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Table 7 ANOVA for response surface quadratic model of the complex and defined media

From: Assessing medium constituents for optimal heterologous production of anhydromevalonolactone in recombinant Aspergillus oryzae

 

Sum of

 

Mean

F

p-value

 

Source

Squares

df

Square

Value

Prob > F

 

Complex medium

      

Model

33907.83

14

2421.99

44.71

< 0.0001

Significant

A-Sucrose

345.73

1

345.73

6.38

0.0233

 

B-NaNO3

1359.75

1

1359.75

25.1

0.0002

 

C-Yeast extract

675.49

1

675.49

12.47

0.003

 

D-K2HPO4

7094.29

1

7094.29

130.97

< 0.0001

 

AB

1015

1

1015

18.74

0.0006

 

AC

52.56

1

52.56

0.97

0.3402

 

AD

530.92

1

530.92

9.8

0.0069

 

BC

2264.16

1

2264.16

41.8

< 0.0001

 

BD

1.27

1

1.27

0.023

0.8806

 

CD

606.84

1

606.84

11.2

0.0044

 

A2

6695.69

1

6695.69

123.61

< 0.0001

 

B2

10541.5

1

10541.5

194.61

< 0.0001

 

C2

5955.23

1

5955.23

109.94

< 0.0001

 

D2

4934.49

1

4934.49

91.1

< 0.0001

 

Residual

812.53

15

54.17

   

Lack of Fit

645.21

10

64.52

1.93

0.2428

Not significant

Pure Error

167.32

5

33.46

   

Cor Total

34720.36

29

    

Defined medium

      

Model

61950.92

14

4425.07

23.27

< 0.0001

Significant

A-NaNO3

1466.37

1

1466.37

7.71

0.0141

 

B-K2HPO4

7429.48

1

7429.48

39.07

< 0.0001

 

C-KH2PO4

1619.47

1

1619.47

8.52

0.0106

 

D-Trace elements

3979

1

3979

20.92

0.0004

 

AB

240.85

1

240.85

1.27

0.2781

 

AC

3034.41

1

3034.41

15.96

0.0012

 

AD

12478.18

1

12478.18

65.61

< 0.0001

 

BC

1745.83

1

1745.83

9.18

0.0084

 

BD

1394.94

1

1394.94

7.33

0.0162

 

CD

1498.72

1

1498.72

7.88

0.0133

 

A2

4217.35

1

4217.35

22.18

0.0003

 

B2

11914.43

1

11914.43

62.65

< 0.0001

 

C2

42.42

1

42.42

0.22

0.6435

 

D2

15571

1

15571

81.88

< 0.0001

 

Residual

2852.69

15

190.18

   

Lack of Fit

2166.36

10

216.64

1.58

0.3207

Not significant

Pure Error

686.33

5

137.27

   

Cor Total

64803.62

29

    
  1. Note: For the complex medium: R2 = 0.9766, R2 (adj) = 0.9548, R2 (pred) = 0.8860, CV = 3.84%, Adeq Precision = 21.513.
  2. For the defined medium: R2 = 0.956, R2 (adj) = 0.9149, R2 (pred) = 0.7922, CV = 12.93%, Adeq Precision = 17.282.