Biodegradable Block Copolymer Micelles with Thiol-Responsive Sheddable Coronas
Bibliographic record
Abstract
Novel sheddable micelles having hydrophilic coronas capable of being shed from biodegradable polylactide (PLA) cores by the cleavage of disulfide linkages in response to thiols were prepared by aqueous micellization of PLA-based amphiphilic block copolymers functionalized with disulfides at block junctions. These well-defined copolymers were synthesized by a combination of ring-opening polymerization and atom transfer radical polymerization in the presence of a new disulfide-functionalized double-head initiator having both terminal OH and Br groups. (1)H NMR and GPC results indicate that both polymerizations were well-controlled with molecular weight distribution as low as M(w)/M(n) < 1.2. Aqueous micellization to form core/shell micelles with disulfides at the interface of PLA cores and hydrophilic coronas and their thiol-responsive degradation were investigated. In the presence of water-soluble thiols, disulfide linkages in the micelles were cleaved and hydrophilic coronas were lost, causing PLA cores to precipitate due to the loss of colloidal stability. In a biomedical perspective, the new sheddable micelles were not cytotoxic and hence biocompatible.
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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".