School of Marine Science and Technology, Jiangsu Key Laboratory of Marine Biotechnology, Huaihai Institute of Technology, Lianyungang , Jiangsu Province 222005, China.
Bioresour Technol. 2010 Oct;101(20):7924-9. doi: 10.1016/j.biortech.2010.05.057. Epub 2010 Jun 9.
Response surface methodology (RSM) was employed to enhance the production of organic solvent-stable protease by Bacillus sphaericus DS11. A significant influence of glycerol, MgSO₄·7H₂O, and pH on organic solvent-stable protease production was noted with Plackett-Burman design. Then, a three-level Box-Behnken design was employed to optimize the medium composition and culture conditions for the production of the protease in shake-flask. Using this methodology, the quadratic regression model of producing organic solvent-stable protease was built and the optimal combinations of media constituents and culture conditions for maximum protease production were determined as glycerol 12.47 g/L, MgSO₄·7H₂O 0.73 g/L, and pH 8.25. Protease production obtained experimentally coincident with the predicted value and the model was proven to be adequate. The enhancement of protease from 465.06 U/mL to 1182.68 U/mL was achieved with the optimization procedure.
响应面法(RSM)被用于提高球形芽孢杆菌 DS11 生产有机溶剂稳定蛋白酶的能力。利用 Plackett-Burman 设计,发现甘油、MgSO₄·7H₂O 和 pH 对有机溶剂稳定蛋白酶的生产有显著影响。然后,采用三水平 Box-Behnken 设计来优化摇瓶中蛋白酶生产的培养基组成和培养条件。通过这种方法,建立了生产有机溶剂稳定蛋白酶的二次回归模型,并确定了最大蛋白酶产量的最佳培养基成分和培养条件组合为甘油 12.47 g/L、MgSO₄·7H₂O 0.73 g/L 和 pH 8.25。实验获得的蛋白酶产量与预测值一致,证明该模型是合适的。通过优化程序,将蛋白酶的产量从 465.06 U/mL 提高到 1182.68 U/mL。