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Optimization of riboflavin production by recombinant Bacillus subtilis RH44 using statistical designs

机译:使用统计设计优化重组枯草芽孢杆菌RH44生产核黄素

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A sequential optimization strategy, based on statistical experimental designs, was used to enhance the production of riboflavin by recombinant Bacillus subtilis RH44. In the first instance, the medium components were optimized in shake flask cultures. After preliminary experiments of nitrogen source selection, the two-level Plackett-Burman (PB) design was implemented to screen medium components that significantly influence riboflavin production. Among the 15 variables tested, glucose, NaNO3, K2HPO4, ZnSO4, and MnCl2 were identified as the most significant factors (confidence levels above 95%) for riboflavin production. The optimal values of these five variables were determined by response surface methodology (RSM) based on the central composite design (CCD). The validity of the model developed was verified, and the optimum medium led to a maximum riboflavin concentration of 6.65 g/l, which was 44.3 and 76.4% higher than the improved medium and the basal medium, respectively. A glucose-limited fed-batch culture profile in a 5-l fermentor was consequently designed according to the above optimum medium in shake flasks. A final riboflavin concentration of 16.36 g/l was obtained in 48 h, which further verified the practicability of this optimum trategy.
机译:基于统计实验设计的顺序优化策略可用于通过重组枯草芽孢杆菌RH44增强核黄素的生产。首先,在摇瓶培养中优化培养基成分。在选择氮源的初步实验之后,采用了两级Plackett-Burman(PB)设计来筛选显着影响核黄素生产的培养基成分。在测试的15个变量中,葡萄糖,NaNO3,K2HPO4,ZnSO4和MnCl2被确定为生产核黄素的最重要因素(置信度高于95%)。这五个变量的最佳值由基于中央复合设计(CCD)的响应面方法(RSM)确定。验证了所开发模型的有效性,并且最佳培养基导致最大核黄素浓度为6.65 g / l,分别比改良培养基和基础培养基高44.3%和76.4%。因此,根据上述最佳摇瓶中的培养基,设计了5-l发酵罐中的葡萄糖限制的分批补料培养曲线。在48小时内最终核黄素浓度为16.36 g / l,这进一步证明了这种最佳策略的实用性。

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