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1.
Pharm Res ; 38(11): 1915-1929, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34851498

ABSTRACT

Imaging-based characterization of polymeric drug-eluting implants can be challenging due to the microstructural complexity and scale of dispersed drug domains and polymer matrix. The typical evaluation via real-time (and accelerated in vitro experiments not only can be very labor intensive since implants are designed to last for 3 months or longer, but also fails to elucidate the impact of the internal microstructure on the implant release rate. A novel characterization technique, combining multi-scale high resolution three-dimensional imaging, was developed for a mechanistic understanding of the impact of formulation and manufacturing process on the implant microstructure. Artificial intelligence-based image segmentation and imaging analytics convert "visualized" structural properties into numerical models, which can be used to calculate key parameters governing drug transport in the polymer matrix, such as effective permeability. Simulations of drug transport in structures constructed on the basis of image analytics can be used to predict the release rates for the drug-eluting implant without running lengthy experiments. Multi-scale imaging approach and image-based characterization generate a large amount of quantitative structural information that are difficult to obtain experimentally. The direct-imaging based analytics and simulation is a powerful tool and has potential to advance fundamental understanding of drug release mechanism and the development of robust drug-eluting implants.


Subject(s)
Drug Implants/pharmacokinetics , Drug Liberation , Drug Compounding/methods , Imaging, Three-Dimensional , Microscopy, Electron, Scanning , Polymers , Tomography, X-Ray Computed
2.
J Med Chem ; 59(7): 3489-98, 2016 Apr 14.
Article in English | MEDLINE | ID: mdl-27011007

ABSTRACT

Herein, we describe the development of a functionally selective liver X receptor ß (LXRß) agonist series optimized for Emax selectivity, solubility, and physical properties to allow efficacy and safety studies in vivo. Compound 9 showed central pharmacodynamic effects in rodent models, evidenced by statistically significant increases in apolipoprotein E (apoE) and ATP-binding cassette transporter levels in the brain, along with a greatly improved peripheral lipid safety profile when compared to those of full dual agonists. These findings were replicated by subchronic dosing studies in non-human primates, where cerebrospinal fluid levels of apoE and amyloid-ß peptides were increased concomitantly with an improved peripheral lipid profile relative to that of nonselective compounds. These results suggest that optimization of LXR agonists for Emax selectivity may have the potential to circumvent the adverse lipid-related effects of hepatic LXR activity.


Subject(s)
ATP-Binding Cassette Transporters/metabolism , Alzheimer Disease/drug therapy , Amyloid beta-Peptides/cerebrospinal fluid , Apolipoproteins E/cerebrospinal fluid , Benzamides/chemistry , Benzamides/pharmacology , Orphan Nuclear Receptors/agonists , Piperidines/chemistry , Piperidines/pharmacology , Animals , Brain/drug effects , Brain/metabolism , Dogs , Hep G2 Cells , Humans , Lipids/analysis , Liver/drug effects , Liver/metabolism , Liver X Receptors , Locomotion/drug effects , Macaca mulatta , Madin Darby Canine Kidney Cells , Mice , Mice, Transgenic
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