Optimization of critical process parameters for amylase production by Bacillus sp. using statistical approach (RSM)

Rachna Singh, D. Sharma, Mahendra K. Gupta
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引用次数: 6

Abstract

The aim of this work was to optimize the process parameters through the statistical approach for the production of alpha amylase by Bacillus sp. in submerged fermentation (SMF). Initially critical physical and chemical process parameters influencing the enzyme production were identified by Plackett-Burman method ( eleven variables, seven nutritional, two physical and two dummies) were analyzed. Then optimum levels of most influencing parameters affecting amylase production were obtained by CCD and results were analyzed by standard analysis of variance (ANOVA). The effect of interaction of physiochemical parameters on the amylase production (z axis) was studied by plotting three dimensional response surface curves against any two independent variables. A high similarity was observed between the predicted and experimental results, which reflected the accuracy and applicability of RSM to optimize the process for enzyme production. As a result of RSM the optimum values for starch concentration -0.65%, (NH 4 ) 2 SO 4 -0.55% and pH- 8.33. As a result of media optimization, a titre of 1, 22,000 U/L -1 was achieved. A total of 2.4 fold increase in enzyme activity was observed.
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利用统计方法优化芽孢杆菌生产淀粉酶关键工艺参数
采用统计学方法对芽孢杆菌深层发酵生产α淀粉酶的工艺参数进行了优化。通过Plackett-Burman法(11个变量,7个营养变量,2个物理变量和2个假体)确定了影响酶生产的关键物理和化学工艺参数。利用CCD获得影响淀粉酶产量的最优参数,并用标准方差分析(ANOVA)对结果进行分析。通过对任意两个自变量绘制三维响应面曲线,研究了理化参数相互作用对淀粉酶产量的影响(z轴)。预测结果与实验结果具有较高的相似性,反映了RSM优化产酶工艺的准确性和适用性。结果表明,淀粉浓度为-0.65%,(nh4) 2 so4为-0.55%,pH为- 8.33为最佳条件。介质优化的结果是,滴度达到了122000 U/L -1。酶活性增加了2.4倍。
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