Correlation Between Micellar Extraction Parameters and Physicochemical and Functional Properties of Extracts Obtained from Grape Pomace
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Plant Material
2.3. Preparation of Grape Pomace Extract—Extraction Procedure
2.4. Determination of Bioactive Compounds by UPLC-ESI-MS/MS
2.5. Determination of Total Phenolic Content (TPC)
2.6. Determination of Antioxidant Activity
2.6.1. DPPH Test
2.6.2. ABTS Test
2.7. Statistical Analysis
3. Results and Discussion
3.1. Extraction Process
3.2. Determination of Selected Compounds by UPLC-ESI-MS/MS
3.2.1. Effect of the Grape Pomace-to-Extraction Medium Ratio
Polyphenolic Compounds
Amino Acids
3.2.2. Effect of the Grape Pomace-to-Extraction Temperature
Polyphenolic Compounds
Amino Acids
3.2.3. Effect of the Grape Pomace-to-Extraction Time
Polyphenolic Compounds
Amino Acids
3.3. Determination of Bioactive Compounds: Total Phenolic Content (TPC) and Antioxidant Activity (DPPH, ABTS) by UV-Vis
3.3.1. Effect of the Grape Pomace to Extraction Medium Ratio
3.3.2. Effect of the Grape Pomace to Extraction Temperature
3.3.3. Effect of the Grape Pomace to Extraction Time
3.4. HCA and PCA Approaches for Assessing the Impact of Extraction Conditions
Hierarchical Cluster Analysis Results
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Investigated Parameter | Sample Designation | Range/Experimental Levels | Objective of the Study |
|---|---|---|---|
| Grape pomace/extraction medium ratio | GPE_EM_ratio | 1:99, 1:19, 1:9, 1:4, 2:3, 1:1, 3:2, 4:1, 5:1 (w/w) | Evaluation of the effect of material to medium ratio on extraction efficiency |
| Extraction time | GPE_DG2p_t | 10, 20, 30, 60, 120 min (GPE:EM ratio 4:1) | Evaluation of the effect of extraction time on extract composition |
| Extraction temperature | GPE_DG2p_T | 20 °C, 30 °C, 40 °C, 50 °C, 60 °C (GPE:EM ratio 4:1) | Evaluation of the effect of extraction temperature on extraction efficiency |
| Compound | Quantification/ Confirmation Transition | GPE_EM 1:99 [mg/L] | GPE_EM 1:19 [mg/L] | GPE_EM 1:9 [mg/L] | GPE_EM 1:4 [mg/L] | GPE_EM 2:3 [mg/L] | GPE_EM 1:1 [mg/L] | GPE_EM 3:2 [mg/L] | GPE_EM 4:1 [mg/L] | GPE_EM 5:1 [mg/L] |
|---|---|---|---|---|---|---|---|---|---|---|
| (+)-Catechin | 290.9 > 139.0 290.9 > 123.0 | 2.76 ± 0.13 | 19.5± 0.6 | 94.5 ± 0.8 | 226 ± 7 | 419 ± 8 | 609 ± 8 | 612 ± 3 | 478 ± 18 | 525 ± 18 |
| (−)-Epicatechin | 290.9 > 139.0 290.9 > 123.0 | 11.5 ± 0.1 | 63.6 ± 1.2 | 246 ± 4 | 558 ± 7 | 873 ± 12 | 1180 ± 13 | 1040 ± 14 | 798 ± 11 | 902 ± 9 |
| (−)-Catechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 0.163 ± 0.016 | 0.113 ± 0.030 | 0.135 ± 0.001 | 0.213 ± 0.004 | 0.320 ± 0.033 | 0.221 ± 0.013 | 0.302 ± 0.003 | 0.354 ± 0.081 | 0.230 ± 0.008 |
| (−)-Epicatechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 0.336 ± 0.010 | 0.299 ± 0.020 | 0.316 ± 0.010 | 0.338 ± 0.002 | 0.477 ± 0.001 | 0.397 ± 0.011 | 0.428 ± 0.026 | 0.371 ± 0.001 | 0.385 ± 0.002 |
| (−)-Gallocatechin | 306.9 > 138.9 309.9 > 288.9 | 0.271 ± 0.002 | 0.260 ± 0.012 | 0.264 ± 0.002 | 0.266 ± 0.005 | 0.283 ± 0.001 | 0.310 ± 0.021 | 0.355 ± 0.020 | 0.324 ± 0.001 | 0.346 ± 0.002 |
| Gallic acid | 168.9 > 124.8 168.9 > 78.9 | 0.301 ± 0.046 | 0.423 ± 0.036 | 0.941 ± 0.003 | 1.52 ± 0.03 | 2.39 ± 0.01 | 3.40 ± 0.26 | 2.71 ± 0.13 | 2.59 ± 0.06 | 3.60 ± 0.07 |
| D-(−)-quinic acid | 190.9 > 84.9 190.9 > 93.0 | 0.425 ± 0.012 | 0.560 ± 0.014 | 0.643 ± 0.046 | 0.745 ± 0.033 | 0.925 ± 0.100 | 1.21 ± 0.03 | 1.44 ± 0.14 | 1.59 ± 0.22 | 1.42 ± 0.04 |
| Rutin | 608.9 > 299.9 608.9 > 270.9 | n.d. * | n.d. | 0.045 ± 0.002 | 0.171 ± 0.002 | 0.567 ± 0.005 | 0.769 ± 0.010 | 0.819 ± 0.008 | 0.938 ± 0.021 | 0.916 ± 0.024 |
| Syringic acid | 196.9 > 120.9 196.9 > 181.9 | n.d. * | 0.080 ± 0.001 | 0.090 ± 0.003 | 0.119 ± 0.003 | 0.085 ± 0.018 | 0.099 ± 0.014 | 0.109 ± 0.006 | 0.094 ± 0.001 | 0.106 ± 0.023 |
| trans-Resveratrol | 226.9 > 185.0 226.9 > 143.0 | 0.030 ± 0.007 | 0.030 ± 0.007 | 0.034 ± 0.009 | 0.034 ± 0.008 | 0.053 ± 0.005 | 0.053 ± 0.005 | 0.046 ± 0.006 | 0.040 ± 0.004 | 0.037 ± 0.008 |
| Sum of phenolic compounds | 15.8 | 84.9 | 343 | 787 | 1297 | 1795 | 1658 | 1282 | 1434 | |
| L-Valine | 118.1 > 72.0 118.1 > 55.0 | n.d. * | 0.893 ± 0.061 | 1.97 ± 0.09 | 4.76 ± 0.18 | 8.07 ± 0.18 | 10.4 ± 0.1 | 14.2 ± 0.4 | 17.7 ± 0.2 | 19.6 ± 0.2 |
| L-Methionine | 150.1 > 103.9 150.1 > 132.9 | 0.048 ± 0.010 | 0.069 ± 0.020 | 0.055 ± 0.015 | 0.069 ± 0.024 | 0.087 ± 0.037 | 0.091 ± 0.041 | 0.091 ± 0.043 | 0.094 ± 0.038 | 0.097 ± 0.033 |
| L-Tryptophan | 205.0 > 188.0 205.0 > 145.9 | n.d. * | 0.499 ± 0.012 | 1.76 ± 0.08 | 4.28 ± 0.09 | 6.86 ± 0.06 | 11.0 ± 0.1 | 12.5 ± 0.3 | 14.0 ± 0.3 | 13.9 ± 0.5 |
| L-Leucine | 132.1 > 86.0 132.1 > 44.0 | 0.309 ± 0.035 | 1.07 ± 0.06 | 2.27 ± 0.20 | 4.83 ± 0.28 | 9.34 ± 0.89 | 11.4 ± 0.4 | 14.4 ± 0.6 | 19.2 ± 0.9 | 20.6 ± 0.8 |
| L-Histidine | 156.1 > 110.0 156.1 > 82.9 | 0.269 ± 0.029 | 0.588 ± 0.047 | 1.09 ± 0.01 | 1.85 ± 0.09 | 3.11 ± 0.05 | 4.35 ± 0.03 | 4.83 ± 0.02 | 5.49 ± 0.01 | 5.55 ± 0.06 |
| L-Threonine | 120.1 > 74.0 120.1 > 56.0 | 0.463 ± 0.018 | 0.899 ± 0.053 | 1.43 ± 0.01 | 2.51 ± 0.02 | 3.68 ± 0.08 | 4.38 ± 0.07 | 5.27 ± 0.30 | 6.25 ± 0.05 | 6.51 ± 0.07 |
| L-Lysine | 147.1 > 84.0 147.1 > 130.0 | 0.213 ± 0.022 | 3.31 ± 0.03 | 7.16 ± 0.05 | 13.4 ± 0.3 | 24.8 ± 1.2 | 30.0 ± 0.9 | 33.1 ± 0.8 | 46.0 ± 1.4 | 47.3 ± 1.8 |
| L-Phenylalanine | 163.9 > 147.0 163.9 > 103.0 | 0.233 ± 0.035 | 0.524 ± 0.042 | 0.977 ± 0.037 | 1.97 ± 0.06 | 3.57 ± 0.22 | 5.44 ± 0.17 | 6.69 ± 0.10 | 9.72 ± 0.27 | 10.9 ± 0.1 |
| L-Aspartic acid | 131.8 > 88.0 131.8 > 114.9 | 0.745 ± 0.081 | 1.12 ± 0.09 | 1.81 ± 0.13 | 3.76 ± 0.14 | 9.16 ± 0.41 | 15.1 ± 0.5 | 20.0 ± 0.1 | 33.3 ± 0.6 | 35.5 ± 1.8 |
| Sum of amino acids | 2.28 | 8.97 | 18.5 | 37.4 | 68.7 | 92.2 | 111 | 152 | 160 | |
| Compound | Quantification/ Confirmation Transition | GPE_DG2p 20 °C [mg/L] | GPE_DG2p 30 °C [mg/L] | GPE_DG2p 40 °C [mg/L] | GPE_DG2p 50 °C [mg/L] | GPE_DG2p 60 °C [mg/L] |
|---|---|---|---|---|---|---|
| (+)-Catechin | 290.9 > 139.0 290.9 > 123.0 | 454 ± 8 | 819 ± 3 | 622 ± 5 | 652 ± 11 | 528 ± 6 |
| (−)-Epicatechin | 290.9 > 139.0 290.9 > 123.0 | 994 ± 8 | 1710 ± 14 | 1355 ± 7 | 1390 ± 0 | 1170 ± 0 |
| (−)-Catechin 3-gallate (−)-Epichatechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 1.36 ± 0.27 | 0.902 ± 0.110 | 1.23 ± 0.07 | 1.11 ± 0.04 | 0.819 ± 0.017 |
| (−)-Epichatechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 0.852 ± 0.173 | 1.11 ± 0.41 | 0.884 ± 0.233 | 1.00 ± 0.08 | 0.827 ± 0.221 |
| (−)-Gallocatechin | 306.9 > 138.9 309.9 > 288.9 | 0.823 ± 0.036 | 0.903 ± 0.054 | 1.00 ± 0.05 | 1.12 ± 0.02 | 1.16 ± 0.02 |
| Gallic acid | 168.9 > 124.8 168.9 > 78.9 | 2.10 ± 0.04 | 4.12 ± 0.08 | 5.03 ± 0.03 | 4.31 ± 0.04 | 6.40 ± 0.06 |
| D-(−)-quinic acid | 190.9 > 84.9 190.9 > 93.0 | 0.492 ± 0.040 | 0.560 ± 0.021 | 0.606 ± 0.025 | 0.496 ± 0.027 | 0.503 ± 0.035 |
| Rutin | 608.9 > 299.9 608.9 > 270.9 | 0.924 ± 0.320 | 0.610 ± 0.004 | 0.757 ± 0.002 | 0.861 ± 0.012 | 0.973 ± 0.008 |
| Syringic acid | 196.9 > 120.9 196.9 > 181.9 | 0.108 ± 0.001 | 0.109 ± 0.001 | 0.100 ± 0.002 | 0.100 ± 0.002 | 0.105 ± 0.001 |
| trans-Resveratrol | 226.9 > 185.0 226.9 > 143.0 | 0.264 ± 0.048 | 0.214 ± 0.004 | 0.208 ± 0.002 | 0.206 ± 0.002 | 0.204 ± 0.002 |
| Sum of polyphenolic compounds | 1455 | 2538 | 1986 | 2051 | 1709 | |
| L-Valine | 118.1 > 72.0 118.1 > 55.0 | 14.6 ± 0.7 | 14.9 ± 0.5 | 14.9 ± 0.4 | 15.9 ± 0.6 | 18.3 ± 0.3 |
| L-Methionine | 150.1 > 103.9 150.1 > 132.9 | 0.522 ± 0.001 | 0.103 ± 0.001 | 0.280 ± 0.007 | 0.434 ± 0.006 | 0.859 ± 0.011 |
| L-Tryptophan | 205.0 > 188.0 205.0 > 145.9 | 20.7 ± 0.1 | 22.5 ± 0.1 | 26.7 ± 0.1 | 28.1 ± 0.4 | 26.2 ± 0.4 |
| L-Leucine | 132.1 > 86.0 132.1 > 44.0 | 20.9 ± 0.2 | 21.3 ± 0.5 | 22.1 ± 0.3 | 23.0 ± 0.4 | 26.6 ± 0.4 |
| L-Histidine | 156.1 > 110.0 156.1 > 82.9 | 0.482 ± 0.012 | 1.84 ± 0.02 | 4.14 ± 0.01 | 3.40 ± 0.12 | 2.75 ± 0.10 |
| L-Threonine | 120.1 > 74.0 120.1 > 56.0 | 4.00 ± 0.05 | 4.02 ± 0.09 | 4.27 ± 0.01 | 4.03 ± 0.18 | 5.10 ± 0.05 |
| L-Lysine | 147.1 > 84.0 147.1 > 130.0 | 25.9 ± 0.1 | 25.6 ± 0.1 | 25.3 ± 0.2 | 25.4 ± 0.4 | 27.2 ± 0.4 |
| L-Phenylalanine | 163.9 > 147.0 163.9 > 103.0 | 6.44 ± 0.03 | 6.54 ± 0.05 | 6.70 ± 0.06 | 7.93 ± 0.05 | 10.05 ± 0.07 |
| L-Aspartic acid | 131.8 > 88.0 131.8 > 114.9 | 16.5 ± 0.1 | 16.8 ± 0.4 | 17.6 ± 0.4 | 19.8 ± 0.1 | 24.9 ± 0.4 |
| Sum of amino acids | 110 | 113 | 122 | 128 | 142 | |
| Compound | Quantification/ Confirmation Transition | GPE_DG2p 10 min [mg/L] | GPE _DG2p 20 min [mg/L] | GPE_DG2p 30 min [mg/L] | GPE_DG2p 60 min [mg/L] | GPE_DG2p 120 min [mg/L] |
|---|---|---|---|---|---|---|
| (+)-Catechin | 290.9 > 139.0 290.9 > 123.0 | 580 ± 9 | 694 ± 4 | 667 ± 5 | 575 ± 4 | 471 ± 8 |
| (−)-Epicatechin | 290.9 > 139.0 290.9 > 123.0 | 1315 ± 10 | 1485 ± 12 | 1335 ± 11 | 1110 ± 9 | 845 ± 6 |
| (−)-Catechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 1.50 ± 0.02 | 1.46 ± 0.02 | 1.36 ± 0.07 | 1.59 ± 0.05 | 1.43 ± 0.03 |
| (−)-Epichatechin 3-gallate | 433.0 > 123.0 433.0 > 273.0 | 3.03 ± 0.47 | 1.74 ± 0.04 | 1.42 ± 0.03 | 1.82 ± 0.02 | 1.26 ± 0.03 |
| (−)-Gallocatechin | 306.9 > 138.9 309.9 > 288.9 | 1.36 ± 0.04 | 1.37 ± 0.11 | 1.26 ± 0.01 | 1.39 ± 0.06 | 1.34 ± 0.05 |
| Gallic acid | 168.9 > 124.8 168.9 > 78.9 | 3.67 ± 0.15 | 3.84 ± 0.01 | 2.96 ± 0.01 | 1.99 ± 0.03 | 1.24 ± 0.01 |
| D-(−)-quinic acid | 190.9 > 84.9 190.9 > 93.0 | 0.848 ± 0.103 | 0.866 ± 0.021 | 0.809 ± 0.048 | 0.834 ± 0.028 | 0.895 ± 0.006 |
| Rutin | 608.9 > 299.9 608.9 > 270.9 | 1.23 ± 0.09 | 0.670 ± 0.031 | 0.691 ± 0.001 | 0.724 ± 0.014 | 0.718 ± 0.042 |
| Syringic acid | 196.9 > 120.9 196.9 > 181.9 | 0.150 ± 0.003 | 0.154 ± 0.002 | 0.156 ± 0.001 | 0.149 ± 0.001 | 0.149 ± 0.004 |
| trans-Resveratrol | 226.9 > 185.0 226.9 > 143.0 | 0.077 ± 0.003 | 0.030 ± 0.002 | 0.025 ± 0.001 | 0.020 ± 0.001 | 0.014 ± 0.004 |
| Sum of polyphenolic compounds | 1907 | 2189 | 2010 | 1693 | 1323 | |
| L-Valine | 118.1 > 72.0 118.1 > 55.0 | 15.3 ± 0.8 | 16.1 ± 0.6 | 15.9 ± 0.3 | 16.7 ± 0.4 | 17.9 ± 0.1 |
| L-Methionine | 150.1 > 103.9 150.1 > 132.9 | 1.29 ± 0.01 | 1.12 ± 0.01 | 1.15 ± 0.00 | 1.13 ± 0.00 | 1.14 ± 0.01 |
| L-Tryptophan | 205.0 > 188.0 205.0 > 145.9 | 19.1 ± 0.2 | 20.3 ± 0.1 | 21.5 ± 0.2 | 23.3 ± 0.4 | 27.0 ± 1.0 |
| L-Leucine | 132.1 > 86.0 132.1 > 44.0 | 25.6 ± 0.1 | 26.0 ± 0.3 | 26.0 ± 0.1 | 27.1 ± 0.2 | 29.1 ± 1.4 |
| L-Histidine | 156.1 > 110.0 156.1 > 82.9 | 3.42 ± 0.18 | 3.61 ± 0.15 | 3.76 ± 0.09 | 3.97 ± 0.18 | 4.40 ± 0.12 |
| L-Threonine | 120.1 > 74.0 120.1 > 56.0 | 7.93 ± 0.27 | 8.18 ± 0.33 | 7.91 ± 0.09 | 8.00 ± 0.14 | 8.56 ± 0.49 |
| L-Lysine | 147.1 > 84.0 147.1 > 130.0 | 27.5 ± 0.7 | 28.0 ± 0.3 | 28.0 ± 0.6 | 28.3 ± 0.6 | 28.1 ± 1.2 |
| L-Phenylalanine | 163.9 > 147.0 163.9 > 103.0 | 6.78 ± 0.06 | 6.83 ± 0.06 | 6.89 ± 0.04 | 7.29 ± 0.28 | 8.03 ± 0.06 |
| L-Aspartic acid | 131.8 > 88.0 131.8 > 114.9 | 27.4 ± 1.0 | 26.1 ± 0.4 | 27.1 ± 0.4 | 27.6 ± 0.7 | 30.3 ± 0.6 |
| Sum of amino acids | 134 | 136 | 138 | 143 | 154 | |
| GPE_EM 1:99 | GPE_EM 1:19 | GPE_EM 1:9 | GPE_EM 1:4 | GPE_EM 2:3 | GPE_EM 1:1 | GPE_EM 3:2 | GPE_EM 4:1 | GPE_EM 5:1 | |
|---|---|---|---|---|---|---|---|---|---|
| TPC [mg GAE/L] | 124.8 ± 0.8 | 148.5 ± 0.9 | 287.7 ± 1.2 | 599.7 ± 3.5 | 1046.4 ± 10.8 | 1255.0 ± 9.5 | 1465.5 ± 13.8 | 1599.0 ± 12.1 | 1469.1 ± 14.0 |
| DPPH [mg TE/L] | 8.7 ± 0.1 | 19.8 ± 0.3 | 333.8 ± 1.4 | 787.7 ± 2.5 | 1023.5 ± 12.0 | 1036.3 ± 11.8 | 1030.6 ± 11.4 | 1012.2 ± 12.8 | 1005.9 ± 9.8 |
| ABTS [mg TE/L] | 7.1 ± 0.2 | 15.4 ± 0.9 | 258.6 ± 1.5 | 512.8 ± 2.8 | 825.0 ± 5.1 | 859.6 ± 8.9 | 871.2 ± 9.1 | 894.3 ± 10.2 | 866.8 ± 9.4 |
| GPE_DG2p_20 °C | GPE_DG2p_30 °C | GPE_DG2p_40 °C | GPE_DG2p_50 °C | GPE_DG2p_60 °C | |
|---|---|---|---|---|---|
| TPC [mg GAE/L] | 1005.6 ± 25.8 | 1085.9 ± 28.6 | 941.9 ± 15.2 | 914.3 ± 11.4 | 764.7 ± 20.4 |
| DPPH [mg TE/L] | 1450.2 ± 1.4 | 1662.6 ± 0.9 | 1244.6 ± 14.7 | 1179.2 ± 21.3 | 1002.3 ± 19.4 |
| ABTS [mg TE/L] | 2003.3 ± 16.1 | 2029.7 ± 12.3 | 1848.7 ± 9.1 | 1598.7 ± 10.5 | 1337.4 ± 13.0 |
| GPE_DG2p_10 min | GPE_DG2p_20 min | GPE_DG2p_30 min | GPE_DG2p_60 min | GPE_DG2p_120 min | |
|---|---|---|---|---|---|
| TPC [mg GAE/L] | 755.1 ± 15.4 | 999.7 ± 26.3 | 910.2 ± 22.2 | 840.8 ± 16.1 | 785.3 ± 5.7 |
| DPPH [mg TE/L] | 1534.0 ± 9.0 | 1 664.3 ± 20.0 | 1 421.8 ± 18.6 | 1338.4 ± 22.3 | 1290.2 ± 15.9 |
| ABTS [mg TE/L] | 1 942.9 ± 12.5 | 2 073.1 ± 2.4 | 1 955.2 ± 13.8 | 1758.7 ± 23.1 | 1595.4 ± 17.0 |
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Hordyjewicz-Baran, Z.; Wasilewski, T.; Dresler, E.; Sabura, E.; Malorna, K.; Stanek-Wandzel, N. Correlation Between Micellar Extraction Parameters and Physicochemical and Functional Properties of Extracts Obtained from Grape Pomace. Appl. Sci. 2026, 16, 5932. https://doi.org/10.3390/app16125932
Hordyjewicz-Baran Z, Wasilewski T, Dresler E, Sabura E, Malorna K, Stanek-Wandzel N. Correlation Between Micellar Extraction Parameters and Physicochemical and Functional Properties of Extracts Obtained from Grape Pomace. Applied Sciences. 2026; 16(12):5932. https://doi.org/10.3390/app16125932
Chicago/Turabian StyleHordyjewicz-Baran, Zofia, Tomasz Wasilewski, Ewa Dresler, Ewa Sabura, Katarzyna Malorna, and Natalia Stanek-Wandzel. 2026. "Correlation Between Micellar Extraction Parameters and Physicochemical and Functional Properties of Extracts Obtained from Grape Pomace" Applied Sciences 16, no. 12: 5932. https://doi.org/10.3390/app16125932
APA StyleHordyjewicz-Baran, Z., Wasilewski, T., Dresler, E., Sabura, E., Malorna, K., & Stanek-Wandzel, N. (2026). Correlation Between Micellar Extraction Parameters and Physicochemical and Functional Properties of Extracts Obtained from Grape Pomace. Applied Sciences, 16(12), 5932. https://doi.org/10.3390/app16125932

