| Literature DB >> 27483227 |
Qihong Zhang1, Jingbo Yu2, Yingyao Wang3, Weike Su4,5.
Abstract
Flavonoids from Sophora flavescens were selectively extracted by mechanochemical-promoted extraction technology (MPET) after using response surface methodology to determine the optimal extraction parameters. The highest yield of 35.17 mg/g was achieved by grinding the roots with Na₂CO₃ (15%) at 440 rpm/min for 17.0 min and water was used as the sole solvent with a ratio of solvent to solid material of 25 mL/g. Flavonoids prepared by MPET demonstrated relatively higher antioxidant activities in subsequent DPPH and hydroxyl radical scavenging assays. Main constituents in the extracts, including kurarinol, kushenol I/N and kurarinone, were characterized by HPLC-MS/MS, indicating good selective extraction by MPET. Physicochemical property changes of powder during mechanochemical milling were identified by scanning electron microscopy, X-ray powder diffraction, and UV-Vis diffuse-reflectance spectroscopy. Compared with traditional extraction methods, MPET possesses notable advantages of higher selectivity, lower extraction temperature, shorter extraction time, and organic solvent free properties.Entities:
Keywords: Sophora flavescens Ait.; flavonoids; mechanochemical-promoted extraction technology; response surface methodology; selectivity
Mesh:
Substances:
Year: 2016 PMID: 27483227 PMCID: PMC6273523 DOI: 10.3390/molecules21080989
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Effects of different solid reagents on flavonoids yield (a): (1) blank group: no solid reagent; (2) sodium borate; (3) diatomaceous earth; (4) basic aluminum oxide; (5) Ca2CO3; (6) NaHCO3; (7) Na2CO3; (8) control group: conventional agitation of unmilled S. flavescens powder and unmilled Na2CO3; (9) control group: conventional agitation of milled S. flavescens powder and unmilled Na2CO3; Effect of Na2CO3 and NaHCO3 concentration on flavonoids yield (b). Data are presented as mean ± SD (n = 3).
Figure 2UV-Vis absorption spectra.
The central composite experimental design and their response.
| Experiment Number | Coded Variables | Actual Variables | Yield (mg/g) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | −1 | −1 | −1 | −1 | 300 | 10 | 15 | 10 | 23.62 |
| 2 | 1 | −1 | −1 | −1 | 500 | 10 | 15 | 10 | 25.65 |
| 3 | −1 | 1 | −1 | −1 | 300 | 20 | 15 | 10 | 25.95 |
| 4 | 1 | 1 | −1 | −1 | 500 | 20 | 15 | 10 | 30.44 |
| 5 | −1 | −1 | 1 | −1 | 300 | 10 | 25 | 10 | 24.99 |
| 6 | 1 | −1 | 1 | −1 | 500 | 10 | 25 | 10 | 28.76 |
| 7 | −1 | 1 | 1 | −1 | 300 | 20 | 25 | 10 | 27.13 |
| 8 | 1 | 1 | 1 | −1 | 500 | 20 | 25 | 10 | 32.08 |
| 9 | −1 | −1 | −1 | 1 | 300 | 10 | 15 | 20 | 24.31 |
| 10 | 1 | −1 | −1 | 1 | 500 | 10 | 15 | 20 | 27.17 |
| 11 | −1 | 1 | −1 | 1 | 300 | 20 | 15 | 20 | 26.97 |
| 12 | 1 | 1 | −1 | 1 | 500 | 20 | 15 | 20 | 30.95 |
| 13 | −1 | −1 | 1 | 1 | 300 | 10 | 25 | 20 | 27.82 |
| 14 | 1 | −1 | 1 | 1 | 500 | 10 | 25 | 20 | 30.15 |
| 15 | −1 | 1 | 1 | 1 | 300 | 20 | 25 | 20 | 29.42 |
| 16 | 1 | 1 | 1 | 1 | 500 | 20 | 25 | 20 | 33.78 |
| 17 | −2 | 0 | 0 | 0 | 200 | 15 | 20 | 15 | 19.41 |
| 18 | 2 | 0 | 0 | 0 | 600 | 15 | 20 | 15 | 27.20 |
| 19 | 0 | −2 | 0 | 0 | 400 | 5 | 20 | 15 | 24.08 |
| 20 | 0 | 2 | 0 | 0 | 400 | 25 | 20 | 15 | 30.24 |
| 21 | 0 | 0 | −2 | 0 | 400 | 15 | 10 | 15 | 28.37 |
| 22 | 0 | 0 | 2 | 0 | 400 | 15 | 30 | 15 | 33.94 |
| 23 | 0 | 0 | 0 | −2 | 400 | 15 | 20 | 5 | 30.03 |
| 24 | 0 | 0 | 0 | 2 | 400 | 15 | 20 | 25 | 33.38 |
| 25 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.15 |
| 26 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.63 |
| 27 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.45 |
| 28 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.56 |
| 29 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.74 |
| 30 | 0 | 0 | 0 | 0 | 400 | 15 | 20 | 15 | 33.65 |
Results of the ANOVA to the response surface quadratic model.
| Source | df | Sum of Squares | Mean Square | ||
|---|---|---|---|---|---|
| Model | 14 | 425.74 | 30.41 | 279.18 | <0.0001 ** |
| 1 | 81.96 | 81.96 | 752.39 | <0.000 1** | |
| 1 | 55.72 | 55.72 | 511.57 | <0.0001 ** | |
| 1 | 38.03 | 38.03 | 349.11 | <0.0001 ** | |
| 1 | 14.49 | 14.49 | 133.05 | <0.0001 ** | |
| 1 | 2.88 | 2.88 | 26.45 | 0.0001 ** | |
| 1 | 0.26 | 0.26 | 2.41 | 0.1413 | |
| 1 | 0.18 | 0.18 | 1.68 | 0.2148 | |
| 1 | 0.51 | 0.51 | 4.73 | 0.0461 * | |
| 1 | 0.052 | 0.052 | 0.48 | 0.5012 | |
| 1 | 1.25 | 1.25 | 11.46 | 0.0041 ** | |
| 1 | 185.28 | 185.28 | 1701.00 | <0.0001 ** | |
| 1 | 73.35 | 73.35 | 673.40 | <0.0001 ** | |
| 1 | 11.11 | 11.11 | 102.04 | <0.0001 ** | |
| 1 | 6.83 | 6.83 | 62.72 | <0.0001 ** | |
| Residual | 15 | 1.63 | 0.11 | ||
| Lack od fit | 10 | 1.41 | 0.14 | 3.21 | 0.1050 |
| Pure error | 5 | 0.22 | 0.044 | ||
| Cor total | 29 | 427.37 | |||
| R2 = 0.9962 | |||||
| Adj-R2 = 0.9926 |
Note: * p < 0.05 significant, ** p < 0.01 highly significant.
Figure 3Response surface (3D) showing the effect of variables on total flavonoid extraction. (a) rotational speed and grinding time; (b) solvent to material ratio and rotational speed; (c) solid reagents and rotational speed; (d) solvent to material ratio and grinding time; (e) solid reagents and grinding time; (f) solvent to material ratio and solid reagents.
Figure 4HPLC for different extraction methods: (a) conventional heating extraction; (b) mechanochemical-promoted extraction technology.
Figure 5Antioxidant activities of flavonoids. (a) DPPH radical scavenging activity; (b) hydroxyl radical scavenging activity. Data were presented as mean ± SD (n = 3).
Figure 6SEM micrograph of: (a) physical mixture; (b) mechanochemical mixture.
Figure 7X-ray diffraction spectra of (a) physical mixture; (b) mechanochemical mixture.
Figure 8UV-Vis diffuse-reflectance spectra of: (a) physical mixture; (b) mechanochemical mixture.
Comparison of different flavonoid extraction methods.
| Method | Extraction Solvent | Extraction Temperature (°C) | Extraction Time (min) | Content (%) | Extraction Yield (mg/g) |
|---|---|---|---|---|---|
| MPET | water | 25 | 20 | 4.76 ± 0.14 | 35.17 ± 0.06 |
| Ultrasound | 44.20% ethanol | 57 | 29.5 | 1.98 ± 0.09 | 33.56 ± 0.11 |
| Microwave | 60% ethanol | - a | 25 | 1.73 ± 0.08 | 35.35 ± 0.09 |
| Conventional heating | 80% ethanol | 85 | 60 + 60 | 2.01 ± 0.13 | 33.87 ± 0.10 |
Data are presented as mean ± SD (n = 3). a microwave power 420 W.
Comparison of results of MPET and CHE.
| Independent Variables | Symbol | Coded Factor Level | ||||
|---|---|---|---|---|---|---|
| −2 | −1 | 0 | 1 | 2 | ||
| Rotational speed (rpm) | 200 | 300 | 400 | 500 | 600 | |
| Grinding time (min) | 5 | 10 | 15 | 20 | 25 | |
| Solvent to material ratio | 10:1 | 15:1 | 20:1 | 25:1 | 30:1 | |
| Solid reagents (%) | 6 | 9 | 12 | 15 | 18 | |