Enhanced production of glutaminase free L-asparaginase II by Bacillus subtilis WB800N through media optimization

被引:17
|
作者
Sushma, Chityala [1 ]
Anand, Ashish Prabhu [1 ]
Veeranki, Venkata Dasu [1 ]
机构
[1] IIT Guwahati, Dept Biosci & Bioengn, Biochem Engn Lab, Gauhati 781039, Assam, India
关键词
Bacillus subtilis WB800N; L-asparaginase II; Artificial Neural Network-genetic Algorithm; Batch Reactor; Unstructured Bio-kinetic Models; RESPONSE-SURFACE METHODOLOGY; ARTIFICIAL NEURAL-NETWORK; CELL-DENSITY CULTURE; ESCHERICHIA-COLI; PLACKETT-BURMAN; EXTRACELLULAR PRODUCTION; STREPTOMYCES-MARINENSIS; LIPOPEPTIDE PRODUCTION; ARYABHATTAI ITBHU02; NEOMYCIN PRODUCTION;
D O I
10.1007/s11814-017-0211-1
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
We studied the crucial components which elevate the expression of recombinant novel glutaminase free L-asparaginase II (rL-asp II) from Bacillus subtilis WB800N. The Plackett-Burman tool identified sucrose, NH4Cl, NaH2-PO4 and MgSO4 as the significant influencing factors (p < 0.05). Further investigations showed that artificial neural network-genetic algorithm (ANN-GA) was more effective than central composite design (CCD) in optimizing the influencing factors. The maximum rL-asp II expression was found to be 389.56 IU/ml and 525.98 IU/ml using CCD (R-2=90.4%) and ANN-GA (R-2=96.2%), respectively. The validation experiments were carried out in a 3 L batch bioreactor where kinetic modelling of the obtained data was done. The rL-asp II expressed effectively inhibiting the polyacrylamide formation in vitro where no solidification was observed, when 2ml of purified rL-asp II used even after 60 min of incubation. This is the first study to report highest production of rL-asp II in B. subtilis WB800N (525.98 IU/ml) till date by combining statistical designs with consecutive intermittent addition of IPTG in batch reactor.
引用
收藏
页码:2901 / 2915
页数:15
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