| Literature DB >> 29891762 |
Stela Jokić1, Tanja Gagić2, Željko Knez3,4, Drago Šubarić5, Mojca Škerget6.
Abstract
Large amounts of residues are produced in the food industries. The waste shells from cocoa processing are usually burnt for fuel or used as a mulch in gardens to add nutrients to soil and to suppress weeds. The objectives of this work were: (a) to separate valuable compounds from cocoa shell by applying sustainable green separation process—subcritical water extraction (SWE); (b) identification and quantification of active compounds, sugars and sugar degradation products in obtained extracts using HPLC; (c) characterization of the antioxidant activity of extracts; (d) optimization of separation process using response surface methodology (RSM). Depending on applied extraction conditions, different concentration of theobromine, caffeine, theophylline, epicatechin, catechin, chlorogenic acid and gallic acid were determined in the extracts obtained by subcritical water. Furthermore, mannose, glucose, xylose, arabinose, rhamnose and fucose were detected as well as their important degradation products such as 5-hydroxymethylfurfural (5-HMF), furfural, levulinic acid, lactic acid and formic acid.Entities:
Keywords: active compounds; cocoa shell; subcritical water extraction
Mesh:
Substances:
Year: 2018 PMID: 29891762 PMCID: PMC6100355 DOI: 10.3390/molecules23061408
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Bioactive compounds detected in cocoa shell extracts according to BBD.
| Run | Temperature (°C) | Time (min) | Solvent-Solid Ratio (mL/g) | Extract Yield, % | Theobromine % ( | Caffeine % ( | Theophylline % ( | Gallic Acid % ( | Epicatechin % ( | Catechin % ( | Chlorogenic Acid % ( | TP (mg GAE/g Extract) | % DPPH Scavening |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 170 | 45 | 20 | 39.64 | 4.15 | 0.23 | traces | traces | 1.13 | traces | traces | 95.97 | 62.99 |
| 2 | 120 | 75 | 20 | 35.12 | 2.94 | 0.13 | - | - | 0.63 | traces | traces | 27.26 | 19.20 |
| 3 | 170 | 45 | 20 | 40.15 | 4.77 | 0.23 | traces | traces | 0.94 | traces | traces | 94.18 | 52.06 |
| 4 | 170 | 75 | 30 | 32.79 | 3.45 | 0.24 | traces | - | 0.58 | traces | traces | 57.01 | 48.36 |
| 5 | 120 | 45 | 30 | 25.39 | 1.63 | 0.07 | - | - | 0.59 | traces | traces | 43.67 | 31.27 |
| 6 | 170 | 75 | 10 | 32.54 | 4.32 | 0.19 | traces | traces | 0.44 | traces | traces | 91.10 | 64.48 |
| 7 | 120 | 45 | 10 | 53.16 | 1.31 | 0.04 | - | - | 0.41 | traces | - | 98.28 | 63.83 |
| 8 | 220 | 45 | 10 | 27.08 | 3.57 | 0.17 | 0.045 | - | 0.23 | 0.37 | 0.01 | 93.41 | 66.33 |
| 9 | 120 | 15 | 20 | 33.00 | 2.12 | 0.10 | - | - | 0.66 | traces | - | 94.44 | 65.46 |
| 10 | 170 | 15 | 10 | 28.89 | 3.83 | 0.29 | - | traces | 1.23 | traces | traces | 96.49 | 70.51 |
| 11 | 170 | 45 | 20 | 42.74 | 4.26 | 0.21 | traces | traces | 0.85 | traces | traces | 101.35 | 74.47 |
| 12 | 170 | 45 | 20 | 39.01 | 3.30 | 0.20 | traces | traces | 0.55 | traces | traces | 85.72 | 80.60 |
| 13 | 170 | 15 | 30 | 42.71 | 2.95 | 0.25 | traces | - | 3.29 | traces | traces | 33.41 | 20.24 |
| 14 | 170 | 45 | 20 | 39.72 | 3.57 | 0.24 | traces | traces | 0.47 | traces | traces | 113.41 | 71.89 |
| 15 | 220 | 45 | 30 | 33.42 | 3.27 | 0.16 | 0.04 | - | 0.19 | 0.29 | 0.01 | 117.51 | 83.62 |
| 16 | 220 | 15 | 20 | 35.76 | 3.27 | 0.14 | 0.07 | - | 0.38 | 0.07 | 0.01 | 44.95 | 33.67 |
| 17 | 220 | 75 | 20 | 30.10 | 3.65 | 0.18 | 0.17 | - | 0.25 | 0.45 | 0.03 | 130.33 | 91.69 |
Regression coefficient of polynomial function of the most significant response surfaces.
| Term | Coefficients | Standard Error | ||
|---|---|---|---|---|
|
| ||||
| Intercept | 4.21 | 0.22 | ||
|
| 0.72 | 0.17 | 17.53 | 0.0041 * |
|
| 0.27 | 0.17 | 2.55 | 0.1540 |
|
| −0.22 | 0.17 | 1.60 | 0.2459 |
|
| −1.20 | 0.24 | 25.84 | 0.0014 * |
|
| −0.011 | 0.24 | 0.002 | 0.9647 |
|
| −0.56 | 0.24 | 5.59 | 0.0501 |
|
| −1.20 | 0.24 | 0.20 | 0.6645 |
|
| −0.011 | 0.24 | 0.40 | 0.5464 |
|
| −0.56 | 0.24 | 0.000 | 0.9976 |
|
| ||||
| Intercept | 0.22 | 0.014 | ||
|
| 0.039 | 0.011 | 12.98 | 0.0087 * |
|
| −0.0057 | 0.011 | 0.29 | 0.6085 |
|
| 0.0036 | 0.011 | 0.12 | 0.7436 |
|
| −0.11 | 0.015 | 51.39 | 0.0002 * |
|
| 0.026 | 0.015 | 3.16 | 0.1185 |
|
| −0.003 | 0.015 | 0.041 | 0.8450 |
|
| 0.000 | 0.015 | 0.000 | 1.0000 |
|
| −0.0088 | 0.015 | 0.34 | 0.5800 |
|
| 0.023 | 0.015 | 2.40 | 0.1653 |
|
| ||||
| Intercept | 98.13 | 5.35 | ||
|
| 15.32 | 4.23 | 13.10 | 0.0085 * |
|
| 4.55 | 4.23 | 1.16 | 0.3178 |
|
| −15.96 | 4.23 | 14.22 | 0.0070 * |
|
| −2.58 | 5.83 | 0.20 | 0.6711 |
|
| −21.30 | 5.83 | 13.33 | 0.0082 |
|
| −7.33 | 5.83 | 1.58 | 0.2495 |
|
| 38.14 | 5.99 | 40.60 | 0.0004 * |
|
| 19.68 | 5.99 | 10.81 | 0.0133 * |
|
| 7.25 | 5.99 | 1.47 | 0.2653 |
|
| ||||
| Intercept | 68.40 | 4.95 | ||
|
| 11.94 | 3.92 | 9.30 | 0.0186 * |
|
| 4.23 | 3.92 | 1.17 | 0.3156 |
|
| −10.21 | 3.92 | 6.80 | 0.0351 * |
|
| −2.76 | 5.40 | 0.26 | 0.6244 |
|
| −13.13 | 5.40 | 5.91 | 0.0453 * |
|
| −4.37 | 5.40 | 0.66 | 0.4449 |
|
| 26.07 | 5.54 | 22.16 | 0.0022 * |
|
| 12.46 | 5.54 | 5.06 | 0.0592 |
|
| 8.54 | 5.54 | 2.38 | 0.1671 |
X1: temperature; X2: time; X3: solvent-solid ratio; * p ≤ 0.05 significant.
Scheme 1Proposed degradation mechanism of methylxanthines within hydrothermal degradation of cocoa shell.
Analysis of variance (ANOVA) of the modelled responses.
| Source | Sum of Squares | Degree of Freedom | Mean Square | ||
|---|---|---|---|---|---|
|
| |||||
| The recovery | |||||
| Model | 13.06 | 9 | 1.45 | 6.14 | 0.0129 |
| Residual | 1.65 | 7 | 0.24 | ||
| Lack of fit | 0.92 | 3 | 0.31 | 1.66 | 0.3117 |
| Pure error | 0.74 | 4 | 0.18 | ||
| Total | 14.72 | 16 | |||
|
| |||||
|
| |||||
| Model | 0.064 | 9 | 0.007 | 7.75 | 0.0066 |
| Residual | 0.006 | 7 | 0.0009 | ||
| Lack of fit | 0.005 | 3 | 0.002 | 9.24 | 0.0585 |
| Pure error | 0.0008 | 4 | 0.0002 | ||
| Total | 0.071 | 16 | |||
|
| |||||
| The recovery | |||||
| Model | 13,944.84 | 9 | 1549.43 | 10.81 | 0.0024 |
| Residual | 1003.19 | 7 | 143.31 | ||
| Lack of fit | 584.97 | 3 | 194.99 | 1.86 | 0.2763 |
| Pure error | 418.22 | 4 | 104.55 | ||
| Total | 14,948.03 | 16 | |||
|
| |||||
| The recovery | |||||
| Model | 6643.02 | 9 | 738.11 | 6.02 | 0.0137 |
| Residual | 858.97 | 7 | 122.71 | ||
| Lack of fit | 364.94 | 3 | 121.65 | 0.98 | 0.4842 |
| Pure error | 494.03 | 4 | 123.51 | ||
| Total | 7502.00 | 16 | |||
Figure 1Three-dimensional plots for obtained TP (a) and DPPH (b) in cocoa shell extracts as a function of extraction temperature and time; Three-dimensional plots for for theobromine (c) and caffeine (d) as a function of extraction temperature and solid-solvent ratio respectively.
The concentrations of detected sugars and sugar degradation products in cocoa shell extract in % (w/w).
| Run | Temperature (°C) | Time (min) | Solvent-Solid Ratio (mL/g) | Glucose | Rhamnose | Arabinose | Mannose | Xylose | Fucose | Levulinic Acid | Lactic Acid | Formic Acid | 5-HMF | Furfural |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 170 | 45 | 20 | 0.89 | 1.82 | 5.85 | - | 2.93 | 1.70 | - | - | - | Traces | Traces |
| 2 | 120 | 75 | 20 | - | - | - | 1.17 | - | - | - | - | - | - | - |
| 3 | 170 | 45 | 20 | 2.76 | 1.71 | 3.27 | - | 3.61 | 1.46 | - | - | - | Traces | Traces |
| 4 | 170 | 75 | 30 | 3.21 | 2.84 | 4.57 | - | 3.94 | 2.04 | - | - | - | Traces | Traces |
| 5 | 120 | 45 | 30 | - | - | - | 0.91 | - | - | - | - | - | - | - |
| 6 | 170 | 75 | 10 | 2.84 | 2.35 | 3.92 | - | 3.66 | 1.88 | - | - | - | Traces | Traces |
| 7 | 120 | 45 | 10 | - | - | - | 0.68 | - | - | - | - | - | - | - |
| 8 | 220 | 45 | 10 | 2.67 | 5.74 | 5.71 | - | 5.18 | 5.20 | 10.95 | 6.69 | 1.96 | Traces | Traces |
| 9 | 120 | 15 | 20 | - | - | - | 0.27 | - | - | - | - | - | - | - |
| 10 | 170 | 15 | 10 | 1.02 | 1.09 | 1.13 | - | 2.97 | 1.05 | - | - | - | Traces | Traces |
| 11 | 170 | 45 | 20 | 1.19 | 1.53 | 3.48 | - | 3.56 | 1.32 | - | - | - | Traces | Traces |
| 12 | 170 | 45 | 20 | 1.34 | - | 3.78 | - | 3.25 | 1.23 | - | - | - | Traces | Traces |
| 13 | 170 | 15 | 30 | 1.32 | 1.47 | 2.88 | - | 3.22 | 0.98 | - | - | - | Traces | Traces |
| 14 | 170 | 45 | 20 | 1.53 | 1.94 | 3.09 | - | 2.90 | 1.66 | - | - | - | Traces | Traces |
| 15 | 220 | 45 | 30 | 4.61 | 5.93 | 6.48 | - | 4.22 | 4.70 | 11.83 | 7.07 | 2.37 | 0.35 | 0.69 |
| 16 | 220 | 15 | 20 | 2.36 | 4.20 | 4.59 | - | 4.60 | 4.26 | 6.37 | 6.38 | 0.36 | 0.96 | 2.62 |
| 17 | 220 | 75 | 20 | 4.22 | 6.00 | 6.57 | - | 5.84 | 5.65 | 7.44 | 4.18 | 3.25 | 0.030 | 0.41 |
Scheme 2Proposed mechanism of sugar degradation within hydrothermal degradation of cocoa shell.