Deep Eutectic Solvent Pretreatment for Cellulose Enrichment from Coffee Waste
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. DES Preparation and Experimental Work
2.3. Chemical Characterization
2.3.1. Seifert Cellulose
2.3.2. Holocellulose
2.3.3. Lignin
3. Results and Discussion
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ANOVA | Analysis of Variance |
| BBD | Box–Behnken Design |
| BBD-RSM | Box–Behnken Design–Response Surface Methodology |
| ChCl | Choline Chloride |
| CSS | Coffee Silverskin |
| DES | Deep Eutectic Solvent(s) |
| EG | Ethylene Glycol |
| EU | European Union |
| FTIR | Fourier Transform Infrared Spectroscopy |
| GVL | γ-Valerolactone |
| HBA | Hydrogen Bond Acceptor |
| HBD | Hydrogen Bond Donor |
| HMF | Hydroxymethylfurfural |
| ICO | International Coffee Organization |
| LA | Lactic Acid |
| MSCA | Marie Skłodowska-Curie Actions |
| RISE | Research and Innovation Staff Exchange |
| R2 | Coefficient of Determination |
| SEM | Scanning Electron Microscopy |
| TGA | Thermogravimetric Analysis |
| XRD | X-ray Diffraction |
References
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| Experiment | Temperature | Time | Biomass:DES Ratio |
|---|---|---|---|
| Number | °C | min | w/w |
| 1 | −1 | −1 | 0 |
| 2 | 1 | −1 | 0 |
| 3 | −1 | 1 | 0 |
| 4 | 1 | 1 | 0 |
| 5 | −1 | 0 | −1 |
| 6 | 1 | 0 | −1 |
| 7 | −1 | 0 | 1 |
| 8 | 1 | 0 | 1 |
| 9 | 0 | −1 | −1 |
| 10 | 0 | 1 | −1 |
| 11 | 0 | −1 | 1 |
| 12 | 0 | 1 | 1 |
| 13 | 0 | 0 | 0 |
| 14 | 0 | 0 | 0 |
| 15 | 0 | 0 | 0 |
| Factors | Levels | ||
| −1 | 0 | 1 | |
| X1:Time (h) | 1 | 3 | 5 |
| X2:T (°C) | 60 | 90 | 120 |
| X3:Ratio (w/w) | 1:10 | 1:20 | 1:30 |
| ChCl:LA | |||||
|---|---|---|---|---|---|
| Temperature (°C) | Time (h) | Ratio Biomass:DES | Cellulose (%) | Lignin (%) | Hemicellulose (%) |
| 0 | 0 | 0 | 17.59 | 33.01 | 28.15 |
| 60 | 1 | 1:20 | 27.80 | 23.70 | 29.26 |
| 120 | 1 | 1:20 | 31.95 | 27.42 | 32.36 |
| 60 | 5 | 1:20 | 37.73 | 26.10 | 20.97 |
| 120 | 5 | 1:20 | 48.35 | 25.82 | 21.14 |
| 60 | 3 | 1:10 | 32.17 | 28.50 | 3.37 |
| 120 | 3 | 1:10 | 35.81 | 29.07 | 7.22 |
| 60 | 3 | 1:30 | 28.74 | 27.05 | 7.06 |
| 120 | 3 | 1:30 | 35.49 | 22.76 | 9.01 |
| 90 | 1 | 1:10 | 28.72 | 24.23 | 11.87 |
| 90 | 5 | 1:10 | 34.07 | 26.42 | 9.25 |
| 90 | 1 | 1:30 | 32.41 | 28.08 | 10.63 |
| 90 | 5 | 1:30 | 25.63 | 20.03 | 7.04 |
| 90 | 3 | 1:20 | 34.82 | 30.49 | 25.18 |
| 90 | 3 | 1:20 | 34.83 | 30.61 | 24.87 |
| 90 | 3 | 1:20 | 35.05 | 32.57 | 23.45 |
| DES Treatment Factors | Y1:Cellulose | Y2:Lignin | Y3:Hemicellulose | ||||||
|---|---|---|---|---|---|---|---|---|---|
| bij | F-Ratio | p Value | bij | F-Ratio | p Value | bij | F-Ratio | p Value | |
| Intersection | 27.94 | - | - | −18.97 | - | - | −51.78 | - | - |
| X1:Time | 3.13 | 3.92 | 0.10 | 9.46 | 0.88 | 0.39 | −3.62 | 11.96 | 0.02 |
| X2:Temperature | −0.47 | 4.00 | 0.10 | 0.46 | 0.00 | 0.96 | 0.27 | 1.49 | 0.28 |
| X3:Ratio | 1.73 | 0.46 | 0.53 | 1.71 | 3.67 | 0.11 | 7.02 | 0.07 | 0.79 |
| X1X1 | −0.16 | 0.08 | 0.79 | −0.95 | 14.81 | 0.01 | 0.56 | 2.66 | 0.16 |
| X1X2 | 0.03 | 0.53 | 0.50 | −0.02 | 1.11 | 0.34 | −0.01 | 0.31 | 0.60 |
| X1X3 | −0.15 | 1.86 | 0.23 | −0.13 | 7.25 | 0.04 | −0.01 | 0.03 | 0.86 |
| X2X2 | 0.00 | 0.90 | 0.39 | 0.00 | 2.79 | 0.16 | 0.00 | 0.34 | 0.58 |
| X2X3 | 0.00 | 0.12 | 0.74 | 0.00 | 1.63 | 0.26 | 0.00 | 0.13 | 0.73 |
| X3X3 | −0.04 | 3.06 | 0.14 | −0.03 | 7.58 | 0.04 | −0.20 | 154.92 | 0.00 |
| Statistical data | |||||||||
| Number of experiments | 15 | 15 | 15 | ||||||
| R2 | 75.23% | 88.06 | 98.68 | ||||||
| R2-adjusted | 30.64% | 66.57 | 96.3 | ||||||
| Sum-Square errors | 98.88 | 18.09 | 21.49 | ||||||
| p-value | 0.29 | 0.0674 | 0.0004 | ||||||
| Standard error | 4.45 | 1.9 | 2.07 | ||||||
| Total d.f | 14 | 14 | 14 | ||||||
| Model d.f | 9 | 9 | 9 | ||||||
| Error d.f | 5 | 5 | 5 | ||||||
| Biomass Feedstock | DES System | Temperature | Lignin Removal (%) | Hemicellulose/ Xylan Removal (%) | Main Observation | Ref. |
|---|---|---|---|---|---|---|
| Coffee silverskin | ChCl:LA | 60–120 °C | 39.49 | 88.02 | High selectivity towards hemicellulose removal and cellulose enrichment | This work |
| Potato peels | DES-based pretreatment | n.r. | 29.7 | 100.0 | Complete hemicellulose removal with moderate lignin removal | [45] |
| Moso bamboo | EG:LA:ZnCl2 | 120 °C | 60.8 | 94.3 | High xylan removal and relevant lignin removal | [42] |
| Napier grass | ChCl:LA-based DES | n.r. | 82.92 | 92.5 | High removal of both hemicellulose and lignin | [41] |
| Corn stover | DES-based pretreatment | n.r. | 48.4 | 59.2 | Moderate removal of both lignin and hemicellulose | [44] |
| Brewers’ spent grains | DES-based pretreatment | n.r. | 46.0 | 47.9 | Similar lignin and hemicellulose removal | [45] |
| Apple residues | DES-based pretreatment | n.r. | 57.7 | 46.7 | Higher lignin removal than hemicellulose removal | [45] |
| Moso bamboo | DES-based pretreatment | 110 °C | 39–50 | 39–50 | Comparable removal of lignin and hemicellulose under mild temperature conditions | [43] |
| Rice husk | DES + GVL | n.r. | 64.0 | 86.0 | High hemicellulose removal and substantial lignin removal | [46] |
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Share and Cite
Arce, C.; Coz, A.; Llano, T. Deep Eutectic Solvent Pretreatment for Cellulose Enrichment from Coffee Waste. Appl. Sci. 2026, 16, 7368. https://doi.org/10.3390/app16157368
Arce C, Coz A, Llano T. Deep Eutectic Solvent Pretreatment for Cellulose Enrichment from Coffee Waste. Applied Sciences. 2026; 16(15):7368. https://doi.org/10.3390/app16157368
Chicago/Turabian StyleArce, Carlos, Alberto Coz, and Tamara Llano. 2026. "Deep Eutectic Solvent Pretreatment for Cellulose Enrichment from Coffee Waste" Applied Sciences 16, no. 15: 7368. https://doi.org/10.3390/app16157368
APA StyleArce, C., Coz, A., & Llano, T. (2026). Deep Eutectic Solvent Pretreatment for Cellulose Enrichment from Coffee Waste. Applied Sciences, 16(15), 7368. https://doi.org/10.3390/app16157368

