| Literature DB >> 35159465 |
Beatriz Martín-García1, María José Aznar-Ramos1, Vito Verardo1,2, Ana María Gómez-Caravaca2,3.
Abstract
Phenolic compounds of Morus alba leaves are bioactive compounds with beneficial properties for human health. Therefore, in this study, an optimization of ultrasonic assisted extraction by Box-Behnken design was used for the first time to optimize factors such as the percentage of ethanol, ratio solvent/sample (v/w) and extraction time to reach the highest phenolic compound amounts (evaluated by HPLC-MS) while also evaluating in vitro antioxidant activity using DPPH, ABTS and FRAP assays. The optimal extraction conditions were 40% ethanol, 1/400 (w/v) and 35 min. Applying these optimal conditions, which were identified and quantified by HPLC-MS, resulted in the extraction of 21 phenolic compounds. According to these results, the main phenolic compounds in Morus alba leaves are the phenolic glycoside and phenolic acid named protocatechuic acid-glucoside and caffeoylquinic. In addition, Morus alba leaf extract contains flavonols such quercetin-3-O-6-acetylglucoside and rutin, which represent more than 7% of its total phenolic content.Entities:
Keywords: Box-Behnken; HPLC-MS; Morus alba leaves; antioxidant activity; phenolic compounds
Year: 2022 PMID: 35159465 PMCID: PMC8834592 DOI: 10.3390/foods11030314
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Values for the dependent factors, and response variables obtained in the Box-Behnken design (BBD).
| Run | Dependent Factors | Response Variables | |||||
|---|---|---|---|---|---|---|---|
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| 1 | 100 | 500 | 50 | 12.17 | 3.38 | 9.05 | 30.41 |
| 2 | 0 | 20 | 50 | 14.08 | 2.84 | 5.92 | 6.87 |
| 3 | 50 | 500 | 90 | 31.40 | 22.35 | 27.32 | 27.39 |
| 4 | 0 | 500 | 50 | 30.07 | 12.29 | 6.39 | 26.63 |
| 5 | 50 | 500 | 10 | 32.65 | 22.21 | 31.29 | 32.54 |
| 6 | 50 | 260 | 50 | 32.73 | 24.60 | 29.08 | 32.58 |
| 7 | 50 | 260 | 50 | 33.04 | 27.55 | 27.76 | 35.34 |
| 8 | 100 | 260 | 90 | 12.69 | 5.89 | 8.12 | 13.30 |
| 9 | 0 | 260 | 90 | 23.23 | 7.93 | 3.40 | 19.37 |
| 10 | 0 | 260 | 10 | 22.85 | 7.89 | 10.30 | 23.67 |
| 11 | 100 | 20 | 50 | 5.37 | 1.84 | 10.06 | 5.38 |
| 12 | 50 | 20 | 90 | 26.44 | 17.00 | 15.20 | 20.69 |
| 13 | 50 | 20 | 10 | 24.18 | 15.67 | 14.39 | 23.41 |
| 14 | 100 | 260 | 10 | 6.65 | 3.89 | 6.69 | 9.79 |
| 15 | 50 | 260 | 50 | 33.76 | 25.95 | 27.51 | 32.24 |
X1: Ethanol/water ratio (v/v), X2: solvent/sample ratio (v/w) and X3: extraction time (min). The sum of phenolic compounds (SPC) was given in mg/g d.w. DPPH, ABTS and FRAP were expressed as mg Trolox eq./g d.w.
Coefficients of regression, effects and analysis of variance (ANOVA) of the model for the response variables.
| SPC | DPPH | ABTS | FRAP | |||||
|---|---|---|---|---|---|---|---|---|
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| β0 | 10.85230 * | 20.1500 | −3.42399 | 10.26411 | −1.56191 | 12.34545 | 8.764200 * | 19.95608 |
| Linear | ||||||||
| β1 | 0.48233 * | −13.3355 | 0.66784 * | −3.98835 | 0.69638 * | 1.97903 | 0.389353 * | −4.41331 |
| β2 | 0.05756 * | 9.0560 | 0.05799 * | 5.72199 | 0.05052 * | 7.12160 | 0.059015 * | 15.15499 |
| β3 | 0.12328 * | 1.8605 | 0.17588 ** | 0.87715 | 0.19197 * | −2.15594 | 0.195844 ** | −2.16710 |
| Cross product | ||||||||
| β12 | −0.00019 * | −4.5953 | −0.00016 | −3.95706 | −0.00003 | −0.73700 | 0.000110 | 2.63046 |
| β13 | 0.00071 * | 2.8316 | 0.00025 | 0.98140 | 0.00104 * | 4.16383 | 0.000977 | 3.90610 |
| β23 | −0.00009 ** | −1.7544 | −0.00003 | −0.58807 | −0.00012 | −2.38837 | −0.000063 | −1.21595 |
| Quadratic | ||||||||
| β11 | −0.00601 * | 15.0324 | −0.00677 * | 16.92810 | −0.00721 * | 18.01628 | −0.005108 * | 12.77022 |
| β22 | −0.00005 * | 2.7197 | −0.00007 * | 4.02061 | −0.00005 * | 3.09327 | −0.000057 ** | 3.29606 |
| β33 | −0.00112 * | 1.7866 | −0.00169 ** | 2.70756 | −0.00239 * | 3.81799 | −0.002553 * | 4.08468 |
| R2 | 0.98932 | 0.99476 | 0.92168 | 0.86893 | ||||
* Significant at p < 0.05 level, ** Significant at p < 0.1 level.
Optimal conditions for ultrasonic-assisted extraction.
| Optimal Conditions | SPC | DPPH | ABTS | FRAP |
|---|---|---|---|---|
| Ethanol/water % ( | 40 | 40 | 40 | 40 |
| Solvent-to-solid ratio ( | 400 | 400 | 400 | 400 |
| Time (min) | 35 | 35 | 35 | 35 |
| Predicted | 36 ± 2 | 25 ± 3 | 29 ± 3 | 36 ± 4 |
| Observed | 37.3 ± 0.7 | 27.6 ± 0.9 | 30.5 ± 0.3 | 36.8 ± 0.2 |
| Significant differences | N.S. | N.S. | N.S. | N.S. |
N.S.: no significant differences. SPC was expressed as mg/g d.w. DPPH, ABTS and FRAP were expressed as mg trolox/g sample d.w.
Figure 1Response surfaces of combined effects for sum of phenolic compounds (SPC). (a) Solvent-to-solid ratio (v/w) vs. % EtOH; (b) Time vs. %EtOH; and (c) time vs. solvent-to-solid ratio (v/w).
Figure 2Response surface plots showing combined effects for DPPH, ABTS and FRAP assay. (a,d,g) Solvent-to-solid ratio (v/w) vs. % EtOH; (b,e,h) time vs. %EtOH; and (c,f,i) time vs. solvent-to-solid ratio (v/w).
Table of identification of phenolic compounds from optimum Morus alba leaf extract by HPLC-MS.
| Peak | RT | Tolerance (ppm) | Error (ppm) | Fit Conf % | In Source | Molecular Formula | Compound | ||
|---|---|---|---|---|---|---|---|---|---|
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| 2.02 | 315.0714 | 315.0716 | 10 | 1.3 | 99.96 | 153.0162, | C13H15O9 | Protocatechuic acid-glucoside |
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| 3.78 | 353.087 | 353.0873 | 10 | −0.8 | 99.98 | 179.0336, 191.0551, | C16H17O9 | 3-Caffeoylquinic acid (neochlorogenic acid) |
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| 5.32 | 515.1405 | 515.1401 | 10 | 0.8 | 99.85 | 341.0868, 191.0472, 179.0314 | C22H27O14 | Chlorogenic acid hexoside |
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| 5.52 | 353.0866 | 353.0873 | 10 | −2 | 99.96 | 191.0551, | C16H17O9 | 5-caffeoylquinic acid (chlorogenic acid) |
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| 5.75 | 353.0873 | 353.0873 | 10 | 0.0 | 96.51 | 191.0553 | C16H17O9 | 4-Caffeoylquinic acid (cryptochlorogenic acid) |
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| 6.05 | 771.1996 | 771.1984 | 10 | 1.6 | 98.28 | 609.1451, 463.0819, | C33H39O21 | Quercetin rhammosyl hexoside |
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| 6.64 | 625.1411 | 625.1405 | 10 | 1 | 99.49 | 300.0234, | C27H29O17 | Quercetin dihexoside |
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| 7.35 | 609.1446 | 609.1456 | 10 | −1.6 | 94.92 | 285.0388, 447.0918 | C27H29O16 | Kaempferol-hexoside-hexoside |
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| 7.47 | 711.1434 | 711.1409 | 10 | 3.5 | 98.63 | 667.1544 | C30H31O20 | Quercetin malonyl di-hexoside |
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| 8.37 | 695.1463 | 695.146 | 10 | 0.4 | 98.62 | 651.1573, 489.1035, 531.1118 | C30H31O19 | Kaempferol-malonyl-dihexoside |
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| 9.64 | 755.2037 | 755.2035 | 10 | 0.3 | 99.55 | 300.0264, 271.0244 | C33H39O20 | Kaempferol rutinoside hexoside |
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| 10.07 | 609.1467 | 609.1456 | 10 | 1.8 | 99.32 | 301.0321 | C27H29O16 | Rutin isomer a |
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| 10.32 | 609.1483 | 609.1456 | 10 | 4.4 | 84.77 | 301.0343 | C27H29O16 | Rutin isomer b |
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| 10.53 | 463.0894 | 463.0877 | 10 | 3.7 | 94.13 | 255.0298, 300.0277 | C21H19O12 | Isoquercitrin (Quercetin-3-glucoside) |
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| 10.79 | 593.1511 | 593.1506 | 10 | 0.8 | 99.78 | 285.0381 | C27H29O15 | Kaempferol-3-rutinoside |
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| 11.20 | 593.1519 | 593.1506 | 10 | 2.2 | 99.99 | 353.0872, 473.2368 | C27H29O15 | Vicenin-2 |
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| 11.41 | 505.0984 | 505.0982 | 10 | 0.4 | 99.71 | 255.0289, | C23H21O13 | Quercetin-3-O-(6-acetylglucoside) isomer a |
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| 11.51 | 447.0916 | 447.0927 | 10 | −2.5 | 88.67 | 284.0318 | C21H19O11 | Kaempferol 3-o-glucoside |
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| 11.89 | 505.0967 | 505.0982 | 10 | −3 | 99.96 | 255.0277, 271.0230, 301.0303, 300.0256 | C23H21O13 | Quercetin-3-O-(6-acetylglucoside) isomer b |
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| 12.11 | 505.0983 | 505.0982 | 10 | 0.2 | 98.9 | 255.0367, 271.0314, 300.0284, 301.0421 | C23H21O13 | Quercetin-3-O-(6-acetylglucoside) isomer c |
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| 12.48 | 489.1051 | 489.1033 | 10 | 3.7 | 87.34 | 285.0398, | C23H21O12 | Kaempferol-3-O-6″-O-acetyl-β-D-glucopyranoside |
Quantification of phenolic compounds in the two cultivars of Morus alba leaves (MAL1 and MAL2) by HPLC-MS expressed as mg/g d.w and antioxidant activity expressed as mg Trolox/g d.w.
| Compound | MAL1 | MAL2 |
|---|---|---|
| Protocatechuic acid-glucoside | 9.3 ± 0.3 | 4.1 ± 0.4 |
| 3-Caffeoylquinic acid (neochlorogenic acid) | 3.4 ± 0.1 | 1.5 ± 0.07 |
| Chlorogenic acid hexoside | 0.95 ± 0.05 | 0.4 ± 0.02 |
| 5-caffeoylquinic acid (chlorogenic acid) | 3.4 ± 0.2 | 1.5 ± 0.2 |
| 4-Caffeoylquinic acid (cryptochlorogenic acid) | 8.4 ± 0.7 | 3.7 ± 0.2 |
| Quercetin rhammosyl hexoside | 0.08 ± 0.01 | 0.037 ± 0.008 |
| Quercetin dihexoside | 0.61 ± 0.05 | 0.27 ± 0.03 |
| Kaempferol-hexoside-hexoside | 0.57 ± 0.03 | 0.25 ± 0.02 |
| Quercetin malonyl di-hexoside | 0.11 ± 0.01 | 0.05 ± 0.02 |
| Kaempferol-malonyl-dihexoside | 0.022 ± 0.002 | 0.010 ± 0.001 |
| Kaempferol rutinoside hexoside | 0.29 ± 0.03 | 0.13 ± 0.01 |
| Rutin isomer a | 0.81 ± 0.01 | 0.36 ± 0.04 |
| Rutin isomer b | 1.8 ± 0.1 | 0.8 ± 0.1 |
| Isoquercitrin (Quercetin-3-glucoside) | 1.8 ± 0.2 | 0.79 ± 0.06 |
| Kaempferol-3-rutinoside | 0.25 ± 0.03 | 0.11 ± 0.03 |
| Vicenin-2 | 0.41 ± 0.05 | 0.18 ± 0.02 |
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| 2.44 ± 0.06 | 1.08 ± 0.05 |
| Kaempferol-3-O-glucoside | 0.20 ± 0.02 | 0.09 ± 0.02 |
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| 0.16 ± 0.01 | 0.07 ± 0.04 |
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| 0.072 ± 0.004 | 0.03 ± 0.01 |
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| 2.3 ± 0.2 | 1.0 ± 0.3 |
| Sum flavonols | 11.9 ± 0.3 | 5.2 ± 0.8 |
| Sum phenolic acid derivatives | 25.4 ± 0.5 | 11.2 ± 0.8 |
| Sum of phenolic compounds (SPC) | 37.3 ± 0.7 | 16.4 ± 0.6 |
| DPPH | 27.6 ± 0.9 | 16.4 ± 0.4 |
| ABTS | 30.5 ± 0.3 | 21.6 ± 0.1 |
| FRAP | 36.8 ± 0.2 | 20.1 ± 0.3 |