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. 2021 Nov 9;11(57):36105–36115. doi: 10.1039/d1ra03565g

Central composite design and experimental results of response surface methodology.

Run A: IPTG concentration (mg L−1) B: induced cell density C: induction temperature (°C) D: induction culture time (h) Protein yield (mg mL−1)
Actual value Predicted value
1 20 0.2 10 4 0.035 ± 0.003 0.031
2 20 1.2 10 4 0.165 ± 0.012 0.17
3 20 1.2 30 4 0.150 ± 0.002 0.15
4 60 1.2 10 4 0.180 ± 0.005 0.18
5 60 0.2 10 12 0.080 ± 0.004 0.076
6 40 0.7 20 16 0.385 ± 0.004 0.38
7 40 0.7 20 8 0.517 ± 0.009 0.52
8 60 0.2 30 4 0.195 ± 0.011 0.19
9 40 0.7 20 8 0.517 ± 0.009 0.52
10 40 0.7 20 8 0.517 ± 0.009 0.52
11 20 0.2 30 4 0.180 ± 0.005 0.19
12 40 1.7 20 8 0.225 ± 0.005 0.22
13 40 0.7 0 8 0.170 ± 0.005 0.17
14 0 0.7 20 8 0.080 ± 0.004 0.077
15 20 0.2 10 12 0.090 ± 0.009 0.097
16 60 1.2 30 12 0.120 ± 0.005 0.12
17 20 1.2 10 12 0.145 ± 0.007 0.14
18 60 1.2 10 12 0.155 ± 0.004 0.16
19 40 0.7 20 8 0.517 ± 0.009 0.52
20 40 −0.3 20 8 0.009 ± 0.054 0.00575
21 60 0.2 10 4 0.085 ± 0.0124 0.092
22 20 0.2 30 12 0.210 ± 0.030 0.21
23 60 1.2 30 4 0.145 ± 0.002 0.15
24 40 0.7 40 8 0.120 ± 0.009 0.12
25 40 0.7 20 8 0.517 ± 0.009 0.52
26 80 0.7 20 8 0.120 ± 0.005 0.12
27 40 0.7 20 8 0.517 ± 0.009 0.52
28 60 0.2 30 12 0.130 ± 0.007 0.14
29 20 1.2 30 12 0.075 ± 0.002 0.082
30 40 0.7 20 0 0.000 ± 0.000 −0.00325