| Literature DB >> 36009314 |
Nevena Dabetic1, Vanja Todorovic1, Andjelija Malenovic2, Sladjana Sobajic1, Bojan Markovic3.
Abstract
Winemaking generates large quantities of grape waste consisting of seeds, skin and stalks. Given that grape seeds are a rich source of different bioactive compounds, the main goal of this research was to optimize grape seed phenol extraction using a Box-Behnken design. The following conditions were derived from the optimization process: sample:solvent ratio of 1:10 w/v, extraction time of 30 min and extraction temperature of 50 °C. In addition, a sustainable (green) approach for obtaining extracts was developed by comparing choline chloride:citric acid-ChCit (natural deep eutectic solvent (NADES)) and ethanol extraction methods with respect to phenol profiles and antioxidant activity. This study was conducted on seeds from eight different red grape varieties. Phenolic acids, flavan-3-ols and procyanidins were characterized using HPLC-MS/MS, and the concentration of procyanidin B1 was above 1 mg/g of dry weight in all analyzed samples. The contents of all phenol classes and antioxidant activities were found to not differ significantly between the solvents, but NADES was found to offer valuable advantages. Importantly, ChCit showed a strong affinity toward procyanidins and a strong correlation between antioxidant activity and quantified phenolic compounds.Entities:
Keywords: Box–Behnken design; antioxidant tests; catechins; grape seed; natural deep eutectic solvent (NADES); validation
Year: 2022 PMID: 36009314 PMCID: PMC9405313 DOI: 10.3390/antiox11081595
Source DB: PubMed Journal: Antioxidants (Basel) ISSN: 2076-3921
Actual values of the independent variables in BBD and experimental results.
| Run Order | x1 | x2 | x3 | Y—Experimental |
|---|---|---|---|---|
| 1 | 1:10 | 30 | 75 | 86.24 |
| 2 | 2:10 | 30 | 50 | 84.22 |
| 3 | 2:10 | 20 | 25 | 79.85 |
| 4 | 3:10 | 20 | 50 | 78.89 |
| 5 | 2:10 | 40 | 25 | 70.97 |
| 6 | 2:10 | 30 | 50 | 89.70 |
| 7 | 3:10 | 40 | 50 | 76.95 |
| 8 | 2:10 | 30 | 50 | 86.41 |
| 9 | 1:10 | 40 | 50 | 110.75 |
| 10 | 3:10 | 30 | 25 | 53.69 |
| 11 | 1:10 | 20 | 50 | 97.92 |
| 12 | 2:10 | 20 | 75 | 76.08 |
| 13 | 2:10 | 30 | 50 | 89.13 |
| 14 | 3:10 | 30 | 75 | 57.44 |
| 15 | 1:10 | 30 | 25 | 85.34 |
| 16 | 2:10 | 40 | 75 | 78.69 |
Legend: BBD—Box–Behnken design; TPC—total phenolic content; GAE—gallic acid equivalents; DW—dry weight.
Phenolic compounds quantified in EtOH GSEs (results are expressed as mg/g of dry weight).
| Variety | ||||||||
|---|---|---|---|---|---|---|---|---|
| Gamay | Vranac | Pinot Noir | Zacinak | Black Tamjanika | Prokupac | Frankovka | Shiraz | |
| Phenolic acids | ||||||||
| TA | 1.279 bc | 1.413 abc | 1.719 abc | 1.228 c | 2.844 a | 1.690 abc | 2.501 ab | 1.501 abc |
| MA | 1.088 abc | 0.901 abc | 1.313 abc | 0.362 c | 1.526 ab | 1.853 a | 0.640 bc | 1.327 abc |
| GA | 0.172 c | 0.308 abc | 0.365 abc | 0.580 ab | 0.470 abc | 0.911 a | 0.275 bc | 0.318 abc |
| PA | 0.011 ac | 0.015 ac | 0.008 c | 0.019 ac | 0.008 c | 0.020 ac | <LOQ | 0.027 a |
| Catechins | ||||||||
| GC | 0.004 ab | nd | 0.004 ab | 0.003 b | 0.004 ab | 0.005 a | 0.003 b | nd |
| EGC | 0.012 ab | nd | nd | 0.010 ab | 0.018 ab | 0.022 ab | 0.026 a | 0.005 b |
| C | 1.256 abc | 1.309 abc | 6.978 a | 1.238 c | 2.000 abc | 3.366 ab | 1.709 abc | 1.250 bc |
| EC | 1.393 abc | 0.623 c | 4.782 a | 1.406 abc | 1.595 abc | 3.107 ab | 2.950 abc | 1.080 bc |
| Procyanidins | ||||||||
| PB1 | 1.444 abc | 1.134 bc | 2.267 ab | 1.083 c | 2.162 abc | 2.269 a | 1.337 abc | 1.617 abc |
| PB2 | 0.054 ab | 0.012 b | 0.112 a | 0.018 ab | 0.026 ab | 0.065 ab | 0.065 ab | 0.013 b |
Values represent mean of three replicates. Standard deviation was <5%. Lower-case letters indicate significant difference in each group (p < 0.05) as measured by Bonferroni test. Legend: EtOH—ethanol; GSEs—grape seed extracts; TA—tartaric acid; MA—malic acid; GA—gallic acid; PA—protocatechuic acid; GC—gallocatechin; EGC—epigallocatechin; C—(+)-catechin; EC—(−)-epicatechin; PB1—procyanidin B1; PB2—procyanidin B2; LOQ—limit of quantification; nd—not detected.
Phenolic compounds quantified in ChCit GSEs (results are expressed as mg/g of dry weight).
| Variety | ||||||||
|---|---|---|---|---|---|---|---|---|
| Gamay | Vranac | Pinot Noir | Zacinak | Black Tamjanika | Prokupac | Frankovka | Shiraz | |
| Phenolic acids | ||||||||
| TA | 1.121 a | 0.349 abc | 0.129 c | 0.383 abc | 0.201 abc | 0.724 ab | 0.161 bc | 0.510 abc |
| MA | 1.028 ab | 0.806 ab | 0.175 b | 0.822 ab | <LOQ | 1.050 a | 0.635 ab | 0.888 ab |
| GA | 0.140 c | 0.240 abc | 0.294 abc | 0.516 a | 0.326 abc | 0.509 ab | 0.183 bc | 0.241 abc |
| PA | 0.007 bc | 0.017 ab | 0.008 abc | 0.010 abc | 0.014 abc | 0.009 abc | 0.006 c | 0.026 a |
| Catechins | ||||||||
| GC | nd | nd | nd | nd | 0.004 a | 0.004 a | 0.003 b | nd |
| EGC | 0.001 a | 0.001 a | 0.001 a | 0.002 a | 0.005 a | 0.002 a | 0.007 a | 0.001 a |
| C | 0.672 abc | 0.712 abc | 3.126 a | 0.911 abc | 1.018 abc | 1.220 ab | 0.619 bc | 0.469 c |
| EC | 0.494 abc | 0.184 bc | 1.950 a | 0.608 abc | 0.494 abc | 0.714 abc | 0.769 ab | 0.121 c |
| Procyanidins | ||||||||
| PB1 | 1.350 abc | 1.247 c | 3.833 a | 1.611 abc | 1.743 abc | 2.026 ab | 1.307 bc | 1.311 abc |
| PB2 | 0.027 bc | 0.031 abc | 0.080 a | 0.037 abc | 0.049 abc | 0.038 abc | 0.062 ab | 0.024 c |
Values represent mean of three replicates. Standard deviation was <5%. Lower-case letters indicate significant difference in each group (p < 0.05) as measured by Bonferroni test. Legend: ChCit—choline chloride: citric acid; GSEs—grape seed extracts; TA—tartaric acid; MA—malic acid; GA—gallic acid; PA—protocatechuic acid; GC—gallocatechin; EGC—epigallocatechin; C—(+)-catechin; EC—(−)-epicatechin; PB1—procyanidin B1; PB2—procyanidin B2; LOQ—limit of quantification; nd—not detected.
Figure 1Total phenolic content (A); total flavonoid content (B) and total flavan-3-ol content (C) of GSEs. Data are expressed as mean (n = 8) ± SD for solvent impact and as mean (n = 3) ± SD for variety impact. Lower-case letters indicate significant difference in each group (p < 0.05) as measured by Bonferroni test. Legend: GSEs—grape seed extracts; ChCit—choline chloride:citric acid; EtOH—ethanol; DW—dry weight; TPC—total phenolic content; GAE—gallic acid equivalents; TFC—total flavonoid content; EE—epicatechin equivalents; DMAC—4-dimethylaminocinnamaldehyde; PB1E—procyanidin B1 equivalents.
Figure 2Antioxidant activity: DPPH—diphenylpicrylhydrazyl (A); FRAP—ferric ion reducing antioxidant power (B); ABTS—2,2′-azino-bis-3-ethylbenzothiazoline-6-sulfonic acid (C); and CUPRAC—cupric ion reducing antioxidant capacity (D) of GSEs. The data are expressed as mean (n = 8) ± SD for solvent impact and as mean (n = 3) ± SD for variety impact. Lower-case letters indicate significant difference in each group (p < 0.05) as measured by Bonferroni test. Legend: GSEs—grape seed extracts; ChCit—choline chloride:citric acid; EtOH—ethanol; DW—dry weight; TE—Trolox equivalents.
Figure 3Heatmap of the correlations between antioxidant activity and phenolic compounds. Legend: ChCit—choline chloride:citric acid; EtOH—ethanol; TPC—total phenolic content; TFC—total flavonoid content; DMAC—4-dimethylaminocinnamaldehyde; DPPH—diphenylpicrylhydrazyl; FRAP—ferric ion reducing antioxidant power; ABTS—2,2′-azino-bis-3-ethylbenzothiazoline-6-sulfonic acid; CUPRAC—cupric ion reducing antioxidant capacity.