Acta Agriculturae Zhejiangensis ›› 2021, Vol. 33 ›› Issue (12): 2295-2303.DOI: 10.3969/j.issn.1004-1524.2021.12.09
• Animal Science • Previous Articles Next Articles
TAO Xin(
), WU Wanyun, SUN Yuqing, MEN Xiaoming, XU Ziwei*(
)
Received:2021-06-28
Online:2021-12-25
Published:2022-01-10
Contact:
XU Ziwei
CLC Number:
TAO Xin, WU Wanyun, SUN Yuqing, MEN Xiaoming, XU Ziwei. Optimization of Chinese medicine plant extract compounds with orthogonal design[J]. Acta Agriculturae Zhejiangensis, 2021, 33(12): 2295-2303.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.2021.12.09
| 水平 Level | 因素 Factors | ||||
|---|---|---|---|---|---|
| A厚朴 Magnoliae officinalis cortex | B鸡血藤 Spatholobi caulis | C青蒿 Artemisiae annuae herba | D桂枝 Cinnamomi Ramulus | E石榴皮 Grana Pericarpium | |
| 1 | 1 | 7 | 4 | 1 | 1 |
| 2 | 3 | 9 | 6 | 3 | 3 |
| 3 | 5 | 11 | 8 | 6 | 5 |
| 4 | 7 | 13 | 10 | 9 | 7 |
Table 1 Factors and levels in orthogonal experiment g
| 水平 Level | 因素 Factors | ||||
|---|---|---|---|---|---|
| A厚朴 Magnoliae officinalis cortex | B鸡血藤 Spatholobi caulis | C青蒿 Artemisiae annuae herba | D桂枝 Cinnamomi Ramulus | E石榴皮 Grana Pericarpium | |
| 1 | 1 | 7 | 4 | 1 | 1 |
| 2 | 3 | 9 | 6 | 3 | 3 |
| 3 | 5 | 11 | 8 | 6 | 5 |
| 4 | 7 | 13 | 10 | 9 | 7 |
Fig. 1 Antibacterial rate of 19 Chinese medicine plant extracts 1, Atractylodis macrocephalae rhizome; 2, Acanthopanacis senticosi Radix etrhizome Seu Caulis;3, Glycyrrhizae radix etrhizome; 4, Cassia Ramulus; 5, Ligustri lucidi fructus; 6, Fraxini cortex; 7, Artemisiae annuae herba; 8, Ginkgo folium leaf; 9, Magnoliae officinalis cortex; 10, Filipendula palmate(Pall) Maxim; 11, Cyperus rotundus L.; 12, Spatholobi caulis; 13, Gynostemma pentaphyllum; 14, Rosmarinus officinalis; 15, Achyranthis bidentatae radix; 16, Grana Pericarpium; 17, Artemisiae capillaris Thunb.; 18, Epimedii folium; 19, Euphorbia helioscopia L. The same as below.
| 试验号 Number | 因素Factors | 评价指标Evaluation index | ||||||
|---|---|---|---|---|---|---|---|---|
| A | B | C | D | E | 抑菌率 Antibacterial rate/% | 抗炎率 Anti-inflammatoryrate/% | 抗氧化IC50值 Antioxidant IC50value/(mg·mL-1) | |
| 1 | 1 | 1 | 1 | 1 | 1 | 34.53±5.988 | 86.90±2.755 | 0.817±0.039 |
| 2 | 1 | 2 | 2 | 2 | 2 | 33.73±2.762 | 78.49±2.425 | 0.822±0.043 |
| 3 | 1 | 3 | 3 | 3 | 3 | 9.370±1.931 | 69.54±1.091 | 0.682±0.027 |
| 4 | 1 | 4 | 4 | 4 | 4 | 36.53±4.651 | 75.06±1.655 | 0.395±0.026 |
| 5 | 2 | 1 | 2 | 3 | 4 | 26.95±4.262 | 57.16±1.137 | 0.293±0.018 |
| 6 | 2 | 2 | 1 | 4 | 3 | 31.74±4.383 | 73.06±3.190 | 0.272±0.018 |
| 7 | 2 | 3 | 4 | 1 | 2 | 17.82±3.835 | 79.89±0.825 | 0.481±0.039 |
| 8 | 2 | 4 | 3 | 2 | 1 | 38.52±9.606 | 94.32±0.689 | 0.695±0.021 |
| 9 | 3 | 1 | 3 | 4 | 2 | 59.08±3.609 | 72.19±0.852 | 0.726±0.035 |
| 10 | 3 | 2 | 4 | 3 | 1 | 79.44±8.643 | 91.77±0.369 | 2.011±0.056 |
| 11 | 3 | 3 | 1 | 2 | 4 | 8.908±3.602 | 81.67±2.451 | 0.335±0.028 |
| 12 | 3 | 4 | 2 | 1 | 3 | 79.64±7.162 | 92.81±0.995 | 0.266±0.031 |
| 13 | 4 | 1 | 4 | 2 | 3 | 60.48±5.215 | 73.47±0.730 | 0.288±0.012 |
| 14 | 4 | 2 | 3 | 1 | 4 | 28.54±1.521 | 79.68±0.705 | 0.245±0.032 |
| 15 | 4 | 3 | 2 | 4 | 1 | 81.04±5.463 | 93.47±0.521 | 1.090±0.037 |
| 16 | 4 | 4 | 1 | 3 | 2 | 71.06±5.624 | 97.53±1.587 | 0.722±0.029 |
Table 2 Antibacterial rate, anti-inflammatory rate and antioxidant IC50 value of 16 extract compounds arranged by orthogonal design
| 试验号 Number | 因素Factors | 评价指标Evaluation index | ||||||
|---|---|---|---|---|---|---|---|---|
| A | B | C | D | E | 抑菌率 Antibacterial rate/% | 抗炎率 Anti-inflammatoryrate/% | 抗氧化IC50值 Antioxidant IC50value/(mg·mL-1) | |
| 1 | 1 | 1 | 1 | 1 | 1 | 34.53±5.988 | 86.90±2.755 | 0.817±0.039 |
| 2 | 1 | 2 | 2 | 2 | 2 | 33.73±2.762 | 78.49±2.425 | 0.822±0.043 |
| 3 | 1 | 3 | 3 | 3 | 3 | 9.370±1.931 | 69.54±1.091 | 0.682±0.027 |
| 4 | 1 | 4 | 4 | 4 | 4 | 36.53±4.651 | 75.06±1.655 | 0.395±0.026 |
| 5 | 2 | 1 | 2 | 3 | 4 | 26.95±4.262 | 57.16±1.137 | 0.293±0.018 |
| 6 | 2 | 2 | 1 | 4 | 3 | 31.74±4.383 | 73.06±3.190 | 0.272±0.018 |
| 7 | 2 | 3 | 4 | 1 | 2 | 17.82±3.835 | 79.89±0.825 | 0.481±0.039 |
| 8 | 2 | 4 | 3 | 2 | 1 | 38.52±9.606 | 94.32±0.689 | 0.695±0.021 |
| 9 | 3 | 1 | 3 | 4 | 2 | 59.08±3.609 | 72.19±0.852 | 0.726±0.035 |
| 10 | 3 | 2 | 4 | 3 | 1 | 79.44±8.643 | 91.77±0.369 | 2.011±0.056 |
| 11 | 3 | 3 | 1 | 2 | 4 | 8.908±3.602 | 81.67±2.451 | 0.335±0.028 |
| 12 | 3 | 4 | 2 | 1 | 3 | 79.64±7.162 | 92.81±0.995 | 0.266±0.031 |
| 13 | 4 | 1 | 4 | 2 | 3 | 60.48±5.215 | 73.47±0.730 | 0.288±0.012 |
| 14 | 4 | 2 | 3 | 1 | 4 | 28.54±1.521 | 79.68±0.705 | 0.245±0.032 |
| 15 | 4 | 3 | 2 | 4 | 1 | 81.04±5.463 | 93.47±0.521 | 1.090±0.037 |
| 16 | 4 | 4 | 1 | 3 | 2 | 71.06±5.624 | 97.53±1.587 | 0.722±0.029 |
| 因素 Factor | 抑菌率 Antibacterial rate | 抗炎率 Anti-inflammatory rate | 抗氧化IC50值 Antioxidant IC50 value | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| k1/ % | k2/ % | k3/ % | k4/ % | R/ % | 最优 水平 The best level | k1/ % | k2/ % | k3/ % | k4/ % | R/ % | 最优 水平 The best level | k1/ (mg· mL-1) | k2/ (mg· mL-1) | k3/ (mg· mL-1) | k4/ (mg· mL-1) | R/ (mg· mL-1) | 最优 水平 The best level | ||
| A | 28.54 | 28.76 | 56.77 | 60.28 | 31.74 | 4 | 77.50 | 76.11 | 84.61 | 86.79 | 9.929 | 4 | 0.679 | 0.435 | 0.835 | 0.587 | 0.4 | 2 | |
| B | 45.26 | 43.36 | 29.29 | 56.44 | 27.15 | 4 | 72.43 | 80.75 | 81.14 | 89.93 | 17.50 | 4 | 0.531 | 0.838 | 0.647 | 0.519 | 0.319 | 4 | |
| C | 36.56 | 55.34 | 33.88 | 48.57 | 21.46 | 2 | 84.79 | 80.48 | 78.93 | 80.05 | 5.857 | 1 | 0.536 | 0.618 | 0.587 | 0.794 | 0.258 | 1 | |
| D | 40.13 | 35.41 | 46.71 | 52.1 | 16.69 | 4 | 84.82 | 81.99 | 79.00 | 78.45 | 6.375 | 1 | 0.452 | 0.535 | 0.927 | 0.621 | 0.475 | 1 | |
| E | 58.38 | 45.42 | 45.31 | 25.23 | 33.15 | 1 | 91.62 | 82.03 | 77.22 | 73.39 | 18.22 | 1 | 1.153 | 0.688 | 0.377 | 0.317 | 0.836 | 4 | |
Table 3 Range analysis of evaluation index on extract compounds arranged by orthogonal design
| 因素 Factor | 抑菌率 Antibacterial rate | 抗炎率 Anti-inflammatory rate | 抗氧化IC50值 Antioxidant IC50 value | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| k1/ % | k2/ % | k3/ % | k4/ % | R/ % | 最优 水平 The best level | k1/ % | k2/ % | k3/ % | k4/ % | R/ % | 最优 水平 The best level | k1/ (mg· mL-1) | k2/ (mg· mL-1) | k3/ (mg· mL-1) | k4/ (mg· mL-1) | R/ (mg· mL-1) | 最优 水平 The best level | ||
| A | 28.54 | 28.76 | 56.77 | 60.28 | 31.74 | 4 | 77.50 | 76.11 | 84.61 | 86.79 | 9.929 | 4 | 0.679 | 0.435 | 0.835 | 0.587 | 0.4 | 2 | |
| B | 45.26 | 43.36 | 29.29 | 56.44 | 27.15 | 4 | 72.43 | 80.75 | 81.14 | 89.93 | 17.50 | 4 | 0.531 | 0.838 | 0.647 | 0.519 | 0.319 | 4 | |
| C | 36.56 | 55.34 | 33.88 | 48.57 | 21.46 | 2 | 84.79 | 80.48 | 78.93 | 80.05 | 5.857 | 1 | 0.536 | 0.618 | 0.587 | 0.794 | 0.258 | 1 | |
| D | 40.13 | 35.41 | 46.71 | 52.1 | 16.69 | 4 | 84.82 | 81.99 | 79.00 | 78.45 | 6.375 | 1 | 0.452 | 0.535 | 0.927 | 0.621 | 0.475 | 1 | |
| E | 58.38 | 45.42 | 45.31 | 25.23 | 33.15 | 1 | 91.62 | 82.03 | 77.22 | 73.39 | 18.22 | 1 | 1.153 | 0.688 | 0.377 | 0.317 | 0.836 | 4 | |
| 变异来源 | 自由度 | 均方 | F值 | P值 |
|---|---|---|---|---|
| Sources of variation | Degree of freedom | Mean square | F value | P value |
| 抑菌率 Antibacterial rate | ||||
| A | 3 | 3 594.26 | 126.06 | <0.001 |
| B | 3 | 894.22 | 31.36 | <0.001 |
| C | 3 | 1 226.28 | 43.01 | <0.001 |
| D | 3 | 1 438.99 | 50.47 | <0.001 |
| E | 3 | 2 834.09 | 99.40 | <0.001 |
| 误差Error | 32 | 28.51 | — | — |
| 抗炎率 Anti-inflammatory rate | ||||
| A | 3 | 298.33 | 114.46 | <0.001 |
| B | 3 | 574.09 | 220.26 | <0.001 |
| C | 3 | 79.14 | 30.36 | <0.001 |
| D | 3 | 65.26 | 25.04 | <0.001 |
| E | 3 | 577.70 | 221.64 | <0.001 |
| 误差Error | 32 | 2.606 | — | — |
| 抗氧化IC50值 Antioxidant IC50 value | ||||
| A | 3 | 0.336 | 318.64 | <0.001 |
| B | 3 | 0.114 | 108.29 | <0.001 |
| C | 3 | 0.150 | 142.26 | <0.001 |
| D | 3 | 0.586 | 555.44 | <0.001 |
| E | 3 | 1.458 | 1 383.4 | <0.001 |
| 误差Error | 32 | 0.001 | — | — |
Table 4 Analysis of variance of factors
| 变异来源 | 自由度 | 均方 | F值 | P值 |
|---|---|---|---|---|
| Sources of variation | Degree of freedom | Mean square | F value | P value |
| 抑菌率 Antibacterial rate | ||||
| A | 3 | 3 594.26 | 126.06 | <0.001 |
| B | 3 | 894.22 | 31.36 | <0.001 |
| C | 3 | 1 226.28 | 43.01 | <0.001 |
| D | 3 | 1 438.99 | 50.47 | <0.001 |
| E | 3 | 2 834.09 | 99.40 | <0.001 |
| 误差Error | 32 | 28.51 | — | — |
| 抗炎率 Anti-inflammatory rate | ||||
| A | 3 | 298.33 | 114.46 | <0.001 |
| B | 3 | 574.09 | 220.26 | <0.001 |
| C | 3 | 79.14 | 30.36 | <0.001 |
| D | 3 | 65.26 | 25.04 | <0.001 |
| E | 3 | 577.70 | 221.64 | <0.001 |
| 误差Error | 32 | 2.606 | — | — |
| 抗氧化IC50值 Antioxidant IC50 value | ||||
| A | 3 | 0.336 | 318.64 | <0.001 |
| B | 3 | 0.114 | 108.29 | <0.001 |
| C | 3 | 0.150 | 142.26 | <0.001 |
| D | 3 | 0.586 | 555.44 | <0.001 |
| E | 3 | 1.458 | 1 383.4 | <0.001 |
| 误差Error | 32 | 0.001 | — | — |
| 因素 Factor | 水平 Level | 评价指标Evaluation index | ||
|---|---|---|---|---|
| 抑菌率 Antibacterial rate% | 抗炎率 Anti-inflammatory rate% | 抗氧化IC50值 Antioxidant IC50 value/(mg·mL-1) | ||
| A | 1 | 28.54±1.541 b | 77.50±0.446 b | 0.679±0.009 b |
| 2 | 28.76±1.541 b | 76.11±0.446 c | 0.435±0.009 b | |
| 3 | 56.77±1.541 a | 87.11±0.446 a | 0.834±0.009 d | |
| 4 | 60.28±1.541 a | 86.04±0.446 a | 0.586±0.009 c | |
| B | 1 | 40.26±1.748 b | 72.08±0.528 c | 0.577±0.011 c |
| 2 | 40.13±1.748 b | 80.49±0.528 b | 0.753±0.011 a | |
| 3 | 37.51±1.748 b | 81.75±0.528 b | 0.685±0.011 b | |
| 4 | 56.44±1.541 a | 89.93±0.466 a | 0.519±0.009 d | |
| C | 1 | 36.56±1.541 c | 84.79±0.466 a | 0.536±0.009 c |
| 2 | 63.57±2.101 a | 81.09±0.635 b | 0.656±0.013 b | |
| 3 | 30.65±2.101 d | 78.67±0.635 c | 0.503±0.013 c | |
| 4 | 43.57±2.101 b | 79.70±0.635 bc | 0.840±0.013 a | |
| D | 1 | 36.90±1.748 c | 84.56±0.528 a | 0.368±0.011 d |
| 2 | 30.41±1.748 d | 81.64±0.528 b | 0.581±0.011 c | |
| 3 | 46.71±1.541 b | 79.00±0.466 c | 0.927±0.009 a | |
| 4 | 60.33±1.748 a | 79.05±0.528 c | 0.659±0.011 b | |
| E | 1 | 66.61±1.748 a | 92.22±0.528 a | 1.191±0.011 a |
| 2 | 45.42±1.541 b | 82.03±0.466 b | 0.688±0.009 b | |
| 3 | 40.31±1.748 c | 76.87±0.528 c | 0.423±0.011 c | |
| 4 | 22.00±1.748 d | 73.14±0.528 d | 0.233±0.011 d | |
Table 5 Analysis of variance of each level of factors
| 因素 Factor | 水平 Level | 评价指标Evaluation index | ||
|---|---|---|---|---|
| 抑菌率 Antibacterial rate% | 抗炎率 Anti-inflammatory rate% | 抗氧化IC50值 Antioxidant IC50 value/(mg·mL-1) | ||
| A | 1 | 28.54±1.541 b | 77.50±0.446 b | 0.679±0.009 b |
| 2 | 28.76±1.541 b | 76.11±0.446 c | 0.435±0.009 b | |
| 3 | 56.77±1.541 a | 87.11±0.446 a | 0.834±0.009 d | |
| 4 | 60.28±1.541 a | 86.04±0.446 a | 0.586±0.009 c | |
| B | 1 | 40.26±1.748 b | 72.08±0.528 c | 0.577±0.011 c |
| 2 | 40.13±1.748 b | 80.49±0.528 b | 0.753±0.011 a | |
| 3 | 37.51±1.748 b | 81.75±0.528 b | 0.685±0.011 b | |
| 4 | 56.44±1.541 a | 89.93±0.466 a | 0.519±0.009 d | |
| C | 1 | 36.56±1.541 c | 84.79±0.466 a | 0.536±0.009 c |
| 2 | 63.57±2.101 a | 81.09±0.635 b | 0.656±0.013 b | |
| 3 | 30.65±2.101 d | 78.67±0.635 c | 0.503±0.013 c | |
| 4 | 43.57±2.101 b | 79.70±0.635 bc | 0.840±0.013 a | |
| D | 1 | 36.90±1.748 c | 84.56±0.528 a | 0.368±0.011 d |
| 2 | 30.41±1.748 d | 81.64±0.528 b | 0.581±0.011 c | |
| 3 | 46.71±1.541 b | 79.00±0.466 c | 0.927±0.009 a | |
| 4 | 60.33±1.748 a | 79.05±0.528 c | 0.659±0.011 b | |
| E | 1 | 66.61±1.748 a | 92.22±0.528 a | 1.191±0.011 a |
| 2 | 45.42±1.541 b | 82.03±0.466 b | 0.688±0.009 b | |
| 3 | 40.31±1.748 c | 76.87±0.528 c | 0.423±0.011 c | |
| 4 | 22.00±1.748 d | 73.14±0.528 d | 0.233±0.011 d | |
Fig. 4 Anti-inflammatory effect and antioxidant effect of plant extract compounds A, Anti-inflammatory effect; B,Antioxidant effect. Data on the bars with different lowercase letters meant significant differences (P<0.05).
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