Optimization of Surfactin Production by Bacillus subtilis HSO121 through Plackett-Burman and Response Surface Method
Namir I. A. Haddad, Hongzong Gang, Jinfeng Liu, Serge Maurice Mbadinga and Bozhong Mu
Affiliation: State Key Laboratory of Bioreactor Engineering and Institute of Applied Chemistry, East China University of Science and Technology, Shanghai 200237, China.
Bacillus subtilis HSO121 was previously isolated from the formation water of an oil field and found to
produce surfactin lipopeptides. Effects of 10 different components on surfactin production have been studied by Plackett-
Burman design (PBD). Each component was screened on the basis of P-value, which was at 92% or above of confidence
level. In PBD, significant factors influencing the surfactin production were selected for further optimization via response
surface methodology approach (RSM). Four significant variables (calcium chloride, ferrous sulfate, maltose, and
L-arginine) were selected for the optimization studies, and constructed via central composite design (CCD). Calcium chloride,
maltose and L-arginine showed a significant positive effect on surfactin production, while ferrous sulfate had no significant
effect. An overall 38.06-fold increase in surfactin production yield was achieved in the optimized medium as
compared with the unoptimized basal medium. Surfactin production yield increased significantly with optimized medium
(47.58 g/l) when compared with the unoptimized one (1.25 g/l).
Keywords: Bacillus subtilis, lipopeptide, media optimization, plackett-burman, response surface methodology.
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