The concept of using precipitation inhibitors (PIs) to sustain supersaturation is well established for amorphous formulations but less in the case of lipid-based formulations (LBF). This study applied a systematic -- approach to assess the merits of incorporating PIs in supersaturated LBFs (sLBF) using the model drug venetoclax. sLBFs containing hydroxypropyl methylcellulose (HPMC), hydroxypropyl methylcellulose acetate succinate (HPMCAS), polyvinylpyrrolidone (PVP), PVP--vinyl acetate (PVP/VA), Pluronic F108, and Eudragit EPO were assessed calculating a drug-excipient mixing enthalpy, using a PI solvent shift test, and finally, bioavailability was assessed in landrace pigs. The estimation of pure interaction enthalpies of the drug and the excipient was deemed useful in determining the most promising PIs for venetoclax. The sLBF alone (i.e., no PI present) displayed a high initial drug concentration in the aqueous phase during screening. sLBF with Pluronic F108 displayed the highest venetoclax concentration in the aqueous phase and sLBF with Eudragit EPO the lowest. , the sLBF alone showed the highest bioavailability of 26.3 ± 14.2%. Interestingly, a trend toward a decreasing bioavailability was observed for sLBF containing PIs, with PVP/VA being significantly lower compared to sLBF alone. In conclusion, the ability of a sLBF to generate supersaturated concentrations of venetoclax was translated into increased absorption . While and PI screening suggested benefits in terms of prolonged supersaturation, the addition of a PI did not increase bioavailability. The findings of this study are of particular relevance to pre-clinical drug development, where the high exposure of venetoclax was achieved using a sLBF approach, and despite the perceived risk of drug precipitation from a sLBF, including a PI may not be merited in all cases.
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http://dx.doi.org/10.1021/acs.molpharmaceut.0c00645 | DOI Listing |
Pharmaceutics
September 2021
School of Pharmacy, University College Cork, T12 YT20 Cork, Ireland.
In response to the increasing application of machine learning (ML) across many facets of pharmaceutical development, this pilot study investigated if ML, using artificial neural networks (ANNs), could predict the apparent degree of supersaturation (aDS) from two supersaturated LBFs (sLBFs). Accuracy was compared to partial least squares (PLS) regression models. Equilibrium solubility in Capmul MCM and Maisine CC was obtained for 21 poorly water-soluble drugs at ambient temperature and 60 °C to calculate the aDS ratio.
View Article and Find Full Text PDFMol Pharm
June 2021
School of Pharmacy, University College Cork, College Road, T12 YN60 Cork, Ireland.
The concept of using precipitation inhibitors (PIs) to sustain supersaturation is well established for amorphous formulations but less in the case of lipid-based formulations (LBF). This study applied a systematic -- approach to assess the merits of incorporating PIs in supersaturated LBFs (sLBF) using the model drug venetoclax. sLBFs containing hydroxypropyl methylcellulose (HPMC), hydroxypropyl methylcellulose acetate succinate (HPMCAS), polyvinylpyrrolidone (PVP), PVP--vinyl acetate (PVP/VA), Pluronic F108, and Eudragit EPO were assessed calculating a drug-excipient mixing enthalpy, using a PI solvent shift test, and finally, bioavailability was assessed in landrace pigs.
View Article and Find Full Text PDFPharmaceutics
June 2020
School of Pharmacy, University College Cork, College Road, T12 YN60 Cork, Ireland.
Increasing numbers of beyond Rule-of-Five drugs are emerging from discovery pipelines, generating a need for bio-enabling formulation approaches, such as lipid-based formulations (LBF), to ensure maximal in vivo exposure. However, many drug candidates display insufficient lipid solubility, leading to dose-loading limitations in LBFs. The aim of this study was to explore the potential of supersaturated LBFs (sLBF) for the beyond Rule-of-Five drug venetoclax.
View Article and Find Full Text PDFZh Vyssh Nerv Deiat Im I P Pavlova
December 1988
The speed of local blood flow (SLBF) in positive emotiogenic hypothalamic zones was recorded in free-moving white rats, by the method of hydrogen clearance, in states of passive and active alertness, in conditions of artificial (local) activation (by cathode) and inactivation (by DC anode) and also during stimulation of other positive and negative emotiogenic structures. It was established that the natural or artificial activation of the emotiogenic brain zones elicits an increase of SLBF and the inactivation evokes its reduction. Blood flow of the positive emotiogenic brain zones is intensified by stimulation of other positive emotiogenic structures, is reduced by stimulation of the negative emotiogenic zones and does not change at stimulation of emotionally neutral zones.
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