Optimization of β-Mannanase Production from Bacillus licheniformis TJ-101 Using Response Surface Methodology
Zhenhua Liu, Wei Qi, Zhimin He
Abstract
Zhenhua Liu, Wei Qi, Zhimin He
Abstract
Plackett-Burman design, central composite design and response surface analysis were carried out with the aim of optimizing culture conditions for β-mannanase production from Bacillus licheniformis TJ-101. Screening experiments of Plackett-Burman design were firstly employed to evaluate the effects of 16 variables on β-mannanase production. The four identified significant variables, i.e. the concentration of Na 2 HPO 4 , the concentration of KH 2 PO 4 , initial pH and medium volume, were further optimized by central composite design and response surface analysis. The optimum values of four critical variables were determined as Na 2 HPO 4 6.4 g L -1 , KH 2 PO 4 0.36 g L -1 , initial pH 7.7 and medium volume V = 30.1 mL. Under these conditions, the β-mannanase activity can experimentally reach a = 523.1±5.9 U mL -1 (127.7 % increase compared with the enzyme activity before optimization) at the flask level. Moreover, oxygen limitation and initial pH remarkably affected β-mannanase production from Bacillus licheniformis TJ-101 as revealed by response surface analysis. Maximum β-mannanase activity increased by 73.7 % in a 6.6 L fermenter using the optimized medium and dissolved oxygen at 20 % saturation.
OpenAlex reports 11 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Plackett-Burman design, central composite design and response surface analysis were carried out with the aim of optimizing culture conditions for β-mannanase production from Bacillus licheniformis TJ-101. Screening experiments of Plackett-Burman design were firstly employed to evaluate the effects of 16 variables on β-mannanase production. The four identified significant variables, i.e. the concentration of Na 2 HPO 4 , the concentration of KH 2 PO 4 , initial pH and medium volume, were further optimized by central composite design and response surface analysis. The optimum values of four critical variables were determined as Na 2 HPO 4 6.4 g L -1 , KH 2 PO 4 0.36 g L -1 , initial pH 7.7 and medium volume V = 30.1 mL. Under these conditions, the β-mannanase activity can experimentally reach a = 523.1±5.9 U mL -1 (127.7 % increase compared with the enzyme activity before optimization) at the flask level. Moreover, oxygen limitation and initial pH remarkably affected β-mannanase production from Bacillus licheniformis TJ-101 as revealed by response surface analysis. Maximum β-mannanase activity increased by 73.7 % in a 6.6 L fermenter using the optimized medium and dissolved oxygen at 20 % saturation.
Key concepts: Bacillus licheniformis, Central composite design, Response surface methodology, Plackett–Burman design, Chemistry, Industrial fermentation, Volume (thermodynamics), Chromatography