Chinese Journal of Chromatography ›› 2020, Vol. 38 ›› Issue (12): 1431-1439.DOI: 10.3724/SP.J.1123.2020.04019
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XUE Yaru1, GUO Rui2, ZHANG Bo2,*()
Received:
2020-04-29
Online:
2020-12-08
Published:
2020-12-01
Contact:
ZHANG Bo
Supported by:
Type of enzyme | Enzyme activity/(u/g) | Temperature/ ℃ | pH | Time/ h |
---|---|---|---|---|
Flavor protease | 15000 | 50 | 7 | 8 |
Trypsin | 250000* | 37 | 7 | 8 |
Acid protease | 800000 | 50 | 3 | 8 |
Neutral protease | 200000 | 50 | 7 | 8 |
Alkaline protease | 200000 | 50 | 8 | 8 |
Table 1 Hydrolysis conditions of various proteases
Type of enzyme | Enzyme activity/(u/g) | Temperature/ ℃ | pH | Time/ h |
---|---|---|---|---|
Flavor protease | 15000 | 50 | 7 | 8 |
Trypsin | 250000* | 37 | 7 | 8 |
Acid protease | 800000 | 50 | 3 | 8 |
Neutral protease | 200000 | 50 | 7 | 8 |
Alkaline protease | 200000 | 50 | 8 | 8 |
Level | Factors | ||
---|---|---|---|
A(Addition of enzyme/%) | B(Hydrolysis temperature/ ℃) | C(Hydrolysis time/h) | |
-1 | 0.2 | 35 | 2.0 |
0 | 0.4 | 40 | 2.5 |
1 | 0.6 | 45 | 3.0 |
Table 2 Factors and levels of response surface analysis
Level | Factors | ||
---|---|---|---|
A(Addition of enzyme/%) | B(Hydrolysis temperature/ ℃) | C(Hydrolysis time/h) | |
-1 | 0.2 | 35 | 2.0 |
0 | 0.4 | 40 | 2.5 |
1 | 0.6 | 45 | 3.0 |
Source | Sum of squares | df | Mean square | F value | p-value (Prob>F) | Significance |
---|---|---|---|---|---|---|
Model | 220.21 | 9 | 24.47 | 77.59 | <0.0001 | ** |
A | 9.22 | 1 | 9.22 | 29.25 | 0.001 | ** |
B | 8 | 1 | 8 | 25.37 | 0.0015 | ** |
C | 2.11 | 1 | 2.11 | 6.7 | 0.0361 | * |
AB | 4.35 | 1 | 4.35 | 13.79 | 0.0075 | ** |
AC | 1.04 | 1 | 1.04 | 3.3 | 0.1122 | |
BC | 14.18 | 1 | 14.18 | 44.95 | 0.0003 | ** |
A2 | 59.65 | 1 | 59.65 | 189.17 | <0.0001 | |
B2 | 84.94 | 1 | 84.94 | 269.36 | <0.0001 | |
C2 | 19.45 | 1 | 19.45 | 61.66 | 0.0001 | |
Residual | 2.21 | 7 | 0.32 | |||
Lack of fit | 1.27 | 3 | 0.42 | 1.79 | 0.2879 | |
Pure error | 0.94 | 4 | 0.24 | |||
Cor total | 222.41 | 16 |
Table 4 Analysis of variance for regression equation model
Source | Sum of squares | df | Mean square | F value | p-value (Prob>F) | Significance |
---|---|---|---|---|---|---|
Model | 220.21 | 9 | 24.47 | 77.59 | <0.0001 | ** |
A | 9.22 | 1 | 9.22 | 29.25 | 0.001 | ** |
B | 8 | 1 | 8 | 25.37 | 0.0015 | ** |
C | 2.11 | 1 | 2.11 | 6.7 | 0.0361 | * |
AB | 4.35 | 1 | 4.35 | 13.79 | 0.0075 | ** |
AC | 1.04 | 1 | 1.04 | 3.3 | 0.1122 | |
BC | 14.18 | 1 | 14.18 | 44.95 | 0.0003 | ** |
A2 | 59.65 | 1 | 59.65 | 189.17 | <0.0001 | |
B2 | 84.94 | 1 | 84.94 | 269.36 | <0.0001 | |
C2 | 19.45 | 1 | 19.45 | 61.66 | 0.0001 | |
Residual | 2.21 | 7 | 0.32 | |||
Lack of fit | 1.27 | 3 | 0.42 | 1.79 | 0.2879 | |
Pure error | 0.94 | 4 | 0.24 | |||
Cor total | 222.41 | 16 |
Test | A | B | C | Y(DPPH· scavenging ability/%) |
---|---|---|---|---|
1 | 0.2 | 35 | 2.5 | 84.73 |
2 | 0.6 | 35 | 2.5 | 85.16 |
3 | 0.2 | 45 | 2.5 | 88.91 |
4 | 0.6 | 45 | 2.5 | 85.17 |
5 | 0.2 | 40 | 2 | 88.94 |
6 | 0.6 | 40 | 2 | 87.32 |
7 | 0.2 | 40 | 3 | 90.37 |
8 | 0.6 | 40 | 3 | 86.71 |
9 | 0.4 | 35 | 2 | 83.95 |
10 | 0.4 | 45 | 2 | 89.62 |
11 | 0.4 | 35 | 3 | 89.36 |
12 | 0.4 | 45 | 3 | 87.50 |
13 | 0.4 | 40 | 2.5 | 94.04 |
14 | 0.4 | 40 | 2.5 | 93.71 |
15 | 0.4 | 40 | 2.5 | 94.51 |
16 | 0.4 | 40 | 2.5 | 94.03 |
17 | 0.4 | 40 | 2.5 | 94.95 |
Table 3 Design and results of Box-Behnken test
Test | A | B | C | Y(DPPH· scavenging ability/%) |
---|---|---|---|---|
1 | 0.2 | 35 | 2.5 | 84.73 |
2 | 0.6 | 35 | 2.5 | 85.16 |
3 | 0.2 | 45 | 2.5 | 88.91 |
4 | 0.6 | 45 | 2.5 | 85.17 |
5 | 0.2 | 40 | 2 | 88.94 |
6 | 0.6 | 40 | 2 | 87.32 |
7 | 0.2 | 40 | 3 | 90.37 |
8 | 0.6 | 40 | 3 | 86.71 |
9 | 0.4 | 35 | 2 | 83.95 |
10 | 0.4 | 45 | 2 | 89.62 |
11 | 0.4 | 35 | 3 | 89.36 |
12 | 0.4 | 45 | 3 | 87.50 |
13 | 0.4 | 40 | 2.5 | 94.04 |
14 | 0.4 | 40 | 2.5 | 93.71 |
15 | 0.4 | 40 | 2.5 | 94.51 |
16 | 0.4 | 40 | 2.5 | 94.03 |
17 | 0.4 | 40 | 2.5 | 94.95 |
Fig. 5 nano-HPLC chromatogram of APS using C18 column Mobile phase: 60% ACN; flow rate: 0.6 mL/min; split ratio: 1∶1000; chromatographic column: C18, 15 cm×100 μm, 5 μm, 30 nm.
Fig. 6 Nano-HPLC chromatogram of APS using SCX stationary phase Mobile phase: 60% ACN; flow rate: 0.6 mL/min; split ratio: 1∶1000; chromatographic column: SCX, 15 cm×100 μm, 5 μm, 100 nm.
Fig. 7 DPPH· scavenging activity of fractions obtained on C18 column The letters indicate significant difference at 0.05 level (data=mean±standard, n=3).
Fig. 8 DPPH· scavenging activity of fractions obtained on SCX column The letters indicate significant difference at 0.05 level (data=mean±standard, n=3).
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