Research Article
Harnessing Mucor spp. for Xylanase Production: Statistical Optimization in Submerged Fermentation Using Agro-Industrial Wastes
Table 3
Box–Behnken design of optimization variables with experimental and predicted xylanase activity of both M. circinelloides and M. hiemalis.
| Run order | Variables | Xylanase activity (U/mL) | M. circinelloides | M. hiemalis | A | B | C | D | E | Experimental response | Predicted response | Experimental response | Predicted response |
| 1 | 40 | 7 | 7 | 5 | 3 | 17.73 | 18.54 | 17.32 | 17.49 | 2 | 30 | 7 | 7 | 5 | 1 | 27.63 | 27.49 | 17.23 | 18.32 | 3 | 40 | 7 | 7 | 3 | 1 | 31.92 | 31.24 | 28.70 | 28.42 | 4 | 20 | 7 | 7 | 3 | 1 | 28.62 | 28.03 | 30.02 | 28.82 | 5 | 20 | 9 | 7 | 3 | 3 | 38.52 | 38.49 | 29.69 | 31.58 | 6 | 40 | 9 | 7 | 3 | 3 | 23.42 | 23.39 | 24.00 | 24.96 | 7 | 30 | 9 | 7 | 3 | 1 | 31.67 | 33.36 | 28.45 | 29.76 | 8 | 30 | 9 | 5 | 3 | 3 | 23.26 | 22.76 | 25.07 | 25.48 | 9 | 30 | 7 | 7 | 3 | 3 | 27.38 | 28.56 | 19.79 | 23.78 | 10 | 30 | 5 | 9 | 3 | 3 | 28.45 | 27.53 | 32.91 | 32.16 | 11 | 30 | 5 | 7 | 5 | 3 | 27.22 | 26.26 | 28.12 | 27.07 | 12 | 30 | 5 | 7 | 3 | 1 | 32.58 | 33.81 | 26.89 | 27.84 | 13 | 30 | 7 | 5 | 3 | 1 | 28.37 | 28.36 | 27.79 | 26.20 | 14 | 30 | 9 | 7 | 3 | 5 | 34.72 | 34.49 | 19.54 | 19.21 | 15 | 40 | 7 | 7 | 3 | 5 | 15.50 | 14.68 | 16.90 | 16.68 | 16 | 30 | 7 | 7 | 3 | 3 | 29.28 | 28.56 | 23.50 | 23.78 | 17 | 30 | 5 | 5 | 3 | 3 | 31.84 | 30.84 | 25.32 | 26.07 | 18 | 40 | 7 | 5 | 3 | 3 | 25.24 | 24.05 | 26.72 | 26.33 | 19 | 20 | 5 | 7 | 3 | 3 | 30.02 | 31.23 | 34.89 | 36.26 | 20 | 20 | 7 | 7 | 1 | 3 | 30.27 | 29.44 | 30.93 | 29.60 | 21 | 30 | 7 | 9 | 3 | 5 | 33.40 | 33.82 | 24.08 | 24.25 | 22 | 30 | 7 | 9 | 3 | 1 | 34.81 | 33.59 | 26.80 | 24.94 | 23 | 30 | 7 | 9 | 1 | 3 | 25.81 | 25.87 | 21.11 | 22.74 | 24 | 30 | 5 | 7 | 3 | 5 | 28.54 | 27.85 | 29.61 | 28.92 | 25 | 30 | 7 | 5 | 3 | 5 | 21.69 | 23.31 | 16.99 | 17.42 | 26 | 30 | 9 | 7 | 5 | 3 | 30.10 | 29.43 | 24.49 | 22.92 | 27 | 30 | 9 | 9 | 3 | 3 | 42.23 | 41.80 | 26.06 | 24.96 | 28 | 30 | 7 | 7 | 3 | 3 | 26.89 | 28.56 | 23.17 | 23.78 | 29 | 30 | 7 | 9 | 5 | 3 | 32.83 | 32.45 | 28.78 | 28.29 | 30 | 30 | 5 | 7 | 1 | 3 | 26.39 | 26.31 | 32.58 | 31.54 | 31 | 30 | 7 | 7 | 1 | 5 | 24.91 | 25.05 | 17.15 | 18.30 | 32 | 40 | 5 | 7 | 3 | 3 | 23.26 | 24.46 | 27.63 | 28.08 | 33 | 30 | 9 | 7 | 1 | 3 | 29.11 | 29.32 | 29.44 | 27.88 | 34 | 20 | 7 | 7 | 5 | 3 | 28.95 | 29.26 | 30.85 | 32.15 | 35 | 30 | 7 | 7 | 3 | 3 | 28.21 | 28.56 | 25.40 | 23.78 | 36 | 30 | 7 | 7 | 1 | 1 | 28.95 | 28.66 | 31.59 | 33.18 | 37 | 40 | 7 | 7 | 1 | 3 | 18.64 | 18.30 | 31.92 | 29.46 | 38 | 30 | 7 | 7 | 5 | 5 | 25.98 | 26.28 | 23.09 | 23.74 | 39 | 30 | 7 | 5 | 1 | 3 | 23.42 | 24.56 | 28.21 | 30.22 | 40 | 30 | 7 | 7 | 3 | 3 | 29.86 | 28.56 | 25.48 | 23.78 | 41 | 20 | 7 | 7 | 3 | 5 | 40.50 | 39.76 | 32.25 | 31.10 | 42 | 20 | 7 | 5 | 3 | 3 | 22.43 | 21.66 | 26.39 | 24.86 | 43 | 40 | 7 | 9 | 3 | 3 | 17.56 | 18.59 | 18.47 | 20.24 | 44 | 30 | 7 | 7 | 3 | 3 | 29.77 | 28.56 | 25.32 | 23.78 | 45 | 30 | 7 | 5 | 5 | 3 | 17.32 | 18.03 | 15.34 | 15.24 | 46 | 20 | 7 | 9 | 3 | 3 | 41.41 | 42.85 | 35.88 | 36.52 |
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