| Literature DB >> 36230144 |
Ignacio Solaberrieta1, Cristina Mellinas1, Alfonso Jiménez1, María Carmen Garrigós1.
Abstract
Tomato seed (TS) wastes are obtained in large amounts from the tomato processing industry. In this work, microwave-assisted extraction (MAE) and ultrasound-assisted extraction (UAE) of antioxidant compounds from TS were optimized by using response surface methodology. The effect of MAE and UAE main extraction parameters was studied on total phenolic content (TPC) and antioxidant activity (DPPH) responses. Antioxidant, structural, morphological, and thermal properties of MAE and UAE extracts were evaluated. A great influence of ethanol concentration was observed in both extraction methods. Optimal MAE conditions were determined as 15 min, 80 °C, 63% ethanol and 80 mL, with a desirability value of 0.914, whereas 15 min, 61% ethanol and 85% amplitude (desirability = 0.952) were found as optimal conditions for UAE. MAE extracts exhibited higher TPC and antioxidant activity values compared to UAE (1.72 ± 0.04 and 1.61 ± 0.03 mg GAE g TS-1 for MAE and UAE, respectively). Thermogravimetric analysis (TGA) results suggested the presence of some high molecular weight compounds in UAE extracts. Chlorogenic acid, rutin and naringenin were identified and quantified by HPLC-DAD-MS as the main polyphenols found by MAE and UAE, showing MAE extracts higher individual phenolics content (1.11-2.99 mg 100 g TS-1). MAE and UAE have shown as effective green techniques for extracting bioactive molecules with high antioxidant activity from TS with high potential to be scaled-up for valorizing of TS industrial wastes.Entities:
Keywords: Box–Behnken design; antioxidant compounds; microwave-assisted extraction; response surface methodology; tomato seed wastes; ultrasound-assisted extraction
Year: 2022 PMID: 36230144 PMCID: PMC9562903 DOI: 10.3390/foods11193068
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Box–Behnken experimental design matrix and response values obtained from TS by MAE.
| Experimental Design | Responses | |||||
|---|---|---|---|---|---|---|
| Run | t | T | EtOH | V | TPC | DPPH |
| 1 | 15 | 60 | 80 | 65 | 1.30 ± 0.03 | 1.17 ± 0.01 |
| 2 | 15 | 40 | 60 | 65 | 1.35 ± 0.01 | 1.12 ± 0.04 |
| 3 | 15 | 80 | 60 | 65 | 1.50 ± 0.04 | 1.20 ± 0.01 |
| 4 | 10 | 60 | 60 | 65 | 1.43 ± 0.04 | 1.14 ± 0.03 |
| 5 | 10 | 60 | 80 | 80 | 1.28 ± 0.03 | 1.12 ± 0.03 |
| 6 | 10 | 60 | 40 | 50 | 1.52 ± 0.01 | 1.04 ± 0.14 |
| 7 | 10 | 60 | 60 | 65 | 1.47 ± 0.01 | 1.14 ± 0.04 |
| 8 | 10 | 40 | 60 | 80 | 1.27 ± 0.03 | 1.05 ± 0.01 |
| 9 | 10 | 60 | 40 | 80 | 1.49 ± 0.02 | 0.95 ± 0.04 |
| 10 | 15 | 60 | 60 | 50 | 1.39 ± 0.04 | 1.09 ± 0.03 |
| 11 | 10 | 40 | 80 | 65 | 1.09 ± 0.02 | 0.96 ± 0.03 |
| 12 | 10 | 80 | 60 | 50 | 1.52 ± 0.05 | 1.16 ± 0.04 |
| 13 | 15 | 60 | 40 | 65 | 1.55 ± 0.04 | 1.00 ± 0.04 |
| 14 | 5 | 60 | 60 | 80 | 1.46 ± 0.02 | 1.13 ± 0.05 |
| 15 | 10 | 80 | 60 | 80 | 1.59 ± 0.03 | 1.26 ± 0.01 |
| 16 | 5 | 60 | 80 | 65 | 1.25 ± 0.01 | 1.11 ± 0.03 |
| 17 | 10 | 60 | 60 | 65 | 1.44 ± 0.03 | 1.16 ± 0.01 |
| 18 | 10 | 60 | 60 | 65 | 1.41 ± 0.03 | 1.14 ± 0.01 |
| 19 | 10 | 80 | 80 | 65 | 1.39 ± 0.02 | 1.23 ± 0.06 |
| 20 | 10 | 40 | 60 | 50 | 1.28 ± 0.04 | 1.05 ± 0.01 |
| 21 | 5 | 60 | 60 | 50 | 1.41 ± 0.03 | 1.14 ± 0.01 |
| 22 | 10 | 40 | 40 | 65 | 1.34 ± 0.06 | 0.97 ± 0.08 |
| 23 | 15 | 60 | 60 | 80 | 1.52 ± 0.02 | 1.22 ± 0.02 |
| 24 | 5 | 60 | 40 | 65 | 1.52 ± 0.04 | 0.96 ± 0.02 |
| 25 | 10 | 80 | 40 | 65 | 1.62 ± 0.03 | 1.06 ± 0.03 |
| 26 | 10 | 60 | 60 | 65 | 1.47 ± 0.02 | 1.20 ± 0.01 |
| 27 | 5 | 40 | 60 | 65 | 1.27 ± 0.01 | 1.05 ± 0.01 |
| 28 | 5 | 80 | 60 | 65 | 1.53 ± 0.03 | 1.24 ± 0.01 |
| 29 | 10 | 60 | 80 | 50 | 1.29 ± 0.02 | 1.18 ± 0.13 |
GAE: Gallic acid equivalents. TE: Trolox equivalents.
Box–Behnken experimental design matrix and response values obtained from TS by UAE.
| Experimental Design | Responses | ||||
|---|---|---|---|---|---|
| Run | EtOH (%) | t (min) | A (%) | TPC (mg GAE g TS−1) | DPPH (mg TE g TS−1) |
| 1 | 60 | 10 | 70 | 1.44 ± 0.02 | 1.19 ± 0.02 |
| 2 | 60 | 10 | 70 | 1.53 ± 0.03 | 1.23 ± 0.01 |
| 3 | 60 | 10 | 70 | 1.55 ± 0.01 | 1.27 ± 0.01 |
| 4 | 80 | 15 | 70 | 1.37 ± 0.02 | 1.17 ± 0.01 |
| 5 | 60 | 10 | 70 | 1.49 ± 0.01 | 1.30 ± 0.01 |
| 6 | 40 | 10 | 40 | 1.36 ± 0.00 | 0.99 ± 0.01 |
| 7 | 40 | 15 | 70 | 1.54 ± 0.01 | 1.11 ± 0.01 |
| 8 | 80 | 10 | 100 | 1.31 ± 0.02 | 1.25 ± 0.01 |
| 9 | 80 | 5 | 70 | 1.15 ± 0.01 | 1.10 ± 0.01 |
| 10 | 60 | 15 | 40 | 1.48 ± 0.03 | 1.23 ± 0.01 |
| 11 | 80 | 10 | 40 | 1.31 ± 0.01 | 1.24 ± 0.00 |
| 12 | 60 | 10 | 70 | 1.51 ± 0.03 | 1.28 ± 0.01 |
| 13 | 60 | 5 | 100 | 1.46 ± 0.02 | 1.23 ± 0.03 |
| 14 | 40 | 10 | 100 | 1.45 ± 0.01 | 0.99 ± 0.01 |
| 15 | 60 | 5 | 40 | 1.35 ± 0.01 | 1.19 ± 0.01 |
| 16 | 40 | 5 | 70 | 1.32 ± 0.01 | 1.09 ± 0.00 |
| 17 | 60 | 15 | 100 | 1.49 ± 0.02 | 1.30 ± 0.01 |
TPC: Total Phenolic Content. GAE: Gallic acid equivalents. TE: Trolox equivalents.
ANOVA results for response surface quadratic models of TS extraction by MAE.
| Source | Sum of Squares | Df | Mean Square | F-Ratio | |
|---|---|---|---|---|---|
|
| |||||
| A | 0.0024 | 1 | 0.0024 | 3.54 | 0.1330 |
| B | 0.2002 | 1 | 0.2002 | 294.42 | 0.0001 *** |
| C | 0.1728 | 1 | 0.1728 | 254.12 | 0.0001 *** |
| D | 0.0033 | 1 | 0.0033 | 4.90 | 0.0912 |
| AA | 0.0001 | 1 | 0.0001 | 0.14 | 0.7271 |
| AB | 0.0030 | 1 | 0.0030 | 4.45 | 0.1026 |
| AC | 0.0001 | 1 | 0.0001 | 0.15 | 0.7209 |
| AD | 0.0016 | 1 | 0.0016 | 2.35 | 0.1998 |
| BB | 0.0074 | 1 | 0.0074 | 10.81 | 0.0303 * |
| BC | 0.0001 | 1 | 0.0001 | 0.15 | 0.7209 |
| BD | 0.0016 | 1 | 0.0016 | 2.35 | 0.1998 |
| CC | 0.0146 | 1 | 0.0146 | 21.45 | 0.0098 ** |
| CD | 0.0001 | 1 | 0.0001 | 0.15 | 0.7209 |
| DD | 4.5045 × 10 −8 | 1 | 4.5045 × 10 −8 | 0.00 | 0.9939 |
| Lack-of-fit | 0.0116 | 10 | 0.0012 | 1.71 | 0.3180 |
| Pure error | 0.0027 | 4 | 0.0007 | ||
| Total (corr.) | 0.4211 | 28 | |||
| R2 | 0.9659 | ||||
| Adj R2 | 0.9317 | ||||
| CV (%) | 4.89 | ||||
|
| |||||
| A | 0.0024 | 1 | 0.0024 | 3.54 | 0.1330 |
| B | 0.0752 | 1 | 0.0752 | 110.60 | 0.0005 *** |
| C | 0.0520 | 1 | 0.0520 | 76.48 | 0.0009 *** |
| D | 0.0004 | 1 | 0.0004 | 0.60 | 0.4817 |
| AA | 0.0001 | 1 | 0.0001 | 0.03 | 0.8726 |
| AB | 0.0030 | 1 | 0.0030 | 4.45 | 0.1026 |
| AC | 0.0001 | 1 | 0.0001 | 0.15 | 0.7209 |
| AD | 0.0049 | 1 | 0.0049 | 7.21 | 0.0550 |
| BB | 0.0009 | 1 | 0.0009 | 1.32 | 0.3151 |
| BC | 0.0081 | 1 | 0.0081 | 11.91 | 0.0260 * |
| BD | 0.0025 | 1 | 0.0025 | 3.68 | 0.1277 |
| CC | 0.0488 | 1 | 0.0488 | 71.79 | 0.0011 ** |
| CD | 0.0002 | 1 | 0.0002 | 0.33 | 0.5959 |
| DD | 0.0003 | 1 | 0.0003 | 0.43 | 0.5458 |
| Lack-of-fit | 0.0184 | 10 | 0.0018 | 2.70 | 0.1754 |
| Pure error | 0.0027 | 4 | 0.0007 | ||
| Total (corr.) | 0.2206 | 28 | |||
| R2 | 0.9044 | ||||
| Adj R2 | 0.8088 | ||||
| CV (%) | 7.25 |
A: extraction time; B: extraction temperature; C: ethanol concentration; D: solvent volume. * significant effect at p < 0.05, ** significant effect at p < 0.01, *** significant effect at p < 0.001.
Figure 1Response surface plot showing significant interaction of extraction temperature vs. ethanol concentration on DPPH antioxidant activity of TSE obtained by MAE. DPPH: 2,2-diphenyl-1-picrylhydrazyl, TSE: tomato seed extracts, MAE: microwave-assisted extraction.
ANOVA results for response surface quadratic models of TS extraction by UAE.
| Source | Sum of Squares | Df | Mean Square | F-Ratio | |
|---|---|---|---|---|---|
|
| |||||
| A | 0.0370 | 1 | 0.0370 | 23.37 | 0.0084 ** |
| B | 0.0450 | 1 | 0.0450 | 28.41 | 0.0060 ** |
| C | 0.0048 | 1 | 0.0048 | 3.07 | 0.1544 |
| AA | 0.0642 | 1 | 0.0642 | 40.52 | 0.0031 ** |
| AB | 0.0000 | 1 | 0.0000 | 0.00 | 0.9721 |
| AC | 0.0021 | 1 | 0.0021 | 1.33 | 0.3127 |
| BB | 0.0055 | 1 | 0.0055 | 3.50 | 0.1349 |
| BC | 0.0029 | 1 | 0.0029 | 1.83 | 0.2471 |
| CC | 0.0019 | 1 | 0.0019 | 1.19 | 0.3364 |
| Lack-of-fit | 0.0123 | 3 | 0.0041 | 2.58 | 0.1908 |
| Pure error | 0.0063 | 4 | 0.0016 | ||
| Total (corr.) | 0.1862 | 16 | |||
| R2 | 0.9001 | ||||
| Adj R2 | 0.7715 | ||||
| CV % | 4.98 | ||||
|
| |||||
| A | 0.041 | 1 | 0.041 | 21.75 | 0.0096 ** |
| B | 0.0049 | 1 | 0.0049 | 2.60 | 0.1823 |
| C | 0.0024 | 1 | 0.0024 | 1.27 | 0.3220 |
| AA | 0.0690 | 1 | 0.0690 | 36.77 | 0.0037 ** |
| AB | 0.0006 | 1 | 0.0006 | 0.34 | 0.5900 |
| AC | 0.0001 | 1 | 0.0001 | 0.04 | 0.8468 |
| BB | 0.0003 | 1 | 0.0003 | 0.18 | 0.6958 |
| BC | 0.0003 | 1 | 0.0003 | 0.17 | 0.6977 |
| CC | 0.0003 | 1 | 0.0003 | 0.15 | 0.7192 |
| Lack-of-fit | 0.0253 | 3 | 0.0084 | 4.49 | 0.0905 |
| Pure error | 0.0075 | 4 | 0.0019 | ||
| Total (corr.) | 0.1531 | 16 | |||
| R2 | 0.7858 | ||||
| Adj R2 | 0.5103 | ||||
| CV % | 8.07 |
A: ethanol concentration; B: extraction time; C: amplitude. ** significant effect at p < 0.01.
Figure 2SEM micrographs of raw TS powder before extraction (A), and TS residue obtained after MAE (B) and UAE (C). TS: Tomato seed, UAE: ultrasound-assisted extraction.
Figure 3FTIR spectra of TS (−−−−−) and TSE obtained under optimum MAE (−−−−−) and UAE (−−−−−) conditions.
Characterization of TSE obtained under optimum MAE and UAE conditions (n = 3; mean ± SD). Different superscripts within the same row indicate significant differences between extracts (p < 0.05).
| Response | MAE | UAE |
|---|---|---|
| TPC (mg GAE g TS−1) | 1.72 ± 0.04 A | 1.61 ± 0.03 B |
| DPPH (mg TE g TS−1) | 1.46 ± 0.03 A | 1.25 ± 0.01 B |
| FRAP (mg TE g TS−1) | 2.29 ± 0.04 A | 1.86 ± 0.01 B |
| ABTS (mg TE g TS−1) | 2.71 ± 0.02 A | 2.23 ± 0.01 B |
Main polyphenols quantified in TSE under optimum MAE and UAE conditions (n = 3; mean ± SD). Different superscripts within the same row indicate significant differences between extracts (p < 0.05).
| Compound | [M-H]- | RT | R2 | LOD | LOQ | RSD | MAE | UAE |
|---|---|---|---|---|---|---|---|---|
| Chlorogenic acid | 353 | 3.6 | 0.9984 | 0.18 | 0.61 | 2.9 | 1.11 ± 0.35 A | 0.58 ± 0.06 B |
| Rutin | 609 | 7.7 | 0.9993 | 0.09 | 0.29 | 6.2 | 1.38 ± 0.02 A | 0.75 ± 0.09 B |
| Naringenin | 271 | 17.1 | 0.9992 | 0.04 | 0.15 | 2.5 | 2.99 ± 0.11 A | 1.93 ± 0.07 B |
Sy/x = standard deviation of residues, m = slope. LOD: limit of detection. Calculated for 3 Sy/x/m. LOQ: limit of quantification. Calculated for 10 Sy/x/m.
Figure 4Thermograms of TSE obtained under optimum MAE () and UAE () conditions in nitrogen (A) and oxygen (B) atmospheres.