Zhou Wei, Liu Xiaohui, Zhang Pei, Zhou Pei, Shi Xunlong
Department of Chemistry, Fudan University, 220 Handan Road, Shanghai 200433, China.
College of Chemistry and Chemical Engineering, Shanghai University of Engineering Science, 333 Longteng Road, Shanghai 201620, China.
Molecules. 2014 Sep 26;19(10):15507-20. doi: 10.3390/molecules191015507.
The objective of this study was to develop an optimal combination of mineral salts in the fermentation medium for nosiheptide (Nsh) production using statistical methodologies. A Plackett-Burman design (PBD) was used to evaluate the impacts of eight mineral salts on Nsh production. The results showed that among the no-significant factors, CaCO3, and K2HPO4·3H2O had positive effects, whereas FeSO4·7H2O, CuSO4·5H2O, and ZnSO4·7H2O had negative effects on Nsh production. The other three significant factors (Na2SO4, MnSO4·H2O, and MgSO4·7H2O) were further optimized by using a five-level three-factor central composite design (CCD). Experimental data were fitted to a quadratic polynomial model, which provided an effective way to determine the interactive effect of metal salts on Nsh production. The optimal values were determined to be 2.63, 0.21, and 3.37 g/L, respectively. The model also ensured a good fitting of scale-up Nsh batch fermentation with a maximum production of 1501 mg/L, representing a 1.56-fold increase compared to the original standard condition. All these results revealed that statistical optimization methodology had the potential to achieve comprehensive optimization in Nsh fermentation behaviors, which indicates a possibility to establish economical large-scale production of Nsh.
本研究的目的是使用统计方法开发发酵培养基中用于生产诺西肽(Nsh)的最佳无机盐组合。采用Plackett-Burman设计(PBD)评估八种无机盐对Nsh生产的影响。结果表明,在非显著因素中,CaCO3和K2HPO4·3H2O对Nsh生产有积极影响,而FeSO4·7H2O、CuSO4·5H2O和ZnSO4·7H2O对Nsh生产有负面影响。通过使用五级三因素中心复合设计(CCD)进一步优化其他三个显著因素(Na2SO4、MnSO4·H2O和MgSO4·7H2O)。实验数据拟合到二次多项式模型,该模型为确定金属盐对Nsh生产的交互作用提供了有效方法。确定最佳值分别为2.63、0.21和3.37 g/L。该模型还确保了放大的Nsh分批发酵的良好拟合,最大产量为1501 mg/L,与原始标准条件相比提高了1.56倍。所有这些结果表明,统计优化方法有潜力实现Nsh发酵行为的全面优化,这表明有可能建立经济的Nsh大规模生产。