| Literature DB >> 35882905 |
Mariana Spinei1, Mircea Oroian2.
Abstract
The utilization of microwave technique for the pectin extraction from grape pomace (Fetească Neagră and Rară Neagră), its influence on yield, galacturonic acid content, degree of esterification and molecular weight of pectin were analyzed. The optimal conditions of the extraction process were microwave power of 560 W, pH of 1.8 for 120 s. The pectin samples extracted by MAE in optimal conditions were analyzed by comparing with commercial apple and citrus pectin based on FT-IR analysis, thermal behavior, rheological characteristics and microstructure. The FT-IR analysis established the presence of different functional groups which are attributed to the finger print region of extracted pectin, while the rheological behavior presented a good viscoelasticity of pectin solutions. The obtained data assumes that grape pomace has a great potential to be a valuable source of pectin which can be extracted by simple and quick techniques, while maintaining analogous quality to conventional sources of pectin.Entities:
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Year: 2022 PMID: 35882905 PMCID: PMC9325980 DOI: 10.1038/s41598-022-16858-0
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Variables and levels used for Box-Behnken design.
| Variables | Levels | ||
|---|---|---|---|
| − 1 | 0 | 1 | |
| Microwave power (W) | 280 | 420 | 560 |
| Irradiation time (s) | 60 | 90 | 120 |
| pH | 1 | 2 | 3 |
Box–Behnken experimental design matrix with measured and predicted values.
| Run | Independent variables | Measured response | Predicted response | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Microwave power (W) | Irradiation time (s) | pH | Y (%) | GalA (g/100 g) | DE (%) | Mw (g/mol) | Y (%) | GalA (g/100 g) | DE (%) | Mw (g/mol) | |
| 1 | 280 | 90 | 3 | 3.96 | 50.92 | 62.28 | 4.15 × 104 | 3.66 | 48.04 | 61.89 | 4.11 × 104 |
| 2 | 560 | 90 | 3 | 4.85 | 51.87 | 63.01 | 4.19 × 104 | 4.77 | 52.12 | 63.82 | 4.17 × 104 |
| 3 | 560 | 120 | 2 | 9.03 | 81.24 | 82.29 | 4.57 × 104 | 8.61 | 77.93 | 80.74 | 4.53 × 104 |
| 4 | 280 | 90 | 1 | 5.21 | 54.98 | 66.38 | 4.20 × 104 | 5.29 | 54.73 | 65.57 | 4.21 × 104 |
| 5 | 420 | 90 | 2 | 6.47 | 62.48 | 70.94 | 4.43 × 104 | 6.79 | 66.30 | 72.90 | 4.46 × 104 |
| 6 | 280 | 120 | 2 | 5.79 | 57.24 | 64.48 | 4.31 × 104 | 5.58 | 57.07 | 68.13 | 4.29 × 104 |
| 7 | 420 | 90 | 2 | 6.26 | 64.84 | 72.07 | 4.41 × 104 | 6.79 | 66.30 | 72.90 | 4.46 × 104 |
| 8 | 420 | 90 | 2 | 7.32 | 70.36 | 76.18 | 4.55 × 104 | 6.79 | 66.30 | 72.90 | 4.46 × 104 |
| 9 | 280 | 60 | 2 | 4.94 | 52.11 | 64.87 | 4.19 × 104 | 5.36 | 55.42 | 66.42 | 4.23 × 104 |
| 10 | 420 | 90 | 2 | 6.89 | 65.28 | 72.16 | 4.42 × 104 | 6.79 | 66.30 | 72.90 | 4.46 × 104 |
| 11 | 560 | 60 | 2 | 6.02 | 60.63 | 69.24 | 4.41 × 104 | 6.23 | 60.80 | 69.59 | 4.43 × 104 |
| 12 | 560 | 90 | 1 | 7.78 | 74.02 | 79.05 | 4.56 × 104 | 8.08 | 76.91 | 79.44 | 4.59 × 104 |
| 13 | 420 | 60 | 1 | 6.91 | 66.56 | 72.63 | 4.45 × 104 | 6.40 | 63.50 | 71.89 | 4.40 × 104 |
| 14 | 420 | 90 | 2 | 7.02 | 68.53 | 73.14 | 4.49 × 104 | 6.79 | 66.30 | 72.90 | 4.46 × 104 |
| 15 | 420 | 120 | 1 | 8.75 | 79.42 | 81.05 | 4.56 × 104 | 8.88 | 79.84 | 82.21 | 4.56 × 104 |
| 16 | 420 | 60 | 3 | 5.24 | 55.31 | 67.29 | 4.21 × 104 | 5.11 | 54.71 | 66.13 | 4.21 × 104 |
| 17 | 420 | 120 | 3 | 4.72 | 54.09 | 67.93 | 4.17 × 104 | 5.23 | 57.15 | 68.67 | 4.22 × 104 |
| 1 | 280 | 90 | 3 | 4.81 | 51.09 | 62.14 | 4.25 × 104 | 4.47 | 49.04 | 60.99 | 4.21 × 104 |
| 2 | 560 | 90 | 3 | 5.78 | 53.27 | 63.02 | 4.26 × 104 | 6.16 | 53.09 | 63.21 | 4.24 × 104 |
| 3 | 560 | 120 | 2 | 11.23 | 85.18 | 83.11 | 4.60 × 104 | 10.26 | 81.71 | 81.45 | 4.56 × 104 |
| 4 | 280 | 90 | 1 | 7.11 | 53.39 | 65.68 | 4.28 × 104 | 6.72 | 53.57 | 65.48 | 4.31 × 104 |
| 5 | 420 | 90 | 2 | 8.21 | 63.93 | 71.74 | 4.49 × 104 | 8.42 | 67.85 | 72.94 | 4.51 × 104 |
| 6 | 280 | 120 | 2 | 7.65 | 59.74 | 69.49 | 4.39 × 104 | 7.41 | 58.13 | 69.18 | 4.37 × 104 |
| 7 | 420 | 90 | 2 | 8.32 | 66.65 | 72.17 | 4.47 × 104 | 8.42 | 67.85 | 72.94 | 4.51 × 104 |
| 8 | 420 | 90 | 2 | 8.78 | 71.22 | 75.83 | 4.59 × 104 | 8.42 | 67.85 | 72.94 | 4.51 × 104 |
| 9 | 280 | 60 | 2 | 5.67 | 52.88 | 63.99 | 4.28 × 104 | 6.64 | 56.35 | 65.64 | 4.31 × 104 |
| 10 | 420 | 90 | 2 | 8.41 | 67.35 | 71.33 | 4.48 × 104 | 8.42 | 67.85 | 72.94 | 4.51 × 104 |
| 11 | 560 | 60 | 2 | 7.89 | 61.07 | 70.02 | 4.44 × 104 | 8.13 | 62.67 | 70.32 | 4.46 × 104 |
| 12 | 560 | 90 | 1 | 9.03 | 77.39 | 79.08 | 4.58 × 104 | 9.37 | 79.44 | 80.22 | 4.62 × 104 |
| 13 | 420 | 60 | 1 | 8.49 | 68.34 | 72.19 | 4.48 × 104 | 7.90 | 64.69 | 70.73 | 4.42 × 104 |
| 14 | 420 | 90 | 2 | 8.37 | 70.08 | 73.65 | 4.50 × 104 | 8.42 | 67.85 | 72.94 | 4.51 × 104 |
| 15 | 420 | 120 | 1 | 10.16 | 80.26 | 82.26 | 4.59 × 104 | 10.79 | 81.68 | 82.76 | 4.59 × 104 |
| 16 | 420 | 60 | 3 | 7.24 | 57.25 | 65.19 | 4.26 × 104 | 6.61 | 55.83 | 64.68 | 4.27 × 104 |
| 17 | 420 | 120 | 3 | 6.03 | 56.01 | 65.87 | 4.21 × 104 | 6.62 | 59.66 | 67.32 | 4.27 × 104 |
FN Fetească Neagră, RN Rară Neagră, Y yield, GalA galacturonic acid content, DE degree of esterification, M molecular weight.
Analysis of variance (ANOVA) of constructed quadratic model.
| FN | RN | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Source | Sum of squares | Degree of freedom | Mean square | Source | Sum of squares | Degree of freedom | Mean square | ||
| Model | 30.61 | 9 | 3.40 | 12.44** | Model | 38.71 | 9 | 4.30 | 7.17* |
| MP | 7.57 | 1 | 7.57 | 27.66** | MP | 9.44 | 1 | 9.44 | 15.73** |
| IT | 3.35 | 1 | 3.35 | 12.26* | IT | 4.18 | 1 | 4.18 | 6.96* |
| pH | 12.20 | 1 | 12.20 | 44.61** | pH | 14.93 | 1 | 14.93 | 24.88** |
| MP × IT | 1.17 | 1 | 1.17 | 4.26ns | MP × IT | 0.46 | 1 | 0.46 | 0.77ns |
| MP × pH | 0.70 | 1 | 0.70 | 2.58ns | MP × pH | 0.22 | 1 | 0.22 | 0.37ns |
| IT × pH | 1.39 | 1 | 1.39 | 5.09ns | IT × pH | 2.07 | 1 | 2.07 | 3.46ns |
| R2 = 0.942 | R2 = 0.902 | ||||||||
| Model | 1365.79 | 9 | 151.75 | 10.95* | Model | 1567.92 | 9 | 174.21 | 11.99* |
| MP | 344.66 | 1 | 344.66 | 24.88** | MP | 447.15 | 1 | 447.15 | 30.77** |
| IT | 176.34 | 1 | 176.34 | 12.73* | IT | 216.84 | 1 | 216.84 | 14.92* |
| pH | 495.65 | 1 | 495.65 | 35.78** | pH | 476.79 | 1 | 476.79 | 32.81** |
| MP × IT | 59.91 | 1 | 59.91 | 4.32ns | MP × IT | 74.39 | 1 | 74.39 | 5.12ns |
| MP × pH | 81.81 | 1 | 81.81 | 5.91* | MP × pH | 119.03 | 1 | 119.03 | 8.19* |
| IT × pH | 48.30 | 1 | 48.30 | 3.49ns | IT × pH | 43.30 | 1 | 43.30 | 2.98ns |
| R2 = 0.934 | R2 = 0.939 | ||||||||
| Model | 534.71 | 9 | 59.41 | 15.80** | Model | 628.89 | 9 | 69.88 | 18.41** |
| MP | 124.66 | 1 | 124.66 | 33.15** | MP | 143.91 | 1 | 143.91 | 37.92** |
| IT | 82.69 | 1 | 82.69 | 21.99* | IT | 107.60 | 1 | 107.60 | 28.35** |
| pH | 186.24 | 1 | 186.24 | 49.53** | pH | 231.02 | 1 | 231.02 | 60.88*** |
| MP × IT | 22.28 | 1 | 22.28 | 5.92* | MP × IT | 14.40 | 1 | 14.40 | 3.80ns |
| MP × pH | 35.64 | 1 | 35.64 | 9.48* | MP × pH | 39.19 | 1 | 39.19 | 10.33* |
| IT × pH | 15.13 | 1 | 15.13 | 4.02ns | IT × pH | 22.04 | 1 | 22.04 | 5.81* |
| R2 = 0.953 | R2 = 0.959 | ||||||||
| Model | 3.57 × 107 | 9 | 3.97 × 106 | 11.18* | Model | 2.79 × 107 | 9 | 3.10 × 106 | 9.08* |
| MP | 9.53 × 106 | 1 | 9.53 × 106 | 26.85** | MP | 5.65 × 106 | 1 | 5.65 × 106 | 16.51** |
| IT | 1.40 × 106 | 1 | 1.40 × 106 | 3.96ns | IT | 1.33 × 106 | 1 | 1.33 × 106 | 3.89ns |
| pH | 1.35 × 107 | 1 | 1.35 × 107 | 38.22** | pH | 1.14 × 107 | 1 | 1.14 × 107 | 33.28** |
| MP × IT | 3.74 × 104 | 1 | 3.74 × 104 | 0.10ns | MP × IT | 4.71 × 104 | 1 | 4.71 × 104 | 0.13ns |
| MP × pH | 2.58 × 106 | 1 | 2.58 × 106 | 7.27* | MP × pH | 2.05 × 106 | 1 | 2.05 × 106 | 6.00* |
| IT × pH | 5.47 × 105 | 1 | 5.47 × 105 | 1.54ns | IT × pH | 6.89 × 105 | 1 | 6.89 × 105 | 2.01ns |
| R2 = 0.935 | R2 = 0.921 | ||||||||
ns, p > 0.05; *p < 0.01; **p < 0.001; ***p < 0.0001; FN, Fetească Neagră; RN, Rară Neagră; GalA, galacturonic acid content; DE, degree of esterification; Mw, molecular weight; MP, microwave power; IT, irradiation time.
Figure 13D graphs showing the influence of extraction parameters on the yield (A–C), GalA content (D–F), DE (G–I) and Mw (J–L) for FN pectin.
Figure 23D graphs showing the influence of extraction parameters on the yield (A–C), GalA content (D–F), DE (G–I) and Mw (J–L) for RN pectin.
Color characteristics, thermal properties, creep and recovery parameters of pectin samples. Mean values and standard deviation, in brackets.
| Sample | Color characteristics | Peak integration | Creep and recovery parameters | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| L* | C*ab | h*ab | ΔHd (J/g) | Td (°C) | Je (1/Pa) | Jr (1/Pa) | η (Pa·s) | d(log( | ||
| FNP | 62.17 (0.05)a | 12.24 (0.10)c | 39.10 (0.18)c | 306.24 (0.12)a | 276.73 (0.16)a | 4.547 (0.23)d | 0.682 (0.21)c | 0.1252 (0.15)a | 8.034 (0.27)d | 0.907 (0.12)a |
| RNP | 48.70 (0.02)b | 17.97 (0.12)b | 31.66 (0.23)d | 212.94 (0.09)b | 267.97 (0.22)b | 0.993 (0.18)b | 0.219 (0.16)b | 0.0564 (0.24)c | 17.810 (0.32)b | 0.825 (0.04)b |
| CAP | 63.65 (0.06)a | 20.68 (0.08)a | 81.18 (0.27)a | 30.08 (0.17)d | 217.88 (0.18)d | 4.334 (0.16)c | 0.773 (0.08)d | 0.0902 (0.18)b | 11.130 (0.24)c | 0.782 (0.22)c |
| CCP | 53.74 (0.11)b | 12.49 (0.16)c | 77.14 (0.21)b | 45.80 (0.24)c | 238.64 (0.21)c | 0.037 (0.12)a | 0.062 (0.07)a | 0.0004 (0.12)d | 2380 (0.29)a | 0.662 (0.08)d |
| 8.81* | 47.26*** | 4692.87*** | 3.06 × 108*** | 2.19 × 106*** | 5.27 × 106*** | 1.79 × 105*** | 2.09 × 105*** | 4.20 × 106*** | 7.84 × 105*** | |
ns, p > 0.05, *p < 0.01, **p < 0.001, ***p < 0.0001, a–ddifferent letters in the same column indicate significant differences among samples (p < 0.0001) according to the LSD test with α = 0.05. FNP, Fetească Neagră pectin; RNP, Rară Neagră pectin; CAP, commercial apple pectin; CCP, commercial citrus pectin; L*, lightness of the color; C*ab, chroma; h*ab, hue angle; ΔHd, degradation enthalpy; Td, degradation temperature; Je, equilibrium compliance; Jr, recoverable compliance; , shear rate; η, viscosity.
Figure 3FT-IR spectra of pectin extracted from grape pomace (FN and RN) by MAE under the optimal conditions, commercial apple and citrus pectin (CAP and CCP).
Figure 4DSC thermograms of pectin extracted from grape pomace (FN and RN) by MAE under the optimal conditions, commercial apple and citrus pectin (CAP and CCP).
Figure 5Flow curves of pectin solutions: Fetească Neagră pectin (○), Rară Neagră pectin (+), commercial apple pectin (Δ) and commercial citrus pectin (×); —dynamic viscosity, —shear rate.
Figure 6Elastic modulus (fill symbol) and loss modulus (no fill symbol) for different pectin samples: Fetească Neagră pectin (▲, ∆), Rară Neagră pectin (♦, ◊), commercial apple pectin (●, ○) and commercial citrus pectin (■, □); —elastic modulus, —loss modulus, —frequency.
Figure 7Creep and recovery test of pectin solutions: Fetească Neagră pectin (○), Rară Neagră pectin (×), commercial apple pectin (◊) and commercial citrus pectin (∆); —compliance.
Figure 8SEM images of pectin solutions: Fetească Neagră pectin (FNP), Rară Neagră pectin (RNP), commercial apple and citrus pectin (CAP and CCP).