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Record W4410845356 · doi:10.1016/j.ijpx.2025.100341

Development, characterization, and in vitro evaluation of poly(ethylene oxide)-block-poly(ε-caprolactone)-α-tocopheryl succinate micelles as a novel nanocarrier for rapamycin delivery

2025· article· en· W4410845356 on OpenAlexaff
Ziyad Binkhathlan, Abdullah K. Alshememry, Ahmad M Balkhair, Raisuddin Ali, Sulaiman S. Alhudaithi, Saad Alobid, Wajhul Qamar, Alhassan H. Aodah, Mohammad Reza Vakili, Afsaneh Lavasanifar

Bibliographic record

VenueInternational Journal of Pharmaceutics X · 2025
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsNanocarriersCaprolactoneEthylene oxideMicellePoly ethyleneChemistryOxideCharacterization (materials science)In vitroMaterials scienceDrug deliveryPolymer chemistryNuclear chemistryCopolymerNanotechnologyEthyleneOrganic chemistryAqueous solutionBiochemistryPolymer

Abstract

fetched live from OpenAlex

Rapamycin holds significant therapeutic potential for various diseases; however, its clinical application is limited by several formulation challenges, primarily its extremely low aqueous solubility (2.6 μg/mL). To address this, nanoparticle-based delivery systems have emerged as a promising strategy to enhance solubility and enable sustained drug release. Currently, Fyarro® (Aadi Bioscience, Inc.), an albumin-bound nanoparticle formulation, is the only FDA-approved injectable rapamycin product. In this study, we aimed to develop and evaluate novel poly(ethylene oxide)- block -poly(ε-caprolactone)-α-tocopheryl succinate (PEO- b -PCL-α-TS) micelles and assess their potential as a delivery system for rapamycin. PEO- b -PCL copolymers with varying PCL/PEO ratios were prepared via ring-opening polymerization and modified by α-TS conjugation, as confirmed by 1 H NMR, GPC, XRD, DSC analyses. The optimum rapamycin-loaded micelles (PEO 2000 - b -PCL 4000 -α-TS) exhibited nano-sized particles (< 22 nm) with a narrow polydispersity index (<0.29), high drug encapsulation efficiency (≥92 %), and enhanced solubility (>1.3 mg/mL). Stability studies demonstrated that encapsulation protected rapamycin from degradation, maintaining over 90 % drug retention for three months at 4 °C, while in vitro release studies showed sustained release, with 50 % of rapamycin released from PEO 2000 - b -PCL 4000 -α-TS micelles over 72 h. In vitro cytotoxicity assays revealed anticancer activity against lung carcinoma epithelial cells (A549), and the human colon adenocarcinoma cell line (HCT116). Minimal toxicity (≥70 % viability) was observed in normal human fibroblast cells (HFF1). These results point to the potential of PEO- b -PCL-α-TS micelles as a promising nanocarrier system, offering improved rapamycin solubility, enhanced stability, sustained release, and effective anticancer activity.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.081
Threshold uncertainty score0.563

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.050
GPT teacher head0.332
Teacher spread0.283 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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