| Literature DB >> 24250375 |
Sanjay Singh1, Rabinarayan Parhi, Anuj Garg.
Abstract
The objective of this work was to develop bioadhesive topical gel of Aceclofenac with the help of response-surface approach. Experiments were performed according to a 3-level factorial design to evaluate the effects of two independent variables [amount of Poloxamer 407 (PL-407 = X1) and hydroxypropylmethyl cellulose K100 M (HPMC = X2)] on the bioadhesive character of gel, rheological property of gel (consistency index), and in-vitro drug release. The best model was selected to fit the data. Mathematical equation was generated by Design Expert® software for the model which assists in determining the effect of independent variables. Response surface plots were also generated by the software for analyzing effect of the independent variables on the response. Quadratic model was found to be the best for all the responses. Both independent variable (X1 and X2) were found to have synergistic effect on bioadhesion (Y1) but the effect of HPMC was more pronounced than PL-407. Consistency index was enhanced by increasing the level of both independent variables. An antagonistic effect of both independent variables was found on cumulative percentage release of drug in 2 (Y3) and 8 h (Y4). Both independent variables approximately equally contributed the antagonistic effect on Y3 whereas antagonistic effect of HPMC was more pronounced than PL-407. The effect of formulation variables on the product characteristics can be easily predicted and precisely interpreted by using a 3-level factorial experimental design and generated quadratic mathematical equations.Entities:
Keywords: Aceclofenac; Design; HPMC; Three-level factorial design; Topical bioadhesive gel
Year: 2011 PMID: 24250375 PMCID: PMC3813046
Source DB: PubMed Journal: Iran J Pharm Res ISSN: 1726-6882 Impact factor: 1.696
Factors (independent variables), factor levels and responses (dependent variables) used in 3-level factorial experimental design
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| X1- Amount of Poloxamer 407 in gel (%w/w) | Numeric | 20 | 25 | 30 | Y1- Bioadhesive character (in gf) |
| X2- Amount of HPMC in gel (%w/w) | Numeric | 2 | 3 | 4 | Y2- Consistency index (in dyne/cm sq) |
| Y3- CPR in 2 h (%) | |||||
| Y4- CPR in 8 h (%) | |||||
Experimental design for preparation of different batches
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| 4 | 1 | 20 | 3 |
| 5 | 2 | 25 | 3 |
| 10 | 3 | 25 | 3 |
| 9 | 4 | 30 | 4 |
| 3 | 5 | 30 | 2 |
| 6 | 6 | 30 | 3 |
| 12 | 7 | 25 | 3 |
| 13 | 8 | 25 | 3 |
| 8 | 9 | 25 | 4 |
| 11 | 10 | 25 | 3 |
| 7 | 11 | 20 | 4 |
| 1 | 12 | 20 | 2 |
| 2 | 13 | 25 | 2 |
Results for bioadhesion, consistency index and in-vitro drug release studies of prepared topical bioadhesive gel with 3-level factorial experimental design
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| 1 | 53 | 8881 | 27.57 | 53.8 |
| 2 | 60 | 10127 | 22.81 | 50.86 |
| 3 | 61 | 10154 | 22.81 | 50.86 |
| 4 | 92 | 20653 | 16.66 | 38.17 |
| 5 | 37 | 5139 | 21.82 | 53.56 |
| 6 | 70 | 13001 | 17.74 | 44.21 |
| 7 | 61 | 10092 | 22.97 | 51.14 |
| 8 | 59 | 10198 | 22.45 | 50.56 |
| 9 | 85 | 20356 | 19.82 | 44.56 |
| 10 | 62 | 10154 | 22.34 | 50.38 |
| 11 | 68 | 16368 | 24.19 | 47.95 |
| 12 | 15 | 3556 | 39.67 | 66.98 |
| 13 | 20 | 4563 | 29.78 | 60.53 |
Fit summary of model for the measured responses Y1 (bioadhesion in gf), Y2 (Consistency index in dyne/cm2), Y3 (Cumulative percentage release at 2 h) and Y4 (Cumulative percentage release at 8 h).
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| Linear vs Mean | 105.39 | < 0.0001 | 144.02 | < 0.0001 | 34.06 | < 0.0001 | 148.46 | < 0.0001 |
| 2 FI vs Linear | 0.034 | 0.8584 | 1.64 | 0.2323 | 9.00 | 0.0127 | 1.76 | 0.2178 |
| Quadratic vs 2 FI | 12.71 | 0.0047 | 6.07 | 0.0295 | 23.09 | 0.0008 | 18.21 | 0.0017 |
Model summary statistics of responses to select suitable model to fit data
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| 0.9456 | 0.9104 |
| 0.9398 | 0.8264 | 1027.58 |
| 0.9085 |
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| 0.9597 | 0.9382 |
| 0.9622 | 0.9346 | 2.309 E + 007 |
| 0.9165 |
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| 0.8464 | 0.6812 | 132.59 | 0.9147 | 0.6934 | 127.53 |
| 0.9239 |
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| 0.9609 | 0.9338 | 41.21 | 0.9637 | 0.9290 | 44.22 |
| 0.9630 |
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Figure 1(A) Response surface plot showing the effect of PL-407 and HPMC on Bioadhesion (Y1); (B) Linear plot between observed and predicted value of Y1
Figure 2(A) Response surface plot showing the effect of PL-407 and HPMC on Consistency Index (Y2) (B) Linear plot between observed and predicted value of Y2
Analysis of variance (ANOVA) table for measured responses
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| 142.32 | < 0.0001 | 133.53 | < 0.0001 | 164.78 | < 0.0001 | 317.22 | < 0.0001 |
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| 80.33 | < 0.0001 | 31.79 | 0.0008 | 412.77 | < 0.0001 | 458.46 | < 0.0001 |
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| 605.74 | < 0.0001 | 620.23 | < 0.0001 | 311.76 | < 0.0001 | 1082.71 | < 0.0001 |
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| 0.12 | 0.7377 | 3.49 | 0.1040 | 53.19 | 0.0002 | 8.47 | 0.0226 |
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| 0.17 | 0.6945 | 0.039 | 0.8494 | 0.75 | 0.4159 | 12.55 | 0.0094 |
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| 23.07 | 0.0020 | 10.84 | 0.0133 | 34.85 | 0.0006 | 34.43 | 0.0006 |
Significant p-values (p < 0.05) are in bold text
Figure 3(A) Response surface plot showing the effect of PL-407 and HPMC on cumulative percentage release of drug in 2h (Y4); (B) Linear plot between observed and predicted value of Y3.
Figure 4(A) Response surface plot showing the effect of PL-407 and HPMC on cumulative percentage release of drug in 8h (Y4); (B) Linear plot between observed and predicted value of Y4.