1 材料与方法
1.1 试验仪器
1.2 试验菌种、药物及试剂
1.3 试验方法
1.3.1 菌种的活化
1.3.2 马齿苋和发酵马齿苋提取液的制备
1.3.3 马齿苋发酵工艺的优化
1.3.3.1 单因素试验
1.3.3.2 响应面试验
表1 响应面试验设计方案Table 1 Response surface experiment design scheme |
| 水平 Levels | 因素Factors | ||
|---|---|---|---|
| 发酵时间 Fermentation time (A)/d | 含水量 Water content (B)/% | 接种量 Inoculation amount (C)/% | |
| -1 | 3 | 60 | 4 |
| 0 | 5 | 80 | 6 |
| 1 | 7 | 100 | 8 |
1.3.3.3 有效活性成分测定
1.4 马齿苋和发酵马齿苋抗氧化活性
1.4.1 DPPH自由基清除率
1.4.2 ABTS自由基清除率
1.5 数据统计分析
2 结果与分析
2.1 影响马齿苋发酵的单因素分析
图1 不同发酵时间对发酵马齿苋多糖、黄酮和多酚含量的影响折线数据标记不同小写字母表示差异显著(P<0.05),相同小写字母或无字母表示差异不显著(P>0.05)。图2和图3同。 Fig.1 Effects of different fermentation time on contents of polysaccharide, flavonoid and polyphenol in fermented Portulaca oleracea L. Data in broken line marking different lowercase letters indicated significant differences (P<0.05), while the same lowercase letters or no letters indicated no significant differences (P>0.05). The same as Fig.2 and Fig.3. |
2.2 马齿苋发酵条件的响应面优化
2.2.1 响应面试验结果及方差分析
表2 马齿苋发酵条件优化的响应面试验结果Table 2 Results of response surface experiment for optimizing fermentation conditions of Portulaca oleracea L. |
| 编号 Number | 因素Factors | 多糖含量 Polysaccharide content/(mg/mL) | 黄酮含量 Flavonoid content/(μg/mL) | ||
|---|---|---|---|---|---|
| 发酵时间 Fermentation time (A) | 含水量 Water content (B) | 接种量 Inoculation amount (C) | |||
| 1 | -1 | -1 | 0 | 2.90 | 318 |
| 2 | 1 | -1 | 0 | 2.38 | 436 |
| 3 | -1 | 1 | 0 | 2.85 | 378 |
| 4 | 1 | 1 | 0 | 2.36 | 417 |
| 5 | -1 | 0 | -1 | 3.09 | 350 |
| 6 | 1 | 0 | -1 | 2.36 | 414 |
| 7 | -1 | 0 | 1 | 2.49 | 348 |
| 8 | 1 | 0 | 1 | 2.30 | 436 |
| 9 | 0 | -1 | -1 | 2.81 | 374 |
| 10 | 0 | 1 | -1 | 2.75 | 423 |
| 11 | 0 | -1 | 1 | 2.34 | 393 |
| 12 | 0 | 1 | 1 | 2.68 | 440 |
| 13 | 0 | 0 | 0 | 2.32 | 423 |
| 14 | 0 | 0 | 0 | 2.27 | 434 |
| 15 | 0 | 0 | 0 | 2.24 | 438 |
| 16 | 0 | 0 | 0 | 2.31 | 427 |
| 17 | 0 | 0 | 0 | 2.35 | 436 |
表3 多糖含量方差分析Table 3 Analysis of variance of polysaccharide content |
| 方差来源 Sources of variance | 平方和 Sum of squares | 自由度 Freedom | 均方 Mean square | F值 F-value | P值 P-value | 显著性 Significance | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 模型Model | 1.120 | 9 | 0.120 | 34.07 | <0.000 1 | ** | |||||||
| A | 0.470 | 1 | 0.470 | 127.29 | <0.000 1 | ** | |||||||
| B | 5.513E-3 | 1 | 5.513E-3 | 1.51 | 0.259 3 | ||||||||
| C | 0.180 | 1 | 0.180 | 49.21 | 0.000 2 | ** | |||||||
| AB | 2.250E-4 | 1 | 2.250E-4 | 0.06 | 0.811 2 | ||||||||
| AC | 0.073 | 1 | 0.073 | 19.93 | 0.002 9 | ** | |||||||
| BC | 0.040 | 1 | 0.040 | 10.94 | 0.013 0 | * | |||||||
| A2 | 0.060 | 1 | 0.060 | 16.51 | 0.004 8 | ** | |||||||
| B2 | 0.180 | 1 | 0.180 | 48.26 | 0.000 2 | ** | |||||||
| C2 | 0.085 | 1 | 0.085 | 23.29 | 0.001 9 | ** | |||||||
| 残差Residual | 0.026 | 7 | 3.658E-3 | ||||||||||
| 失拟项Lack of fit | 0.018 | 3 | 6.042E-3 | 3.23 | 0.143 5 | ||||||||
| 纯误差Pure error | 7.480E-3 | 4 | 1.870E-3 | ||||||||||
| 总和Sum | 1.150 | 16 | |||||||||||
| 决定系数R2 | 0.977 7 |
表4 黄酮含量方差分析Table 4 Analysis of variance of flavonoid content |
| 方差来源 Sources of variance | 平方和 Sum of squares | 自由度 Freedom | 均方 Mean square | F值 F-value | P值 P-value | 显著性 Significance |
|---|---|---|---|---|---|---|
| 模型Model | 22 497.55 | 9 | 2 499.73 | 30.46 | <0.000 1 | ** |
| A | 11 935.13 | 1 | 11 935.13 | 145.44 | <0.000 1 | ** |
| B | 2 346.13 | 1 | 2 346.13 | 28.59 | 0.001 1 | ** |
| C | 392.00 | 1 | 392.00 | 4.78 | 0.065 1 | |
| AB | 1 560.25 | 1 | 1 560.25 | 19.01 | 0.003 3 | ** |
| AC | 144.00 | 1 | 144.00 | 1.75 | 0.226 9 | |
| BC | 1.00 | 1 | 1.00 | 0.01 | 0.915 2 | |
| A2 | 4 426.87 | 1 | 4 426.87 | 53.94 | 0.000 2 | ** |
| B2 | 598.76 | 1 | 598.76 | 7.30 | 0.030 6 | * |
| C2 | 624.13 | 1 | 624.13 | 7.61 | 0.028 2 | * |
| 残差Residual | 574.45 | 7 | 82.06 | |||
| 失拟项Lack of fit | 413.25 | 3 | 137.75 | 3.42 | 0.133 0 | |
| 纯误差Pure error | 161.20 | 4 | 40.30 | |||
| 总和Sum | 23 072.00 | 16 | ||||
| 决定系数R2 | 0.975 1 |
