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Statistical optimization for enhanced yields of probiotic Bacillus coagulans and its phage resistant mutants followed by kinetic modelling of the process

机译:统计优化以提高益生菌凝结芽孢杆菌及其噬菌体抗性突变体的产量然后对该过程进行动力学建模

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摘要

Probiotics are microorganisms which when administered in adequate amounts confer health benefits to the host. A leading pharmaceutical company producing Bacillus coagulans as a probiotic was facing the problem of recurring phage attacks. Two mutants viz. B. co PIII and B. co MIII that were isolated as phage resistant mutants after UV irradiation and MMS treatment of phage sensitive B. coagulans parental culture were characterized at functional and molecular level and were noted to have undergone interesting genetic changes. The non-specific genetic alterations induced by mutagenesis can also lead to alterations in cell performance. Hence, in the current study the parental strain and the two mutants were selected for shake flask optimization. Plackett–Burman design was used to select the significant culture variables affecting biomass production. Evolutionary operation method was applied for further optimization. The study showed wide variations in the nutritional requirements of phage resistant mutants, post exposure to mutagens. An increment of 150, 134 and 152 % was observed in the biomass productions of B. coagulans (parental type) and mutants B.co PIII and B.co MIII respectively, compared to the yield from one-factor-at-a-time technique. Using Logistic and modified Leudeking–Piret equations, biomass accumulation and substrate utilization efficiency of the bioprocess were determined. The experimental data was in agreement with the results predicted by statistical analysis and modelling. The developed model may be useful for controlling the growth and substrate consumption kinetics in large scale fermentation using B. coagulans.
机译:益生菌是一种微生物,当以足够的量施用时,会给宿主带来健康益处。一家生产凝结芽孢杆菌作为益生菌的领先制药公司正面临着反复发生噬菌体攻击的问题。两个突变体即。在噬菌体敏感的凝结芽孢杆菌亲本培养物的紫外线照射和MMS处理后,分离为噬菌体抗性突变体的B. co PIII和B. co MIII在功能和分子水平上被表征,并注意到它们经历了有趣的遗传变化。诱变诱导的非特异性遗传改变也可能导致细胞性能改变。因此,在当前的研究中,选择亲本菌株和两个突变体进行摇瓶优化。 Plackett–Burman设计用于选择影响生物量生产的重要培养变量。进化操作方法被应用于进一步的优化。研究表明,暴露于诱变剂后,噬菌体抗性突变体的营养需求存在很大差异。凝结芽孢杆菌(亲本型)和突变体B.co PIII和B.co MIII的生物量产量分别增加了150%,134%和152%,与一次一因子的产量相比技术。使用Logistic和改进的Leudeking-Piret方程,确定了生物过程的生物量积累和底物利用效率。实验数据与统计分析和建模预测的结果一致。所开发的模型可用于控制使用凝结芽孢杆菌的大规模发酵中的生长和底物消耗动力学。

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