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Objective:To investigate the inhibitory effect of small interfering RNA-Yes-associated protein 1 (siRNA-YAP1) on epithelial-mesenchymal transition (EMT) in human lens epithelial cells (LECs) induced by transforming growth factor-β 2 (TGF-β 2). Methods:Human LECs line (HLEB-3) was cultured and divided into normal control group and TGF-β 2 induced group.The cells in the normal control group were treated with serum-free low-glucose medium for 24 hours, and the cells in the TGF-β 2 induced group were treated with additional 10 ng/ml TGF-β 2 for 24 hours.The cultured HLEB-3 cells were divided into siRNA empty vector group, siRNA-YAP1 transfection group, siRNA empty vector+ TGF-β 2 group and siRNA-YAP1+ TGF-β 2 group, and the cells were transfected with plasmid including siRNA empty vector or siRNA-YAP1 sequence according to grouping.The relative expression levels of YAP1 mRNA and protein in various groups were detected and compared by quantitative real-time polymerase chain reaction (PCR), immunofluorescence and Western blot assay, respectively.The relative expression levels of EMT marker proteins (E-cadherin and Vimentin proteins) in various groups were detected by immunofluorescence and Western blot assay. Results:Compared with the normal control group, the expression level of E-cadherin protein was decreased (1.180±0.118 vs.0.830±0.104) and the Vimentin protein was increased (0.797±0.110 vs.1.240±0.110) in the TGF-β 2 induced group, with significant differences between the two groups ( t=3.857, P=0.018; t=-4.933, P=0.008).The relative expression levels of YAP1 mRNA and protein in the TGF-β 2 induced group were significantly increased in comparison with the normal control group (2.200±0.193 vs.1.136±0.123; 1.203±0.121 vs.0.967±0.025), with significant differences between the two groups ( t=-9.288, P<0.01; t=-3.329, P=0.029).Compared with the siRNA empty vector group, the expression levels of YAP1 mRNA and protein in the siRNA-YAP1 transfection group were significantly reduced (both at P<0.01).Compared with the siRNA empty vector+ TGF-β 2 group, the relative expression level of E-cadherin protein was significantly enhanced and the expression level of Vimentin protein was significantly reduced in the siRNA-YAP1+ TGF-β 2 group (both at P<0.01). Conclusions:YAP1 participates in the TGF-β 2 induced EMT in human LECs, and siRNA-YAP1 can suppress the EMT process.
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The drug formulation design of self-emulsifying drug delivery systems (SEDDS) often requires numerous experiments, which are time- and money-consuming. This research aimed to rationally design the SEDDS formulation by the integrated computational and experimental approaches. 4495 SEDDS formulation datasets were collected to predict the pseudo-ternary phase diagram by the machine learning methods. Random forest (RF) showed the best prediction performance with 91.3% for accuracy, 92.0% for sensitivity and 90.7% for specificity in 5-fold cross-validation. The pseudo-ternary phase diagrams of meloxicam SEDDS were experimentally developed to validate the RF prediction model and achieved an excellent prediction accuracy (89.51%). The central composite design (CCD) was used to screen the best ratio of oil-surfactant-cosurfactant. Finally, molecular dynamic (MD) simulation was used to investigate the molecular interaction between excipients and drugs, which revealed the diffusion behavior in water and the role of cosurfactants. In conclusion, this research combined machine learning, central composite design, molecular modeling and experimental approaches for rational SEDDS formulation design. The integrated computer methodology can decrease traditional drug formulation design works and bring new ideas for future drug formulation design.
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To study the in situ intestinal absorption kinetics of flrubiprofen in rats, the absorption of flurbiprofen in small intestine (duodenum, jejunum and ileum) and colon of rats was investigated using in situ single-pass perfusion method and the drug content was measured by HPLC. The effects of drug concentration on the intestinal absorption were investigated. The K(a) and P(app) values of flurbiprofen in the small intestine and colon had no significant difference (P > 0.05). Drug concentration (4.0, 10.0 and 16.0 mg x L(-1)) had no significant influence on the K(a) values (P > 0.05). However, when concentration was 4.0 mg x L(-1) and 10.0 mg x L(-1), significant effect on the P(app) values (P 0.05). The K(a) and P(app) values of flurbiprofen on the perfusion flow rate had significant difference (P < 0.05). Flurbiprofen could be absorbed at all segments of the intestine in rats and had no special absorption window. The absorption of flurbiprofen complies with the facilitated diffusion in the general intestinal segments, and accompany with the cytopsistransport mechanism probably. The perfusion flow rate had significant effect on the K(a) and P(app).
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To increase the dissolution rate and extent of valsartan, valsartan nanosuspensions have been prepared. Controlled precipitation assisted with sonication is utilized to prepare valsartan nanosuspensions, the concentration of the drug, stabilizer and costablizer had a great effect on the stability of the preparation according to the pre-experiment. So the method of central composite design-response surface is used to optimize the prescription based on the above three factors and the particle size as the response value. The software Origin 8.0 is used to draw the view of the three-dimensional effects and 2D contour map, to get the optimal prescription area. Valsartan nanosuspensions were prepared. The mean diameter and zeta potential are about 216.6 nm and -57.7 mV, respectively. Compared with the microsuspensions and commercial preparation, the dissolution of valsartan nanosuspensions was faster and the bioavailability can be enhanced to some extent.
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OBJECTIVE: To prepare bezafibrate osmotic pump tablets(BOPT) and optimize its formulation by central composite design-response surface methodology(CCDRSM).METHODS: The amount of polyoxyethylene(PEO) N80 which used as an adjuvant of Bezafibrate osmotic pump tablets(A),the amount of Na2CO3(B),and the coating weight increase(C) were used as 3 factors for investigation,and the cumulative release amount at 1 h and 6 h respectively,and the linear correlation coefficient(r) of the cumulative release amount versus time were taken as indexes.The formulation of BOPT was optimized by CCDRSM and the optimized formulation was verified.RESULTS: The optimized formulation obtained was as follows: A 40 mg,B 20 mg,and C 29 mg.The tablets prepared in optimized formulation demonstrated good release behavior,with the absolute value of deviation of each index being less than 5%.CONCLUSION: The CCDRSM can be applied to optimize the formulation of BOPT and the established model is of satisfactory predictive value.
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OBJECTIVE: To observe the effects of different types of carbomers on percutaneous permeability of oxaprozin gels in vitro and to opitmize the formulation of oxaprozin gel. METHODS: The permeability test in vitro was carried out by using Franz diffusion cell with rats' ex vivo skin as barrier. RESULTS: The ex vivo permeability of oxaprozin gel was the best when the carbomer 940 used as its base material with its ex vivo permeability coefficient at 22.77?g/ (cm2?h) . CONCLUSION : The optimized gel base material can act as bases for the production of oxaprozin gel.