[Development of glipizide push-pull osmotic pump controlled release tablets by using expert system and artificial neural network].

The purpose of this study is to develop glipizide push-pull osmotic pump (PPOP) tablets by using a formulation design expert system and an artificial neural network (ANN). Firstly, the expert system for the formulation design of osmotic pump of poor water-soluble drug was employed to design the formulation of glipizide PPOP, taking the dissolution test results of Glucotrol XL as the goal. Then glipizide PPOP was prepared according to the designed formulations and the in vitro dissolution was carried out. And in vivo evaluation was carried out between the samples which were similar to Glucotrol XL and the Glucotrol XL in Beagle dogs. The range of the factors of formulation and procedure, which could influence the drug release, was optimized using artificial neural network. Finally, the design space was found. It was found that the target formulation which was similar to Glucotrol XL in dissolution test could be obtained in a short period by using the expert system. The samples which were similar to Glucotrol XL were bio-equivalent to the Glucotrol XL in Beagle dogs. The design space of the key parameter coating weight gain was 9.5%-12.0%. It could be concluded that a well controlled product of glipizide PPOP was developed since the dissolution test standard of our product was more strict than that of Glucotrol XL.

Development of glycyrrhetinic acid-modified stealth cationic liposomes for gene delivery.

The glycyrrhetinic acid-modified stealth cationic liposomes (GA-PEG-CLs) loaded with pDNA (GA-PEG-CLPs) were developed and found to transfect human hepatocellular carcinoma cell line HepG2 with high efficiency. GA-PEG-CLs were comprised of DOTAP, cholesterol (Chol) and glycyrrhetinic acid-polyethyleneglycol-cholesterol conjugate (GA-PEG-Chol). Agarose gel electrophoresis revealed that 5% GA-PEG-CLs constituted by DOTAP/Chol/GA-PEG-Chol at molar ratio of 50:45:5 could completely entrap pDNA at a lower liposomes/pDNA weight ratios of 4:1 (N/P ratio: 1.14). Compared to ordinary cationic liposomes (CLs), steric cationic liposomes (PEG-CLs) and 1% GA-PEG-CLs made from DOTAP/Chol/MPEG2000-Chol/GA-PEG-Chol at molar ratio of 50:45:4:1, 5% GA-PEG-CLs were found to possess the highest transfection efficiency as gene vectors in serum-free or serum-containing medium in PKCalpha over-expressed HepG2 cells but no significance difference in human embryonic kidney cell line HEK 293. Additionally, 5% GA-PEG-CLs have the lowest cytotoxicity on human normal hepatocyte cell line L02. The competitive inhibition experiments mediated by GA were carried out in HepG2 cells, which demonstrated that GA-PEG-CLs could deliver selectively pDNA to hepatoma cells by the targeting moiety GA. In conclusion, GA-PEG-CLs containing 5% GA-PEG-Chol might be one of the most potential gene vectors as hepatoma targeting therapy.