| Literature DB >> 26343617 |
Chang-Liang Jing1, Xiao-Fang Dong2, Jian-Ming Tong3.
Abstract
Ultrasonic-assisted extraction (UAE) was used to extract flavonoid-enriched antioxidants from alfalfa aerial part. Response surface methodology (RSM), based on a four-factor, five-level central composite design (CCD), was employed to obtain the optimal extraction parameters, in which the flavonoid content was maximum and the antioxidant activity of the extracts was strongest. Radical scavenging capacity of the extracts, which represents the amounts of antioxidants in alfalfa, was determined by using 2,2'-azino-bis (3-ethylbenzothiazoline-6-sulphonicacid) (ABTS) and 2,2'-diphenyl-1-picrylhydrazyl (DPPH) methods. The results showed good fit with the proposed models for the total flavonoid extraction (R² = 0.9849), for the antioxidant extraction assayed by ABTS method (R² = 0.9764), and by DPPH method (R² = 0.9806). Optimized extraction conditions for total flavonoids was a ratio of liquid to solid of 57.16 mL/g, 62.33 °C, 57.08 min, and 52.14% ethanol. The optimal extraction parameters of extracts for the highest antioxidant activity by DPPH method was a ratio of liquid to solid 60.3 mL/g, 54.56 °C, 45.59 min, and 46.67% ethanol, and by ABTS assay was a ratio of liquid to solid 47.29 mL/g, 63.73 °C, 51.62 min, and 60% ethanol concentration. Our work offers optimal extraction conditions for total flavonoids and antioxidants from alfalfa.Entities:
Keywords: alfalfa; antioxidant capacity; flavonoid compounds; response surface methodology; ultrasonic-assisted extraction
Mesh:
Substances:
Year: 2015 PMID: 26343617 PMCID: PMC6332291 DOI: 10.3390/molecules200915550
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Effects of liquid to solid ratio on the extraction yield of total flavonoids (a); ABTS (b) and DPPH (c) radical-scavenging capacities of extracts from alfalfa.
Figure 2Effects of extraction temperature on the extraction yield of total flavonoids (a); ABTS (b) and DPPH (c) radical-scavenging capacities of extracts from alfalfa.
Figure 3Effects of extraction time on the extraction yield of total flavonoids (a); ABTS (b) and DPPH (c) radical-scavenging capacities of extracts from alfalfa.
Figure 4Effects of ethanol concentration on the extraction yield of total flavonoids (a); ABTS (b) and DPPH (c) radical-scavenging capacities of extracts from alfalfa.
Coded and real levels of the operational parameters and experimental and predicted values for different levels of experiment design.
| Run | X1(Rls) a | X2(Et) b | X3(T) c | X4(Ec) d | TFC (mg RE/g) | ABTS (%) | DPPH (%) | |||
|---|---|---|---|---|---|---|---|---|---|---|
| exp | pred | exp | pred | exp | pred | |||||
| 1 | 40(−1) | 50(−1) | 40(−1) | 30(−1) | 4.76 | 4.81 | 76.30 | 77.60 | 68.98 | 69.00 |
| 2 | 60(1) | 50(−1) | 40(−1) | 30(−1) | 5.40 | 5.46 | 78.85 | 79.01 | 75.03 | 74.96 |
| 3 | 40(−1) | 70(1) | 40(−1) | 30(−1) | 4.98 | 5.01 | 78.96 | 79.08 | 75.15 | 74.57 |
| 4 | 60(1) | 70(1) | 40(−1) | 30(−1) | 5.39 | 5.45 | 79.57 | 76.69 | 74.07 | 73.93 |
| 5 | 40(−1) | 50(−1) | 80(1) | 30(−1) | 4.98 | 4.98 | 80.04 | 80.12 | 70.38 | 70.79 |
| 6 | 60(1) | 50(−1) | 80(1) | 30(−1) | 5.25 | 5.28 | 84.38 | 84.51 | 73.57 | 73.05 |
| 7 | 40(−1) | 70(1) | 80(1) | 30(−1) | 4.94 | 4.92 | 80.76 | 80.98 | 76.15 | 76.85 |
| 8 | 60(1) | 70(1) | 80(1) | 30(−1) | 5.00 | 5.01 | 83.99 | 84.57 | 72.94 | 72.49 |
| 9 | 40(−1) | 50(−1) | 40(−1) | 50(1) | 5.35 | 5.41 | 83.10 | 82.85 | 71.86 | 72.24 |
| 10 | 60(1) | 50(−1) | 40(−1) | 50(1) | 6.07 | 6.06 | 82.02 | 82.06 | 81.09 | 80.04 |
| 11 | 40(−1) | 70(1) | 40(−1) | 50(1) | 5.89 | 5.82 | 84.36 | 84.50 | 75.70 | 75.87 |
| 12 | 60(1) | 70(1) | 40(−1) | 50(1) | 6.19 | 6.26 | 82.68 | 82.92 | 77.55 | 77.06 |
| 13 | 40(−1) | 50(−1) | 80(1) | 50(1) | 5.84 | 5.75 | 81.13 | 81.28 | 72.46 | 72.25 |
| 14 | 60(1) | 50(−1) | 80(1) | 50(1) | 6.00 | 6.04 | 83.27 | 83.47 | 75.83 | 76.33 |
| 15 | 40(−1) | 70(1) | 80(1) | 50(1) | 5.88 | 5.89 | 82.15 | 82.31 | 76.36 | 76.35 |
| 16 | 60(1) | 70(1) | 80(1) | 50(1) | 6.05 | 5.97 | 84.41 | 83.70 | 74.20 | 73.82 |
| 17 | 30(−2) | 60(0) | 60(0) | 40(0) | 5.24 | 5.27 | 79.40 | 78.89 | 73.36 | 72.71 |
| 18 | 70(2) | 60(0) | 60(0) | 40(0) | 6.08 | 6.01 | 81.77 | 81.69 | 75.06 | 76.14 |
| 19 | 50(0) | 40(−2) | 60(0) | 40(0) | 5.53 | 5.48 | 82.29 | 81.85 | 73.20 | 73.25 |
| 20 | 50(0) | 80(2) | 60(0) | 40(0) | 5.61 | 5.62 | 83.71 | 83.56 | 75.94 | 76.32 |
| 21 | 50(0) | 60(0) | 20(−2) | 40(0) | 5.51 | 5.41 | 77.83 | 77.35 | 75.13 | 75.79 |
| 22 | 50(0) | 60(0) | 100(2) | 40(0) | 5.23 | 5.30 | 80.77 | 80.66 | 74.59 | 74.35 |
| 23 | 50(0) | 60(0) | 60(0) | 20(−2) | 4.80 | 4.71 | 83.88 | 82.97 | 70.73 | 70.83 |
| 24 | 50(0) | 60(0) | 60(0) | 60(2) | 6.23 | 6.28 | 87.04 | 87.35 | 75.09 | 75.41 |
| 25 | 50(0) | 60(0) | 60(0) | 40(0) | 6.06 | 6.15 | 85.52 | 86.07 | 80.03 | 70.83 |
| 26 | 50(0) | 60(0) | 60(0) | 40(0) | 6.28 | 6.15 | 86.47 | 86.07 | 79.14 | 75.41 |
| 27 | 50(0) | 60(0) | 60(0) | 40(0) | 6.18 | 6.15 | 85.76 | 86.07 | 79.95 | 79.73 |
| 28 | 50(0) | 60(0) | 60(0) | 40(0) | 6.11 | 6.15 | 86.13 | 86.07 | 80.13 | 79.73 |
| 29 | 50(0) | 60(0) | 60(0) | 40(0) | 6.16 | 6.15 | 86.23 | 86.07 | 79.23 | 79.73 |
| 30 | 50(0) | 60(0) | 60(0) | 40(0) | 6.10 | 6.15 | 86.32 | 86.07 | 79.90 | 79.73 |
Rls is ratio of liquid to solid (mL/g); Et is extraction temperature (°C); T is extraction time (min); Ec is ethanol concentration (%, v/v); exp: experimental; pre: predicted.
Regression models fitted to the experimental data of response variables.
| Response | Model Equation a | |
|---|---|---|
| Y1 | TFC(mg RE/g) | Y1 = 6.15 + 0.18X1 + 0.034X2 − 0.027X3 + 0.39X4 − 0.053X1X2 − 0.090X1X3 − 0.001724X1X4 − 0.066X2X3 + 0.052X2X4 + 0.040X3X4 − 0.13X12 − 0.15X22 − 0.2X32 − 0.16X42 |
| Y2 | ABTS radical-scavenging capability (%) | Y2 = 225.29 + 11.75X1 + 4.41X2 + 16.40X3 + 28.77X4 + 0.64X1X2 + 8.87X1X3 + 4.80X1X4 + 0.38X2X3 + 0.031X2X4 + 16.73X3X4 + 57.38X12 + 19.46X22 + 85.62X32 + 1.42X42 |
| Y3 | DPPH radical-scavenging capability (%) | Y3 = 277.99 + 17.73X1 + 14.15X2 + 3.10X3 + 31.50X4 + 43.73X1X2 + 13.82X1X3 + 3.36X1X4 + 0.23X2X3 + 3.79X2X4 + 3.21X3X4 + 48.28X12 + 41.95X22 + 37.23X32 + 74.86X42 |
X1: Ratio of liquid to solid (mL/g); X2: Extraction temperature (°C); X3: Extraction time (min); X4: Ethanol concentration (%, v/v).
Analysis of variance results for the multiple regression to predict flavonoids.
| Source | Sum of Squares | Degree of Freedom | Mean Square | Significant b | |||
|---|---|---|---|---|---|---|---|
| Y1 | Model a | 6.93 | 14 | 0.50 | 69.03 | ˂0.0001 | ** |
| X1 | 0.82 | 1 | 0.82 | 115.29 | ˂0.0001 | ** | |
| X2 | 0.029 | 1 | 0.029 | 4.02 | 0.0634 | ||
| X3 | 0.018 | 1 | 0.018 | 2.55 | 0.1309 | ||
| X4 | 3.7 | 1 | 3.70 | 522.30 | ˂0.0001 | ** | |
| X1X2 | 0.045 | 1 | 0.045 | 6.37 | 0.0234 | * | |
| X1X3 | 0.13 | 1 | 0.13 | 18.20 | 0.0007 | ** | |
| X1X4 | 4.758 × 10−5 | 1 | 4.758 × 10−5 | 6.708 × 10−3 | 0.9358 | ||
| X2X3 | 0.069 | 1 | 0.069 | 9.79 | 0.0069 | ** | |
| X2X4 | 0.044 | 1 | 0.044 | 6.15 | 0.0255 | * | |
| X3X4 | 0.026 | 1 | 0.026 | 3.66 | 0.0749 | ||
| X12 | 0.45 | 1 | 0.45 | 63.11 | ˂0.0001 | ** | |
| X22 | 0.61 | 1 | 0.61 | 85.71 | ˂0.0001 | ** | |
| X32 | 1.09 | 1 | 1.09 | 153.67 | ˂0.0001 | ** | |
| X42 | 0.74 | 1 | 0.74 | 103.82 | ˂0.0001 | ** | |
| Residual | 0.11 | 15 | 7.092× 10−3 | ||||
| Lack of fit | 0.076 | 10 | 7.552× 10−3 | 1.22 | 0.4360 | ||
| Pure error | 0.031 | 5 | 6.172× 10−3 | ||||
| R2 = 0.9849; Adj R2 = 0.9708; Pred R2 = 0.9319; Adeq Precision = 26.390; C.V.% = 1.49 | |||||||
a X1: Ratio of liquid to solid (mL/g); X2: Extraction temperature (°C); X3: Extraction time (min); X4: Ethanol concentration (%, v/v). b **: indicate highly significant (p ˂ 0.01), *: indicate significant (p ˂ 0.05).
Analysis of variance results for the multiple regressions to predict ABTS and DPPH radical scavenging capacity of extracts.
| Source | Degree of Freedom | ABTS Radical Scavenging Capacity (%) | DPPH Radical Scavenging Capacity (%) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sum of Squares | Mean Square | Significant b | Sum of Squares | Mean Square | Significant b | ||||||||
| Y2 Model a | 14 | 225.29 | 16.09 | 54.25 | ˂0.0001 | ** | Y3 277.99 | 19.86 | 44.25 | ˂0.0001 | ** | ||
| X1 | 1 | 11.75 | 11.75 | 39.62 | ˂0.0001 | ** | 17.73 | 17.73 | 39.51 | ˂0.0001 | ** | ||
| X2 | 1 | 4.41 | 4.41 | 14.86 | 0.0016 | * | 14.15 | 14.15 | 31.53 | ˂0.0001 | ** | ||
| X3 | 1 | 16.40 | 16.40 | 55.29 | ˂0.0001 | ** | 3.10 | 3.10 | 6.90 | 0.0190 | * | ||
| X4 | 1 | 28.77 | 28.77 | 97.01 | ˂0.0001 | ** | 31.50 | 31.50 | 70.21 | ˂0.0001 | ** | ||
| X1X2 | 1 | 0.64 | 0.64 | 2.16 | 0.1626 | 43.73 | 43.73 | 97.46 | 0.0234 | * | |||
| X1X3 | 1 | 8.87 | 8.87 | 29.91 | ˂0.0001 | ** | 13.82 | 13.82 | 30.80 | 0.0007 | ** | ||
| X1X4 | 1 | 4.80 | 4.80 | 16.19 | 0.0011 | ** | 3.36 | 3.36 | 7.48 | 0.9358 | |||
| X2X3 | 1 | 0.38 | 0.38 | 1.29 | 0.2732 | 0.23 | 0.23 | 0.50 | 0.0069 | ** | |||
| X2X4 | 1 | 0.031 | 0.031 | 0.10 | 0.7508 | 3.79 | 3.79 | 8.44 | 0.0255 | * | |||
| X3X4 | 1 | 16.73 | 16.73 | 56.40 | ˂0.0001 | ** | 3.21 | 3.21 | 7.15 | 0.0749 | |||
| X12 | 1 | 57.38 | 57.38 | 193.46 | ˂0.0001 | ** | 48.28 | 48.28 | 107.60 | ˂0.0001 | ** | ||
| X22 | 1 | 19.46 | 19.46 | 65.60 | ˂0.0001 | ** | 41.95 | 41.95 | 93.49 | ˂0.0001 | ** | ||
| X32 | 1 | 85.62 | 85.62 | 288.68 | ˂0.0001 | ** | 37.23 | 37.23 | 82.98 | ˂0.0001 | ** | ||
| X42 | 1 | 1.42 | 1.42 | 4.78 | 0.0451 | * | 74.86 | 74.86 | 166.84 | ˂0.0001 | ** | ||
| Residual | 15 | 4.45 | 0.30 | 6.73 | 0.45 | ||||||||
| Lack of fit | 10 | 3.79 | 0.38 | 2.87 | 0.1279 | 5.81 | 0.58 | 3.17 | 0.4527 | ||||
| Pure error | 5 | 0.66 | 0.13 | 0.92 | 0.18 | ||||||||
| R2 = 0.9806; Adj R2 = 0.9626; Pred R2 = 0.9009; Adeq Precision = 25.970; C.V.% = 0.66 | R2 = 0.9764; Adj R2 = 0.9543; Pred R2 = 0.8788; Adeq Precision = 23.316; C.V.% = 0.89 | ||||||||||||
a X1: Ratio of liquid to solid (mL/g); X2: Extraction temperature (°C); X3: Extraction time (min); X4: Ethanol concentration (%, v/v). b **: indicate highly significant (p ˂ 0.01), *: indicate significant (p ˂ 0.05).
Figure 5Response surface plots (3D) showing the effects of variables on total flavonoid extraction. (a) liquid to solid ratio and temperature; (b) liquid to solid ratio and time; (c) liquid to solid ratio and Ethanol concentration; (d) time and temperature; (e) temperature and ethanol concentration; (f) time and ethanol concentration.
Figure 6Response surface plots (3D) showing the effects of the extraction parameters on ABTS radical-scavenging capacity of alfalfa extracts. (a) liquid to solid ratio and temperature; (b) liquid to solid ratio and time; (c) liquid to solid ratio and Ethanol concentration; (d) time and temperature; (e) temperature and ethanol concentration; (f) time and ethanol concentration.
Figure 7Response surface plots (3D) showing the effects of the extraction parameters on DPPH radical-scavenging capacity of alfalfa extracts. (a) liquid to solid ratio and temperature; (b) liquid to solid ratio and time; (c) liquid to solid ratio and Ethanol concentration; (d) time and temperature; (e) temperature and ethanol concentration; (f) time and ethanol concentration.
Experimental and predicted values of response variables on optimal conditions.
| Response | Optimum Extraction Conditions b | Maximum Value | % Difference (CV) | ||||
|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | X4 | Experimental a | Predicted | ||
| Y1(RE mg/g) | 57.16 | 62.33 | 57.08 | 52.14 | 6.40 ± 0.08 | 6.46 | 1.32 |
| Y2 (%) | 47.29 | 63.73 | 51.62 | 60 | 87.38 ± 0.55 | 87.76 | 0.63 |
| Y3 (%) | 60.30 | 54.56 | 45.59 | 46.67 | 80.72 ± 0.54 | 80.48 | 0.67 |
Results are means ± SD (n = 3); X1: Ratio of liquid to solid (mL/g); X2: Extraction temperature (°C); X3: Extraction time (min); X4: Ethanol concentration (%, v/v).
The content of total flavonoids, phenolic, and antioxidant capacity of extracts prepared under three optimal UAE conditions and conventional methods.
| Methods | TFC | TPC | ABTS | DPPH | FRAP | |
|---|---|---|---|---|---|---|
| Ultrasonic-assisted extraction | E1 | 39.15 ± 0.63 a | 66.51 ± 1.52 a | 86.55 ± 0.07 a,b | 79.23 ± 0.68 a | 33.18 ± 0.14 b |
| E2 | 36.13 ± 0.68 b | 68.02 ± 0.43 a | 87.38 ± 0.68 a | 71.98 ± 0.13 b | 36.24 ± 0.11 a | |
| E3 | 34.88 ± 0.35 b | 58.35 ± 0.11 b | 85.58 ± 0.54 b | 80.72 ± 0.67 a | 32.68 ± 0.28 c | |
| Conventional | E4 | 29.73 ± 1.20 c | 48.36 ± 0.29 c | 70.85 ± 0.68 c | 66.73 ± 3.66 c | 32.65 ± 0.19 c |
Results are means ± SD (n = 3). Values followed by different letters are significantly different at p < 0.05. Sample E1, E2, E3 and E4 are the dried crude power extracted under the optimal conditions of Y1, Y2, Y3 and conventional method, respectively; TFC: total flavonoid content (mg RE/g), TPC: total phenolic content (mg GAE/g), ABTS: ABTS radical-scavenging ability (%), DPPH: DPPH radical- scavenging capacity (%); FRAP: ferric-reducing Antioxidant power (mg AA/g).