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

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