| Literature DB >> 28952594 |
Damhan S Scully1, Amit K Jaiswal2, Nissreen Abu-Ghannam3.
Abstract
Conventional coffee brewing techniques generate vast quantities of spent espresso grounds (SEGs) rich in lignocellulose and valuable bioactives. These bioactive compounds can be exploited as a nutraceutical or used in a range of food products, while breakdown of lignocellulose generates metabolizable sugars that can be used for the production of various high-value products such as biofuels, amino acids and enzymes. Response surface methodology (RSM) was used to optimize the enzymatic saccharification of lignocellulose in SEGs following a hydrothermal pretreatment. A maximum reducing sugar yield was obtained at the following optimized hydrolysis conditions: 4.97 g of pretreated SEGs, 120 h reaction time, and 1246 and 250 µL of cellulase and hemicellulase, respectively. Industrially important sugars (glucose, galactose and mannose) were identified as the principal hydrolysis products under the studied conditions. Total flavonoids (p = 0.0002), total polyphenols (p = 0.03) and DPPH free-radical scavenging activity (p = 0.004) increased significantly after processing. A 14-fold increase in caffeine levels was also observed. This study provides insight into SEGs as a promising source of industrially important sugars and polyphenols.Entities:
Keywords: enzymatic saccharification; lignocellulose; polyphenols; reducing sugars; spent coffee waste
Year: 2016 PMID: 28952594 PMCID: PMC5597276 DOI: 10.3390/bioengineering3040033
Source DB: PubMed Journal: Bioengineering (Basel) ISSN: 2306-5354
Process variables and their coded levels in the Box-Wilson Central Composite Design.
| Process Variables | Coded Values | ||||
|---|---|---|---|---|---|
| −2 | −1 | 0 | 1 | 2 | |
| Χ1: SEG Quantity (g) | 1 | 2 | 3 | 4 | 5 |
| Χ2: Cellulase (µL) | 250 | 500 | 750 | 1000 | 1250 |
| Χ3: Hemicellulase (µL) | 250 | 500 | 750 | 1000 | 1250 |
| Χ4: Incubation Time (h) | 24 | 48 | 72 | 36 | 120 |
Trace elements in spent coffee grounds
| Trace Elements | Concentration (mg·(100 g)−1) |
|---|---|
| Potassium | 258.2 ± 23.66 |
| Phosphorus | ND |
| Magnesium | 49.6 ± 3.34 |
| Calcium | 37.2 ± 2.89 |
| Manganese | 1.8 ± 0.06 |
| Copper | 1.2 ± 0.19 |
| Sodium | 1.1 ± 0.01 |
| Iron | 0.9 ± 0.02 |
| Zinc | 0.1 ± 0.03 |
ND = Not Determined.
Experiment conditions as determined by STATGraphic Centurion XV software® (STATGraphics Centurion, Warrenton, VA, USA). Also included are predicted and observed reducing sugar values for each condition.
| Experiment | Process Variables * | Concentration (mg·mL−1) | ||||
|---|---|---|---|---|---|---|
| Χ1 (g) | Χ2 (µL) | Χ3 (µL) | Χ4 (h) | Predicted | Observed | |
| 1 | 3 | 750 | 750 | 120 | 20.38 | 18.37 |
| 2 | 3 | 750 | 750 | 72 | 13.76 | 12.76 |
| 3 | 3 | 250 | 750 | 72 | 12.35 | 10.94 |
| 4 | 4 | 1000 | 500 | 96 | 23.69 | 26.05 |
| 5 | 4 | 1000 | 500 | 48 | 17.77 | 17.79 |
| 6 | 5 | 750 | 750 | 72 | 22.44 | 19.65 |
| 7 | 4 | 500 | 500 | 48 | 13.70 | 14.57 |
| 8 | 4 | 1000 | 1000 | 48 | 18.97 | 20.80 |
| 9 | 3 | 750 | 750 | 72 | 13.76 | 14.12 |
| 10 | 2 | 500 | 1000 | 48 | 8.32 | 7.76 |
| 11 | 4 | 1000 | 1000 | 96 | 23.38 | 23.24 |
| 12 | 4 | 500 | 1000 | 96 | 21.56 | 23.20 |
| 13 | 2 | 500 | 1000 | 96 | 11.27 | 12.14 |
| 14 | 3 | 1250 | 750 | 72 | 17.42 | 16.14 |
| 15 | 2 | 500 | 500 | 96 | 10.71 | 10.69 |
| 16 | 2 | 500 | 500 | 48 | 6.24 | 7.27 |
| 17 | 1 | 750 | 750 | 72 | 3.88 | 3.97 |
| 18 | 4 | 500 | 1000 | 72 | 15.79 | 16.55 |
| 19 | 3 | 750 | 750 | 96 | 13.76 | 13.91 |
| 20 | 3 | 750 | 250 | 72 | 14.48 | 13.09 |
| 21 | 2 | 1000 | 500 | 96 | 12.59 | 12.72 |
| 22 | 3 | 750 | 750 | 72 | 13.76 | 14.24 |
| 23 | 2 | 1000 | 1000 | 96 | 12.27 | 13.21 |
| 24 | 3 | 750 | 1250 | 72 | 16.25 | 14.94 |
| 25 | 3 | 750 | 750 | 24 | 11.51 | 10.82 |
| 26 | 2 | 1000 | 500 | 48 | 9.50 | 9.66 |
| 27 | 2 | 1000 | 1000 | 48 | 10.69 | 10.65 |
| 28 | 4 | 500 | 500 | 96 | 20.99 | 21.92 |
* Χ1: Spent espresso grounds (SEG) quantity; Χ2: Cellulase; Χ3: Hemicellulase; Χ4: Time.
Figure 1Three-dimensional response surface plot showing influence of cellulase (uL) and incubation time (h) when the response surface is fixed at a spent espresso grounds (SEG) quantity = 3 g and hemicellulase = 750 uL.
Figure 2Three-dimensional response surface plot showing influence of SEG quantity and cellulase loading when the response surface is fixed at an incubation time = 72 h and hemicellulase = 750 uL.
Figure 3Three-dimensional response surface plot showing influence of SEG quantity (g) and incubation time (h) when the response surface is fixed at cellulase and hemicellulose loadings = 750 uL.
Figure 4Three-dimensional response surface plot showing influence of incubation time (h) and hemicellulase (uL) loading when the response surface is fixed at SEG quantity (3 g) and cellulase = 750 uL.
Low, high, and optimum values for the process variables used in this study.
| Process Variables | Limit Values | Optimum Values | |
|---|---|---|---|
| Low | High | ||
| SEG Quantity (g) | 1 | 5 | 4.97 |
| Cellulase (µL) | 250 | 1250 | 1246.07 |
| Hemicellulase (µL) | 250 | 1250 | 250 |
| Incubation Time (h) | 24 | 120 | 120 |
Figure 5HPLC (High Performance Liquid Chromatography) chromatogram of spent coffee waste (control) sample.
Figure 6HPLC chromatogram of pretreated spent coffee waste sample.
Figure 7HPLC chromatogram of pretreated spent coffee waste sample.