Biotechnology Bulletin ›› 2024, Vol. 40 ›› Issue (11): 47-57.doi: 10.13560/j.cnki.biotech.bull.1985.2024-0921
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ZHANG Xin1,2(), WU Ke-yi2, ZHU Si-chen3, LI Yu2,4(), LI Lan-zhou2()
Received:
2024-09-24
Online:
2024-11-26
Published:
2024-12-19
Contact:
LI Yu, LI Lan-zhou
E-mail:2021200116@stu.syau.edu.cn;liyu@jlau.edu.cn;lilanzhou@jlau.edu.cn
ZHANG Xin, WU Ke-yi, ZHU Si-chen, LI Yu, LI Lan-zhou. Effect of Cultivation Conditions on the Content of Polysaccharide in Ganoderma tsugae and its Antioxidant Activity[J]. Biotechnology Bulletin, 2024, 40(11): 47-57.
因素Factor | 水平Level | ||
---|---|---|---|
-1 | 0 | 1 | |
A 提取温度Extraction temperature/℃ | 70 | 80 | 90 |
B 提取时间Extraction time/h | 4 | 5 | 6 |
C 液料比Liquid-solid ratio/(mL·g-1) | 40 | 50 | 60 |
Table 1 Factors and levels in Box-Behnken design
因素Factor | 水平Level | ||
---|---|---|---|
-1 | 0 | 1 | |
A 提取温度Extraction temperature/℃ | 70 | 80 | 90 |
B 提取时间Extraction time/h | 4 | 5 | 6 |
C 液料比Liquid-solid ratio/(mL·g-1) | 40 | 50 | 60 |
组别 Group | 栽培条件 Cultivation conditions | 子实体质量 Quality/g | 菌盖长度 Length/cm | 菌盖宽度 Width/cm | 生物学效率 Biological efficiency/% |
---|---|---|---|---|---|
1 | 遮阴率0% | 89.85±14.64 a | 14.10±1.98 a | 7.95±1.55 a | 8.99±1.46 a |
2 | 遮阴率90% | 94.26±11.16 ab | 15.44±2.36 a | 8.82±1.84 a | 9.43±1.11 ab |
3 | 温度25℃ | 84.70±10.27 a | 12.80±2.73 b | 8.02±1.75 a | 8.47±1.03 a |
4 | 温度35℃ | 110.83±14.42 c | 15.27±1.91 a | 8.74±2.02 a | 10.10±1.44 b |
5 | 湿度70% | 97.70±13.78 ab | 12.78±2.28 b | 7.73±1.46 a | 9.77±1.38 ab |
6 | 湿度90% | 104.83±13.21 b | 12.27±2.73 b | 9.08±2.38 a | 10.48±1.32 b |
7 | CO2浓度0.02% | 112.41±14.32 c | 15.42±2.02 a | 9.04±1.62 b | 11.24±1.43 c |
8 | CO2浓度0.04% | 80.57±11.86 a | 11.78±2.23 c | 7.07±1.45 c | 8.06±1.19 a |
9 | 遮阴率60%,温度30℃,湿度80%,CO2浓度0.03% | 112.10±15.52 c | 16.20±2.29 d | 8.29±1.57 b | 11.21±1.55 c |
Table 2 Agronomic traits of G. tsugae fruiting bodies under different cultivation conditions
组别 Group | 栽培条件 Cultivation conditions | 子实体质量 Quality/g | 菌盖长度 Length/cm | 菌盖宽度 Width/cm | 生物学效率 Biological efficiency/% |
---|---|---|---|---|---|
1 | 遮阴率0% | 89.85±14.64 a | 14.10±1.98 a | 7.95±1.55 a | 8.99±1.46 a |
2 | 遮阴率90% | 94.26±11.16 ab | 15.44±2.36 a | 8.82±1.84 a | 9.43±1.11 ab |
3 | 温度25℃ | 84.70±10.27 a | 12.80±2.73 b | 8.02±1.75 a | 8.47±1.03 a |
4 | 温度35℃ | 110.83±14.42 c | 15.27±1.91 a | 8.74±2.02 a | 10.10±1.44 b |
5 | 湿度70% | 97.70±13.78 ab | 12.78±2.28 b | 7.73±1.46 a | 9.77±1.38 ab |
6 | 湿度90% | 104.83±13.21 b | 12.27±2.73 b | 9.08±2.38 a | 10.48±1.32 b |
7 | CO2浓度0.02% | 112.41±14.32 c | 15.42±2.02 a | 9.04±1.62 b | 11.24±1.43 c |
8 | CO2浓度0.04% | 80.57±11.86 a | 11.78±2.23 c | 7.07±1.45 c | 8.06±1.19 a |
9 | 遮阴率60%,温度30℃,湿度80%,CO2浓度0.03% | 112.10±15.52 c | 16.20±2.29 d | 8.29±1.57 b | 11.21±1.55 c |
Fig. 2 Polysaccharide contents of G. tsugae fruiting bodies under different cultivation conditions A: Shading rate; B: temperature; C: humidity; D: CO2
Fig. 3 Antioxidant activityies in vitro of water extracts of G. tsugae under different cultivation conditions A: Total antioxidant capacity; B: DPPH radical scavenging rate; C: OH· radical scavenging rate; D: ability to resist superoxide anions
Fig. 4 Effects of different extraction conditions on extraction of polysaccharide A: Extraction temperature. B: Extraction time. C: Liquid-solid ratio
实验号 No. | 因素Factors | 多糖提取率 Extraction rate of polysaccaride/% | ||
---|---|---|---|---|
A:提取温度Temperature/℃ | B:提取时间Time/h | C:液料比Liquid-solid ratio/(mL·g-1) | ||
1 | 70 | 4 | 50 | 1.27 |
2 | 90 | 4 | 50 | 1.45 |
3 | 70 | 6 | 50 | 1.41 |
4 | 90 | 6 | 50 | 1.52 |
5 | 70 | 5 | 40 | 1.49 |
6 | 90 | 5 | 40 | 1.61 |
7 | 70 | 5 | 60 | 1.46 |
8 | 90 | 5 | 60 | 1.62 |
9 | 80 | 4 | 40 | 1.55 |
10 | 80 | 6 | 40 | 1.71 |
11 | 80 | 4 | 60 | 1.46 |
12 | 80 | 6 | 60 | 1.58 |
13 | 80 | 5 | 50 | 1.8 |
14 | 80 | 5 | 50 | 1.81 |
15 | 80 | 5 | 50 | 1.81 |
16 | 80 | 5 | 50 | 1.82 |
17 | 80 | 5 | 50 | 1.82 |
Table 3 RSM design and results
实验号 No. | 因素Factors | 多糖提取率 Extraction rate of polysaccaride/% | ||
---|---|---|---|---|
A:提取温度Temperature/℃ | B:提取时间Time/h | C:液料比Liquid-solid ratio/(mL·g-1) | ||
1 | 70 | 4 | 50 | 1.27 |
2 | 90 | 4 | 50 | 1.45 |
3 | 70 | 6 | 50 | 1.41 |
4 | 90 | 6 | 50 | 1.52 |
5 | 70 | 5 | 40 | 1.49 |
6 | 90 | 5 | 40 | 1.61 |
7 | 70 | 5 | 60 | 1.46 |
8 | 90 | 5 | 60 | 1.62 |
9 | 80 | 4 | 40 | 1.55 |
10 | 80 | 6 | 40 | 1.71 |
11 | 80 | 4 | 60 | 1.46 |
12 | 80 | 6 | 60 | 1.58 |
13 | 80 | 5 | 50 | 1.8 |
14 | 80 | 5 | 50 | 1.81 |
15 | 80 | 5 | 50 | 1.81 |
16 | 80 | 5 | 50 | 1.82 |
17 | 80 | 5 | 50 | 1.82 |
来源Source | 平方和Sum of squares | 自由度Df. | 均方Mean square | F | P | 显著性Significance |
---|---|---|---|---|---|---|
A | 0.0091 | 1 | 0.0091 | 8.53 | 0.0223 | * |
B | 0.0153 | 1 | 0.0153 | 14.34 | 0.0068 | ** |
C | 0.0085 | 1 | 0.0085 | 7.91 | 0.0260 | * |
AB | 0.0042 | 1 | 0.0042 | 3.96 | 0.0870 | |
AC | 0.0081 | 1 | 0.0081 | 7.59 | 0.0283 | * |
BC | 0.0009 | 1 | 0.0009 | 0.84 | 0.3891 | |
A2 | 0.2605 | 1 | 0.2605 | 243.98 | < 0.0001 | * * |
B2 | 0.0995 | 1 | 0.0995 | 93.21 | < 0.0001 | * * |
C2 | 0.0041 | 1 | 0.0041 | 3.85 | 0.0905 | |
模型Model | 0.4363 | 9 | 0.0485 | 45.40 | < 0.0001 | Significant |
残差Residual | 0.0075 | 7 | 0.0011 | |||
失拟项Lack of Fit | 0.0041 | 3 | 0.0014 | 1.60 | 0.3229 | Not significant |
纯误差Pure Error | 0.0034 | 4 | 0.0009 | |||
总离差Cor Total | 0.4438 | 16 | ||||
R2 = 0.9832 | Adj.R2 = 0.9615 |
Table 4 Analysis of variance for quadratic regression model
来源Source | 平方和Sum of squares | 自由度Df. | 均方Mean square | F | P | 显著性Significance |
---|---|---|---|---|---|---|
A | 0.0091 | 1 | 0.0091 | 8.53 | 0.0223 | * |
B | 0.0153 | 1 | 0.0153 | 14.34 | 0.0068 | ** |
C | 0.0085 | 1 | 0.0085 | 7.91 | 0.0260 | * |
AB | 0.0042 | 1 | 0.0042 | 3.96 | 0.0870 | |
AC | 0.0081 | 1 | 0.0081 | 7.59 | 0.0283 | * |
BC | 0.0009 | 1 | 0.0009 | 0.84 | 0.3891 | |
A2 | 0.2605 | 1 | 0.2605 | 243.98 | < 0.0001 | * * |
B2 | 0.0995 | 1 | 0.0995 | 93.21 | < 0.0001 | * * |
C2 | 0.0041 | 1 | 0.0041 | 3.85 | 0.0905 | |
模型Model | 0.4363 | 9 | 0.0485 | 45.40 | < 0.0001 | Significant |
残差Residual | 0.0075 | 7 | 0.0011 | |||
失拟项Lack of Fit | 0.0041 | 3 | 0.0014 | 1.60 | 0.3229 | Not significant |
纯误差Pure Error | 0.0034 | 4 | 0.0009 | |||
总离差Cor Total | 0.4438 | 16 | ||||
R2 = 0.9832 | Adj.R2 = 0.9615 |
Fig. 5 Response surface diagram and contour map of the effects of interactions of various factors on GTP extraction rates A, B, and C are the three-dimensional response surface diagrams of extraction temperature, extraction time and solid-liquid ratio in the extraction process of polysaccharide. D, E, and F are contour plots of extraction temperature, extraction time, and liquid-material ratio in the extraction process of polysaccharide
Fig. 6 Effects of GTP on viability of HepG2 cells treated with H2O2 Compared with Control group,### P < 0.001;** P < 0.01, and *** P < 0.001, compared with H2O2 group
Fig. 7 The protein expressions of Nrf2, HO-1, and SOD1 # P < 0.05 and ### P < 0.001, compared with control group, * P < 0.05, *** P < 0.001, compared with H2O2 group
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