| Literature DB >> 32019261 |
Nika Pavlović1, Stela Jokić2, Martina Jakovljević2, Marijana Blažić3, Maja Molnar2.
Abstract
This is the first report on the extraction of cocoa bean shell (CBS) using deep eutectic solvents (DESs). Screening results with 16 different choline chloride-based DESs showed how choline chloride:oxalic acid DES was the most suitable solvent for the extraction of the bioactive compounds from CBS and that concentrations varied greatly depending on the used solvent. The DES extraction was compared to the DESs coupled with microwave extraction (MAE), and the yields of the extracted compounds were higher for DES/MAE. For theobromine, the obtained yields for DES extraction were 2.145-4.682 mg/g, and for caffeine, were 0.681-1.524 mg/g, whereas for DES/MAE, the same compounds were obtained in 2.502-5.004 mg/g and 0.778-1.599 mg/g. Antioxidant activity was also determined, using DPPH method, obtaining 24.027-74.805% activity for DES extraction and 11.751-55.444% for DES/MAE. Water content significantly influenced the extraction of targeted active compounds from CBS, whereas extraction time and temperature did not show statistically significant influence. The extraction temperature only influenced antioxidant activity. The study demonstrated how extraction using DES and microwaves could be of a great importance in the future trends of green chemistry for the production of CBS extracts rich in bioactive compounds.Entities:
Keywords: active compounds; cocoa bean shell; deep eutectic solvents; microwave-assisted extraction; waste
Year: 2020 PMID: 32019261 PMCID: PMC7073572 DOI: 10.3390/foods9020140
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Screening results for different Deep Eutectic Solvents (DESs) at different % of water, at constant time of 60 min and temperature 50 °C.
| HBD | DES | Mole Ratio HBA:HBD | % H2O | Galic Acid (mg/g) | Theobro-Mine (mg/g) | Catechin (mg/g) | Caffeine (mg/g) | Caffeic Acid (mg/g) | Epicatechin (mg/g) | % DPPH |
|---|---|---|---|---|---|---|---|---|---|---|
| AA | ChCl:AA | 1:2 | 10 | 0.009 | 3.020 | 0.052 | 0.775 | 0.024 | 0.031 | 33.582 |
| 50 | 0.016 | 3.003 | 0.062 | 0.776 | 0.029 | 0.029 | 44.741 | |||
| BD | ChCl:BD | 1:2 | 10 | 0.000 | 2.282 | 0.000 | 0.571 | 0.023 | 0.051 | 34.280 |
| 50 | 0.000 | 3.639 | 0.063 | 0.868 | 0.034 | 0.028 | 53.401 | |||
| EG | ChCl:EG | 1:1 | 10 | 0.008 | 3.019 | 0.057 | 0.766 | 0.025 | 0.019 | 50.521 |
| 50 | 0.002 | 3.133 | 0.055 | 0.715 | 0.028 | 0.022 | 52.944 | |||
| Fru | ChCl:Fru | 1:1 | 10 | 0.000 | 2.062 | 0.051 | 0.560 | 0.026 | 0.039 | 48.911 |
| 50 | 0.000 | 3.414 | 0.095 | 0.752 | 0.037 | 0.031 | 53.067 | |||
| Gly | ChCl:Gly | 1:2 | 10 | 0.000 | 2.786 | 0.064 | 0.734 | 0.031 | 0.027 | 30.414 |
| 50 | 0.000 | 3.380 | 0.062 | 0.763 | 0.036 | 0.033 | 55.004 | |||
| Glu | ChCl:Glu | 1:1 | 10 | 0.00 | 2.086 | 0.048 | 0.546 | 0.024 | 0.034 | 27.308 |
| 50 | 0.009 | 2.413 | 0.000 | 0.657 | 0.031 | 0.039 | 52.499 | |||
| MA | ChCl:MA | 1:1 | 10 | 0.000 | 1.017 | 0.00 | 0.207 | 0.011 | 0.000 | 41.997 |
| 50 | 0.000 | 2.655 | 0.00 | 0.639 | 0.030 | 0.066 | 50.318 | |||
| Xy | ChCl:Xy | 1:1 | 10 | 0.000 | 1.362 | 0.000 | 0.326 | 0.016 | 0.033 | 23.632 |
| 50 | 0.000 | 3.052 | 0.074 | 0.684 | 0.029 | 0.029 | 24.076 | |||
| Lev | ChCl:Lev | 1:1 | 10 | 0.000 | 3.382 | 0.000 | 0.916 | 0.034 | 0.057 | 43.438 |
| CA | ChCl:CA | 1:1 | 50 | 0.000 | 3.032 | 0.000 | 0.706 | 0.027 | 0.071 | 45.176 |
| Mal | ChCl:Mal | 1:1 | 10 | 0.000 | 2.773 | 0.000 | 0.701 | 0.023 | 0.055 | 42.647 |
| 50 | 0.000 | 3.600 | 0.000 | 0.865 | 0.031 | 0.114 | 48.040 | |||
| LA | ChCl:LA | 1:1 | 10 | 0.000 | 3.145 | 0.000 | 0.790 | 0.036 | 0.059 | 39.654 |
| 50 | 0.000 | 2.854 | 0.000 | 0.665 | 0.026 | 0.063 | 51.524 | |||
| OA | ChCl:OA | 1:1 | 10 | 0.000 | 0.620 | 0.000 | 0.156 | 0.000 | 0.000 | 64.322 |
| 50 | 0.000 | 3.605 | 0.000 | 0.909 | 0.019 | 0.104 | 66.307 | |||
| Sor | ChCl:Sor | 1:1 | 50 | 0.000 | 3.008 | 0.062 | 0.635 | 0.040 | 0.110 | 32.153 |
| U | ChCl:U | 1:2 | 10 | 0.000 | 2.329 | 0.000 | 0.665 | 0.028 | 0.022 | 31.148 |
| 50 | 0.000 | 3.613 | 0.069 | 0.848 | 0.037 | 0.011 | 50.462 | |||
| TA | ChCl:TA | 1:1 | 10 | 0.000 | 2.056 | 0.000 | 0.642 | 0.026 | 0.030 | 46.298 |
DES: Deep eutectic solvent; ChCl: Choline chloride; AA: Acetamide, BD: Butan 1,4-diole; EG: Ethylene glycol; Fru: Fructose; Gly: Glycerole; Glu: Glucose; MA: Malic acid; Xy: Xylitole; Lev: Levulinic acid; CA: Citric acid; Mal: Malonic acid; LA: lactic acid; OA: Oxalic acid; Sor: Sorbitol; U: Urea; TA: Tartaric acid; HBA: Hydrogen Bond Acceptor; HBD: Hydrogen Bond Donor; % DPPH: % radical-scavenging activity.
Determined active compounds and antioxidant activity in extracts performed with Deep Eutectic Solvent (DES) and stirring.
| RUN | T (°C) | t (min) | % H2O | Galic Acid (mg/g) | Theobromine (mg/g) | Catechin (mg/g) | Caffeine (mg/g) | Caffeic Acid (mg/g) | Epicatechin (mg/g) | % DPPH |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 90 | 15 | 30 | 0.000 | 4.682 | 0.042 | 1.330 | 0.000 | 0.064 | 74.81 |
| 2 | 60 | 10 | 30 | traces | 4.185 | 0.056 | 1.436 | 0.000 | 0.077 | 61.09 |
| 3 | 60 | 10 | 30 | traces | 4.241 | 0.054 | 1.400 | 0.000 | 0.069 | 51.26 |
| 4 | 90 | 10 | 10 | traces | 3.102 | 0.045 | 1.389 | 0.022 | 0.034 | 55.35 |
| 5 | 60 | 15 | 50 | traces | 4.537 | 0.046 | 1.524 | 0.040 | 0.033 | 42.02 |
| 6 | 90 | 5 | 30 | traces | 4.564 | 0.051 | 1.397 | 0.058 | 0.027 | 48.25 |
| 7 | 60 | 5 | 10 | traces | 2.145 | 0.035 | 0.681 | 0.056 | 0.030 | 46.79 |
| 8 | 60 | 10 | 30 | traces | 3.943 | 0.053 | 1.243 | 0.047 | 0.067 | 37.55 |
| 9 | 60 | 10 | 30 | traces | 4.010 | 0.056 | 1.208 | 0.040 | 0.066 | 33.46 |
| 10 | 60 | 10 | 30 | traces | 4.119 | 0.053 | 1.182 | 0.031 | 0.061 | 40.18 |
| 11 | 60 | 5 | 50 | traces | 4.024 | 0.051 | 1.252 | 0.064 | 0.017 | 24.03 |
| 12 | 60 | 15 | 10 | traces | 4.010 | 0.032 | 0.871 | 0.098 | 0.015 | 31.13 |
| 13 | 30 | 10 | 10 | traces | 2.324 | 0.031 | 0.710 | 0.045 | 0.011 | 37.16 |
| 14 | 90 | 10 | 50 | traces | 4.285 | 0.034 | 1.289 | 0.104 | 0.005 | 31.42 |
| 15 | 30 | 15 | 30 | traces | 2.630 | 0.051 | 1.185 | 0.073 | 0.000 | 24.22 |
| 16 | 30 | 5 | 30 | 0.000 | 3.195 | 0.054 | 1.084 | 0.043 | 0.000 | 30.35 |
| 17 | 30 | 10 | 50 | 0.000 | 2.877 | 0.053 | 1.032 | 0.047 | 0.000 | 35.80 |
T: temperature; t: time; % DPPH: % radical-scavenging activity.
Determined active compounds and antioxidant activity in extracts obtained DES under microwaves.
| RUN | T (°C) | t (min) | % H2O | Galic Acid (mg/g) | Theobromine (mg/g) | Catechin (mg/g) | Caffeine (mg/g) | Caffeic Acid (mg/g) | Epicatechin (mg/g) | % DPPH |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 90 | 15 | 30 | 0.463 | 4.754 | 0.050 | 1.311 | 0.120 | 0.059 | 32.315 |
| 2 | 60 | 10 | 30 | 0.103 | 5.004 | 0.047 | 1.599 | 0.103 | 0.000 | 55.444 |
| 3 | 60 | 10 | 30 | 0.101 | 4.912 | 0.040 | 1.412 | 0.083 | 0.000 | 55.315 |
| 4 | 90 | 10 | 10 | 0.000 | 3.348 | 0.066 | 0.969 | 0.098 | 0.000 | 48.238 |
| 5 | 60 | 15 | 50 | 0.221 | 4.823 | 0.056 | 1.590 | 0.128 | 0.017 | 48.597 |
| 6 | 90 | 5 | 30 | 0.304 | 4.765 | 0.067 | 1.531 | 0.067 | 0.137 | 41.290 |
| 7 | 60 | 5 | 10 | 0.043 | 2.502 | 0.043 | 0.792 | 0.047 | 0.000 | 24.392 |
| 8 | 60 | 10 | 30 | 0.103 | 4.941 | 0.050 | 1.585 | 0.096 | 0.000 | 43.803 |
| 9 | 60 | 10 | 30 | 0.110 | 4.769 | 0.048 | 1.490 | 0.079 | 0.000 | 42.162 |
| 10 | 60 | 10 | 30 | 0.096 | 4.875 | 0.052 | 1.417 | 0.085 | 0.000 | 43.956 |
| 11 | 60 | 5 | 50 | 0.191 | 4.386 | 0.062 | 1.403 | 0.132 | 0.085 | 28.469 |
| 12 | 60 | 15 | 10 | 0.211 | 4.500 | 0.042 | 0.927 | 0.102 | 0.000 | 22.777 |
| 13 | 30 | 10 | 10 | 0.019 | 2.465 | 0.047 | 0.778 | 0.054 | 0.014 | 11.751 |
| 14 | 90 | 10 | 50 | 0.201 | 4.804 | 0.058 | 1.509 | 0.116 | 0.036 | 35.521 |
| 15 | 30 | 15 | 30 | 0.148 | 4.263 | 0.061 | 1.356 | 0.116 | 0.071 | 21.521 |
| 16 | 30 | 5 | 30 | 0.117 | 4.591 | 0.064 | 1.451 | 0.123 | 0.074 | 17.726 |
| 17 | 30 | 10 | 50 | 0.200 | 4.505 | 0.065 | 1.443 | 0.137 | 0.107 | 24.667 |
T: temperature; t: time; % DPPH: % DPPH radical-scavenging activity determined according to Equation 1.
Analysis of variance (ANOVA) for the response surface quadratic model for theobromine.
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 9.16 | 9 | 1.02 | 5.77 | 0.0153 |
| 0.4264 | 1 | 0.4264 | 2.42 | 0.1637 | |
| 0.5492 | 1 | 0.5492 | 3.12 | 0.1208 | |
| 4.07 | 1 | 4.07 | 23.07 | 0.0020 | |
|
| 0.0251 | 1 | 0.0251 | 0.1426 | 0.7169 |
|
| 0.0853 | 1 | 0.0853 | 0.4839 | 0.5091 |
|
| 0.6092 | 1 | 0.6092 | 3.46 | 0.1053 |
|
| 0.3531 | 1 | 0.3531 | 2.00 | 0.1998 |
|
| 0.0013 | 1 | 0.0013 | 0.0072 | 0.9348 |
|
| 2.90 | 1 | 2.90 | 16.47 | 0.0048 |
| Residual | 1.23 | 7 | 0.1762 | ||
| Lack of Fit | 1.20 | 3 | 0.4010 | 52.72 | 0.0011 |
| Pure Error | 0.0304 | 4 | 0.0076 | ||
| Cor Total | 10.39 | 16 | |||
|
| 0.8813 |
Analysis of variance (ANOVA) for the response surface quadratic model for catechin.
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 0.0011 | 9 | 0.0001 | 3.80 | 0.0461 |
| 2.000 × 10−6 | 1 | 2.000 × 10−6 | 0.0635 | 0.8083 | |
| 0.0001 | 1 | 0.0001 | 2.89 | 0.1327 | |
| 0.0002 | 1 | 0.0002 | 7.34 | 0.0302 | |
|
| 0.0000 | 1 | 0.0000 | 1.56 | 0.2524 |
|
| 0.0002 | 1 | 0.0002 | 5.37 | 0.0537 |
|
| 6.250 × 10−6 | 1 | 6.250 × 10−6 | 0.1985 | 0.6694 |
|
| 0.0005 | 1 | 0.0005 | 15.24 | 0.0059 |
|
| 0.0000 | 1 | 0.0000 | 0.7862 | 0.4047 |
|
| 3.603 × 10−6 | 1 | 3.603 × 10−6 | 0.1144 | 0.7451 |
| Residual | 0.0002 | 7 | 0.0000 | ||
| Lack of Fit | 0.0001 | 3 | 0.0000 | 2.20 | 0.2306 |
| Pure Error | 0.0001 | 4 | 0.0000 | ||
| Cor Total | 0.0013 | 16 | |||
|
| 0.8302 |
Analysis of variance (ANOVA) for the response surface quadratic model for caffeine.
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 1.15 | 9 | 0.1276 | 10.01 | 0.0031 |
| 0.0107 | 1 | 0.0107 | 0.8361 | 0.3909 | |
| 6.125 × 10−6 | 1 | 6.125 × 10−6 | 0.0005 | 0.9831 | |
| 0.7682 | 1 | 0.7682 | 60.26 | 0.0001 | |
|
| 0.0039 | 1 | 0.0039 | 0.3064 | 0.5971 |
|
| 0.0039 | 1 | 0.0039 | 0.3064 | 0.5971 |
|
| 0.0007 | 1 | 0.0007 | 0.0530 | 0.8245 |
|
| 0.0088 | 1 | 0.0088 | 0.6928 | 0.4327 |
|
| 0.0076 | 1 | 0.0076 | 0.5980 | 0.4646 |
|
| 0.3302 | 1 | 0.3302 | 25.90 | 0.0014 |
| Residual | 0.0892 | 7 | 0.0127 | ||
| Lack of Fit | 0.0575 | 3 | 0.0192 | 2.41 | 0.2071 |
| Pure Error | 0.0318 | 4 | 0.0079 | ||
| Cor Total | 1.24 | 16 | |||
|
| 0.9279 |
Analysis of variance (ANOVA) for the response surface quadratic model for antioxidant activity (%DPPH).
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 2499.90 | 9 | 277.77 | 5.14 | 0.0211 |
| 834.36 | 1 | 834.36 | 15.44 | 0.0057 | |
| 22.22 | 1 | 22.22 | 0.4111 | 0.5418 | |
| 113.21 | 1 | 113.21 | 2.09 | 0.1911 | |
|
| 40.76 | 1 | 40.76 | 0.7541 | 0.4140 |
|
| 164.27 | 1 | 164.27 | 3.04 | 0.1248 |
|
| 118.20 | 1 | 118.20 | 2.19 | 0.1827 |
|
| 461.47 | 1 | 461.47 | 8.54 | 0.0223 |
|
| 376.34 | 1 | 376.34 | 6.96 | 0.0335 |
|
| 244.66 | 1 | 244.66 | 4.53 | 0.0709 |
| Residual | 378.38 | 7 | 54.05 | ||
| Lack of Fit | 201.49 | 3 | 67.16 | 1.52 | 0.3389 |
| Pure Error | 176.89 | 4 | 44.22 | ||
| Cor Total | 2878.28 | 16 | |||
|
| 0.8685 |
Figure 1Three-dimensional plot for theobromine content in cocoa shell extracts as a function of extraction time and temperature (a). Three-dimensional plot for theobromine content in cocoa shell extracts as a function of water content and extraction time (b).
Figure 2Three-dimensional plot of caffeine content in cocoa shell extracts as a function of extraction time and temperature (a). Three-dimensional plot of caffeine in cocoa shell extracts as a function of water content and extraction time (b).
Figure 3Three-dimensional plot of catechin content in cocoa shell extracts as a function of extraction time and temperature (a). Three-dimensional plot of catechin in cocoa shell extracts as a function of water content and extraction time (b).
Figure 4Three-dimensional plot of % DPPH in cocoa shell extracts as a function of extraction time and temperature (a). Three-dimensional plot of % DPPH in cocoa shell extracts as a function of water content and extraction time (b).
Polynomial equations calculated after implementation of BBD (in terms of coded factors).
| Regresion Coefficient | 2nd Order Polynomial Equation |
|---|---|
| Theobromine (Y1) | 4.90 + 0.2309 |
| Caffeine (Y2) | 1.50 + 0.0365 |
| Catechin (Y3) | 0.0474 + 0.0005 |
| DPPH (Y4) | 48.14 + 10.21 |
X1: temperature; X2: time; X3: water content