| Literature DB >> 24362626 |
Chia-Hung Kuo, Bao-Yuan Chen, Yung-Chuan Liu, Chieh-Ming J Chang, Tzu-Shing Deng, Jiann-Hwa Chen1, Chwen-Jen Shieh2.
Abstract
In this study the phenolic compounds piceid, resveratrol and emodin were extracted from P. cuspidatum roots using ultrasound-assisted extraction. Multiple response surface methodology was used to optimize the extraction conditions of these phenolic compounds. A three-factor and three-level Box-Behnken experimental design was employed to evaluate the effects of the operation parameters, including extraction temperature (30-70 °C), ethanol concentration (40%-80%), and ultrasonic power (90-150 W), on the extraction yields of piceid, resveratrol, and emodin. The statistical models built from multiple response surface methodology were developed for the estimation of the extraction yields of multi-phenolic components. Based on the model, the extraction yields of piceid, resveratrol, and emodin can be improved by controlling the extraction parameters. Under the optimum conditions, the extraction yields of piceid, resveratrol and emodin were 10.77 mg/g, 3.82 mg/g and 11.72 mg/g, respectively.Entities:
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Year: 2013 PMID: 24362626 PMCID: PMC6271919 DOI: 10.3390/molecules19010067
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Box-Behnken design and observed experimental data for 3-level–3-factor RSM.
| Run | Independent variable a | Extraction yield (mg/g) b | ||||
|---|---|---|---|---|---|---|
| Piceid ( | Resveratrol ( | Emodin ( | ||||
| 1 | +1 c (70) | −1 (40) | 0 (120) | 9.94 ± 0.57 | 3.67 ± 0.01 | 5.75 ± 0.07 |
| 2 | −1 (30) | −1 (40) | 0 (120) | 7.99 ± 0.47 | 3.11 ± 0.26 | 1.36 ± 0.17 |
| 3 | +1 (70) | 0 (60) | +1 (150) | 9.43 ± 0.12 | 3.73 ± 0.09 | 10.99 ± 0.13 |
| 4 | +1 (70) | +1 (80) | 0 (120) | 7.83 ± 0.12 | 3.66 ± 0.17 | 10.96 ± 0.32 |
| 5 | 0 (50) | 0 (60) | 0 (120) | 10.16 ± 0.04 | 3.72 ± 0.07 | 9.28 ± 0.02 |
| 6 | 0 (50) | +1 (80) | +1 (150) | 7.76 ± 0.02 | 3.39 ± 0.01 | 9.57 ± 0.08 |
| 7 | 0 (50) | −1 (40) | −1 (90) | 10.32 ± 0.17 | 3.45 ± 0.01 | 3.76 ± 0.10 |
| 8 | −1 (30) | +1 (80) | 0 (120) | 6.22 ± 0.35 | 2.95 ± 0.04 | 7.16 ± 0.30 |
| 9 | −1 (30) | 0 (60) | +1 (150) | 8.78 ± 0.07 | 3.50 ± 0.09 | 6.56 ± 0.07 |
| 10 | 0 (50) | 0 (60) | 0 (120) | 10.29 ± 0.20 | 3.70 ± 0.08 | 9.50 ± 0.04 |
| 11 | 0 (50) | 0 (60) | 0 (120) | 10.37 ± 0.02 | 3.73 ± 0.14 | 9.43 ± 0.02 |
| 12 | +1 (70) | 0 (60) | −1 (90) | 9.66 ± 0.13 | 3.70 ± 0.09 | 10.89 ± 0.22 |
| 13 | 0 (50) | −1 (40) | +1 (150) | 10.35 ± 0.12 | 3.41 ± 0.00 | 3.63 ± 0.18 |
| 14 | 0 (50) | +1 (80) | −1 (90) | 6.07 ± 0.01 | 2.99 ± 0.16 | 9.51 ± 0.47 |
| 15 | −1 (30) | 0 (60) | −1 (90) | 8.49 ± 0.14 | 3.10 ± 0.00 | 5.02 ± 0.10 |
a Independent variable X: Temperature, X: Ethanol concentration, X: Ultrasonic power; b Mean of duplicate determinations; c The values −1, 0, and 1 are coded levels.
ANOVA for response surface models of all independent variables.
| Factor a | Piceid
| Resveratrol
| Emodin
| |||
|---|---|---|---|---|---|---|
| Sum of Squares | Prob > F | Sum of Squares | Prob > F | Sum of Squares | Prob > F | |
| Model | 28.56 | 0.015 * | 1.12 | 0.003 * | 130.65 | <0.001 * |
| Linear term | ||||||
| X1 | 3.61 | 0.026 * | 0.55 | <0.001 * | 42.70 | <0.001* |
| X2 | 14.38 | 0.002 * | 0.05 | 0.043 * | 64.36 | <0.001* |
| X3 | 0.40 | 0.345 | 0.08 | 0.022 * | 0.31 | 0.267 |
| Quadratic | ||||||
| X12 | 3.04 | 0.035 * | 0.03 | 0.111 | 1.68 | 0.034* |
| X22 | 6.95 | 0.007 * | 0.30 | 0.001 * | 21.70 | <0.001* |
| X32 | 0.29 | 0.419 | 0.06 | 0.038 * | 0.49 | 0.178 |
| Interactions | ||||||
| X1X2 | 0.03 | 0.789 | 0.01 | 0.419 | 0.08 | 0.544 |
| X1X3 | 0.07 | 0.686 | 0.03 | 0.084 | 0.52 | 0.167 |
| X2X3 | 0.69 | 0.231 | 0.05 | 0.047 * | 0.01 | 0.843 |
a Independent variable X Temperature, X Ethanol concentration, X Ultrasonic power; * Significant at p-Value less than 0.05.
Figure 1The effect of ethanol concentrate and temperature on the extraction yield of piceid at ultrasonic power of 120 W.
Figure 2The effect of ethanol concentrate and temperature on the extraction yield of resveratrol at ultrasonic power of 120 W.
Figure 3The effect of ethanol concentrate and temperature on the extraction yield of emodin at ultrasonic power of 120 W.
Optimum conditions for the extraction yield of piceid, resveratrol, and emodin.
| Extraction target | Extraction conditions | Predicted Yield (mg/g) | Experimental Yield (mg/g) | ||
|---|---|---|---|---|---|
| Temp (°C) | EtOH (%) | Power (W) | |||
| Piceid | 57.8 | 49.75 | 120 | 10.74 | 10.77 ± 0.05 |
| Resveratrol | 70.0 | 58.51 | 120 | 3.90 | 3.82 ± 0.06 |
| Emodin | 70.0 | 71.06 | 120 | 11.79 | 11.72 ± 0.11 |