Table 4.
Estimated effects and variance analysis of the tested variables on keratinolytic activity, concentration of soluble protein, feather degradation, and bacterial growth using 23 fractional factorial design to analyses the variable MgSO4, CaCl2, and MnCl2 in feather media supplemented with yeast extract
| Source | Keratinolytic activity (U/ml) | Concentration of protein (mg/ml) | Feather degradation (%) | B. subtilis AMR growth (UFC/ml) | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Effect | Std errror | F Value | p value | Effect | Std error | F Value | p value | Effect | Std error | F Value | p value | Effect | Std error | F Value | p value | |
| Model | 26.65 | 0.0366 | 4.66 | 0.1882 | 674.45 | 0.0015 | 600.33 | 0.0017 | ||||||||
| Intercept | 300.84 | 3.20 | 3.44 | 0.050 | 71.89 | 0.11 | 21.94 | 0.38 | ||||||||
| A-MgSO4 | 5.87 | 3.20 | 3.36 | 0.2082 | 0.041 | 0.050 | 0.66 | 0.5013 | − 0.041 | 0.11 | 0.15 | 0.7343 | 10.65 | 0.38 | 775.67 | 0.0013 |
| B-CaCl2 | − 4.83 | 3.20 | 2.28 | 0.2705 | − 0.082 | 0.050 | 2.69 | 0.2427 | 3.18 | 0.11 | 904.69 | 0.0011 | − 11.96 | 0.38 | 977.74 | 0.001 |
| C-MnCl2 | 32.13 | 3.20 | 100.52 | 0.0098 | 0.039 | 0.050 | 0.61 | 0.5177 | − 5.25 | 0.11 | 2458.85 | 0.0004 | − 7.31 | 0.38 | 365.06 | 0.0027 |
| AB | 19.54 | 3.20 | 37.20 | 0.0258 | 0.066 | 0.050 | 1.77 | 0.3151 | 3.74 | 0.11 | 1249.26 | 0.0008 | − 2.7 | 0.38 | 49.68 | 0.0195 |
| AC | 15.83 | 3.20 | 24.42 | 0.0386 | 0.18 | 0.050 | 13.09 | 0.0686 | − 0.66 | 0.11 | 38.44 | 0.0250 | − 6.28 | 0.38 | 269.84 | 0.0037 |
| BC | 13.63 | 3.20 | 18.08 | 0.0511 | 0.038 | 0.050 | 0.58 | 0.5249 | − 0.85 | 0.11 | 63.92 | 0.0153 | 12.19 | 0.38 | 1015.71 | 0.001 |
| ABC | − 2.67 | 3.20 | 0.69 | 0.4929 | 0.18 | 0.050 | 13.19 | 0.0681 | 0.26 | 0.11 | 5.86 | 0.1365 | 10.47 | 0.38 | 748.61 | 0.0013 |
| Center Point | 60.94 | 6.14 | 98.65 | 0.0100 | 0.29 | 0.096 | 9.38 | 0.0921 | 2.45 | 0.20 | 146.36 | 0.0068 | − 15.91 | 0.73 | 472 | 0.0021 |
| Std. dev | 9.06 | 0.14 | 0.3 | 1.08 | ||||||||||||
| Mean | 317.46 | 3.52 | 75.56 | 17.6 | ||||||||||||
| CV % | 2.85 | 4.02 | 0.41 | 6.15 | ||||||||||||
| R2 | 0.9894 | 0.9422 | 0.9996 | 0.9995 | ||||||||||||
| Adjusted R2 | 0.9894 | 0.7398 | 0.9981 | 0.9979 | ||||||||||||
| Adq prec | 17 | 7.343 | 83.972 | |||||||||||||
Prob > F values less than 0.05 indicate that the terms are significant
"Adeq Prec" (adequate precision) measures the signal-to-noise ratio. A ratio greater than 4 is desirable