Research Article
Optimized Extraction Method for Kleeb Bua Daeng Formula with the Aid of the Experimental Design
Table 3
Box–Behnken design matrix for percentage extraction yield, TPC, TFC, TCC, and TAC from Kleeb Bua Daeng formula by the solvent extraction method.
| Run order | Extraction variables | Response | A (solvent) | B (number of extraction times) | C (material-to-solvent ratio) | Percentage extraction yield (%) | TPC (mg GAE/g extract) | TFC (mg QE/g extract) | TCC (mg β-carotene/g extract) | TAC (mg cyanidin-3-glucoside/g extract) | Experimental | Predicted | Experimental | Predicted | Experimental | Predicted | Experimental | Predicted | Experimental | Predicted |
| 1 | −1 | 0 | −1 | 2.77 | 3.08 | 25.26 | 23.68 | 28.77 | 27.76 | 8.43 | 9.47 | 0.00 | 0.00 | 2 | 0 | 0 | 0 | 6.84 | 6.36 | 41.89 | 40.86 | 19.21 | 21.20 | 8.97 | 10.00 | 0.00 | 0.00 | 3 | 0 | 1 | 1 | 7.24 | 7.80 | 48.39 | 45.11 | 21.00 | 21.63 | 6.57 | 5.57 | 0.00 | 0.00 | 4 | 0 | 1 | −1 | 5.31 | 5.01 | 40.09 | 40.01 | 18.59 | 17.23 | 5.56 | 3.83 | 0.00 | 0.01 | 5 | 0 | −1 | 1 | 5.39 | 5.69 | 40.13 | 40.21 | 20.99 | 22.35 | 7.84 | 9.57 | 0.00 | −0.01 | 6 | 0 | 0 | 0 | 6.00 | 6.36 | 39.87 | 40.86 | 22.23 | 21.20 | 9.56 | 10.00 | 0.00 | 0.00 | 7 | 0 | −1 | −1 | 2.15 | 1.59 | 38.28 | 41.56 | 21.62 | 20.99 | 7.32 | 8.32 | 0.00 | 0.00 | 8 | −1 | 1 | 0 | 2.95 | 2.94 | 25.73 | 27.39 | 27.36 | 29.73 | 7.99 | 8.68 | 0.00 | 0.00 | 9 | 1 | 1 | 0 | 15.57 | 15.31 | 50.93 | 52.63 | 10.63 | 8.99 | 3.52 | 5.56 | 0.18 | 0.17 | 10 | 1 | −1 | 0 | 9.48 | 9.49 | 56.90 | 55.24 | 10.99 | 8.62 | 6.83 | 6.14 | 0.13 | 0.13 | 11 | 1 | 0 | −1 | 8.86 | 9.42 | 56.29 | 54.67 | 10.52 | 13.52 | 4.89 | 4.58 | 0.15 | 0.15 | 12 | 1 | 0 | 1 | 16.14 | 15.83 | 53.51 | 55.09 | 6.26 | 7.27 | 5.23 | 4.19 | 0.14 | 0.14 | 13 | −1 | −1 | 0 | 2.98 | 3.24 | 23.14 | 21.44 | 32.96 | 34.60 | 18.64 | 16.60 | 0.00 | 0.01 | 14 | 0 | 0 | 0 | 6.41 | 6.36 | 39.94 | 40.86 | 21.67 | 21.20 | 10.06 | 10.00 | 0.00 | 0.00 | 15 | 0 | 0 | 0 | 6.29 | 6.36 | 40.99 | 40.86 | 21.03 | 21.20 | 10.97 | 10.00 | 0.00 | 0.00 | 16 | 0 | 0 | 0 | 6.28 | 6.36 | 41.59 | 40.86 | 21.88 | 21.20 | 10.44 | 10.00 | 0.00 | 0.00 | 17 | −1 | 0 | 1 | 4.11 | 3.55 | 25.41 | 27.03 | 42.76 | 39.76 | 12.55 | 12.86 | 0.00 | 0.00 |
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Type of solvent: (−1) ethyl acetate, (0) ethanol, (1) methanol, number of extraction times (times): (−1) 1, (0) 2, (1) 4, material/solvent ratio (g/ml): (−1) 1 : 3, (0) 1 : 6, (1) 1 : 9. |