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A statistical approach to study the interactive effects of process parameters on succinic acid production from Bacteroides fragilis.

机译:一种统计方法来研究工艺参数对脆弱拟杆菌的琥珀酸生产的相互作用的影响。

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摘要

A statistical approach response surface methodology (RSM) was used to study the production of succinic acid from Bacteroides fragilis. The most influential parameters for succinic acid production obtained through one-at-a-time method were glucose, tryptone, sodium carbonate, inoculum size and incubation period. These resulted in the production of 5.4gL(-1) of succinic acid in 48h from B. fragilis under anaerobic conditions. Based on these results, a statistical method, face-centered central composite design (FCCCD) falling under RSM was employed for further enhancing the succinic acid production and to monitor the interactive effect of these parameters, which resulted in a more than 2-fold increase in yield (12.5gL(-1) in 24h). The analysis of variance (ANOVA) showed the adequacy of the model and the verification experiments confirmed its validity. On subsequent scale-up in a 10-L bioreactor using conditions optimized through RSM, 20.0gL(-1) of succinic acid was obtained in 24h. This clearly indicated that the model stood valid even on large scale. Thus, the statistical optimization strategy led to an approximately 4-fold increase in the yield of succinic acid. This is the first report on the use of FCCCD to improve succinic acid production from B. fragilis. The present study provides useful information about the regulation of succinic acid synthesis through manipulation of various physiochemical parameters.
机译:使用统计方法响应面方法(RSM)来研究脆弱拟杆菌的琥珀酸生产。一次一次获得的琥珀酸生产最有影响力的参数是葡萄糖,胰蛋白,、碳酸钠,接种量和潜伏期。这些导致在厌氧条件下,脆弱类芽孢杆菌在48小时内产生了5.4gL(-1)的琥珀酸。根据这些结果,采用统计方法,RSM下的以面心为中心的中央复合设计(FCCCD)来进一步提高琥珀酸的产生并监视这些参数的交互作用,从而增加了2倍以上产量(24小时内为12.5gL(-1))。方差分析(ANOVA)显示了模型的充分性,验证实验证实了该模型的有效性。在随后通过RSM优化的条件在10 L生物反应器中进行规模放大后,在24小时内获得20.0gL(-1)的琥珀酸。这清楚地表明该模型即使在大规模的情况下仍然有效。因此,统计优化策略导致琥珀酸收率提高了约4倍。这是关于使用FCCCD来提高脆弱脆弱芽孢杆菌琥珀酸生产的第一份报告。本研究提供了有关通过调节各种理化参数来调节琥珀酸合成的有用信息。

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