| Literature DB >> 30598032 |
Li Zhang1,2, Pengzhan Liu3, Linlin Li4, Ying Huang5,6, Yunfeng Pu7,8, Xujie Hou9,10, Lijun Song11,12.
Abstract
In this study, the ultra-high pressure extraction (UHPE) conditions for obtaining the maximum flavonoid yield from Xinjiang jujube (Ziziphus jujuba Mill.) leaves (XJL) were optimized by response surface methodology (RSM). Box⁻Behnken design (BBD) was applied to evaluate the effects of four variables (extraction temperature, pressure, time and liquid-to-solid ratio) on flavonoid yield. The results showed that the optimal flavonoid yield (25.45 ± 0.21 mg/g) was derived at 50.0 °C, 342.39 MPa, 11.56 min, and a liquid-to-solid ratio of 43.95 mL/g. Eight compounds were tentatively identified and quantified as kaempferol and quercetin glycosides with UPLC-ESI-MS. Compared to ultrasound-assisted extraction (UAE), UHPE can obtain higher concentrations of total flavonoids and stronger DPPH and ABTS radical-scavenging activities in a much shorter time. Therefore, UHPE is an alternative to UAE for obtaining flavonoids from XJL, which may be an optional method for large-scale industrial flavonoid extraction from XJL.Entities:
Keywords: UPLC-ESI-MS; Xinjiang jujube leaf; antioxidant activity; flavonoid; ultra-high pressure extraction
Mesh:
Substances:
Year: 2018 PMID: 30598032 PMCID: PMC6337089 DOI: 10.3390/molecules24010122
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Levels and codes of variables chosen for the design.
| Code | X1: Temperature (°C) | X2: Pressure (MPa) | X3: Time (min) | X4: Liquid-to-Solid Ratio (mL/g) |
|---|---|---|---|---|
| −1 | 35 | 200 | 8 | 30:1 |
| 0 | 45 | 300 | 10 | 40:1 |
| +1 | 55 | 400 | 12 | 50:1 |
Box–Behnken design and response values for the flavonoid yield of Xinjiang jujube leaves (XJL).
| Runs | X1: Temperature (°C) | X2: Pressure (MPa) | X3: Time (min) | X4: Liquid-to-Solid Ratio ( | Y: Flavonoid Yield (mg/g) |
|---|---|---|---|---|---|
| 1 | 45 | 300 | 10 | 40 | 25.14 |
| 2 | 55 | 200 | 10 | 40 | 23.69 |
| 3 | 55 | 300 | 10 | 50 | 25.04 |
| 4 | 45 | 200 | 12 | 40 | 23.83 |
| 5 | 35 | 300 | 10 | 50 | 23.19 |
| 6 | 55 | 300 | 10 | 30 | 24.43 |
| 7 | 45 | 300 | 10 | 40 | 25.03 |
| 8 | 45 | 300 | 10 | 40 | 24.99 |
| 9 | 55 | 400 | 10 | 40 | 24.91 |
| 10 | 55 | 300 | 12 | 40 | 25.44 |
| 11 | 55 | 300 | 8 | 40 | 23.05 |
| 12 | 45 | 300 | 12 | 30 | 24.59 |
| 13 | 45 | 200 | 8 | 40 | 21.74 |
| 14 | 35 | 300 | 10 | 30 | 22.76 |
| 15 | 45 | 400 | 10 | 50 | 24.78 |
| 16 | 35 | 400 | 10 | 40 | 23.52 |
| 17 | 35 | 300 | 8 | 40 | 21.59 |
| 18 | 45 | 300 | 10 | 40 | 25.14 |
| 19 | 45 | 300 | 10 | 40 | 25.19 |
| 20 | 45 | 200 | 10 | 50 | 23.26 |
| 21 | 45 | 400 | 8 | 40 | 22.92 |
| 22 | 45 | 300 | 8 | 50 | 22.59 |
| 23 | 45 | 400 | 10 | 30 | 24.48 |
| 24 | 45 | 300 | 12 | 50 | 25.29 |
| 25 | 45 | 300 | 8 | 30 | 22.66 |
| 26 | 35 | 300 | 12 | 40 | 23.75 |
| 27 | 35 | 200 | 10 | 40 | 21.46 |
| 28 | 45 | 200 | 10 | 30 | 22.73 |
| 29 | 45 | 400 | 12 | 40 | 25.37 |
Analysis of variance for the response surface model for the flavonoid yield of XJL.
| Source | Sum of Squares | df | Mean Square | F Value | |
|---|---|---|---|---|---|
| Model | 42.38 | 14 | 3.03 | 276.25 | <0.0001 |
| X1: temperature | 8.82 | 1 | 8.82 | 805.18 | <0.0001 |
| X2: pressure | 7.16 | 1 | 7.16 | 653.46 | <0.0001 |
| X3: time | 15.69 | 1 | 15.69 | 1431.42 | <0.0001 |
| X4: Liquid–material ratio | 0.52 | 1 | 0.52 | 47.53 | <0.0001 |
| X1X2 | 0.18 | 1 | 0.18 | 16.1 | 0.0013 |
| X1X3 | 0.013 | 1 | 0.013 | 1.21 | 0.2905 |
| X1X4 | 8.10 × 10−3 | 1 | 8.10 × 10−3 | 0.74 | 0.4044 |
| X2X3 | 0.032 | 1 | 0.032 | 2.96 | 0.1076 |
| X2X4 | 0.013 | 1 | 0.013 | 1.21 | 0.2905 |
| X3X4 | 0.15 | 1 | 0.15 | 13.53 | 0.0025 |
| X12 | 4.4 | 1 | 4.4 | 401.08 | <0.0001 |
| X22 | 4.58 | 1 | 4.58 | 418.31 | <0.0001 |
| X32 | 4.41 | 1 | 4.41 | 402.29 | <0.0001 |
| X42 | 1.32 | 1 | 1.32 | 120.88 | <0.0001 |
| Residual | 0.15 | 14 | 0.011 | ||
| Lack of fit | 0.13 | 10 | 0.013 | 1.77 | 0.3062 |
| Pure error | 0.028 | 4 | 7.07 × 10−3 | ||
| Cor total | 42.54 | 28 | |||
| R2 | 0.9964 | ||||
| Adj R2 | 0.9928 | ||||
| Pred R2 | 0.9820 | ||||
| Adeq precision | 53.151 |
Figure 1Response surface plots (a,c) and contour plots (b,d) of flavonoid yield affected by extraction temperature (X1), extraction pressure (X2), extraction time (X3) and liquid-to-solid ratio (X4).
Figure 22,2-Diphenyl-1-picrylhydrazyl (DPPH) radical-scavenging activity of ultrasound-assisted extraction (UAE) and ultra-high pressure extraction (UHPE) extracts.
Figure 32,2′-Azino-bis(3-ethylbenzothiazoline-6-sulphonic acid) (ABTS) radical-scavenging activity of UAE and UHPE extracts.
Figure 4HPLC chromatograms of flavonoids in the XJL extracts at 280 nm. The peak numbering corresponds to the compounds in Table 4. (a): UAE extract, (b): UHPE extract.
Flavonoid compositions in the extracts identified and quantified by HPLC and UPLC-ESI-MS.
| Peak | Rt1 a | Rt2 a | Compounds | Calculated MW | [M + H]+/[M − H]− b | Δ mmu | Fragment Ions b | MS2 | Quantification (mg/g) | Ref. | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (Min) | (Min) | (Da) | ( | ( | UAE Extract | UHPE Extract | |||||
| 1 | 7.71 | 23.93 | Quercetin-3- | 610.1534 | 611.1599 | −1.230 | 303.0495; 465.1025 | 303.0496; 465.1023 | 1.820 b ± 0.120 | 2.987 a ± 0.017 | [ |
| 2 | 7.94 | 24.38 | Rutin (Quercetin-3- | 610.1534 | 611.1605 | −0.680 | 303.0498; 465.1028 | 303.0496; 465.1023 | 2.740 a ± 0.026 | 1.631 b ± 0.021 | [ |
| 3 | 8.11 | 24.98 | Hyperoside(Quercetin-3- | 464.0955 | 465.1026 | 0.118 | 303.0460 | 303.0495 | 0.200 b ± 0.011 | 0.419 a ± 0.010 | [ |
| 4 | 8.33 | 25.32 | Quercetin-3- | 464.0955 | 465.1026 | 0.118 | 303.0495 | 303.0495 | 0.710 b ± 0.021 | 1.208 a ± 0.025 | [ |
| 5 | 8.89 | 25.62 | Kaempferol-3- | 594.1585 | 595.1660 | 0.203 | 287.0549; 449.1080 | 287.0548; 449.1084 | 0.360 a ± 0.014 | 0.403 a ± 0.016 | [ |
| 6 | 9.96 | 28.23 | Kaempferol-3- | 448.1006 | 449.1109 | 0.162 | 287.0602 | 287.0548 | 00.390 a ± 0.022 | 0.232 b ± 0.030 | [ |
| 7 | 10.11 | 28.73 | Quercetin-3- | 580.1428 | 581.1503 | 0.054 | 303.0469; 449.1109 | 303.0499; 449.1081 | 10.180 b ± 0.050 | 13.912 a ± 0.070 | [ |
| 8 | 10.42 | 29.25 | Quercetin-3- | 580.1428 | 581.1505 | 0.534 | 303.0500; 449.1082 | 303.0499; 449.1081 | 1.290 b ± 0.022 | 2.052 a ± 0.027 | [ |
| Total | 17.690 b ± 0.286 | 22.844 a ± 0.226 | [ | ||||||||
* The results are presented as the mean ± SD of three replicate analyses. Different letters in the same row indicate significant differences (p < 0.05) between the samples. a Rt1 was obtained in the UPLC-ESI-MS analysis, and Rt2 was obtained in the HPLC-UV analysis. b Both positive and negative ion modes were used in the UPLC–ESI-MS analysis; fragment ions for phenolic acids were obtained in negative mode, and fragment ions for others were obtained in positive mode.
Correlation (r values) between the antioxidant activity, total flavonoid content (TFC) and individual flavonoids.
| DPPH | ABTS | TFC | Qr | R | Qa | Qu | Kr | A | Ql | Qx | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DPPH | - |
|
| 0.888 ** | 0.637 * |
| 0.617 * | 0.842 ** | 0.609 * |
|
|
| ABTS |
| - |
| 0.894 ** | 0.666 ** |
| 0.579 * | 0.855 ** | 0.639 * |
| 0.896 ** |
| TFC |
|
| - |
| 0.779 ** |
| 0.583 * |
| 0.745 ** |
|
|
Abbreviation: Qr: quercetin3-O-robinobioside, R: rutin, Qa: quercetin-3-O-β-d-galactoside, Qu: quercetin-3-O-β-d-glucoside, Kr: kaempferol 3-O-robinobioside, A: Astragalin (Kaempferol-3-O-glucoside), Ql: quercetin-3-O-β-l-arabinosyl-(1→2)-α-l-rhamnoside, Qx: quercetin-3-O-β-d-xylosyl-(1→2)-α-l-rhamnoside. DPPH, ABTS: radical scavenging activity, TFC: total flavonoid content. Values of r > |−0.900| are in bold. * Significant at p < 0.05. ** Significant at p < 0.01).