Table 2.
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 FeSO4, CuSO4, and ZnSO4
| 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 | 67.76 | 0.0146* | 41.56 | 0.0237* | 112.18 | 0.0089* | 3.54E + 10 | < 0.0001* | ||||||||
| Intercept | 160.46 | 5.18 | 2.53 | 0.065 | 40.18 | 1.01 | 8.52 | 0.736 | ||||||||
| A-FeSO4 | − 0.37 | 5.18 | 5.25 | 0.9488 | − 0.095 | 0.065 | 2.09 | 0.2853 | − 4.82 | 1.01 | 22.63 | 0.0415 | − 5.51 | 0.736 | 5.60E + 10 | < 0.0001 |
| B-CuSO4 | − 110.21 | 5.18 | 453.43 | 0.0022* | − 1.08 | 0.065 | 270.68 | 0.0037* | 27.67 | 1.01 | 745.34 | 0.0013* | − 7.77 | 0.736 | 1.11E + 11 | < 0.0001 |
| C-ZnSO4 | 4.79 | 5.18 | 0.86 | 0.4522 | − 0.024 | 0.065 | 0.13 | 0.7512 | − 2.87 | 1.01 | 8.03 | 0.1053 | − 1.17 | 0.736 | 2.52E + 09 | < 0.0001 |
| AB | − 12.04 | 5.18 | 5.41 | 0.1455 | − 0.049 | 0.065 | 0.55 | 0.5355 | 0.75 | 1.01 | 0.55 | 0.5358 | 6.26 | 0.736 | 7.22E + 10 | < 0.0001 |
| AC | − 11.96 | 5.18 | 5.34 | 0.1470 | − 0.17 | 0.065 | 6.45 | 0.1264 | − 1.58 | 1.01 | 2.43 | 0.2591 | − 1.54 | 0.736 | 4.40E + 09 | < 0.0001 |
| BC | -2.04 | 5.18 | 0.16 | 0.7312 | 0.026 | 0.065 | 0.16 | 0.7317 | 2.32 | 1.01 | 5.22 | 0.1496 | 0.42 | 0.736 | 3.24E + 08 | < 0.0001 |
| ABC | 15.63 | 5.18 | 9.11 | 0.0944 | 0.22 | 0.065 | 10.86 | 0.0810 | 1.05 | 1.01 | 1.07 | 0.4104 | 0.79 | 0.736 | 1.16E + 09 | < 0.0001 |
| Center point | − 122.01 | 9.91 | − 1.1 | 0.13 | − 25.72 | 1.94 | − 8.52 | 1409 | ||||||||
| Std. dev | 14.64 | 0.18 | 2.87 | 2.08E-03 | ||||||||||||
| Mean | 127.18 | 2.23 | 33.16 | 6.2 | ||||||||||||
| CV % | 11.51 | 8.29 | 8.64 | 0.034 | ||||||||||||
| R2 | 0.9958 | 0.9932 | 0.9975 | 0.999 | ||||||||||||
| Adjusted R2 | 0.9811 | 0.9693 | 0.9886 | 0.99 | ||||||||||||
| Adeq prec | 21.133 | 16.852 | 26.469 | 15,293.83 | ||||||||||||
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