Optimization of ultrasound-accelerated synthesis of enzymatic octyl hydroxyphenylpropionate by response surface methodology

The ultrasound-accelerated enzymatic synthesis of octyl hydroxyphenylpropionate (OHPP) from p-hydroxyphenylpropionic acid (HPPA) and octanol was investigated in this study. A commercially available immobilized lipase from Candida antarctica, Novozym 435, was used as the biocatalyst. A three-level-three-factor Box-Behnken design experiment and response surface methodology were used to evaluate the effects of temperature, reaction time, and enzyme activity on percent yield of OHPP. The results indicated that temperature and enzyme activity significantly affected percent yield, whereas reaction time did not. A model for the synthesis of OHPP was established. Based on a ridge max analysis, the optimum conditions for OHPP synthesis were predicted to use a reaction temperature of 58.8°C, a reaction time of 14.6 h, and an enzyme activity of 410.5 PLU with a yield of 98.5%. A reaction was performed under these optimal conditions, and a yield of 97.5% ± 0.1% was obtained.     

响应面法优化Burkholderiasp．SYBCLIP—Y发酵产低温脂肪酶条件的研究

用响应面法对Burkholderiasp．SYBCLIP—Y液体发酵产低温脂肪酶的发酵条件进行了快速优化。首先利用Plackett—Burman设计对影响其产酶相关因素进行评估并筛选出具有显著效应的三个因素：牛肉膏,橄榄油,TritonX-100;用最陡爬坡路径逼近最大产酶区域后,利用响应面中心组合设计对显著因素进行优化,确定出牛肉膏,橄榄油,TritonX-100的最佳浓度分别为：牛肉膏31．8g／L、橄榄油21mL／L、TritonX-10036．55mL／L,优化后脂肪酶的酶活达到61．52U／mL,是优化前的2．62倍。     

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.     

Modeling and optimization of lipase-catalyzed esterification of policosanols with conjugated linoleic acid by response surface methodology

Abstract

The aim of this study was to model the lipase-catalyzed esterification of policosanols with conjugated linoleic acid (CLA) in a solvent-free system to produce wax esters which had a lower melting point than that of their corresponding policosanol forms and to optimize the reaction conditions by response surface methodology (RSM). Novozym 435 was selected as a suitable biocatalyst for the reaction. The molar ratio of substrates (policosanols to CLA) was 1:2. A well-fitting quadratic polynomial regression model for the degree of esterification (DE) of policosanols with CLA was established with regard to temperature (35–65°C), enzyme loading (1–5% of weight of total substrates), and reaction time (10–50 min). Optimal reaction conditions were 61.3°C for temperature, 3.7% for enzyme loading, and 34.1 min for reaction time, and the DE was ? 95 mol% under these conditions. The policosanols and wax esters synthesized under optimal conditions had melting points of 79°C and 57°C, respectively.     

应用响应面方法优化Coniothyrium minitans固态发酵生产生物农药

利用响应面方法对固态发酵生产生物农药盾壳霉 (Coniothyriumminitans)孢子的培养基条件进行了优化研究。响应面分析结果表明 ,淀粉、尿素和KH2 PO4与Coniothyriumminitans的孢子产量存在显著的相关性 ,通过求解回归方程得到优化发酵条件 :当淀粉为 36 .4 3g L ,尿素3.91g L和KH2 PO41.0 2 g L时 ,孢子产量达到理论最大值 9.94× 10 9孢子 g麸皮 ,在摇瓶发酵条件下 ,实际最大孢子产量为 1.0 4× 10 10 孢子 g麸皮     

响应面法优化海洋微生物发酵产生纤溶化合物的培养条件

采用响应面法对海洋微生物长孢葡萄穗霉菌FG216发酵产生纤溶化合物FGFC1 (Fungi fibrinolyticcompound 1)培养条件进行优化.在单因素试验结果的基础上通过Design-Expert软件对培养时间、诱导物添加量、培养温度进行3因素响应面试验设计,以FGFC1产出量为响应值优化菌株FG216的培养条件,并验证响应面预测值与实测值的一致性.结果表明,在培养时间为9d、诱导物添加量为0.5％、培养温度为28℃的最优培养条件下FGFC1产量可达1 978.33 mg/L,实测值与响应面预测值拟合良好,说明通过响应面试验设计对FG216培养条件的优化是有效的.     

响应曲面法优化毛细管区带电泳分析rhEPO的方法

为了在采用国内常用的60cm毛细管柱检测的条件下,能够完全分离检测重组人促红细胞生成素(rhEPO)8个组分,运用响应面分析法(RSM)对《欧洲药典》中规定的rhEPO的毛细管区带电泳检测法所用缓冲液组成作细微调整,以达到pH值操作允许范围略加宽松,易于控制,又保证所有组分清晰分离的目的。数学分析得到的缓冲液组分为:12 mmol/L氯化钠,12 mmol/L麦黄酮,12 mmol/L醋酸钠,3.0 mmol/L腐胺;用此缓冲液,pH值可拓宽至5.2~5.8范围内。实例检测验证结果表明,采用60 cm毛细管柱,在此缓冲液条件下检测样品,pH值在5.2~5.8范围内,rhEPO的8个糖基化形式在38 min内实现了基线分离,各相邻峰间的分离度达1.63~3.29,柱效达每米1.63×105~3.23×105理论塔板数,峰形良好。本研究提供了一个可行、可靠、高效的rhEPO分析方法。     

效应面法优化石榴皮抑菌物的提取工艺

采用单因素和效应面法对石榴皮抑菌物提取条件进行优化,并对结果进行验证。结果发现:最佳提取温度为59℃、时间为73 min、液料比为40∶1(mL/g)。实验证明石榴皮提取物对枯草杆菌具有很强的抑制作用,且所用工艺简单易行,说明效应面优化法建立的数学模型预测结果可靠。     

响应面法优化福鸽霉素发酵培养基

采用Plackett-Burman设计法,对影响纤维堆囊菌So ceMWXAB-125产生福鸽霉素的9个因素进行了筛选。结果表明,影响该菌产生福鸽霉素的主要营养因素为马铃薯淀粉、CaCl2和脱脂奶粉。在此基础上,采用响应面法对其中3个显著因子的最佳水平范围进行研究,利用Design-Expert软件进行二次回归分析得知,马铃薯淀粉、CaCl2和脱脂奶粉的质量浓度分别为8.05、2.72和10.00 g/L时,福鸽霉素的产量从67 mg/L提高到119.98 mg/L。     

响应面法优化产酰胺酶发酵培养基

采用响应面分析方法,对阿萨希丝孢酵母（Trichosporon asahii）ZZB-1产酰胺酶的发酵培养基进行了优化。运用单N子试验筛选出麦芽糖和酵母浸膏为最适碳源、氮源,金属离子Ca^2＋、Mn^2＋可提高发酵酰胺酶产量;通过最陡爬坡实验逼近以上4个因子的最大响应区域后,采用Box—Behnken响应面分析法,确定产酰胺酶最佳发酵培养基为麦芽糖18．84g／L、酵母浸膏9．55g／L、NaC15g／L、KH2PO41g／L、MgSO4·7H2O0．2g／L、FeS040．001g／L、CaC0370．84μmol／L、MnS0465．39肚mo[／L（1％丙烯酸诱导）,NH4·H2O调节pH至7．0。培养基优化后酰胺酶产量由初始2554U／L提高到4156U／L,为原始发酵培养基配方酶活产量的1．63倍。     

响应面法对红法夫酵母合成虾青素主要影响因素的优化

在单因素试验确定了红法夫酵母生物合成虾青素培养基组份的基础上,用响应面法对其浓度进行优化。首先用分式析因设计评价了培养基的各组份对虾青素产量的影响,并找出主要影响因子为蔗糖和酵母粉,二者分别达到了极显著和显著水平。用最陡爬坡路径逼近最大响应区域后,运用旋转中心复合设计及响应面分析,确定了主要影响因子的最佳浓度。其中,蔗糖的最佳浓度为49.8g/L,酵母粉的浓度为9.6g/L。菌株在优化培养基中的虾青素产量为9861μg/L,比优化前增加了近1倍。     

响应面法优化以豆饼粉为基质发酵猪苓菌

为了提高豆饼粉的附加值,以豆饼粉为液体基质发酵猪苓菌。首先用Plackett-Burman方法筛选出影响菌体产量的主要因素,继而采用中心组合设计及响应面分析确定主要影响因子的最佳浓度。通过实验发现,当豆饼粉质量分数为3.7%,蛋白胨质量分数为0.6%,MgSO4质量分数为0.27%时,菌体产量达到最大值47.44 g/L。     

Optimization of the multienzyme system for sucrose biosensor by response surface methodology

An immobilized multienzyme- and cathodic amperometry-based biosensor for sucrose was constructed for the analysis of food and fermentation samples. The multienzyme system, comprising invertase, mutarotase and glucose oxidase (GOD), was immobilized by using glutaraldehyde as cross-linking agent. Operating parameters of the biosensor for the estimation of sucrose in the range 1–10% were standardized. Response surface methodology (RSM) based on three-factor, three-variable design was used to evaluate the effect of important variables (concentration of enzymes, (varied in the range invertase (10–50 IU), mutarotase (5–105 IU) and GOD (1–9 IU)) on the response of biosensor. In the range of parameters studied, response time decreased with decrease in the invertase and with increase in mutarotase and GOD. Mutarotase concentration above 75 IU was found to result in an increased response time due to inhibition of mutarotase by its product -D-glucose. The optimal conditions achieved for the analysis of sucrose were: invertase 10 IU, mutarotase 40 IU, and GOD 9 IU. With these conditions, the predicted and actual experimental response time values were 2.26 and 2.35 min respectively, showing good agreement.     

基于响应面设计脂肪酶Novo435催化合成甘油二酯的工艺优化

以甘油、油酸为原料,优化在无溶剂体系中以固定化脂肪酶Novo435催化合成甘油二酯（diglyceride,DAG）的工艺。系统考察底物摩尔比（油酸／甘油）、反应温度、时间和加酶量等因素对油酸转化率和甘油二酯含量影响的基础上,利用响应面试验设计优化各主效因子,并经回归分析获得最优的工艺条件。所得最优条件：油酸与甘油底物摩尔比2．27、反应温度48．14℃、反应时间6．3h、加酶量1．68％。在此条件下,实验测得油酸转化率为45．42％,甘油二酯质量分数为70．01％,与响应面模型预测值吻合。     

Response surface methodology to optimize the nutritional parameters for enhanced production of jasmonic acid by Lasiodiplodia theobromae

Aims:  To find out the cumulative effect of the nutritional parameters and to enhance the production of jasmonic acid (JA) in static fermentation by Lasiodiplodia theobromae using response surface methodology (RSM).
Method and Results:  Malt extract, sucrose, NaNO₃ and MgSO₄.7H₂O were analysed by a 30-trial central composite design using RSM for optimizing their concentrations in the medium and the effect of their mutual interaction on JA production. Sucrose and NaNO₃ were found highly significant in influencing the JA production. Malt extract and MgSO₄.7H₂O showed an effect on the JA production in interaction with other variables. When the optimum values of the parameters obtained through RSM (19·95 g l⁻¹ malt extract, 50 g l⁻¹ sucrose, 7·5 g l⁻¹ NaNO₃ and 3·51 g l⁻¹ MgSO₄.7H₂O) were applied, 32% increase in JA production (299 mg l⁻¹) was observed in comparison with 225 mg l⁻¹ of JA produced with same media components not analysed by RSM and subsequently validated the statistical model.
Conclusions:  Increase in JA production was achieved by optimizing the nutritional parameters.
Significance and Impact of the Study:  This is the first report of using RSM for optimizing a medium for JA production. It resulted in an increase in JA production without augmentation of costly additives.     

A one‐pot process for synthesis of mitomycin analogs catalyzed by laccase/lipase optimized by response surface methodology

To reach the excellent yield as well as environmental friendliness, an efficient one‐pot process for the synthesis of 2‐methyl‐3‐n‐butylaminoyl‐1,4‐benzoquinone, a mitomycin‐like compound by the domino reaction of 2‐methyl‐1,4‐hydroquinone and butylamine using laccase/lipase as co‐catalysts, has been developed. In this present study, the process proposed here was further improved by optimizing the relevant factors using the response surface methodology based on Box–Benkhen Design. The optimum condition that afforded the highest yield (98%) of 2‐methyl‐3‐n‐butylaminoyl‐1,4‐benzoquinone was obtained as follows: molar ratio of amines to hydroquinones 1.16:1, activity ratio of laccase to lipase 1.14:2, and reaction temperature 38.9°C. The results obtained indicate that this process may be useful as a green alternative method for higher yield production of mitomycin analogs.     

酶法合成2-氧-α-D-葡萄糖基-L-抗坏血酸(AA-2G)条件的研究

采用单因素优化法对环糊精葡萄糖苷转移酶(CGTase)合成糖基抗坏血酸(AA-2G)条件进行优化,AA-2G的产量为2.76 g/L,比未优化前0.46g/L提高了500%。再采用响应面法对AA-2G合成条件进行优化。由Plackett-Burman法筛选出三个主要因素为:pH、V_C和麦芽糊精浓度;由最陡爬坡实验得出最佳响应面区域;最后由Box-Behnken实验,得到最优条件为:pH 5.51,V_C36.16g/L,麦芽糊精28.54 g/L,转化时间24 h,温度37℃。在此条件下,AA-2G的理论产量为3.15 g/L,通过验证实验,得出AA-2G的产量为3.13 g/L,与预测的理论值接近,比单因素优化的结果(2.76g/L)提高了14%。     

响应面法优化荷叶离褶伞菌丝体产漆酶条件

为了对荷叶离褶伞产漆酶条件进行优化,在单因素实验基础上,通过最陡爬坡实验(PB)对培养基8因素进行筛选,获得影响产漆酶的3个显著性因素:葡萄糖,pH和KH₂PO₄;通过中心组合(CCD)设计及响应面分析确定了最优发酵条件:葡萄糖20.09g/L,酪蛋白1.5g/L,酵母提取物1.5g/L,MgSO₄ 3g/L,CuSO₄ 3.75mg/L,KH₂PO₄ 3.97g/L,pH 4.98,VB₁ 0.1g/L,愈创木酚12mg/L,该条件下,漆酶酶活为829.83U/mL,较未优化对照提高46.6%.     

Application of response surface methodology to optimise ultrasonic-assisted extraction of four chromones in Radix Saposhnikoviae

Introduction – Radix Saposhnikoviae is one of the most famous Chinese herbal medicines with many pharmacological activities towards inflammatory symptoms and antioxidation. Chromones are considered as one of the effective components. It is important to find a reasonable method to extract the chromones in S. divaricata. Objective – To develop an ultrasonic‐assisted extraction (UAE) to extract chromones in Radix Saposhnikoviae and to optimise extraction conditions. Methodology – Four chromones (prim‐O‐glucosylcimifugin, cimifugin, 5‐O‐methylvisammioside and sec‐O‐glucosylhamaudol) were extracted by the UAE method combined with response surface methodology (RSM). Box–Behnken design (BBD) was applied to evaluate the effects of three independent variables (ethanol concentration, extraction time and extraction temperature) on the chromones yield of Radix Saposhnikoviae. Results – Correlation analysis of the mathematical‐regression model indicated that a quadratic polynomial model could be employed to optimise the extraction of chromones by UAE method. The optimal conditions to obtain the highest chromones yield of Radix Saposhnikoviae were a solvent of 75% ethanol, an extraction time of 48 min and an extraction temperature of 67°C. Conclusion – Under these optimal conditions, the experimental values agreed closely with the predicted values. The analysis of variance indicated a high goodness of model fit and the success of RSM method for optimising chromones extraction in Radix Saposhnikoviae. Copyright © 2011 John Wiley & Sons, Ltd.     

Use of response surface methodology to optimize culture medium for production of lovastatin by Monascus ruber

Response surface methodology (RSM) was employed to study the effect of culture medium on the production of lovastatin in mixed solid-liquid state (or submerged) cultures by Monascus ruber. The maximal lovastatin yield (131 mg/L, average of three repeats) appeared at the region where the respective concentrations of rice powder, peptone, glycerin, and glucose were around 34.4 g/L, 10.8 g/L, 26.4 ml/L, and 129.2 g/L, respectively. The optimized medium resulted in a significant increase of lovastatin yield, as compared with that obtained by the fermentation of many other M. ruber species.