Sustainable Laccase Production by Schizophyllum commune TMF3 on Agro-Industrial Waste for Efficient Dye Degradation and Comprehensive Toxicity Assessment
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample Material and Chemicals
2.2. Microorganisms
2.3. Inoculum Preparation
2.4. Solid-State Fermentation
Experimental Design—RSM
2.5. Characterization of Laccase
2.5.1. Optimum Temperature and pH of Laccase
2.5.2. Thermostability and pH Stability of Laccase
2.6. Dyes Degradation with Laccase from S. commune TMF3
2.7. HPLC Analysis
2.8. Determination of Chemical Oxygen Demand
2.9. Cytotoxicity Test
2.9.1. Cell Culture and Treatment
2.9.2. Cytotoxicity Assessment
2.9.3. Statistical Analysis
2.10. Assessment of Microbial Responses to Dyes and Their Laccase-Derived Metabolites
2.11. Assessment of Phytotoxic Effects of Laccase-Treated Dyes
3. Results
3.1. Laccase Production
3.1.1. Model Fitting and Evaluation of Process Variables
3.1.2. Influence of Selected Process Variables on Laccase Production by S. commune TMF3
3.2. Characterization of Laccase from S. commune TMF3
3.2.1. Optimum pH and Temperature
3.2.2. pH and Thermostability of Laccase
3.3. Dyes Decolorization with S. commune TMF3 Laccase
3.4. HPLC Analysis
3.5. Chemical Oxygen Demand
3.6. Cytotoxicity
3.7. Antimicrobial Test
3.8. Phytotoxicity
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AO | Acid Orange 7 |
| BSG | Brewer’s spent grain |
| COD | Chemical oxygen demand |
| DB | Direct Blue 1 |
| FBS | Fetal Bovine serum |
| MG | Malachite Green |
| PMS | Phenoline methosulfate |
| SSF | Solid-state fermentation |
| TSB | Tryptic soy broth |
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| Independent Variables | Level | ||
|---|---|---|---|
| −1 | 0 | +1 | |
| A: Incubation time, day | 1 | 8 | 15 |
| B: Malt extract, g | 0.3 | 0.9 | 1.5 |
| C: Moisture content, % | 60 | 75 | 90 |
| Run | Independent Variables | Response Y (Laccase Activity, U/g) | ||
|---|---|---|---|---|
| A (Incubation Time, Day) | B (Malt Extract, g) | C (Moisture Content, %) | ||
| 1 | 8.0 | 1.75 | 75.0 | 20.16 |
| 2 | 1.0 | 0.50 | 75.0 | 1.28 |
| 3 | 8.0 | 1.75 | 75.0 | 20.46 |
| 4 | 8.0 | 1.75 | 75.0 | 20.88 |
| 5 | 15.0 | 3.0 | 75.0 | 9.55 |
| 6 | 15.0 | 1.75 | 60.0 | 14.89 |
| 7 | 8.0 | 3.0 | 60.0 | 8.11 |
| 8 | 15.0 | 0.5 | 75.0 | 8.29 |
| 9 | 1.0 | 3.0 | 75.0 | 5.99 |
| 10 | 8.0 | 1.75 | 75.0 | 19.22 |
| 11 | 1.0 | 1.75 | 90.0 | 3.26 |
| 12 | 8.0 | 0.50 | 90.0 | 1.14 |
| 13 | 8.0 | 1.75 | 75.0 | 21.06 |
| 14 | 8.0 | 3.0 | 90.0 | 5.90 |
| 15 | 1.0 | 1.75 | 60.0 | 2.24 |
| 16 | 15.0 | 1.75 | 90.0 | 2.20 |
| 17 | 8.0 | 0.50 | 60.0 | 10.18 |
| Source | Y | |
|---|---|---|
| F-Value | p-Value Prob > F | |
| Model | 197.94 | <0.0001 a |
| A | 119.13 | <0.0001 a |
| B | 18.19 | 0.0037 a |
| C | 127.44 | <0.0001 a |
| AB | 5.77 | 0.0472 |
| AC | 91.20 | <0.0001 a |
| BC | 22.63 | 0.0021 |
| A2 | 445.28 | <0.0001 a |
| B2 | 366.47 | <0.0001 a |
| C2 | 438.66 | <0.0001 a |
| Lack of fit | 0.4980 b | |
| Sample | E. coli | L. rhamnosus | C. albicans | S. cerevisiae |
|---|---|---|---|---|
| AO | 21.86 a | 12.16 a | 5.94 a | 8.07 a |
| Degraded AO | 2.75 b | / | / | 34.21 b |
| DB | 7.58 a | / | 9.25 a | / |
| Degraded DB | 4.79 b | 9.41 b | 5.15 b | 9.68 b |
| MG | 58.19 a | 98.14 a | 96.89 a | / |
| Degraded MG | 4.79 b | 24.43 a | 3.83 b | 17.37 b |
| Enzyme Source | Substrate | pH Range | Optimal pH | Activity Profile | Reference |
|---|---|---|---|---|---|
| S. commune TMF3 | Guaiacol | 3.0–8.0 | 5.0 | Bell-shaped profile; low activity at pH 3.0 (18.7%), gradual increase to maximum at pH 5.0, followed by decline; sharp decrease above pH 6.5 | This study |
| S. commune IBL-06 | ABTS | 3.0–9.0 | 6.0 | Maximum activity at pH 6.0; reduced activity at higher pH | [34] |
| S. commune NI07 | ABTS | 3.0–10.0 | 4.46 | Narrow optimum; sharp decline above pH 4.7 | [11] |
| S. commune NI07 (immobilized) | ABTS | 3.0–10.0 | 5.5 | Maximum activity at pH 5.5; improved stability near optimum | [11] |
| Dye | Enzyme Source | Conditions (pH, T, Mediator) | Decolorization (%) | Time | Initial Dye Conc. (mg/L) | Reference |
|---|---|---|---|---|---|---|
| AO | S. commune TMF3 | pH 5, 40 °C, no mediator | 72.23% (30 min); 83.57% (60 min) | 30–60 min | 50 | This study |
| AO | T. trogii | mediator (HBT); pH 5, 50 °C | 87.9% | 48 h | 60.38 | [40] |
| DB | S. commune TMF3 | pH 5, 40 °C, no mediator | 75.5% (30 min); 81.1% (60 min) | 30–60 min | 50 | This study |
| DB | T. hirsuta BT2566 | pH 5, 30 °C, no mediator | ~4% | 10 h | ~257 | [41] |
| DB | T. versicolor | pH 4, 40 °C, no mediator | ~81% | 24 h | 40 | [42] |
| MG | S. commune TMF3 | pH 5, 45 °C, no mediator | 78.79% (30 min); 88.07% (60 min) | 30–60 min | 50 | This study |
| MG | Trametes sp. | mediator (HBT); pH 6, 55 °C | 90% | 2.5 h | 50 | [43] |
| MG | Cerrena sp. | pH 6, 28 °C, no mediator | 91.6% | ~172 min | 109.9 | [44] |
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Ilić, N.; Antanasković, A.; Tričković, J.F.; Miljković, M.; Milivojević, A.; Milić, M.; Mihajlovski, K. Sustainable Laccase Production by Schizophyllum commune TMF3 on Agro-Industrial Waste for Efficient Dye Degradation and Comprehensive Toxicity Assessment. Processes 2026, 14, 1531. https://doi.org/10.3390/pr14101531
Ilić N, Antanasković A, Tričković JF, Miljković M, Milivojević A, Milić M, Mihajlovski K. Sustainable Laccase Production by Schizophyllum commune TMF3 on Agro-Industrial Waste for Efficient Dye Degradation and Comprehensive Toxicity Assessment. Processes. 2026; 14(10):1531. https://doi.org/10.3390/pr14101531
Chicago/Turabian StyleIlić, Nevena, Anja Antanasković, Jelena Filipović Tričković, Miona Miljković, Ana Milivojević, Marija Milić, and Katarina Mihajlovski. 2026. "Sustainable Laccase Production by Schizophyllum commune TMF3 on Agro-Industrial Waste for Efficient Dye Degradation and Comprehensive Toxicity Assessment" Processes 14, no. 10: 1531. https://doi.org/10.3390/pr14101531
APA StyleIlić, N., Antanasković, A., Tričković, J. F., Miljković, M., Milivojević, A., Milić, M., & Mihajlovski, K. (2026). Sustainable Laccase Production by Schizophyllum commune TMF3 on Agro-Industrial Waste for Efficient Dye Degradation and Comprehensive Toxicity Assessment. Processes, 14(10), 1531. https://doi.org/10.3390/pr14101531

