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基于统计的实验室生物反应器中铁载体生产工艺的优化与放大。

Statistical-based optimization and scale-up of siderophore production process on laboratory bioreactor.

作者信息

Shaikh S S, Wani S J, Sayyed R Z

机构信息

Department of Microbiology, PSGVP Mandal's, Arts, Science and Commerce College, Shahada, Dist Nandurbar, Maharashtra, 425 409, India.

出版信息

3 Biotech. 2016 Jun;6(1):69. doi: 10.1007/s13205-016-0365-2. Epub 2016 Feb 15.

Abstract

We report the enhanced production of siderophore in succinate medium by applying two-stage statistical approach, i.e., Plackett-Burman design and response surface methodology (RSM) using central composite design (CCD). In the first stage of optimization, out of 11 variable components of succinate medium, succinic acid, pH and temperature were found as significant components that influenced the siderophore production in Pseudomonas aeruginosa RZS9. The second stage of RSM using CCD consisted of optimizing the concentrations of the variables. Here, 0.49 g/100 ml concentration of succinic acid, pH 7.08 and temperature of 27.80 °C yielded the maximum (68.41 %) siderophore units. All the significant components exhibited quadratic effect on siderophore production. The F value of 28.63, multiple correlation coefficient (R ) of 0.9626, percent coefficient of variation of 8.81 values indicated that the model was significant and that the experimental data was satisfactorily adjusted to the quadratic model. During validation of these experiments, 6.10 % increase in siderophore yield was obtained. Scale-up of this protocol optimized at shake  flask level up to 5 L-capacity reactor further enhanced the siderophore yield. We claim it to be the first report on statistical optimization of siderophore production by P. aeruginosa RZS9.

摘要

我们报告了通过应用两阶段统计方法,即在使用中心复合设计(CCD)的Plackett-Burman设计和响应面方法(RSM)下,在琥珀酸盐培养基中提高铁载体的产量。在优化的第一阶段,在琥珀酸盐培养基的11种可变成分中,发现琥珀酸、pH值和温度是影响铜绿假单胞菌RZS9中铁载体产量的重要成分。使用CCD的RSM的第二阶段包括优化变量的浓度。在此,琥珀酸浓度为0.49 g/100 ml、pH值为7.08和温度为27.80°C时,铁载体单位产量最高(68.41%)。所有重要成分对铁载体产量均表现出二次效应。F值为28.63、多重相关系数(R)为0.9626、变异系数百分比为8.81,表明该模型具有显著性,且实验数据能令人满意地拟合二次模型。在这些实验的验证过程中,铁载体产量提高了6.10%。将此在摇瓶水平优化的方案扩大到5 L容量的反应器,进一步提高了铁载体产量。我们声称这是关于铜绿假单胞菌RZS9铁载体产量统计优化的首次报告。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b7b/4754294/36fd798b136a/13205_2016_365_Fig1_HTML.jpg

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