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Table 1 Comparative kineto-technical analysis of l-ASNase production by protoplast Fusant-06 under submerged batch, fed-batch and continuous fermentation modes

From: Production, characterization and techno-economic evaluation of Aspergillus fusant l-asparaginase

FM

Biomass formation kinetic parameters by logistic model

Performance statistics of model

X0

Xmax

µmax

Td

Adj. r2

RMSE

MAE

p-value

Batch

0.034 ± 0.000

876.14 ± 24.35

0.26 ± 0.01

2.67 ± 0.07

0.9987

14.59

11.06

 < 0.0001

Fed-batch

0.000 ± 0.00

2061.84 ± 118.06

0.85 ± 0.01

0.815 ± 0.001

0.9995

20.53

10.53

 < 0.0001

Con mode

0.01 ± 0.000

1688.72 ± 97.46

0.647 ± 0.01

1.071 ± 0.168

0.9992

20.25

8.34

 < 0.0001

FM

l-ASNase formation model parameters by modified Gompertz model

Performance statistics of model

Pmax

rpmax

tL

Adj. r2

RMSE

MAE

p-value

Batch

94048.10 ± 3225.32

3653.83 ± 210.84

18.45 ± 2.36

0.9703

8.84

7.11

 < 0.0001

Fed-batch

134364.1 ± 7806.24

4454.93 ± 248.35

20.07 ± 2.78

0.9999

77.61

36.10

 < 0.0001

Con mode

112251.13 ± 6824.35

3657.56 ± 189.84

19.09 ± 2.87

0.9999

46.73

34.38

 < 0.0001

FM

Substrate consumption kinetic parameters by modified Gompertz model

Performance statistics of model

Smax

rsmax

tL

Yp/s

Yx/s

Yp/x

qp

qs

Adj. r2

RMSE

MAE

p-value

Batch

543.46 ± 32.67

20.33 ± 3.53

23.07 ± 4.25

173.05 ± 28.00

1.612 ± 0.06

107.34 ± 31.32

1.118 ± 0.00

0.007 ± 0.01

0.999

3.21

2.46

 < 0.0001

Fed-batch

2742.08 ± 198.64

77.56 ± 9.27

20.62 ± 4.03

48.14 ± 11.28

0.752 ± 0.02

65.17 ± 12.55

0.679 ± 0.06

0.018 ± 0.00

0.980

149.85

115.95

 < 0.0001

Con mode

2286.62 ± 202.63

135.94 ± 38.74

20.02 ± 2.75

49.09 ± 9.04

0.756 ± 0.03

64.94 ± 12.27

0.676 ± 0.04

0.014 ± 0.00

0.9974

47.86

31.75

 < 0.0001

  1. The kinetic parameter values are means of triplicate determinations ± standard error
  2. FM Fermentation mode, Con mode Continuous mode, LGM Logistic model, MGM Modified Gompertz model, Pmax maximum l-ASNase concentration (mg), rpmax maximum volumetric rate of l-ASNase formation (mgL−1 h−1), X0 initial biomass concentration (gL−1), Xmax maximum biomass concentration (gL−1), µmax maximum specific growth rate (h−1), tLag Lag time (h), Td Doubling time (h), Smax Maximum predicted substrate consumption (gL−1), rsmax maximum volumetric rate of substrate consumption (gL−1 h−1), Adj. r2 adjusted coefficient of determination, RMSE root mean squared error, MAE mean absolute error, Yp/s l-ASNase yield relative to amount of substrate consumed, Yx/s Biomass yield relative to amount of substrate consumed, Yp/x Specific l-ASNase activity, qp specific rate of l-ASNase activity, qs Specific rate of substrate consumption, Qp Volumetric productivity of l-ASNase, U(L−1.h−1), Qx Volumetric biomass productivity, g DCW(L−1.h.−1)