Deka Deepmoni, Das Saprativ P, Sahoo Naresh, Das Debasish, Jawed Mohammad, Goyal Dinesh, Goyal Arun
Centre for the Environment, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India.
Department of Biotechnology, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India.
ISRN Biotechnol. 2013 Feb 21;2013:965310. doi: 10.5402/2013/965310. eCollection 2013.
Effect of physical parameters such as initial pH, agitation (rpm), and temperature (°C) for cellulase production from Bacillus subtilis AS3 was investigated. Central composite design of experiments followed by multiple desirability function was applied for the optimization of cellulase activity and cell growth. The effect of the temperature and agitation was found to be significant among the three independent variables. The optimum levels of initial pH, temperature, and agitation for alkaline carboxymethylcellulase (CMCase) production predicted by the model were 7.2, 39°C, and 121 rpm, respectively. The CMCase activity with unoptimized physical parameters and previously optimized medium composition was 0.43 U/mL. The maximum activity (0.56 U/mL) and cell growth (2.01 mg/mL) predicted by the model were in consensus with values (0.57 U/mL, 2.1 mg/mL) obtained using optimized medium and optimal values of physical parameters. After optimization, 33% enhancement in CMCase activity (0.57 U/mL) was recorded. On scale-up of cellulase production process in bioreactor with all the optimized conditions, an activity of 0.75 U/mL was achieved. Consequently, the bacterial cellulase employed for bioethanol production expending (5%, w/v) NaOH-pretreated wild grass with Zymomonas mobilis yielded an utmost ethanol titre of 7.56 g/L and 11.65 g/L at shake flask and bioreactor level, respectively.
研究了诸如初始pH值、搅拌速度(rpm)和温度(°C)等物理参数对枯草芽孢杆菌AS3产纤维素酶的影响。采用中心复合设计实验并结合多目标期望函数来优化纤维素酶活性和细胞生长。在三个自变量中,温度和搅拌的影响显著。模型预测的碱性羧甲基纤维素酶(CMCase)生产的初始pH值、温度和搅拌的最佳水平分别为7.2、39°C和121 rpm。未优化物理参数和先前优化的培养基组成时,CMCase活性为0.43 U/mL。模型预测的最大活性(0.56 U/mL)和细胞生长(2.01 mg/mL)与使用优化培养基和物理参数最佳值获得的值(0.57 U/mL,2.1 mg/mL)一致。优化后,CMCase活性提高了33%(0.57 U/mL)。在生物反应器中按照所有优化条件扩大纤维素酶生产过程时,获得了0.75 U/mL的活性。因此,用于生物乙醇生产的细菌纤维素酶,在摇瓶和生物反应器水平下,分别使用(5%,w/v)NaOH预处理的野草和运动发酵单胞菌,乙醇产量最高分别为7.56 g/L和11.65 g/L。