响应曲面法优化鼠尾藻中脂质的提取工艺

根据中心复合旋转设计原理,在单因素试验的基础上,采用三因素五水平的响应曲面分析法,建立了鼠尾藻中脂质提取的二次多项式数学模型,并以脂质的提取率为响应值作响应面和等高线,考察了提取时间、溶剂的量和石油醚乙醚溶剂配比对脂质提取的影响。结果表明：脂质提取的优化工艺条件为：提取时间19．39h,溶剂的量18．90mL,石油醚百分含量46．26％。在此工艺条件下,脂质的提取率为0．924％。     

Ectoine Production by Halomonas boliviensis: Optimization Using Response Surface Methodology

Two cultivation steps were used for production of biomass and ectoine by Halomonas boliviensis, respectively. The optimization of some nutrient parameters in each step was investigated by using response surface methodology. Twenty and 12 experiments were performed to attain optimal conditions for biomass and ectoine production, respectively. The model predicted a maximum biomass concentration of 3.34 g/L on optimization of NH₄Cl, K₂HPO₄, and MgSO₄•7H₂O concentrations during the first cultivation, while a maximum ectoine concentration of 1.27 g/L was predicted on optimizing NaCl and monosodium glutamate concentrations in the second cultivation. The experimental values obtained (3.36 g biomass/L and 1.25 g ectoine/L) were in good agreement with the predicted values. The optimized conditions were also used for two-step 1.5-L fed-batch fermentations. In the first step, biomass concentration of 28.7 g/L was obtained while in the second step biomass concentration increased to 63 g/L. Ectoine concentration of 9.2 g/L was obtained, and the overall ectoine productivity was 6.3 g/L/day, being among the highest reported so far.     

Optimization of Phosphatidylinositol-specific Phospholipase C Production Using Response Surface Methodology

Summary Response surface methodology was employed in optimizing the nutrient levels needed towards the optimal production of phosphatidylinositol-specific phospholipase C enzyme by Bacillus thuringiensis serovar. kurstaki. A 2³ factorial central composite experimental design was used. The multiple regression equation, relating the enzyme activity to the nutrient medium, was used to find the optimum values of glucose, peptone and dipotassium hydrogen phosphate. The optimum values of these variables for maximal enzyme production were found to be: glucose, 6.5 g l⁻¹; peptone, 5.38 g l⁻¹ and dipotassium hydrogen phosphate, 6.36 g l⁻¹ with the predicted enzyme activity of 0.96 U ml⁻¹.     

响应曲面分析方法优化发酵液中多杀菌素的提取工艺

依据中心复合旋转设计原理,在单因素试验的基础上,采用三因素五水平的响应曲面分析法,建立了发酵液中多杀菌素提取的二次多项式数学模型,并以多杀菌素质量浓度为响应值作响应面和等高线,考察了提取时间、料液比和提取频率对多杀菌素质量浓度的影响。结果表明:发酵液中多杀菌素超声提取的优化工艺条件为提取频率75 KHz,提取时间74 min,料液比1∶1.5。在此工艺条件下,从发酵液中提取多杀菌素的质量浓度可达到100.75μg/mL。     

丛梗孢酵母发酵产赤藓糖醇的响应面优化

为了提高丛梗孢酵母发酵产赤藓糖醇的产量,在前期单因素实验结果的基础上,利用Plackett-Burman实验设计对影响其产赤藓糖醇的发酵条件进行评估并筛选出了影响显著的3个因素:葡萄糖、初始pH和温度.采用响应面法进行实验方案设计,利用SAS软件对其结果进行二次回归分析,确定了优化后的发酵条件为:葡萄糖260g/L、酵...     

响应面法优化乌骨藤通光藤苷G提取工艺

利用响应面法对乌骨藤Marsdenia tenacissima通光藤苷G的提取工艺进行优化。以通光藤苷G提取率为指标,在单因素试验的基础上,选取乙醇浓度、料液比、提取时间、提取次数进行4因素3水平的Box-Behnken中心组合研究,并运用Design Expect 8.0软件对试验参数进行分析,研究各自变量及其交互作用对通光藤苷G提取率的影响。结果显示,通光藤苷G的最佳提取条件为：乙醇溶液浓度80%,料液比1∶20(W/V),提取时间1.5 h,提取2次,在此条件下,通光藤苷G提取率为0.253%。     

乳清分离蛋白酶解物的抗氧化活性研究

研究了乳清分离蛋白(WPI)酶解物对DPPH.、超氧阴离子自由基和羟基自由基的清除效果,同时用还原法研究了其抗氧化活性。结果表明,WPI酶解物在体外具有较强的抗氧化能力。木瓜蛋白酶酶解物和胰蛋白酶酶解物对DPPH.、超氧阴离子自由基、羟基自由基的清除能力和还原能力强于胰凝乳蛋白酶酶解物和胃蛋白酶酶解物。     

Optimization of Ethanol Production From Microfluidized Wheat Straw by Response Surface Methodology

In this study, wheat straw was pretreated with a microfluidizer to improve its enzymatic hydrolysis and ethanol yields. The pretreatment was performed at various pressures (500, 1000, and 1500 bar) and solid loadings (1, 2, and 3%). The microfluidized biomass was then subjected to hydrolysis and simultaneous saccharification and co-fermentation (SSCF) experiments at different enzyme loadings (5, 10, and 15 FPU/g dry wheat straw) using a mutant yeast. The results indicated that the microfluidization method alters the structure of biomass and leads to a reduction in lignin content. The samples pretreated at 1% solid loading contained the minimum lignin concentration and provided the maximum sugar and ethanol yields. These results signified that the microfluidization method is more effective on biomass at low solid loadings. The process conditions were optimized for higher ethanol and sugar yields using response surface methodology (RSM). The optimum pressure and solid and enzyme loadings were found as 1500 bar, 1%, and 15 FPU/g dry wheat straw, respectively. The yields obtained at this condition were 82%, 94%, and 65% for glucose, xylose, and ethanol, respectively. High sugar yields implied that microfluidization is an effective pretreatment method for cellulosic ethanol production. On the other hand, low ethanol yield may indicate that the microorganism was sensitive to inhibitory compounds present in the fermentation medium.     

响应面分析法优化当归粗多糖提取工艺

选取岷县当归药材为原料,采用水提醇沉法进行多糖提取,以当归粗多糖得率为指标,探讨加水量、回流提取时间、水提液的浓缩比、醇沉后所达含醇比例对当归多糖得率的影响。在单因素分析的基础上,采用响应面分析法(RSM)确定了当归粗多糖最佳提取条件为:加水量837.6 mL/100 g,浓缩后溶液体积为228.12 mL,最终含乙醇浓度为65.80%,回流提取时间2 h,在此条件下预测当归粗多糖得率理论的最佳值为10.44%,实际验证值为10.40%,两者相符,说明RSM法分析的可靠性。     

Optimization of Process Conditions Using Response Surface Methodology (RSM) for Ethanol Production from Pretreated Sugarcane Bagasse: Kinetics and Modeling

Based on a five level central composite design (CCD) involving the variables substrate concentration (C), pH (P), incubation temperature (T) and fermentation time (H), a response surface methodology (RSM) for the production of ethanol from pretreated sugarcane bagasse by cellulase and yeast Kluyveromyces fragilis was standardized. The design contains a total of 31 experimental trials in which the first 24 organized in a factorial design and from 25 to 31 involving the replications of the central points. Data obtained from RSM on ethanol production were subjected to the analysis of variance (ANOVA) and analyzed using a second order polynomial equation. Maximum ethanol concentration (32.6 g/l) was obtained from 180 g/l pretreated sugarcane bagasse at the optimized process conditions (temperature 35°C, pH 5.5) in 72 h aerobic batch fermentation. Various kinetic models such as logistic model, logistic incorporated leudeking piret model and logistic incorporated modified leudeking piret model have been evaluated and the constants were predicted.     

响应面法优化米糠淀粉酶法水解工艺

以米糠为原料,对米糠淀粉酶法水解生产葡萄糖的液化工艺进行研究和优化,来提高葡萄糖收率。在单因素试验的基础上,用响应面法对液化工艺进行优化。结果表明,液化工艺的最佳条件为酶用量0.11%、醪浓度25%、pH=6.0、温度88℃,在此条件下得到的液化葡萄糖值(即DX值)平均值为6.54%。然后对此液化液进行糖化,最终得到的糖化液DX值为97.07%。     

Optimization of Alkaline Protease Production from Bacillus sp. by Response Surface Methodology

High yields (1939 U/ml) of an alkaline protease were obtained in batch fermentation of a Bacillus sp. using a response surface methodology. The interaction of four variables, viz., starch, peptone, incubation time, and inoculum density, suggested inoculum density to be an insignificant variable. However, incubation time had a profound effect on protease yields at all the concentrations of carbon and nitrogen used. The response surface raised and flattened with increase in time of incubation, and maximum protease production up to 1939 U/ml was obtained after 96 h of incubation. The model equation obtained was validated experimentally at maximum starch (15 mg/ml) and peptone (7.5 mg/ml) concentration with increased incubation time up to 144 h in the presence of minimum inoculum density (1%). An overall 2.6-fold increase in protease production was obtained as compared with mean observed response (750 U/ml) at zero level of all variables. Received: 19 July 2001 / Accepted: 15 August 2001     

响应曲面法优化菌丝体中红曲色素的提取条件

以红曲菌丝体为原料,通过单因素实验及Box-Behnken设计响应曲面分析优化了红曲色素的提取工艺条件。通过实验,得到了提取率的回归方程Y=0.923-0.011X1-0.011X2-0.017X12-0.027X22-0.026X32-0.028X1X2-0.019X1X3,通过对模型解逆矩阵得优化方案:乙醇浓度X1=66%、超声功率X2=200 w、提取温度X3=52℃,模型预测结果为92.5%。在该工艺条件下进行验证实验,提取率达到92.1±0.6%(n=3)。     

响应面法优化产朊假丝酵母培养及干燥工艺

本研究旨在优化产朊假丝酵母液体培养参数及干燥保护剂配方,提高产朊假丝酵母液体培养数量,制备出高复苏率的活性干酵母。以装液量、转速、温度和培养时间为影响因素,设计单因素试验,并采用Box-Behnken试验设计及响应面分析法优化产朊假丝酵母液体培养方案。在此条件下培养酵母,以L-谷氨酸钠、乳糖、脱脂奶粉为影响因素进行单因素保护试验,并采用响应面分析法优化干燥保护剂的组合。结果表明,产朊假丝酵母最佳培养条件为装液量45 mL/250 m L,转速200 r/min,温度30℃,培养时间24 h。在此条件下,培养的产朊假丝酵母数量可以达到9.34×10~8CFU/mL;最佳保护剂组合1%L-谷氨酸钠、12%脱脂奶粉、6%乳糖,经干燥后,产朊假丝酵母复苏率达到81.9%。此时活菌数7.65×10~8CFU/g,比未加保护剂组提高了3.83倍。     

Optimization of the Extraction Process by Response Surface Methodology of Protein Isolate from Defatted Jujube (Zizyphus lotus L.) Seeds

International Journal of Peptide Research and Therapeutics - In this study, response surface methodology, based on Box-Behnken design, was used to optimize the extraction conditions of protein...     

响应面法优化普通小球藻混合营养培养基组成生产生物质

利用响应面法优化了混合营养培养普通小球藻生产生物质的培养基组成.首先采用Plackett-Burman设计对11个相关营养因素的效应进行了评价,并筛选出影响小球藻细胞生长的3个主要因素为KNO3、葡萄糖和NaC1;然后结合Box-Behnken设计建立了以小球藻浓度为响应值的二次回归方程模型,获得优化的培养基组成为KNO31.64g/L、葡萄糖45g/L、NaC1 1.57g/L;模型预测的最大浓度为5.28g/L,验证值为5.68g/L;验证结果表明,所建立模型预测精度较好,可用于优化小球藻的混养培养基组成.优化条件下混养小球藻细胞的蛋白质和色素含量较优化前降低,而可溶性糖和油脂含量提高,脂肪酸以棕榈酸和油酸为主;细胞组分分析结果显示,混养培养所得小球藻生物质具有作为生产微藻生物能源原料的潜力.     

利用响应面法优化红谷霉素发酵培养基*

在摇瓶条件下,对链霉菌702发酵生产过程中的主要培养基组成对产红谷霉素影响进行的研究。试验采用响应面法优化摇瓶发酵培养基,利用全因子实验设计筛选出对链霉菌702产红谷霉素重要影响因子黄豆饼粉和工业蛋白胨,应用最陡爬坡实验法接近重要因子的最优水平,然后应用中心复合设计确定重要因子的最优水平。优化后的培养基组成为：玉米淀粉20g,玉米粉20g,葡萄糖20g,磷酸二氢钾0．3g,蛋白胨9g,黄豆饼粉23g,硝酸钾2．5g,硫酸铵2．5g,豆油5mL,氯化钠3g,碳酸钙6g,定容至1L。实验结果表明,采用优化后的培养基,其发酵液红谷霉素效价达到1,500μg／mL,比优化前提高了3.08倍。     

响应面法优化自养小球藻产生物柴油油脂

利用响应面法对小球藻(Chlorella vulgaris)在2L气升式生物反应器中对自养产生物柴油油脂的培养条件进行了优化。首先用Plackett-Burman方法对10个相关影响因素的效应进行评价并筛选出对产油有显著影响的3个因素:KNO3浓度、温度和CO2浓度;再用最陡爬坡实验逼近最大产油区域;最后由中心组合实验及响应面分析确定了影响产油主要因素的最佳条件为:KNO3浓度0.31g/L,温度26.5℃,CO2浓度6.80%,最高产油量达到0.42g/L,比优化前提高了近2倍。优化后,在10L气升式生物反应器中进行了扩大培养。