| Literature DB >> 35429898 |
Yuxin Liu1, Wang Zhe1, Ruifen Zhang2, Ziting Peng1, Yuxi Wang1, Heqi Gao1, Zhiqiang Guo3, Juan Xiao4.
Abstract
Ultrasonic-assisted extraction (UAE) coupled with deep eutectic solvent (DES) is a novel, efficient and green extraction method for phytochemicals. In this study, the effects of 16 DESs coupled with UAE on the extraction rate of polyphenols from Paederia scandens (Lour.) Merr. (P. scandens), an edible and medicinal herb, were investigated. DES synthesised with choline chloride and ethylene glycol at a 1:2 M ratio resulted in the highest extractability. Moreover, the effects of extraction parameters were investigated by using a two-level factorial experiment followed by response surface methodology The optimal parameters (water content in DES of 49.2%, the actual ultrasonic power of 72.4 W, and ultrasonic time of 9.7 min) resulted in the optimal total flavonoid content (TFC) (27.04 mg CE/g DW), ferric-reducing antioxidant power (FRAP) value (373.27 μmol Fe(Ⅱ)E/g DW) and 2,2'-azino-bis(3-ethylbenzthiazoline)-6-sulfonic acid radical (ABTS+) value (48.64 μmol TE/g DW), closely matching the experimental results. Furthermore, a comparison study demonstrated that DES-UAE afforded the higher TFC and FRAP value than traditional extraction methods. 36 individual polyphenolic compounds were identified and quantified by ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS) in P. scandens extracts, and of which 30 were found in the extracts obtained by DES-UAE. Additionally, DES-UAE afforded the highest sum of individual polyphenolic compound content. These results revealed that DES-UAE enhanced the extraction efficiency for polyphenols and provided a scientific basis for further processing and utilization of P. scandens.Entities:
Keywords: Antioxidant capacity; Deep eutectic solvents; Paederia scandens (Lour.) Merr.; Polyphenol; Ultrasonic-assisted extraction
Mesh:
Substances:
Year: 2022 PMID: 35429898 PMCID: PMC9035432 DOI: 10.1016/j.ultsonch.2022.106005
Source DB: PubMed Journal: Ultrason Sonochem ISSN: 1350-4177 Impact factor: 9.336
List of DESs.
| Solvent abbreviation | Combination | Molar ratio |
|---|---|---|
| ChCl-MA | Choline chloride-Malic acid | 1:1 |
| ChCl-Gly | Choline chloride-Glycerol | 1:2 |
| ChCl-OA | Choline chloride-Oxalic acid | 1:1 |
| ChCl-Xyl | Choline chloride-Xylitol | 1:1 |
| Pro-Gly-1 | L-Proline- Glycerol | 2:5 |
| ChCl-Lev | Choline chloride-Levulinic acid | 1:2 |
| ChCl-EG | Choline chloride-Ethylene glycol | 1:2 |
| ChCl-Glu | Choline chloride-Glucose | 5:2 |
| ChCl-TrG | Choline chloride-Triglycol | 1:4 |
| Bet-Lev | Betaine-Levulinic acid | 1:2 |
| Bet-Gly | Betaine-Glycerol | 1:1 |
| Pro-EG | L-Proline-Ethylene glycol | 1:2 |
| Pro-Lev | L-Proline-Levulinic acid | 1:2 |
| Pro-Gly-2 | L-Proline-Glycerol | 1:2 |
| Pro-LA | L-Proline-Lactic acid | 1:2 |
| CA-Gly | Citric acid-Glycerol | 1:2 |
DESs, deep eutectic solvents. DESs were chosen according to previous studies [22], [23], [25], [26], [27], [29].
Factors and levels of two-level factorial experiment.
| Independent variable | Units | Experimental value | |
|---|---|---|---|
| Low (−1) | High (+1) | ||
| A: Water contents in DES | % | 20 | 50 |
| B: Liquid-solid ratio | mL/g | 10 | 40 |
| C: The actual ultrasonic power | W | 57.7 | 86.6 |
| D: Ultrasonic time | min | 10 | 40 |
| E: Ultrasonic temperature | ℃ | 30 | 60 |
Experimental design and results of two-level factorial experiment.
| Run | A: Water contents in DES (%) | B: Liquid-solid ratio (mL/g) | C: The actual ultrasonic power (W) | D: Ultrasonic time (min) | E: Ultrasonic temperature (℃) | TFC |
|---|---|---|---|---|---|---|
| 1 | 20 | 40 | 57.7 | 10 | 60 | 18.52 ± 1.27 |
| 2 | 50 | 10 | 57.7 | 10 | 60 | 19.21 ± 0.39 |
| 3 | 50 | 40 | 57.7 | 40 | 60 | 19.90 ± 1.73 |
| 4 | 20 | 10 | 57.7 | 40 | 60 | 17.82 ± 1.23 |
| 5 | 20 | 40 | 57.7 | 40 | 30 | 13.99 ± 1.14 |
| 6 | 50 | 10 | 57.7 | 40 | 30 | 19.63 ± 0.75 |
| 7 | 20 | 40 | 86.6 | 40 | 60 | 14.75 ± 0.10 |
| 8 | 50 | 10 | 86.6 | 40 | 60 | 20.09 ± 0.83 |
| 9 | 50 | 40 | 86.6 | 10 | 60 | 24.90 ± 1.08 |
| 10 | 20 | 10 | 86.6 | 10 | 60 | 21.41 ± 0.79 |
| 11 | 20 | 40 | 86.6 | 10 | 30 | 21.17 ± 0.26 |
| 12 | 50 | 10 | 86.6 | 10 | 30 | 21.42 ± 0.94 |
| 13 | 50 | 40 | 57.7 | 10 | 30 | 20.08 ± 1.39 |
| 14 | 20 | 10 | 57.7 | 10 | 30 | 17.69 ± 0.60 |
| 15 | 50 | 40 | 86.6 | 40 | 30 | 19.38 ± 0.52 |
| 16 | 20 | 10 | 86.6 | 40 | 30 | 18.36 ± 0.66 |
Box-Behnken design and resultant responses.
| Run | A: | B: | C: | TFC (mg CE/g DW) | FRAP (μmol Fe(Ⅱ)E/g DW) | ABTS+ (μmol TE/g DW) | |||
|---|---|---|---|---|---|---|---|---|---|
| Actual value | Predicted value | Actual value | Predicted value | Actual value | Predicted value | ||||
| 1 | 70 | 72.2 | 18 | 19.42 ± 0.19 | 19.66 | 285.94 ± 9.40 | 290.96 | 47.56 ± 0.07 | 47.43 |
| 2 | 50 | 86.6 | 2 | 23.09 ± 0.11 | 23.02 | 339.04 ± 48.41 | 339.56 | 47.48 ± 0.04 | 47.40 |
| 3 | 50 | 57.7 | 18 | 22.16 ± 0.12 | 22.23 | 332.68 ± 4.96 | 332.16 | 47.36 ± 0.11 | 47.45 |
| 4 | 50 | 86.6 | 18 | 23.01 ± 0.12 | 22.77 | 365.85 ± 4.48 | 354.41 | 47.00 ± 0.02 | 46.98 |
| 5 | 70 | 57.7 | 10 | 22.97 ± 0.12 | 22.67 | 292.08 ± 6.66 | 287.58 | 48.00 ± 0.01 | 48.05 |
| 6 | 30 | 86.6 | 10 | 22.18 ± 0.21 | 22.48 | 353.87 ± 9.99 | 358.37 | 47.00 ± 0.11 | 46.95 |
| 7 | 50 | 57.7 | 2 | 22.08 ± 0.16 | 22.32 | 319.90 ± 3.35 | 331.34 | 47.83 ± 0.02 | 47.86 |
| 8 | 70 | 72.2 | 2 | 20.98 ± 0.33 | 21.04 | 286.06 ± 12.76 | 279.12 | 47.90 ± 0.10 | 47.83 |
| 9 | 50 | 72.2 | 10 | 27.59 ± 0.08 | 27.06 | 380.07 ± 18.24 | 372.33 | 48.60 ± 0.10 | 48.65 |
| 10 | 30 | 72.2 | 18 | 20.13 ± 0.04 | 20.06 | 335.58 ± 13.34 | 342.51 | 46.70 ± 0.16 | 46.77 |
| 11 | 30 | 57.7 | 10 | 21.11 ± 0.10 | 21.11 | 351.88 ± 21.03 | 345.46 | 46.97 ± 0.03 | 46.81 |
| 12 | 50 | 72.2 | 10 | 27.01 ± 0.08 | 27.06 | 363.64 ± 18.24 | 372.33 | 48.71 ± 0.10 | 48.65 |
| 13 | 30 | 72.2 | 2 | 19.26 ± 0.16 | 19.02 | 343.70 ± 34.56 | 338.68 | 47.08 ± 0.05 | 47.21 |
| 14 | 50 | 72.2 | 10 | 26.56 ± 0.08 | 27.06 | 373.29 ± 18.24 | 372.33 | 48.63 ± 0.10 | 48.65 |
| 15 | 70 | 86.6 | 10 | 22.53 ± 0.12 | 22.53 | 298.72 ± 10.26 | 305.14 | 46.82 ± 0.04 | 46.98 |
ANOVA for response surface quadratic model.
| Source | df | Sum of squares | ||
|---|---|---|---|---|
| TFC | FRAP | ABTS+ | ||
| Model | 9 | 92.49** | 13527.79 ** | 6.35** |
| A- Water content | 1 | 1.30* | 6172.99** | 0.81** |
| B- The actual ultrasonic power | 1 | 0.77 ns | 464.15 ns | 0.43** |
| C- Ultrasonic time | 1 | 0.06 ns | 122.84 ns | 0.34* |
| AB | 1 | 0.57 ns | 5.42 ns | 0.37* |
| AC | 1 | 1.47* | 16.03 ns | 0.00 ns |
| BC | 1 | 0.01 ns | 49.20 ns | 0.00 ns |
| A2 | 1 | 51.89*** | 5157.44* | 2.24** |
| B2 | 1 | 4.56* | 432.56 ns | 1.65** |
| C2 | 1 | 41.70*** | 1809.79* | 1.15** |
| Residual | 5 | 0.96 | 667.80 | 0.13 |
| R2 | 0.9897 | 0.9530 | 0.9807 | |
| Adj R2 | – | 0.97 | 0.8683 | 0.9459 |
| Pre R2 | – | 0.91 | 0.3793 | 0.7056 |
| CV | – | 1.93 | 3.45 | 0.33 |
| Model ( | – | 53.42 | 11.25 | 28.21 |
| Model ( | – | 0.0002 | 0.0079 | 0.0009 |
| Lack of fit ( | – | 0.54 | 2.60 | 11.44 |
| Lack of fit ( | – | 0.7007 | 0.2898 | 0.0815 |
ns, not significant (p > 0.1);
*, difference is significant at 0.05 level (p < 0.05);
**, difference is significant at 0.01 level (p < 0.01);
***, difference is significant at 0.001 level (p < 0.001).
Fig. 33D response surface curve showing the effects of independent variables on the TFC (A1-A3), ABTS+ (B1-B3) and FRAP (C1-C3). Mutual effects of water content in DES and the actual ultrasonic power on TFC (A1); Mutual effects of water content in DES and ultrasonic time on TFC (A2); Mutual effects of the actual ultrasonic power and ultrasonic time on TFC (A3); Mutual effects of water content in DES and the actual ultrasonic power on ABTS+ (B1); Mutual effects of water content in DES and ultrasonic time on ABTS+ (B2); Mutual effects of the actual ultrasonic power and ultrasonic time on ABTS+ (B3); Mutual effects of water content in DES and the actual ultrasonic power on FRAP (C1); Mutual effects of water content in DES and ultrasonic time on FRAP (C2); Mutual effects of the actual ultrasonic power and ultrasonic time on FRAP (C3).
Fig. 1Total flavonoid content (TFC) of P. scandens extracts obtained by 16 DESs coupled with UAE. Different letters indicate significant differences (p < 0.05). ChCl-MA, Choline chloride-Malic acid; ChCl-Gly; Choline chloride-Glycerol; ChCl-OA, Choline chloride-Oxalic acid; ChCl-Xyl, Choline chloride-Xylitol; Pro-Gly-1, L-Proline-Glycerol (2:5); ChCl-Lev, Choline chloride-Levulinic acid; ChCl-EG, Choline chloride-Ethylene glycol; ChCl-Glu, Choline chloride-Glucose; ChCl-TrG, Choline chloride-Triglycol; Bet-Lev, Betaine-Levulinic acid; Bet-Gly, Betaine-Glycerol; Pro-EG, L-Proline-Ethylene glycol; Pro-Lev, L-Proline-Levulinic acid; Pro-Gly-2, L-Proline-Glycerol (1:2); Pro-LA, L-Proline-Lactic acid; CA-Gly, Citric acid-Glycerol.
Fig. 2The normal plot (a) and the pareto chart (b) obtained from two-level factorial experiment showing the significance of the primary and interaction effects. Factor A, water content in DES; Factor B, liquid–solid ratio; Factor C, the actual ultrasonic power; Factor D, ultrasonic time; Factor E, ultrasonic temperature.
Comparative TFC and antioxidant capacities of P. scandens extracts obtained by DES-UAE and other methods.
| Extraction methods | TFC | FRAP(μmol Fe(Ⅱ) | ABTS+ |
|---|---|---|---|
| DES-UAE (Predicted value) | 27.04 | 373.27 | 48.64 |
| DES-UAE (Experimental value) | 27.09 ± 0.48c | 335.17 ± 14.32c | 48.91 ± 1.99c |
| W-UAE | 17.95 ± 0.49b | 222.76 ± 11.99b | 46.30 ± 3.01bc |
| EtOH-UAE | 17.88 ± 0.41b | 186.89 ± 11.41a | 44.25 ± 0.16ab |
| MetOH-UAE | 13.54 ± 0.08a | 195.49 ± 2.42a | 43.83 ± 0.45ab |
Different letters in same column indicate significant differences (p < 0.05). UAE, ultrasonic-assisted extraction; DES-UAE, W-UAE, EtOH-UAE, MetOH-UAE: ultrasonic-assisted extraction coupled with deep eutectic solvent (DES-UAE), ultrapure water, 80% ethanol and 70% methanol, respectively.
Identification of polyphenolic compositions in P. scandens by UHPLC-MS.
| Polyphenol sub-classes | Peak no. | λmax (nm) | Tentative assignment | Model | Parents | Fragment ions | Reference |
|---|---|---|---|---|---|---|---|
| Benzoic acid | 1 | 259,291 | vanillic acid | + | 169.0 | 125.0, 93.0 | |
| 2 | 275 | vanillin | + | 153.0 | 138.0, 125.0, 93.0 | ||
| 3 | 260,294 | 2-hydroxybenzoic acid | – | 137.0 | 93.0 | ||
| 4 | 274,308 | protocatechualdehyde | – | 136.96 | 108.0, 81.0 | ||
| 5 | 272 | ethyl gallate | – | 196.9 | 168.9, 124.1 | ||
| Hydroxycinnamic acid and derivatives | 6 | 270,307 | – | 163.1 | 119.0, 91.0 | ||
| 7 | 299,323 | ferulic acid | – | 193.0 | 178.0, 149.0, 134.0 | ||
| 8 | 299,323 | caffeic acid | – | 179.0 | 135.0, 79.0 | ||
| 9 | 278,306 | – | 146.95 | 118.9, 77.0, 40.1 | |||
| 10 | 290,328 | rosmarinic acid | – | 358.96 | 196.96, 161.0 | ||
| Flavonol | 11 | 280 | catechin | – | 289.07 | 244.9, 204.9, 137.1 | |
| 12 | 280 | epicatechin | – | 289.07 | 244.9, 204.9, 137.1 | ||
| 13 | 270 | (-)-epigallocatechin | – | 304.98 | 179.0, 124.98 | ||
| 14 | 270 | (-)-gallocatechin | – | 304.98 | 179.0, 124.98 | ||
| 15 | 254,352 | myricitrin | – | 462.9 | 316.99 | ||
| 16 | 255,347 | quercetin | – | 301.0 | 179.0, 151.0 | ||
| 17 | 250,354 | hyperoside | – | 463.0 | 300.9, 270.9, 254.9 | ||
| 18 | 255,355 | rutin | – | 609.0 | 301.1, 270.9, 178.7 | ||
| 19 | 257,356 | quercitrin | – | 447.0 | 301.0, 179.0, 151.0 | ||
| 20 | 257,356 | isoquercitrin | – | 447.0 | 301.0, 179.0, 151.0 | ||
| 21 | 256,354 | guaiaverin | – | 432.9 | 270.9, 300.9 | ||
| 22 | 266,348 | kaempferol 3-O-rutinoside | – | 592.9 | 254.9, 284.8 | ||
| 23 | 264,346 | astragaline | – | 446.9 | 226.98, 254.9, 285.1 | ||
| 24 | 254,343 | isorhamnetin-3-O- | – | 476.9 | 313.96, 242.8 | ||
| 25 | 254,354 | narcissin | + | 624.9 | 85.1, 316.9, 478.9 | ||
| Flavone | 26 | 268,338 | apigenin | + | 271.0 | 227.0, 151.0 | |
| 27 | 270,335 | acacetin | + | 285.0 | 153.0 | ||
| 28 | 267,345 | diosmetin | + | 301.0 | 153.0, 111.0, 255.0, | ||
| 29 | 252,348 | cynaroside | – | 446.9 | 107.0, 133.0, 284.8 | ||
| Isoflavone | 30 | 260,327 | genistein | – | 268.9 | 108.7, 132.9, 159.0 | |
| Flavanone | 31 | 283,327 | hesperidin | – | 609.0 | 301.0 | |
| 32 | 270,350 | isovitexin | – | 430.9 | 280.9, 253.0 | ||
| 33 | 270,334 | cosemetin | – | 430.9 | 268.9 | ||
| Anthocyanidin | 34 | 276,530 | cyanidin | + | 286.9 | 109.1, 137.0 | |
| Procyanidin | 35 | 280 | procyanidin B2 | – | 576.9 | 288.99, 406.9 | |
| Stilbene | 36 | 282,308 | + | 391.1 | 229.1, 135.0 | ||
| 37 | – | unknown | – | 469.3 | 417.3, 371.2, 315.3, | ||
| 38 | – | unknown | – | 747.4 | 471.2, 419.3, 373.4 | ||
| 39 | – | unknown | – | 952.9 | 872.3, 619.1, 277.4 | ||
| 40 | – | unknown | – | 944.9 | 625.1, 485.3, 355.1, 299.4, 281.0 |
Quantitation of individual polyphenolic compounds in P. scandens by UHPLC-MS.
| Compounds | Content (μg/g DW) | |||
|---|---|---|---|---|
| DES-UAE | W-UAE | EtOH-UAE | MetOH-UAE | |
| vanillic acid | 1.64 ± 0.11a | 2.01 ± 0.13b | ND | 1.80 ± 0.10ab |
| vanillin | 0.36 ± 0.02a | 0.42 ± 0.02b | 0.40 ± 0.02ab | 0.42 ± 0.01b |
| 2-hydroxybenzoic acid | 42.20 ± 1.58b | 44.26 ± 1.26b | 38.88 ± 0.79a | 39.58 ± 0.26a |
| protocatechualdehyde | 1.92 ± 0.18b | 2.98 ± 0.12c | 1.42 ± 0.05a | 2.10 ± 0.08b |
| ethyl gallate | ND | ND | 0.12 ± 0.01 | ND |
| 4.78 ± 0.19a | 9.80 ± 0.23c | 5.46 ± 0.26b | 5.82 ± 0.22b | |
| ferulic acid | 5.28 ± 0.28b | 0.86 ± 0.04a | 4.76 ± 0.37b | 7.40 ± 0.25c |
| caffeic acid | 2.56 ± 0.20b | 5.64 ± 0.21c | 1.70 ± 0.10a | 1.56 ± 0.08a |
| 0.70 ± 0.04ab | 0.62 ± 0.04a | 0.72 ± 0.02b | 0.64 ± 0.02a | |
| rosmarinic acid | 0.40 ± 0.02a | ND | 0.40 ± 0.02a | 0.40 ± 0.02a |
| catechin | 0.16 ± 0.01b | ND | 0.10 ± 0.01a | 0.16 ± 0.01b |
| epicatechin | 0.38 ± 0.01a | ND | 0.48 ± 0.02b | 0.50 ± 0.02b |
| (-)-epigallocatechin | ND | ND | ND | 0.36 ± 0.02 |
| (-)-gallocatechin | 0.10 ± 0.003c | 0.06 ± 0.002a | 0.08 ± 0.002b | 0.06 ± 0.002a |
| myricitrin | 0.70 ± 0.03a | ND | 0.88 ± 0.04b | 0.86 ± 0.04b |
| quercetin | 0.88 ± 0.03b | 0.06 ± 0.003a | 1.88 ± 0.16d | 1.04 ± 0.06c |
| hyperoside | 12.98 ± 0.55b | 10.96 ± 0.46a | 13.42 ± 0.52b | 13.38 ± 0.39b |
| rutin | 582.76 ± 13.69c | 472.66 ± 9.89b | 438.08 ± 11.23a | 427.68 ± 14.68a |
| quercitrin | 9.34 ± 0.34b | 3.62 ± 0.16a | 10.54 ± 0.42c | 10.22 ± 0.41c |
| isoquercitrin | 10.84 ± 0.35b | 8.90 ± 0.35a | 10.90 ± 0.41b | 11.04 ± 0.46b |
| guaiaverin | 56.48 ± 3.02b | 9.32 ± 0.41a | 54.62 ± 1.56b | 55.5 ± 2.59b |
| kaempferol 3-O-rutinoside | 108.00 ± 6.25a | 109.96 ± 5.65a | 101.82 ± 3.65a | 100.08 ± 5.26a |
| astragaline | 2.64 ± 0.12a | 2.48 ± 0.13a | 2.66 ± 0.15a | 2.58 ± 0.10a |
| isorhamnetin-3-O-glucoside | 0.22 ± 0.01b | 0.68 ± 0.03c | ND | 0.16 ± 0.01a |
| narcissin | 53.36 ± 1.58b | 49.46 ± 1.99a | 47.88 ± 1.56a | 49.34 ± 1.85a |
| apigenin | 0.34 ± 0.02c | 5.84 ± 0.20d | 0.26 ± 0.01b | 0.18 ± 0.01a |
| acacetin | 0.04 ± 0.002 | ND | ND | ND |
| diosmetin | 4.40 ± 0.14b | 41.00 ± 1.36c | 4.40 ± 0.16b | 3.34 ± 0.12a |
| cynaroside | 0.18 ± 0.01a | ND | 0.34 ± 0.02b | 0.72 ± 0.02c |
| genistein | ND | 0.24 ± 0.01 | ND | ND |
| hesperidin | ND | 0.90 ± 0.02 | ND | ND |
| isovitexin | ND | ND | 0.06 ± 0.002 | ND |
| cosemetin | 0.38 ± 0.01b | ND | 0.46 ± 0.01c | 0.16 ± 0.01a |
| cyanidin | 1.48 ± 0.07a | 11.30 ± 0.21d | 5.94 ± 0.15c | 1.92 ± 0.10b |
| procyanidin B2 | 0.12 ± 0.01a | ND | 0.18 ± 0.01b | 0.24 ± 0.01c |
| ND | 0.22 ± 0.01 | ND | ND | |
Different letters in same row indicate significant differences (p < 0.05). ND, not detected; DES-UAE, W-UAE, EtOH-UAE, MetOH-UAE: ultrasonic-assisted extraction with deep eutectic solvent (ChCl-EG), ultrapure water, 80% ethanol and 70% methanol, respectively.