Novel Bilayer Microarray Patch‐Assisted Long‐Acting Micro‐Depot Cabotegravir Intradermal Delivery for HIV Pre‐Exposure Prophylaxis
Bibliographic record
Abstract
Abstract Injectable long‐acting cabotegravir (CAB LA) is effective and safe for pre‐exposure HIV prophylaxis. It is recently approved for clinical use in those at high risk of contracting HIV. However, injections are invasive and access to trained healthcare personnel to administer CAB LA can be limited, especially in low‐income countries (LICs). Herein, for the first time, the development of a bilayer microarray patch (MAP) with unique design and novel formulation as a potential alternative self‐administrated intradermal delivery system for CAB is reported. The novel MAP has a high drug load (≈3 mg/0.5 cm 2 of CAB LA or its micronized sodium salt) and fast‐dissolving tips (<30 min) and shows good mechanical properties and skin insertion capabilities. Importantly, in preclinical in vivo studies using Sprague Dawley rats, this MAP is able to implant the drug‐loaded tips in the skin, forming micro‐depots. Both drug forms are then released in a sustained manner, maintaining human therapeutic levels in the rats for one month after a single application. Weekly repeated MAP dosing in the rats showed the MAPs to be reproducible and well‐tolerated. This bilayer MAP presents a promising minimally‐invasive, self‐administered, alternative delivery system for CAB for enhanced HIV prevention, especially in LICs.
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 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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".