Table 1 Plackett–Burman design at two levels applied to select the factors that significantly affect uricase production by Aspergillus welwitschiae.

From: Mathematical modeling for bioprocess optimization of a protein drug, uricase, production by Aspergillus welwitschiae strain 1–4

Run no.

Coded levels of the selected independent variables

Uricase activity (U/mL)

Residuals

Incubation time

Temperature

pH

Inoculum size

Inoculums age

Medium volume

Sucrose

Peptone

Uric acid

Yeast extract

NaNO3

K2HPO4

MgSO4.7H2O

NaCl

FeSO4. 7H2O

D 1

D 2

D 3

D4

Actual

Predicted

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

48.2

49.22

−1.02

2

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

20.92

22.17

−1.25

3

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

46.38

47.40

−1.02

4

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

58.21

58.95

−0.74

5

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

31.83

30.58

1.25

6

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

30.01

30.88

−0.87

7

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

30.92

29.54

1.38

8

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

58.21

57.47

0.74

9

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

57.29

56.04

1.25

10

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

47.29

48.40

−1.11

11

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

42.74

42.00

0.74

12

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

47.29

48.27

−0.98

13

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

40.01

41.39

−1.38

14

1

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

43.83

42.96

0.87

15

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

44.20

43.05

1.15

16

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

43.65

44.80

−1.15

17

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

1

−1

46.93

45.78

1.15

18

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

−1

29.1

30.21

−1.11

19

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

−1

−1

1

1

−1

1

40.92

39.94

0.98

20

−1

−1

1

1

−1

1

1

−1

−1

−1

−1

1

−1

1

−1

1

1

1

1

35.47

34.36

1.11

Level

Days

°C

pH

 mL/50 mL medium

Hour

mL

g/L

g/L

g/L

g/L

g/L

g/L

g/L

g/L

g/L

 

−1

4

25

6

1

48

25

20

0.5

3

0.5

0.5

1

0.2

0.2

0.01

1

7

35

8

4

72

50

30

2

5

2

2

2

0.8

0.8

0.03

  1. “D, dummy”.