Transformation of Poorly Water-Soluble Drugs into Lipophilic Ionic Liquids Enhances Oral Drug Exposure from Lipid Based Formulations
Why this work is in the frame
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Bibliographic record
Abstract
Absorption after oral administration is a requirement for almost all drug products but is a challenge for drugs with intrinsically low water solubility. Here, the weakly basic, poorly water-soluble drugs (PWSDs) itraconazole, cinnarizine, and halofantrine were converted into lipophilic ionic liquids to facilitate incorporation into lipid-based formulations and integration into lipid absorption pathways. Ionic liquids were formed via metathesis reactions of the hydrochloride salt of the PWSDs with a range of lipophilic counterions. The resultant active pharmaceutical ingredient-ionic liquids (API-ILs) were liquids or low melting point solids and either completely miscible or highly soluble in lipid based, self-emulsifying drug delivery systems (SEDDS) comprising mixtures of long or medium chain glycerides, surfactants such as Kolliphor-EL and cosolvents such as ethanol. They also readily incorporated into the colloids formed in intestinal fluids during lipid digestion. Itraconazole docusate or cinnarizine decylsulfate API-ILs were subsequently dissolved in long chain lipid SEDDS at high concentration, administered to rats and in vivo exposure assessed. The data were compared to control formulations based on the same SEDDS formulations containing the same concentrations of drug as the free base, but in this case as a suspension (since the solubility of the free base in the SEDDS was much lower than the API-ILs). For itraconazole, comparison was also made to a physical mixture of itraconazole free base and sodium docusate in the same SEDDS formulation. For both drugs plasma exposure was significantly higher for the API-IL containing formulations (2-fold for cinnarizine and 20-fold for itraconazole), when compared to the suspension formulations (or the physical mixture in the case of itraconazole) at the same dose. The liquid SEDDS formulations, made possible by the use of the API-ILs, also provide advantages in dose uniformity, capsule filling, and stability compared to similar suspension formulations. The data suggest that the formation of lipophilic ionic liquids provides a means of increasing dissolved-drug loading in lipid based formulations and thereby promoting the exposure of poorly water-soluble drugs after oral administration.
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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 it