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Table 2 Analysis of variance for the response surface quadratic model (Eq. 6) for ADI release

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

163.87

9

18.21

35.67

<0.0001

Cell concentration (A)

59.10

1

59.10

115.79

<0.0001

Operating pressure (B)

4.52

1

4.52

8.86

0.0139

Number of passes (C)

3.05

1

3.05

5.98

0.0345

AB

23.79

1

23.79

46.61

<0.0001

AC

5.15

1

5.15

10.09

0.0099

BC

9.72

1

9.72

19.04

0.0014

A 2

26.36

1

26.36

51.64

<0.0001

B 2

3.36

1

3.36

6.58

0.0281

C 2

1.53

1

1.53

2.99

0.1142

Residual

5.10

10

0.51

  

Lack-of-fit

3.33

5

0.67

1.88

0.2529

Pure error

1.77

5

0.35

  

Cor. Total

168.98

19

   
  1. R 2 = 0.9698; adjusted R 2 = 0.9426; predicted R 2 = 0.8297; adequate precision = 23.003; coefficient of variation (%) = 3.08; standard deviation = 0.71; mean = 23.23
  2. SS sum of squares; DF degrees of freedom; MS mean sum of squares