| Literature DB >> 29236089 |
Jianfeng Yu1,2, Qi Lou3,4, Xiangyang Zheng5,6, Zhengwei Cui7,8, Jian Fu9,10.
Abstract
Microwave-assisted and ultrasound-assisted extraction assays were used to isolate total flavonoids (TF) from Osmanthus fragrans flowers. The effects of the solid-liquid ratio, ethanol concentration, microwave power, microwave extraction time, ultrasonic power and ultrasonic extraction time on the yield of TF were studied. A sequential combination of microwave- and ultrasound-assisted extraction (SC-MUAE) methods was developed, which was subsequently optimized by Box-Behnken design-response surface methodology (BBD-RSM). The interaction effects of the ethanol concentration (40-60%), microwave extraction time (5-7 min), ultrasonic extraction time (8-12 min) and ultrasonic power (210-430 W) on the yield of TF were investigated. The optimum operating parameters for the extraction of TF were determined to be as follows: ethanol concentration (48.15%), microwave extraction time (6.43 min), ultrasonic extraction time (10.09 min) and ultrasonic power (370.9 W). Under these conditions, the extraction yield of TF was 7.86 mg/g.Entities:
Keywords: Osmanthus fragrans Lour. flower; microwave-assisted extraction; response surface methodology; total flavonoids; ultrasound-assisted extraction
Mesh:
Substances:
Year: 2017 PMID: 29236089 PMCID: PMC6149695 DOI: 10.3390/molecules22122216
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Scanning electron micrographs of cell surfaces: (a) Cells before treatment; (b) cells with MAE; (c) cells with UAE; (d) cells with SC-MUAE treatment.
Figure 2Effect of solid-liquid ratio on extraction content.
Figure 3Effect of ethanol concentration on extraction content.
Figure 4Effect of microwave power on extraction content.
Figure 5Effect of different microwave treatment times by different solvents on microwave extraction.
Figure 6Effect of different power levels on ultrasonic extraction.
Figure 7Effect of different treatment times on ultrasonic extraction.
Box-Behnken experimental design with the independent variables.
| Run | Coded Variable Levels | Concentration | |||
|---|---|---|---|---|---|
|
|
|
|
| ||
| 1 | 1 | −1 | 0 | 0 | 5.301 |
| 2 | 0 | 0 | 0 | 0 | 7.777 |
| 3 | 0 | 0 | −1 | −1 | 5.371 |
| 4 | 0 | −1 | −1 | 0 | 5.622 |
| 5 | −1 | 0 | 0 | −1 | 5.543 |
| 6 | 0 | 1 | 0 | 1 | 7.614 |
| 7 | 0 | 0 | 1 | 1 | 6.572 |
| 8 | −1 | 1 | 0 | 0 | 7.031 |
| 9 | 1 | 0 | 0 | −1 | 5.941 |
| 10 | 0 | 0 | 0 | 0 | 7.841 |
| 11 | −1 | 0 | 0 | 1 | 7.355 |
| 12 | 0 | 0 | 0 | 0 | 7.653 |
| 13 | −1 | 0 | −1 | 0 | 5.855 |
| 14 | 0 | 0 | −1 | 1 | 6.181 |
| 15 | 0 | −1 | 0 | 1 | 7.161 |
| 16 | 0 | 0 | 0 | 0 | 7.607 |
| 17 | 1 | 0 | −1 | 0 | 4.727 |
| 18 | −1 | 0 | 1 | 0 | 6.321 |
| 19 | −1 | −1 | 0 | 0 | 6.829 |
| 20 | 0 | 0 | 0 | 0 | 7.518 |
| 21 | 1 | 0 | 1 | 0 | 6.167 |
| 22 | 0 | 1 | 1 | 0 | 6.537 |
| 23 | 1 | 0 | 0 | 1 | 6.257 |
| 24 | 0 | 0 | 1 | −1 | 6.665 |
| 25 | 0 | 1 | 0 | −1 | 6.944 |
| 26 | 0 | −1 | 0 | −1 | 6.543 |
| 27 | 1 | 1 | 0 | 0 | 6.698 |
| 28 | 0 | 1 | −1 | 0 | 6.677 |
| 29 | 0 | −1 | 1 | 0 | 6.896 |
Test of significance for regression coefficient.
| Source | Sum of Squares | Df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 17.96 | 14 | 1.28 | 24.73 | <0.0001 |
| 1.23 | 1 | 1.23 | 23.74 | 0.0002 | |
| 0.83 | 1 | 0.83 | 15.94 | 0.0013 | |
| 1.86 | 1 | 1.86 | 35.87 | <0.0001 | |
| 1.42 | 1 | 1.42 | 27.42 | 0.0001 | |
| 0.36 | 1 | 0.36 | 6.88 | 0.0200 | |
| 0.24 | 1 | 0.24 | 4.57 | 0.0506 | |
| 0.56 | 1 | 0.56 | 10.77 | 0.0055 | |
| 0.50 | 1 | 0.50 | 9.64 | 0.0078 | |
| 7.022 × 10−4 | 1 | 7.022 × 10−4 | 0.014 | 0.9090 | |
| 0.20 | 1 | 0.20 | 3.95 | 0.0669 | |
| 5.93 | 1 | 5.93 | 114.39 | <0.0001 | |
| 0.34 | 1 | 0.34 | 6.49 | 0.0232 | |
| 6.63 | 1 | 6.63 | 127.83 | <0.0001 | |
| 1.27 | 1 | 1.27 | 24.40 | 0.0002 | |
| Residual | 0.73 | 14 | 0.052 | ||
| Lack of fit | 0.65 | 10 | 0.065 | 3.32 | 0.1293 |
| Pure error | 0.078 | 4 | 0.020 | ||
| Corrected total | 18.68 | 28 | |||
Figure 8Effect of different microwave treatment times by different solvents on microwave extraction. (A) Response surface plot showing the extraction content as a function of microwave extraction time and ethanol concentration; (B) Contour plot showing the extraction content as a function of microwave extraction time and ethanol concentration; (C) Response surface plot showing the extraction content as a function of ultrasonic extraction time and microwave extraction time; (D) Contour plot showing the extraction content as a function of ultrasonic extraction time and microwave extraction time; (E) Response surface plot showing the extraction content as a function of ultrasonic power and ethanol concentration; (F) Contour plot showing the extraction content as a function of ultrasonic power and ethanol concentration. Figure 8E,F show how the TFC varied with different ethanol concentrations and ultrasonic power levels at a fixed microwave extraction time of 7 min and ultrasonic extraction time of 10 min. With a decrease in the ultrasonic power, the TFC decreased accordingly. An increase in the ethanol concentration from 40% (v/v) to 50% (v/v) resulted in an increase in the TFC.
Figure 9(a) Microwave reactor; (b) Ultrasonic extraction device.
Figure 10Standard curve of the concentration of total flavonoids.
Independent variables and their levels in the response surface design.
| Independent Variables | Symbol | Levels | ||
|---|---|---|---|---|
| −1 | 0 | 1 | ||
| Ethanol concentration (%) |
| 40 | 50 | 60 |
| Microwave extraction time (min) |
| 6 | 7 | 8 |
| Ultrasonic extraction time (min) |
| 8 | 10 | 12 |
| Ultrasonic power (W) |
| 210 | 320 | 430 |