毕赤酵母优化表达外源蛋白策略

毕赤酵母(Pichia pastoris)表达系统是一种异源蛋白表达的理想系统,但目前并非所有的外源蛋白都能在毕赤酵母中成功高效表达,不同的蛋白表现为不同表达水平、生物活性及稳定性。从遗传因素和表达条件综述了外源蛋白在毕赤酵母中的优化表达策略。     

A glycerol-free process to produce biodiesel by supercritical methyl acetate technology: An optimization study via Response Surface Methodology

In this study, fatty acid methyl esters (FAME) have been successfully produced from transesterification reaction between triglycerides and methyl acetate, instead of alcohol. In this non-catalytic supercritical methyl acetate (SCMA) technology, triacetin which is a valuable biodiesel additive is produced as side product rather than glycerol, which has lower commercial value. Besides, the properties of the biodiesel (FAME and triacetin) were found to be superior compared to those produced from conventional catalytic reactions (FAME only). In this study, the effects of various important parameters on the yield of biodiesel were optimized by utilizing Response Surface Methodology (RSM) analysis. The mathematical model developed was found to be adequate and statistically accurate to predict the optimum yield of biodiesel. The optimum conditions were found to be 399 °C for reaction temperature, 30 mol/mol of methyl acetate to oil molar ratio and reaction time of 59 min to achieve 97.6% biodiesel yield.     

Laccase production from oil palm industry solid waste: Statistical optimization of selected process parameters

Oil palm frond parenchyma tissue was used as a solid substrate for the production of laccase via solid‐state fermentation using the white rot fungus Pycnoporus sanguineus. With a rectangular aluminium tray as solid‐state fermentation bioreactor, process parameters such as bed height, moisture and supplemented nitrogen (as urea solution) levels were studied and optimized using a statistical design of experiment. The moisture level exerted a significant effect on the process. The interaction effect observed between bed height and supplemented nitrogen level suggested that uniform distribution of supplemented nitrogen into the substrate bed was important. The proposed regression model sufficiently predicted the process response over the experimental range tested. The optimum parameter combination for laccase production was a 3‐cm bed height, 72% w/w moisture and 0.21% w/v supplemented nitrogen. Laccase productivity remained constant when the tray size was increased from 1.4 to 3.4‐fold.     

Evolutionary and swarm intelligence‐based approaches for optimization of lipase extraction from fermented broth

Evolutionary and swarm intelligence‐based optimization approaches, namely genetic algorithm (GA) and particle swarm optimization (PSO), were utilized to determine the optimal conditions for the lipase extraction process. The input space of the nonlinear response surface model of lipase extraction served as the objective function for both approaches. The optimization results indicate that the lipase activity was significantly improved, more than 20 U/g of dry substrate (U/gds), in both approaches. PSO (133.57 U/gds in the 27th generation) outperforms GA (132.24 U/gds in the 320th generation), slightly in terms of optimized lipase activity and highly in terms of convergence rate. The simple structure associated with the effective memory capability of PSO renders it superior over GA. The proposed GA and PSO approaches, based on a biological phenomenon, are considered as natural and thus may replace the traditional gradient‐based optimization approaches in the field of downstream processing of enzymes.     

尖孢镰刀菌生产蒽醌色素的液体发酵条件研究

优化了尖孢镰刀菌液体发酵生产蒽醌类红色素的发酵条件。通过单因素实验和正交优化实验,确定最佳产色素发酵培养基为：可溶性淀粉30％,(NH4)2SO4 3％,MgSO4 0.3％,KH2PO4 4％,pH 6.0。产色素最适培养条件为：初始pH6.0,装液量20％,接种量10％,吐温-80添加量1％,温度28℃,摇床转速200r/min,发酵周期120h。此条件下,色素效价即可达到8.184U/ml,比优化前提高了1.8倍。国内首次对尖孢镰刀菌所产蒽醌色素进行研究,为其进一步应用奠定基础。     

响应面法优化枯草芽孢杆菌产脂肪酶的合成培养基

对枯草芽孢杆菌(Bacillus subtilis)CICC20034利用合成培养基液体发酵产脂肪酶的条件进行了优化。首先采用单因子实验筛选出最适诱导剂为三丁酸甘油酯,氮源为尿素,碳源为葡萄糖,无机盐为MgSO4。在此基础上,利用Plackett-Burman设计对影响产酶因素的效应进行评价,筛选出具有显著效应的三丁酸甘油酯、尿素、KH2PO4和培养基起始pH值4个最显著的因素。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,获得最适合成培养基组分为:葡萄糖8g/L,尿素8.57g/L,三丁酸甘油酯2.62%,KH2PO42.59g/L,MgSO4.7H2O0.5g/L,TritonX-1000.5g/L,pH9.47。优化后的B.subtilis CICC 20034胞外脂肪酶活力达0.483U/ml,比初始酶活力0.072U/ml提高了6.7倍。     

低温脂肪酶的产酶条件优化及其酶学性质

利用单因素筛选和正交试验对Burkholderia sp. SYBC LIP-Y发酵产酶的液体培养基和发酵条件进行了优化,其优化配方为：可溶性淀粉10 g/L、牛肉膏15 g/L、NaNO3 0.252 g/L、橄榄油40ml/L、Triton x-100 10ml/L、初始pH 7.5、接种量10%(V/V),脂肪酶酶活达到85.23U/ml,是优化前的3.63倍。通过对双水相纯化得到的脂肪酶进行酶学性质研究,确定该酶反应的最适pH为10.0,最适温度为30℃,40℃下保温60min酶活性还有80%以上,该脂肪酶为低温脂肪酶,热稳定性好,具有一定的耐醇性,应用前景广阔。     

Lipase-catalyzed dimethyl adipate synthesis: Response surface modeling and kinetics

Dimethyl adipate (DMA) was synthesized by immobilized Candida antarctica lipase B-catalyzed esterification of adipic acid and methanol. To optimize the reaction conditions of ester production, response surface methodology was applied, and the effects of four factors namely, time, temperature, enzyme concentration, and molar ratio of substrates on product synthesis were determined. A statistical model predicted that the maximum conversion yield would be 97.6%, at the optimal conditions of 58.5°C, 54.0 mg enzyme, 358.0 min, and 12:1 molar ratio of methanol to adipic acid. The R² (0.9769) shows a high correlation between predicted and experimental values. The kinetics of the reaction was also investigated in this study. The reaction was found to obey the ping-pong bi-bi mechanism with methanol inhibition. The kinetic parameters were determined and used to simulate the experimental results. A good quality of fit was observed between the simulated and experimental initial rates.     

Determination of the optimal therapeutic protocols in cancer immunotherapy

Cancer immunotherapy aims at eliciting an immune system response against the tumor. However, it is often characterized by toxic side-effects. Limiting the tumor growth and, concurrently, avoiding the toxicity of a drug, is the problem of protocol design. We formulate this question as an optimization problem and derive an algorithm for its solution. Unlike the standard optimal control approach, the algorithm simulates impulse-like drug administrations. It relies on an exact computation of the gradient of the cost function with respect to any protocol by means of the variational equations, that can be solved in parallel with the system. In comparison with previous versions of this method [F. Castiglione, B. Piccoli, Optimal control in a model of dendritic cell transfection cancer immunotherapy, Bull. Math. Biol. 68 (2006) 255-274; B. Piccoli, F. Castiglione, Optimal vaccine scheduling in cancer immunotherapy, Physica A. 370 (2) (2007) 672-680], we optimize both the timing and the dosage of each administration and introduce a penalty term to avoid clustering of subsequent injections, a requirement consistent with the clinical practice. In addition, we implement the optimization scheme to simulate the case of multi-therapies. The procedure works for any ODE system describing the pharmacokinetics and pharmacodynamics of an arbitrary number of therapeutic agents. In this work, it was tested for a well known model of the tumor-immune system interaction [D. Kirschner, J.C. Panetta, Modeling immunotherapy of tumor-immune interaction, J. Math. Biol. 37 (1998) 235-252]. Exploring three immunotherapeutic scenarios (CTL therapy, IL-2 therapy and combined therapy), we display the stability and efficacy of the optimization method, obtaining protocols that are successful compromises between various clinical requirements.     

Optimization of nutrient parameters for lovastatin production by <Emphasis Type="Italic">Monascus purpureus</Emphasis> MTCC 369 under submerged fermentation using response surface methodology

Lovastatin, an inhibitor of HMG-CoA reductase, was produced by submerged fermentation using Monascus purpureus MTCC 369. Five nutritional parameters screened using Plackett–Burman experimental design were optimized by Box–Behnken factorial design of response surface methodology for lovastatin production in shake flask cultures. Maximum lovastatin production of 351 mg/l were predicted in medium containing 29.59 g/l dextrose, 3.86 g/l NH₄Cl, 1.73 g/l KH₂PO₄, 0.86 g/l MgSO₄·7H₂O, and 0.19 g/l MnSO₄·H₂O using response surface plots and point prediction tool of DESIGN EXPERT 7.0 (Statease, USA) software.