| Literature DB >> 26089664 |
Fong Yen Woo1, Mahiran Basri2, Hamid Reza Fard Masoumi1, Mansor B Ahmad1, Maznah Ismail3.
Abstract
Galantamine hydrobromide (GH) is an effective drug for Alzheimer's disease. It is currently delivered via the oral route, and this might cause nausea, vomiting, and gastrointestinal disturbance. In the present work, GH was formulated in a gel-type drug reservoir and then optimized by using response surface methodology (RSM) based on central composite design. This optimization study involved three independent variables (carbopol amount, triethanolamine amount, and GH amount) and two dependent variables (cumulative drug release amount at 8 hours and the permeation flux of drug). Two models using expert design software were fitted into a quadratic polynomial model. The optimized gel was formulated with 0.89% w/w carbopol, 1.16% w/w triethanolamine, and 4.19% w/w GH. Optimization analysis revealed that the proposed formulation has the predicted cumulative drug release amount at 8 hours of 17.80 mg·cm(-2) and the predicted permeation flux of 2.27 mg·cm(-2)/h. These predicted values have good agreement to actual cumulative drug release amount at 8 hours (16.93±0.08 mg·cm(-2)) and actual permeation flux (2.32±0.02 mg·cm(-2)/h). This optimized reservoir formulation was then fabricated in the transdermal patch system. This patch system has moderate pH, high drug content, and controlled drug-release pattern. Thus, this patch system has the potential to be used as the drug carrier for the treatment of Alzheimer's disease.Entities:
Keywords: Franz diffusion cell; analysis of variance; central composite design; response surface methodology
Mesh:
Substances:
Year: 2015 PMID: 26089664 PMCID: PMC4462858 DOI: 10.2147/IJN.S80253
Source DB: PubMed Journal: Int J Nanomedicine ISSN: 1176-9114
Coded level of independent variables used in the CCD matrix
| Independent variables | Coded levels
| ||||
|---|---|---|---|---|---|
| −2 | −1 | 0 | +1 | +2 | |
| Carbopol amount, | 0.10 | 0.30 | 0.50 | 0.70 | 0.90 |
| Triethanolamine amount, | 1.00 | 2.00 | 3.00 | 4.00 | 5.00 |
| Galantamine hydrobromide amount, | 1.00 | 2.00 | 3.00 | 4.00 | 5.00 |
Abbreviation: CCD, central composite design.
Independent and dependent variables in CCD for gel-type drug reservoir
| Run number | Type | Independent variables, | Dependent variables, | |||
|---|---|---|---|---|---|---|
| Carbopol amount, | Triethanolamine amount, | Galantamine hydrobromide amount, | Cumulative drug release amount at 8 hours, | Permeation flux, | ||
| 1 | Axial | 0.50 | 3.00 | 5.00 | 11.11±0.38 | 1.43±0.05 |
| 2 | Factorial | 0.30 | 4.00 | 2.00 | 5.40±0.00 | 0.69±0.00 |
| 3 | Center | 0.50 | 3.00 | 3.00 | 5.38±0.07 | 0.69±0.01 |
| 4 | Axial | 0.50 | 5.00 | 3.00 | 0.17±0.00 | 0.02±0.00 |
| 5 | Factorial | 0.70 | 4.00 | 2.00 | 0.17±0.00 | 0.02±0.00 |
| 6 | Center | 0.50 | 3.00 | 3.00 | 4.95±0.12 | 0.64±0.02 |
| 7 | Factorial | 0.70 | 4.00 | 4.00 | 3.28±0.13 | 0.42±0.02 |
| 8 | Factorial | 0.30 | 4.00 | 4.00 | 10.94±0.27 | 1.39±0.04 |
| 9 | Center | 0.50 | 3.00 | 3.00 | 5.08±0.41 | 0.65±0.06 |
| 10 | Axial | 0.10 | 3.00 | 3.00 | 15.43±0.39 | 1.95±0.05 |
| 11 | Center | 0.50 | 3.00 | 3.00 | 4.15±0.14 | 0.53±0.02 |
| 12 | Factorial | 0.70 | 2.00 | 4.00 | 9.18±0.21 | 1.17±0.03 |
| 13 | Factorial | 0.30 | 2.00 | 2.00 | 4.94±0.26 | 0.64±0.03 |
| 14 | Center | 0.50 | 3.00 | 3.00 | 4.33±0.28 | 0.55±0.04 |
| 15 | Factorial | 0.70 | 2.00 | 2.00 | 4.69±0.09 | 0.60±0.02 |
| 16 | Axial | 0.50 | 3.00 | 1.00 | 1.80±0.00 | 0.31±0.13 |
| 17 | Factorial | 0.30 | 2.00 | 4.00 | 10.43±0.57 | 1.33±0.07 |
| 18 | Axial | 0.50 | 1.00 | 3.00 | 8.13±0.06 | 1.04±0.01 |
| 19 | Center | 0.50 | 3.00 | 3.00 | 5.48±0.09 | 0.70±0.02 |
| 20 | Axial | 0.90 | 3.00 | 3.00 | 6.56±0.05 | 0.84±0.01 |
Abbreviation: CCD, central composite design.
ANOVA for the model with 95% confidence level
| Dependent variables | Adjusted | Standard deviation | |||
|---|---|---|---|---|---|
| Cumulative drug release amount at 8 hours ( | 63.70 | <0.0001 | 0.9780 | 0.9581 | ±0.78 |
| Permeation flux ( | 59.49 | <0.0001 | 0.9759 | 0.9542 | ±0.10 |
Abbreviation: ANOVA, analysis of variance.
Figure 1The effect of (A) carbopol amount, (B) triethanolamine amount, and (C) galantamine hydrobromide on the cumulative drug release amount at 8 hours.
Figure 2The effect of (A) carbopol amount, (B) triethanolamine amount, and (C) galantamine hydrobromide on permeation flux.
Figure 3Three-dimensional contour plot that show interactions between two independent variables (carbopol amount and triethanolamine amount) on (A) cumulative drug release amount at 8 hours and (B) permeation flux.
Predicted and actual cumulative drug release at 8 hours and permeation flux for gel-type drug reservoir
| Response variables ( | Predicted | Actual | Standard deviation |
|---|---|---|---|
| Cumulative drug release at 8 hours ( | 17.80 mg·cm−2 | 16.93±0.08 mg·cm−2 | ±0.62 |
| Permeation flux ( | 2.27 mg·cm−2/h | 2.32±0.02 mg·cm−2/h | ±0.04 |
Characteristics of gel-type drug reservoir and patch system (mean ± SD; n=3)
| Formulation | Gel | Patch |
|---|---|---|
| pH | 7.12±0.20 | 7.09±0.11 |
| Drug content (%) | 99.39±0.61 | 96.97±2.68 |
| Drug release amount at 8 hours (mg·cm−2) | 14.05±0.52 | 5.88±0.23 |
| Percentage of drug release at 8 hours (%) | 98.99±0.49 | 68.71±2.69 |
| Concentration of drug at 8 hours (mg/mL) | 82.95±0.41 | 28.79±1.13 |
| Permeation flux (mg·cm−2/h) | 2.32±0.02 | 0.75±0.04 |