Submitted:
29 April 2025
Posted:
29 April 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
4.1. The for the Optimization of Amylase Production
| Run order | Yeast extract (A) | Soya peptone (B) | NaCl (C) | Waste bread (D) | Wheat starch (E) | Amy-BSS activity (U/ml) |
|---|---|---|---|---|---|---|
| 1 | -1 | -1 | -1 | -1 | 1 | 8.75 ± 0.32 |
| 2 | 1 | -1 | -1 | -1 | -1 | 7.58 ± 0.53 |
| 3 | -1 | 1 | -1 | -1 | -1 | 5.95 ± 0.57 |
| 4 | 1 | 1 | -1 | -1 | 1 | 8.35 ± 0.36 |
| 5 | -1 | -1 | 1 | -1 | -1 | 7.53 ± 0.45 |
| 6 | 1 | -1 | 1 | -1 | 1 | 8.87 ± 0.36 |
| 7 | -1 | 1 | 1 | -1 | 1 | 3.76 ± 0.20 |
| 8 | 1 | 1 | 1 | -1 | -1 | 7.42 ± 0.28 |
| 9 | -1 | -1 | -1 | 1 | -1 | 5.85 ± 0.85 |
| 10 | 1 | -1 | -1 | 1 | 1 | 5.11 ± 0.60 |
| 11 | -1 | 1 | -1 | 1 | 1 | 5.41 ± 0.53 |
| 12 | 1 | 1 | -1 | 1 | -1 | 5.57 ± 0.36 |
| 13 | -1 | -1 | 1 | 1 | 1 | 4.62 ± 0.36 |
| 14 | 1 | -1 | 1 | 1 | -1 | 8.27 ± 0.50 |
| 15 | -1 | 1 | 1 | 1 | -1 | 6.73 ± 0.39 |
| 16 | 1 | 1 | 1 | 1 | 1 | 4.59 ± 0.42 |
| 17 | 0 | 0 | 0 | 0 | 0 | 5.70 ± 0.10 |
4.2. The for the Enzymatic Waste Bread Hydrolysis

4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variables (g/L) | Level -1 | Level 0* | Level 1 |
| A : Yeast extract | 5 | 7.5 | 10 |
| B : Soya peptone | 5 | 7.5 | 10 |
| C : NaCl | 0 | 2.5 | 5 |
| D : Waste Bread | 10 | 15 | 20 |
| E : Wheat starch | 5 | 7.5 | 10 |
| Variables | Unity | Level -1 | Level 1 |
| X1 : Amylolytic activity | Unities (U) | 5 | 10 |
| X2 : Incubation temperature | °C | 50 | 60 |
| X3 : Waste Bread concentration | % | 1 | 3 |
| X4 : Hydrolysis time | Hours (h) | 1 | 3 |
| Property | Quantity per % |
| Moisture | 17.17 |
| Ash | 0.64 |
| Water Activity | 0.761 |
| Lipids | 2 |
| Starch | 61.41 |
| Proteins | 8.88 |
| Gluten | Wet gluten 17.59 % Dry gluten 8.08 Gluten index 59 % |
| Instrumental color | Lightness (L*) 74.98 Red-green (a*) 2.67 Yellow-bleu (b*) 15.81 |
| Source | DL | F-value | p-value |
|---|---|---|---|
| Model | 16 | 36.75 | 0 |
| Main factors | 5 | 55.26 | 0 |
| Yeast extract (A) | 1 | 46.79 | 0 |
| Soya peptone (B) | 1 | 70.21 | 0 |
| NaCl (C) | 1 | 0.56 | 0.46 |
| Waste bread (D) | 1 | 131.72 | 0 |
| Wheat starch (E) | 1 | 27.03 | 0 |
| Interaction 2 factors | 10 | 30.24 | 0 |
| A×B | 1 | 0.93 | 0.342 |
| A×C | 1 | 31.29 | 0 |
| A×D | 1 | 25.73 | 0 |
| A×E | 1 | 2.32 | 0.137 |
| B×C | 1 | 20.82 | 0 |
| B×D | 1 | 29.60 | 0 |
| B×E | 1 | 2.52 | 0.122 |
| C×D | 1 | 25.86 | 0 |
| C×E | 1 | 105.83 | 0 |
| D×E | 1 | 57.52 | 0 |
| Run | Amylase activity | Incubation temperature | Waste bread | Hydrolysis time | Hydrolysis yield |
|---|---|---|---|---|---|
| 1 | -1 | -1 | -1 | -1 | 1.277 ± 0.099 |
| 2 | 1 | -1 | -1 | 1 | 4.635 ± 0.049 |
| 3 | -1 | 1 | -1 | 1 | 1.877 ± 0.012 |
| 4 | 1 | 1 | -1 | -1 | 1.847 ± 0.015 |
| 5 | -1 | -1 | 1 | 1 | 2.460 ± 0.078 |
| 6 | 1 | -1 | 1 | -1 | 1.857 ± 0.051 |
| 7 | -1 | 1 | 1 | -1 | 1.417 ± 0.006 |
| 8 | 1 | 1 | 1 | 1 | 3.643 ± 0.023 |
| Sorce variation | DL | F-value | p-value |
|---|---|---|---|
| Model | 7 | 1126.51 | 0 |
| Main factors | 4 | 1945.07 | 0 |
| Amylolytic activity (X1) | 1 | 3146.82 | 0 |
| Incubation temperature (X2) | 1 | 267.98 | 0 |
| Waste bread (X3) | 1 | 8.57 | 0 |
| Hydrolysis time (X4) | 1 | 4962.70 | 0 |
| Interaction 2 factors | 3 | 472.41 | 0 |
| X1×X2 | 1 | 40.01 | 0 |
| X1×X3 | 1 | 373.09 | 0 |
| X1×X4 | 1 | 1103.06 | 0 |
| Media | Media components | Component cost (€/100g) | Component used (g/L) | Cost per unit (€) | Total cost (€) |
|---|---|---|---|---|---|
| CLB | Peptone Soya | 28 | 10 | 2.8 | 5.14 |
| Yeast extract | 33.68 | 5 | 1.68 | ||
| NaCl | 13.2 | 5 | 0.66 | ||
| NC1 | Peptone Soya | 28 | 1 | 0.28 | 0.514 |
| Yeast extract | 33.68 | 0.5 | 0.168 | ||
| NaCl | 13.2 | 0.5 | 0.066 | ||
| Waste bread | 0 | 10 | 0 | ||
| NC2 | Waste bread | 0 | 0 | 0 | 0 |
| LBS | Peptone Soya | 28 | 10 | 2.8 | 9.64 |
| Yeast extract | 33.68 | 5 | 1.68 | ||
| NaCl | 13.2 | 5 | 0.66 | ||
| Soluble starch | 45 | 10 | 4.5 |
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