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. 2022 Mar 11;12(4):90. doi: 10.1007/s13205-022-03153-y

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