| Literature DB >> 31048760 |
Rui Wu1, Guiguang Chen1, Shihan Pan1, Jingjing Zeng1, Zhiqun Liang2.
Abstract
The goal of this study was to develop a cheap and simple medium and to optimize fermentation parameters for fibrinolytic enzyme production by Bacillus subtilis WR350. A low-cost medium containing 35 g/L sucrose, 20 g/L corn steep powder and 2 g/L MgSO4·7H2O was developed via single-factor and orthogonal experiments. A cheap nitrogen source, corn steep powder, was used to replace the soy peptone present in the initial medium. The highest fibrinolytic activity of 5865 U/mL was achieved using the optimized medium in a 100-L fermenter with an aeration rate of 1.0 vvm and an agitation speed of 200 rpm. The resulting enzyme yield was among the highest described in the literature with respect to fibrinolytic activity, as determined by the fibrin plate method. Techno-economic evaluation indicated that the cost of the optimized medium was only 8.5% of the cost of the initial medium, and the total fermentation cost of fibrinolytic enzyme production using the optimized medium was 23.35% of the cost of using the initial medium.Entities:
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Year: 2019 PMID: 31048760 PMCID: PMC6497689 DOI: 10.1038/s41598-019-43371-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Factors and levels of the L9 (34) orthogonal experiment.
| Parameters | Levels | ||
|---|---|---|---|
| 1 | 2 | 3 | |
| A (Blank) | / | / | / |
| B (Sucrose) | 25 | 35 | 45 |
| C (CSP) | 10 | 20 | 30 |
| D (MgSO4·7H2O) | 2 | 3 | 4 |
Design and results of the L9 (34) orthogonal experiment.
| Factors | A | B | C | D | Fibrinolytic activity |
|---|---|---|---|---|---|
| Blank | Sucrose | CSP | MgSO4·7H2O | U/mL | |
| 1 | 1 | 1 | 1 | 1 | 3454 |
| 2 | 1 | 2 | 2 | 2 | 4858 |
| 3 | 1 | 3 | 3 | 3 | 3820 |
| 4 | 2 | 1 | 2 | 3 | 4033 |
| 5 | 2 | 2 | 3 | 1 | 4756 |
| 6 | 2 | 3 | 1 | 2 | 2511 |
| 7 | 3 | 1 | 3 | 2 | 4052 |
| 8 | 3 | 2 | 1 | 3 | 2802 |
| 9 | 3 | 3 | 2 | 1 | 4395 |
| K1 | / | 3846 | 2922 | 4202 | |
| K2 | / | 4139 | 4429 | 3807 | |
| K3 | / | 3576 | 4209 | 3552 | |
| R | / | 562 | 1506 | 649 |
K1, K2, and K3 were the average fibrinolytic activity values corresponding to levels 1, 2, and 3 for each factor, respectively.
R = Kmax − Kmin.
Figure 1Effects of carbon sources (A) and different concentrations of sucrose (B) on fibrinolytic activity and biomass. The control medium contained 20 g/L soy peptone, 2 g/L CaCl2, 3 g/L K2HPO4·3H2O, 1 g/L KH2PO4, and 3.5 g/L MgSO4·7H2O (pH 7.0).
Figure 2Effects of sources (A) and concentrations of nitrogen (B) and different types of CSP (C) on fibrinolytic activity and biomass. (A) The control medium contained 35 g/L sucrose, 2 g/L CaCl2, 3 g/L K2HPO4·3H2O, 1 g/L KH2PO4, and 3.5 g/L MgSO4·7H2O (pH 7.0). (C) Five types of CSP (represented by a–e) were obtained from Shandong Kangyuan Bio-Tech Co., Ltd. (Yuncheng, China), Shandong Dakai Bio-Tech Co., Ltd. (Jinan, China), Shandong Xinzhuoyuan Chemical Co., Ltd. (Jinan, China), Shanghai Yuantai Bio-Tech Co., Ltd. (Shanghai, China), and Zouping Juci Corn Biotechnology Bio-Tech Co., Ltd. (Binzhou, China), respectively.
Figure 3Effects of inorganic salts (A) and different concentrations of MgSO4·7H2O (B) on fibrinolytic activity and biomass. The control medium contained 35 g/L sucrose and 20 g/L CSP (pH 7.0).
Analysis of variance.
| Factors | SS | DOF | MS |
| |
|---|---|---|---|---|---|
| B (Sucrose) | 475489.534 | 2 | 237744.049 | 2.906 | 0.256 |
| C (CSP) | 3973636.662 | 2 | 1986725.219 | 24.284 | 0.040* |
| D (MgSO4·7H2O) | 643049.007 | 2 | 321559.323 | 3.930 | 0.203 |
| Error | 163633.56 | 2 | 81835.822 |
SS: the sum of square deviation; DOF: the degree of freedom; MS: mean square.
*Significant at P < 0.05.
Figure 4Time courses of batch fermentation and fibrinolytic enzyme activity obtained with the optimized medium by B. subtilis WR350 in a 250-mL flask (A) and a 100-L fermenter (B–F). (B–D) A constant aeration rate of 1.0 vvm was used with different agitation speeds of 180, 200, and 220 rpm, respectively. (E,F) A constant agitation speed of 200 rpm was used with different aeration rates of 1.2 and 0.8 vvm, respectively. The 100-L fermenter was not designed for on-line monitoring of DO.
Comparison of fibrinolytic enzyme production under submerged fermentation.
| Strains | Medium components | Fermentation systems | Yield (U/mL)a |
|---|---|---|---|
| Corn flour, soybean powder, MnSO4 | 500-mL flask | 1450 | |
| Soy peptone, maltose, yeast extract, K2HPO4, NaH2PO4, CaCO3 | 500-mL flask | 1223.61 | |
| Cassava starch, SBM, CaCl2 | 100-L fermenter | 3787 | |
| Rice power, soybean power, NH4NO3, CaC12, MgSO4, K2HPO4, KH2PO4 | 15-L fermenter | 4220 | |
| Initial medium | 100-L fermenter | 4500 | |
| Optimized medium | 100-L fermenter | 5865 |
aDetermined by the fibrin plate method.
Comparison of the cost between the optimized and initial medium to produce 109 U of fibrinolytic activity in a 100-L fermenter.
| Parameter | Medium | Unit price ($)a | |
|---|---|---|---|
| Initial | Optimized | ||
| Glucose | 11.15 kg | N | 0.29 kg−1 |
| Sucrose | N | 5.985 kg | 0.26 kg−1 |
| Soy peptone | 4.46 kg | N | 5.91 kg−1 |
| CSP | N | 3.42 kg | 0.35 kg−1 |
| MgSO4·7H2O | 0.781 kg | 0.342 kg | 0.12 kg−1 |
| CaCl2 | 0.446 kg | N | 0.12 kg−1 |
| KH2PO4 | 0.223 kg | N | 3.45 kg−1 |
| K2HPO4·3H2O | 0.669 kg | N | 3.45 kg−1 |
| Medium cost | $ 32.82 | $ 2.79 | |
| Steam | 223 kg | 171 kg | 0.023 kg−1 |
| Energy for fermentation | 2.4 kW·h | 2.4 kW·h | 0.07 kW−1·h−1 |
| Fermentation period | 72 h | 42 h | |
| Fibrinolytic activity | 4500 U/mL | 5865 U/mL | |
| Total fermentation cost | $59.04 | $13.78 | |
N: No addition.
aAvailable in November 2018.