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Table 3 The regression analysis of variance for Plackett–Burman factorial model for the yield of plasmid DNA vaccine

From: Optimization of fermentation conditions for an Escherichia coli strain engineered using the response surface method to produce a novel therapeutic DNA vaccine for rheumatoid arthritis

Code

Term

Stdized Effects

%Contribution

F-Value

p-Value

 

Model

  

734.21

0.0287

A

Peptone(g/L)

70.30

48.18

3538.00

0.0107*

B

Yeast extract(g/L)

17.42

2.96

217.36

0.0431*

C

NaCl(g/L)

−10.49

1.07

78.81

0.0714

D

Amp(g/L)

−13.59

1.80

132.16

0.0552

E

Microelement(mL/L)

−13.82

1.86

136.70

0.0543

F

Mannitol(g/L)

47.02

21.56

1582.96

0.0160*

G

Initial pH

5.52

0.30

21.79

0.1344

H

Rotational speed(RPM)

1.02

0.010

0.74

0.5470

J

Temperature(°C)

−8.46

0.70

51.27

0.0883

K

Inoculum concentration(OD)

47.01

21.55

1582.33

0.0160*

  1. R2 = 0.9999, adj-R2 = 0.9985, Adequate precision = 84.831
  2. *Identified variables with a significant effect on the response (p-value <0.05)