响应面分析法优化耐高温蛋白酶发酵培养基

采用响应面分析方法对产耐高温蛋白酶的苏云金芽孢杆菌(Bacillus thuringien- sis)FZ62发酵培养基进行优化．首先,进行发酵培养基碳源、氮源及初始pH值的单因素筛选,优化结果表明最适氮源为酵母粉、碳源是葡萄糖,初始pH值范围6-8．在此基础经响应面法优化,发酵培养基最佳组合为:酵母粉2．04%,葡萄糖为0．10%,初始pH7．07．经以上优化后发酵水平比初始设计提高了3．22倍．     

响应面法优化杀鱼假交替单胞菌2515发酵培养基

杀鱼假交替单胞菌(Pseudoalteromonas piscicida)2515是一株具有广谱抗弧菌性能的菌株，为提升菌株2515的培养生物量，通过单因素优化方法，研究碳源、氮源、无机盐等营养成分对菌株2515的发酵产量的影响，确定关键营养因子，利用响应面分析法对影响菌株2515生物量的关键营养因子进行优化。结果显示，菌株2515的最佳发酵培养基配方为麦芽糖2.85 g/L、CaCl₂ 0.65 g/L、MnCl₂ 0.10 g/L、酵母膏3.85 g/L、胰蛋白胨10 g/L、NaCl 10 g/L。优化后的培养基使菌株2515在锥形瓶和发酵罐中发酵的OD₆₀₀值分别为1.416和1.866,生物量分别提高了36.4%和40.4%,其发酵上清液和细胞内容物的抑菌活性分别提高了28.2%和27.2%。表明响应面法优化后的培养基有利于提高菌株2515的发酵生物量及抗菌效果，研究结果为菌株2515的后续开发应用提供了参考。     

响应面分析法用于微生物培养基浓度的优化

首次将响应面分析法 (RSM )用于延胡索酸酶产生菌产氨短杆菌MA 2和黄色短杆菌MA 3培养基成份的优选 ,并且取得了良好的结果。经优化后产氨短杆菌MA 2酶活达 2 7.88×10 3 μmol/g·h ,黄色短杆菌MA 3酶活达 32 .2 6× 10 3 μmol/g·h ,较国内外文献报道的其它产氨短杆菌、黄色短杆菌单位菌体延胡索酸酶活力有显著提高。     

少动鞘脂单胞菌产结冷胶发酵培养基的响应面法优化

通过单因素试验分析不同碳源、氮源、无机盐对（Sphingomonas paucimobilisFJAT-5627）产胶量的影响,确定最适碳源、氮源、无机盐,并在单因素筛选试验的基础上,利用Box-Benhnken设计和响应面分析法对碳源、氮源和无机盐进行优化,得到少动鞘脂单胞菌产生结冷肢发酵培养基最佳优化组合.实验结果表明,少动鞘脂单胞菌产胶量发酵最适碳源、氮源和无机盐分别为淀粉、豆饼粉和KH₂PO₄.响应面法得到产胶量（Y）与碳源淀粉（x₁）、氮源豆饼粉（x₂）和无机盐KH₂PO₄（x₃）的回归方程为:Y=13.87+0.54x₁+0.22x₂-0.42x₃-3.26x₁²-1.85x₂²-1.51x₃²+0.053x₁x₂+0.067x₁x₃+0.4x₂x₃.优化培养基组合为:淀粉浓度为30g/L,豆饼粉浓度为5 g/L,KH₂PO₄的浓度为0.7g/L,且此组合下少动鞘脂假单胞发酵得到结冷胶可达23.87g/L.     

响应面分析法优化大豆肽发酵培养基

采用响应面分析法对大豆肽发酵培养基进行优化,首先采用二水平Plackett-Burman设计对影响大豆肽发酵的8个因素进行筛选,获得影响最大的3个因素为料水比、MgSO_4、糖蜜.再利用响应面分析法对这3个因素进行优化,确定最佳培养基条件为料水比为1∶1.149、MgSO_4浓度为0.048%、糖蜜浓度为0.294%,在此条件下,优化后的大豆肽含量为21.74%,试验值与模型预测值只有1.21%的误差.     

响应面分析法优化超声提取蓖麻碱工艺

以蓖麻叶为原料,对蓖麻碱的超声提取工艺优化进行研究,在单因素试验的基础上,选择超声时间、超声功率、料液比为自变量,以蓖麻碱提取率为影响值,采用响应面试验设计方法,研究各自变量及其交互作用对蓖麻碱提取率的影响。利用Design Expert8软件得到回归方程得模型并进行响应面分析,确定超声提取蓖麻碱的最佳工艺条件为料水比为1∶25 g/mL,超声时间为103.03 min,超声功率为621.05 W,此条件下蓖麻碱的提取率为2.63‰。     

响应面分析法优化黑根霉胞外多糖发酵工艺

实验以商品化的马铃薯葡萄糖液体培养基为基础培养基,以胞外粗多糖产量为考察指标,运用响应面分析法考察玉米浆浓度、KH₂PO₄浓度和发酵时间3个因素对胞外多糖发酵产量的影响,以获得黑根霉胞外多糖发酵最优工艺,建立高产、稳定、可控的胞外多糖发酵生产工艺技术方案。经响应面分析,各因素按照对响应值的影响顺序为：玉米浆浓度>发酵时间> KH₂PO₄浓度,且玉米浆浓度、发酵时间对胞外多糖产量的影响极显著,KH₂PO₄浓度对胞外多糖产量的影响不显著。胞外多糖发酵最优工艺为：玉米浆3.2mg/mL、KH₂PO₄ 1.5mg/mL和发酵时间132h,在此条件下胞外多糖的最大预测产量为0.824mg/mL。实验重复性好,是一个高产、稳定、可控的胞外多糖发酵生产工艺技术方案,可以指导黑根霉胞外多糖发酵。     

响应面法优化苹果速冻工艺

采用响应面分析法优化苹果速冻工艺,当载样量3kg/m2、速冻温度-30℃、样品中心温度 18℃为时,产品的感官品质、硬度和色泽最高,可溶性糖损失率、可溶性蛋白损失率、维生素C损失率最低;采用Box Benhnken试验设计方法和Design Expert 9数据分析软件,优化出苹果速冻最优工艺参数为载样量2.38kg/m2、速冻温度-31℃、样品中心温度-19℃,此条件下实际感官评分为91.26。     

基于Box Behnken响应面法优化口腔模拟环境IgY抑制牙龈卟啉单胞菌增殖

【目的】利用Box Behnken响应面法研究免疫球蛋白Y(Ig Y)影响牙龈卟啉单胞菌(Porphyromonas gingivalis)的生长繁殖特性,发现口腔模拟环境中P.gingivalis的响应值与Ig Y剂量、初始P.gingivalis数量、培养时间的关系。【方法】以P.gingivalis最终的菌落数为评价指标,通过单因素试验研究培养时间、Ig Y剂量和初始P.gingivalis数量的最佳条件,再依据Box Behnken中心组合原则设计三因素三水平响应面试验进行优化,评价Ig Y的抑制效果。优化得到的试验条件重复3次,以验证模型的准确性。【结果】单因素试验结果表明,以180 mmol/L的Ig Y剂量,2×10~6 CFU/m L的初始P.gingivalis数量,37°C厌氧培养4 h,口腔模拟环境Ig Y对P.gingivalis繁殖的影响达到最佳状态。通过Design Expert 8.0软件对回归方程的分析得到各因素最佳条件为:Ig Y剂量165 mmol/L、初始P.gingivalis数量2×10~6 CFU/m L、培养时间4.5 h。采用优化实验条件,重复3次试验,P.gingivalis最终菌落数是5.92×10~5 CFU/m L,与模型预测值5.85×10~5 CFU/m L相对误差1%,方差分析表明模型P值显著,缺失值P值不显著,理论值与实测值拟合良好。【结论】Ig Y能显著抑制牙龈卟啉单胞菌的增殖,优化后口腔模拟环境中的P.gingivalis最终菌落数显著降低,回归模型能够预测口腔模拟环境中P.gingivalis的增殖。     

响应面分析法优化大蒜蒜氨酸提取工艺

以新鲜大蒜为原料,微波灭酶后,通过乙酸乙酯打浆除去大蒜中脂溶性成分,以蒸馏水为提取液,采用响应面法研究料液比、提取温度、提取时间对蒜氨酸提取率的影响。结果表明回归模型能较好的预测各因素与响应值之间的关系,所优化的最佳工艺为:料液比为1∶5,提取温度为32℃,提取时间为70 min。此时蒜氨酸的提取率为92.85±0.63%。     

Optimization of lipase-catalyzed synthesis of acetylated EGCG by response surface methodology

(−)-Epigallocatechin-3-O-gallate (EGCG) acetylated derivatives, which can be widely used as a natural antioxidant in both lipid containing food and cosmetic applications, were prepared by lipase catalyzed acylation of EGCG with vinyl acetate. Response surface methodology (RSM) and 5-level-4-factor central composite rotatable design (CCRD) were employed to evaluate the effects of synthesis parameters, such as reaction time (6–10 h), temperature (30–50 °C), enzyme amount (1.5–2.5% (w/w) of substrate), and substrate molar ratio of EGCG to vinyl acetate (0.5–1.5) on conversion of EGCG. By using multiple regression analysis, the experimental data were fitted to a second order polynomial model. The most suitable combination of variables was 40 °C, 2.12%, 10 h and 1.13 for the reaction temperature, the enzyme amount, the reaction time, and EGCG/vinyl acetate mole ratio, respectively. At these optimal conditions, the conversion yield reached 87.37%. The presence of mono-, di- and tri-acetylated derivatives in acetylated EGCG was confirmed by LC–MS-MS and identified as 5″-O-acetyl-EGCG, 3″, 5″-2-O-acetyl-EGCG and 5′, 3″, 5″-3-O-acetyl-EGCG by NMR.     

响应面法优化粉被虫草中虫草素的提取工艺

【背景】粉被虫草是民间常用药用真菌,具有抗辐射等多种药理作用,虫草素是其重要的活性物质。【目的】探究粉被虫草中提取虫草素的影响因素,为制取虫草素提供参考。【方法】以虫草素得率为指标,用响应面法优化超声提取工艺。分别考察超声时间、液料比和超声功率对提取效率的影响,在单因素实验基础上进行3因素3水平的响应面分析实验。【结果】最优提取条件为超声时间606 s、液料比45.9:1、超声功率400 W,在此条件下虫草素得率为6.136 mg/g,与模型预测值接近,方程拟合良好。【结论】首次对粉被虫草中虫草素的提取条件进行了研究,将对制取虫草素提供参考,有利于粉被虫草的深度开发利用。     

响应面法优化嗜热链球菌AR333电转化条件

【背景】嗜热链球菌AR333是本实验室从发酵乳中筛选出的一株高产活性胞外多糖乳酸菌。【目的】建立嗜热链球菌AR333高效电转化体系。【方法】通过单因素试验和Box-Behnken响应面法优化电转化条件。【结果】嗜热链球菌AR333最优电转化条件为甘氨酸浓度8.3g/L,OD_(600)为0.8,10%甘油(体积比)和0.5 mol/L蔗糖的电转缓冲液,pIB184质粒80 ng,电场强度14 kV/cm,0.4 mol/L山梨醇、2 mmol/L CaCl_2和20 mmol/L MgCl_2的LM17复苏培养基,复苏时间5 h。【结论】在最优电转化条件下,嗜热链球菌AR333电转化效率达到3.68×10~5 CFU/μg-DNA,比优化前提高了14倍,实现了嗜热链球菌AR333的高效遗传转化,为其功能解析和基因工程改造奠定基础。     

响应面法优化细菌EHB01对铜绿微囊藻(Microcystis aeruginosa)的溶藻条件

【背景】水体富营养化导致的蓝藻水华对淡水资源造成了严重污染。利用环境友好型的溶藻菌可有效控制蓝藻的生长,是防治蓝藻水华形成的有效途径之一。【目的】优化溶藻细菌EHB01对铜绿微囊藻(Microcystis aeruginosa)的溶藻条件,以期为治理蓝藻水华污染提供高效的溶藻菌制剂。【方法】采用单因素试验对溶藻的发酵液浓度、温度、光照以及C:N和N:P进行分析,并对溶藻细菌EHB01发酵液的碳源、氮源和p H进行优化。基于单因素试验,选用中心组合试验设计(central composite design,CCD)确定关键因子的最佳数量水平,并以Desig-Expert 8.0.5进行回归分析,通过响应面分析获得溶藻效果最佳的参数。【结果】发酵液浓度对溶藻率的影响表现为持续上升;温度对溶藻率表现为先上升后下降;而光照、C:N和N:P均对细菌EHB01发酵液溶藻率的影响表现为先降低后上升的趋势。溶藻细菌EHB01发酵液所需的最佳碳源为蔗糖,氮源为硝酸钾,pH为7.5,优化条件下溶藻率达86.97%,与优化之前相比提高了21.72%。【结论】采用响应面法优化得出溶藻细菌EHB01发酵液最优的...     

Optimization of the Emerson-Trinder enzymatic reaction by response surface methodology

The Emerson-Trinder reaction has been optimized in this work using an initial rate spectrophotometric method and response surface methodology (RSM). In this investigation, the variation range of critical variables along with the fixed parameters were selected based on a preliminary 'one at a time' (OVAT) procedure for the subsequent RSM chemometric analysis as follows: pH (6-10), buffer concentration (50-250 mM), 4-aminoantipyrine (4-AAP) concentration (1-5 mM), temperature (25-45°C). The optimum values of fixed parameters were: 4-fluorophenol (4-FP, 30 mM), horseradish peroxidase (HRP) enzyme activity (0.12 U mL^-1), and the fixed concentration of the H₂O₂ in the chemometric experiments was 11.4 µM. The non-linear nature of the experimental response of the reaction system was explained by a second-order polynomial equation, which revealed the impact of the experimental factors, their interactions and also their optimum values. The results of the reported RSM analysis proved to be quite appropriate for the design and optimization of this reaction, as illustrated by the relatively high value of the determination coefficient (R²=96.7%) for the fitting of quadratic model, along with the satisfactory results generated by the analysis of variance (ANOVA). All the evaluated analytical characteristics of this method: typical reaction progress curves, resulting linear calibration curve, within-day precisions at low and at high levels, and the upper and lower detection limits were, also, reported. In addition, to check the quality of the optimization and validity of the model, the assay of H₂O₂, in pooled serum matrix and in cosmetic samples, was performed.     

Optimization of calcium pectinate gel beads for sustained-release of catechin using response surface methodology

Response surface methodology was used to optimize bead preparation conditions, including CaCl₂ concentration (X₁), hydroxypropylmethylcellulose concentration (X₂), and bead-hardening time (X₃), for the sustained-release of catechin from the calcium pectinate gel beads reinforced with liposomes and hydroxypropylmethylcellulose into simulated gastric fluid (SGF) and intestinal fluid (SIF). The optimized values of X₁, X₂, and X₃ were found to be 5.82%, 0.08%, and 10.29 min, respectively. The beads prepared according to the optimized conditions released only about half of the entrapped catechin into SGF while most of the entrapped catechin was released into SIF after 24 h incubation.     

Optimization of extraction technology of Astragalus polysaccharides by response surface methodology and its effect on CD40

Astragali is a herbal medicine used as an adjuvant extensively in the treatment of various cancers of lung, digestive tract, urinary system, etc. Statistics-based experimental designs were applied to optimize the extraction conditions for Astragalus polysaccharides (AP). The optimum conditions were found to be: the values of extraction time 3 h, ratio of liquid to solid 4 and particle size 33.8 mesh. Under these optimized conditions, the maximum AP extraction rate was 16.32 (%), which well matches with the predicted value. Furthermore, the chemical composition was analyzed with HPLC, and the pharmacological effect of the AP was evaluated. Results showed that AP could significantly decreased CD40 expression rate and protein expression in rats with stomach cancer.     

响应面法优化灰霉病生防菌CNY-04培养条件

【目的】通过优化生防菌CNY-04的培养条件,提高其对灰霉病菌的抑菌效果。【方法】在单因素试验的基础上,利用响应面法(Response surface methodology)对灰霉病生防菌CNY-04培养条件进行整体优化,并测其生长曲线。【结果】生防菌CNY-04最优培养条件为牛肉膏0.5%、蛋白胨2.0%、酵母膏0.1%、葡萄糖0.5%、时间48 h、接种量4%、温度32°C、pH 8.0、装液量75 mL/250 mL和转速150 r/min,在此培养条件下生防菌CNY-04的OD600为2.907,与模型预测值相符,对灰葡萄孢菌的抑菌圈直径为44.5 mm,较优化前提高了30.9%。【结论】从整体上确定了生防菌CNY-04的最优培养条件,为该菌扩大化生产提供理论基础。     

Isolation and characterization of Aspergillus sp. for the production of extracellular polysaccharides by response surface methodology

In this study, Aspergillus sp. was isolated for the production of extracellular polysaccharide. The process parameters were initially optimized by traditional methods. The cheap substrate, wheat bran was used for the production of extracellular polysaccharide in solid state fermentation. Supplementation of (1%, w/w) maltose, gelatin enhanced EPS production (5.36?mg/g). The salts such as, Cu²⁺ (4.9?mg/g), Ca²⁺ (3.5?mg/g), Zn²⁺ (2.9?mg/g), Mn²⁺ (3.4?mg/g) and Mg²⁺ (1.8?mg/g) stimulated EPS production. In two level full factorial experimental designs, the EPS yield varied from 3.18 to 11.65?mg/g wheat bran substrate with various combinations of the components supplemented with wheat bran substrate. Among these selected factors in central composite design, maltose significantly influenced on extracellular polysaccharide production.     

响应面法优化南方山荷叶中鬼臼毒素的提取工艺

鬼臼毒素（Podophyllotoxin）是一种常用的临床天然药物。本研究以鬼臼类药材南方山荷叶（Diphylleia sinensis H.L.Li）为材料,以提取物中鬼臼毒素的含量为控制指标,应用响应面法优化南方山荷叶中鬼臼毒素的提取工艺。采用高效液相色谱法测定提取物中鬼臼毒素的含量,在单因素实验筛选的基础上,选择出对鬼臼毒素提取率影响较大的3个因素：乙醇浓度、提取温度和提取时间,然后利用Design-expert软件设计3因素3水平响应面实验,最终获得鬼臼毒素提取率最高时的提取条件为：乙醇浓度48.18%、提取温度62.66℃、提取时间16.15 h,此时鬼臼毒素的理论提取率可达7.636%。进一步对该条件进行实验验证,3次实验平均值为7.54%,与理论值差异较小,表明该模型拟合良好,实验方法可靠。