/elastin complexes were produced by using a fixed amount of elastin and different molar ratio of Pep-1. The ability of transduction into cells was determined by fluorescence microscopy. The characteristics of Pep-1/elastin complexes were monitored using scanning electron microscopy and photon correlation spectroscopy. RESULTS: No cellular toxicity was observed in cells treated with Pep-1/elastin complex. Finally, we determined a Pep-1 : elastin ratio of 10 : 1 as the most effective ratio in cellular delivery of elastin. CONCLUSION: Pep-1 mediated fast and effective delivery of elastin as a cosmetic protein into fibroblast cells in the treatment of skin-aging symptoms.
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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".