Optimization of Solid-State Fermentation Process for Prodigiosin Production from Soybean Residue Using Serratia marcescens BD2025 and Evaluation of Pigment Properties
Abstract
1. Introduction
2. Materials and Methods
2.1. Isolation and Identification of S. marcescens BD2025
2.2. Preparation and Analysis of Prodigiosin
2.3. Optimization of Prodigiosin Fermentation Process Based on Box-Behnken Design
2.4. Stability Analysis of Prodigiosin
2.5. Evaluation of Antibacterial Activity of Prodigiosin In Vitro
2.6. DPPH Radical Scavenging Ability
2.7. Statistical Analysis
3. Results and Discussion
3.1. Isolation and Identification of Serratia marcescens BD2025
3.2. Extraction and Characterization of Prodigiosin
3.3. Optimization of Prodigiosin Production Using a Box–Behnken Design
3.4. Stability of Prodigiosin
3.5. Antibacterial Activity of Prodigiosin
3.6. Antioxidant Activity of Prodigiosin
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable Factors | Coded Symbol | Coded Levels | ||
|---|---|---|---|---|
| −1 | 0 | 1 | ||
| Soybean residue-to-water ratio (w/v) | X1 | 1:2 | 1:4 | 1:6 |
| Inoculation size (% w/v) | X2 | 3 | 5 | 7 |
| Temperature (°C) | X3 | 23 | 28 | 33 |
| Run | Experimental Variables | Prodigiosin Yield (mg/g) | ||
|---|---|---|---|---|
| X1 | X2 | X3 | ||
| 1 | 1 | 1 | 0 | 12.3075 |
| 2 | −1 | 1 | 0 | 10.6115 |
| 3 | −1 | 0 | −1 | 7.5428 |
| 4 | 0 | 1 | 1 | 7.7938 |
| 5 | −1 | −1 | 0 | 7.6142 |
| 6 | 0 | −1 | −1 | 9.5776 |
| 7 | −1 | 0 | 1 | 1.7023 |
| 8 | 0 | 0 | 0 | 17.8903 |
| 9 | 0 | 0 | 0 | 19.2101 |
| 10 | 0 | −1 | 1 | 5.5861 |
| 11 | 0 | 0 | 0 | 18.9686 |
| 12 | 0 | 0 | 0 | 18.4922 |
| 13 | 0 | 1 | −1 | 10.6962 |
| 14 | 0 | 0 | 0 | 19.4922 |
| 15 | 1 | 0 | −1 | 8.2857 |
| 16 | 1 | 0 | 1 | 7.8313 |
| 17 | 1 | −1 | 0 | 12.3434 |
| Source | Sum of Squares | df | Mean Square | F-Value | p-Value |
|---|---|---|---|---|---|
| Model | 472.88 | 9 | 52.54 | 218.42 | <0.0001 |
| A—Soybean residue-to-water ratio | 130.11 | 1 | 130.11 | 540.86 | <0.0001 |
| B—Inoculation size | 6.36 | 1 | 6.36 | 26.44 | 0.0013 |
| C—Temperature | 23.92 | 1 | 23.92 | 99.44 | <0.0001 |
| AB | 2.30 | 1 | 2.30 | 9.56 | 0.0175 |
| AC | 7.52 | 1 | 7.25 | 30.15 | 0.0009 |
| BC | 0.2965 | 1 | 0.2965 | 1.23 | 0.3036 |
| A2 | 108.75 | 1 | 108.75 | 452.09 | <0.0001 |
| B2 | 38.13 | 1 | 38.13 | 158.51 | <0.0001 |
| C2 | 229.82 | 1 | 229.82 | 955.35 | <0.0001 |
| Residual | 1.68 | 7 | 0.2406 | ||
| Lack of fit | 0.0864 | 3 | 0.0288 | 0.0721 | 0.9718 |
| Pure error | 1.60 | 4 | 0.3994 | ||
| Cor Total | 474.57 | 16 |
| pH | 0 h | 4 h | Residual Rate (%) |
|---|---|---|---|
| 1 | 1.333 | 1.233 | 92.5 a |
| 3 | 1.270 | 1.153 | 90.79 b |
| 5 | 1.253 | 1.104 | 88.11 c |
| 7 | 1.241 | 1.085 | 87.43 d |
| 9 | 1.218 | 0.888 | 72.91 e |
| 11 | 0.868 | 0.478 | 55.07 f |
| 13 | 0.665 | 0.284 | 42.71 g |
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Yang, T.; Bi, W.; Zhang, R.; Jia, Q.; Wang, Y.; Han, D.; Han, J.; Sha, H.; Ma, Z.; Su, D. Optimization of Solid-State Fermentation Process for Prodigiosin Production from Soybean Residue Using Serratia marcescens BD2025 and Evaluation of Pigment Properties. Microorganisms 2026, 14, 1475. https://doi.org/10.3390/microorganisms14071475
Yang T, Bi W, Zhang R, Jia Q, Wang Y, Han D, Han J, Sha H, Ma Z, Su D. Optimization of Solid-State Fermentation Process for Prodigiosin Production from Soybean Residue Using Serratia marcescens BD2025 and Evaluation of Pigment Properties. Microorganisms. 2026; 14(7):1475. https://doi.org/10.3390/microorganisms14071475
Chicago/Turabian StyleYang, Ting, Wenlu Bi, Rui Zhang, Qianqian Jia, Yu Wang, Deping Han, Jiahui Han, Haojie Sha, Zhanqiang Ma, and Dingding Su. 2026. "Optimization of Solid-State Fermentation Process for Prodigiosin Production from Soybean Residue Using Serratia marcescens BD2025 and Evaluation of Pigment Properties" Microorganisms 14, no. 7: 1475. https://doi.org/10.3390/microorganisms14071475
APA StyleYang, T., Bi, W., Zhang, R., Jia, Q., Wang, Y., Han, D., Han, J., Sha, H., Ma, Z., & Su, D. (2026). Optimization of Solid-State Fermentation Process for Prodigiosin Production from Soybean Residue Using Serratia marcescens BD2025 and Evaluation of Pigment Properties. Microorganisms, 14(7), 1475. https://doi.org/10.3390/microorganisms14071475

