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Table 4 Analysis of variance for the response surface quadratic model (Eq. 8) of the extent of cell disruption

From: Disruption of Pseudomonas putida by high pressure homogenization: a comparison of the predictive capacity of three process models for the efficient release of arginine deiminase

Source

SS

DF

MS

F value

P value (Prob > F)

Model

3292.93

9

365.88

67.15

<0.0001

Cell concentration (A)

170.08

1

170.08

31.22

0.0002

Operating pressure (B)

920.30

1

920.30

168.90

<0.0001

Number of passes (C)

1653.15

1

1653.15

303.41

<0.0001

AB

0.24

1

0.24

0.044

0.8378

AC

4.04

1

4.04

0.74

0.4091

BC

78.15

1

78.15

14.34

0.0036

A 2

33.88

1

33.88

6.22

0.0318

B 2

105.55

1

105.55

19.37

0.0013

C 2

128.56

1

128.56

23.60

0.0007

Residual

54.49

10

5.45

  

Lack-of-fit

23.64

5

4.73

0.77

0.6112

Pure error

30.84

5

6.17

  

Cor. total

3347.42

19

   
  1. R 2 = 0.9837; adjusted R 2 = 0.9691; predicted R 2 = 0.8711; adequate precision = 32.201; coefficient of variation (%) = 3.12; standard deviation = 2.33; mean = 74.89
  2. SS sum of squares; DF degrees of freedom; MS mean sum of squares