| Literature DB >> 30597974 |
Jing Zhou1, Lincheng Zhang2, Qinping Li3, Weifeng Jin4, Weiyan Chen5, Jin Han6, Yuyan Zhang7.
Abstract
The ultrasonic-assisted extraction process and antioxidant activity of flavonoids from Sophora flavescens were investigated in this study. In order to optimize the extraction of flavonoids from Sophora flavescens, the influence of extraction time, methanol concentration, ultrasonic temperature, and solvent-to-material ratio was analyzed. Results showed that the extraction yields reached a maximum with the extraction time of 30 min, methanol concentration of 80%, temperature of 80 °C, and solvent-to-material ratio of 26 mL/g. The flavonoids were determined by HPLC, and the mean yields of trifolirhizin, formononetin, isoxanthohumol, maackiain, and kurarinone under the optimal conditions were 2.570, 0.213, 0.534, 0.797, and 3.091 mg/g, respectively. The evaluation of vitro antioxidant activity exhibited Sophora flavescens flavonoids had a strong 1,1-diphenyl-2-picrylhydrazyl (DPPH) and hydroxyl radical-scavenging ability with IC50 of 0.984 and 1.084 mg/g, respectively. These results indicate that ultrasonic-assisted extraction is an efficient approach for the selective extraction of flavonoids, and response surface methodology further optimized the extraction.Entities:
Keywords: Sophora flavescens; antioxidant activity; flavonoids; response surface methodology; ultrasound-assisted extraction
Mesh:
Substances:
Year: 2018 PMID: 30597974 PMCID: PMC6337616 DOI: 10.3390/molecules24010112
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Effect of dependent variables on the extraction yield of flavonoids (a) extraction temperature, (b) methanol concentration, (c) temperature, and (d) solvent-to-material ratio. Data represent mean ± SD of three independent experiments.
Figure 2Structure of the five flavonoids: (a) trifolirhizin; (b) formononetin; (c) isoxanthohumol; (d) maackiain; and (e) kurarinone.
Regression coefficient, standard error, and analysis of variance (ANOVA) analysis of flavonoid extraction.
| Factor | Trifolirhizin | Formononetin | Isoxanthohumol | Maackiain | Kurarinone |
|---|---|---|---|---|---|
| F Value (Model) | 2.68 * | 3 * | 2.9 * | 2.76 * | 2.63 * |
| Intercept | 2156.02 | 191.81 | 490.11 | 675.45 | 2632.55 |
| X1 (Time) | 7.09 | −1.37 | 1.97 | −14.06 | 38.28 |
| X2 (Methanol concentration) | 203.12 ** | 3.89 | 4.90 | 37.05 * | 116.87 * |
| X3 (Temperature) | −30.26 | −7.30 | 2.44 | −35.14 * | 68.12 |
| X4 (Solvent-to-sample ratio) | 107.87 * | 16.56 * | 28.77 ** | 44.03 ** | 113.83 * |
| X1X2 | −238.19 * | −12.30 | −15.68 | −45.85 | 72.16 |
| X1X3 | 38.95 | −1.05 | −12.42 | −31.24 | −61.74 |
| X1X4 | 61.92 | 18.71 | 1.01 | 24.88 | −243.38 |
| X2X3 | 32.12 | 13.57 | 19.25 | 13.43 | 70.00 |
| X2X4 | 14.60 | −16.75 | −17.01 | −60.72 * | −33.67 |
| X3X4 | −103.30 | −8.68 | 34.37 * | 37.21 | 70.70 |
| X12 | 75.39 | 9.63 | 2.36 | −5.72 | 194.62 |
| X22 | −86.69 | −4.26 | −16.77 | −9.61 | −83.15 |
| X32 | 90.78 | 16.32 | 31.07 * | −7.62 | 51.19 |
| X42 | 26.23 | −23.93 * | −6.43 | −24.05 | 61.22 |
| R2 | 0.728 | 0.7501 | 0.7434 | 0.7339 | 0.7244 |
| Adj. R2 | 0.456 | 0.5001 | 0.4679 | 0.4868 | 0.4488 |
| F Value (Lack of Fit) | 1.44 | 1.69 | 3.71 | 1.28 | 2.11 |
Note: * p < 0.05 significant, ** p < 0.01 highly significant.
Figure 3Response surfaces and contours plots of flavonoids extracted from Sophora flavescens: (a) extraction time (X1) and methanol concentration (X2); (b) extraction temperature (X3) and solvent-to-material ratio (X4); and (c) methanol concentration (X2) and solvent-to-material ratio (X4).
Experimental data of the verification of predicted value at optimal extraction conditions.
| Varication Experiment | Trifolirhizin (mg/g) | Formononetin (mg/g) | Isoxanthohumol (mg/g) | Maackiain (mg/g) | Kurarinone (mg/g) | Comprehensive Evaluation Value | Predicted Value | Relative Error/% |
|---|---|---|---|---|---|---|---|---|
| 1 | 2.696 | 0.225 | 0.561 | 0.870 | 3.004 | 1.341 | 1.345 | 2.55 |
| 2 | 2.520 | 0.204 | 0.523 | 0.769 | 3.022 | 1.279 | ||
| 3 | 2.445 | 0.218 | 0.531 | 0.812 | 3.230 | 1.316 | ||
| 4 | 2.555 | 0.207 | 0.524 | 0.765 | 2.976 | 1.278 | ||
| 5 | 2.633 | 0.208 | 0.533 | 0.767 | 3.224 | 1.338 | ||
| Mean ± SD | 2.570 ± 0.098 | 0.213 ± 0.009 | 0.534 ± 0.015 | 0.797 ± 0.046 | 3.09± 0.125 | 1.311 ± 0.031 |
Relative error was calculated by comparing the experimental mean value and predicted value.
Figure 4Antioxidant activity of Sophora flavescens extracts. (a) 1,1-diphenyl-2-picrylhydrazyl (DPPH) radical scavenging activity. (b) Hydroxyl radical scavenging activity. Data represent means ± SD of three independent experiments.
Figure 5HPLC chromatogram of mixed reference (a) and extraction samples (b). 1: trifolirhizin; 2: formononetin; 3: isoxanthohumol; 4: maackiain; 5: kurarinone.
Box–Behnken Design (BBD) for the independent variables and corresponding response values.
| Runs | Time (X1)/min | Methanol Concentration (X2)/% | Temperature (X3)/°C | Solvent-to-Material Ratio (X4)/(mL/g) | Extraction Yield/mg.g−1 | Comprehensive Evaluation Value | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| Trifolirhizin | Formononetin | Isoxanthohumol | Maackiain | Kurarinone | ||||||
| 1 | 40(0) | 70(0) | 70(0) | 25(0) | 2.117 | 0.172 | 0.432 | 0.574 | 2.428 | 1.040 |
| 2 | 40(0) | 60(−1) | 80(1) | 25(0) | 1.784 | 0.168 | 0.437 | 0.552 | 2.323 | 0.954 |
| 3 | 50(1) | 80(1) | 70(0) | 25(0) | 1.955 | 0.180 | 0.468 | 0.608 | 2.584 | 1.051 |
| 4 | 40(0) | 70(0) | 80(1) | 30(1) | 2.050 | 0.159 | 0.496 | 0.632 | 2.683 | 1.087 |
| 5 | 50(1) | 70(0) | 70(0) | 20(−1) | 1.901 | 0.136 | 0.457 | 0.585 | 2.556 | 1.015 |
| 6 | 40(0) | 60(−1) | 70(0) | 30(1) | 1.975 | 0.207 | 0.517 | 0.757 | 2.706 | 1.120 |
| 7 | 40(0) | 70(0) | 70(0) | 25(0) | 2.010 | 0.192 | 0.475 | 0.738 | 2.644 | 1.102 |
| 8 | 30(−1) | 70(0) | 70(0) | 20(−1) | 2.158 | 0.171 | 0.439 | 0.673 | 2.482 | 1.078 |
| 9 | 40(0) | 70(0) | 80(1) | 20(−1) | 2.277 | 0.179 | 0.487 | 0.709 | 2.709 | 1.155 |
| 10 | 40(0) | 70(0) | 60(−1) | 20(−1) | 2.195 | 0.200 | 0.522 | 0.666 | 2.948 | 1.183 |
| 11 | 30(−1) | 70(0) | 80(1) | 25(0) | 2.288 | 0.221 | 0.550 | 0.717 | 3.049 | 1.238 |
| 12 | 30(−1) | 60(−1) | 70(0) | 25(0) | 1.863 | 0.197 | 0.471 | 0.606 | 2.548 | 1.032 |
| 13 | 50(1) | 70(0) | 70(0) | 30(1) | 2.498 | 0.216 | 0.524 | 0.672 | 2.896 | 1.237 |
| 14 | 40(0) | 70(0) | 60(−1) | 30(1) | 1.980 | 0.214 | 0.493 | 0.640 | 2.639 | 1.085 |
| 15 | 40(0) | 70(0) | 70(0) | 25(0) | 2.036 | 0.198 | 0.500 | 0.624 | 2.748 | 1.107 |
| 16 | 40(0) | 70(0) | 70(0) | 25(0) | 2.364 | 0.163 | 0.495 | 0.641 | 2.718 | 1.154 |
| 17 | 40(0) | 60(−1) | 70(0) | 20(−1) | 1.809 | 0.114 | 0.416 | 0.457 | 2.414 | 0.936 |
| 18 | 30(−1) | 80(1) | 70(0) | 25(0) | 2.459 | 0.203 | 0.514 | 0.771 | 2.804 | 1.229 |
| 19 | 40(0) | 80(1) | 60(−1) | 25(0) | 2.489 | 0.208 | 0.522 | 0.782 | 2.926 | 1.260 |
| 20 | 50(1) | 70(0) | 60(−1) | 25(0) | 2.357 | 0.213 | 0.515 | 0.770 | 2.689 | 1.193 |
| 21 | 30(−1) | 70(0) | 60(−1) | 25(0) | 2.232 | 0.204 | 0.483 | 0.633 | 2.559 | 1.112 |
| 22 | 40(0) | 60(−1) | 60(−1) | 25(0) | 2.540 | 0.216 | 0.536 | 0.698 | 2.824 | 1.239 |
| 23 | 50(1) | 70(0) | 80(1) | 25(0) | 2.569 | 0.227 | 0.531 | 0.719 | 2.933 | 1.270 |
| 24 | 50(1) | 60(−1) | 70(0) | 25(0) | 2.212 | 0.204 | 0.488 | 0.627 | 2.539 | 1.104 |
| 25 | 30(−1) | 70(0) | 70(0) | 30(1) | 2.507 | 0.187 | 0.502 | 0.581 | 2.996 | 1.225 |
| 26 | 40(0) | 80(1) | 80(1) | 25(0) | 2.362 | 0.214 | 0.500 | 0.669 | 2.706 | 1.174 |
| 27 | 40(0) | 80(1) | 70(0) | 20(−1) | 2.266 | 0.151 | 0.443 | 0.637 | 2.441 | 1.077 |
| 28 | 40(0) | 70(0) | 70(0) | 25(0) | 2.654 | 0.214 | 0.638 | 0.801 | 1.579 | 1.076 |
| 29 | 40(0) | 80(1) | 70(0) | 30(1) | 2.490 | 0.177 | 0.476 | 0.695 | 2.597 | 1.170 |