Optimization of a capillary zone electrophoresis method by using a central composite factorial design for the determination of codeine and paracetamol in pharmaceuticals

Capillary zone electrophoresis was optimized to quantitatively determine codeine and paracetamol via central composite factorial design. Critical parameters (concentration, buffer, pH, voltage) assessed effects on resolution, analysis time and efficiencies. Optimum separation conditions were achieved using phosphate buffer 20 mM (pH 6.8) and voltage (15 kV). The optimized procedure easily determined codeine and paracetamol with separation in less than 3 min. Calibration curves (R > 0.999) were prepared, with LODs of 13.5 and 340 ng mL(-1) for codeine and paracetamol, respectively, and a good R.S.D.% (<3%). This method was applied to determine codeine and paracetamol in pharmaceutical formulations; recoveries coincided with stated contents.     

Postprandial Dynamics of Plasma Glucose,Insulin, and Glucagon in Patients with Type 2 Diabetes Treated with Saxagliptin Plus Dapagliflozin Add-On to Metformin Therapy

ObjectiveTo analyze changes in plasma glucose, insulin, and glucagon in relation to glycemic response during treatment with dual add-on of saxagliptin (SAXA) plus dapagliflozin (DAPA) to metformin XR (MET) compared with SAXA add-on or DAPA add-on alone to MET in patients with type 2 diabetes mellitus (T2DM) poorly controlled with MET.MethodsDouble-blind trial in adults with glycated hemoglobin (HbAlc) ≥ 8.0 to ≤ 12.0% randomized to SAXA 5 mg/day plus DAPA 10 mg/day (n = 179), or SAXA 5 mg/day and placebo (n = 176), or DAPA 10 mg/day and placebo (n = 179) added to background MET ≥ 1,500 mg/ day. The mean change from baseline in the area under the curve from 0 to 180 minutes (AUC_{0-180 min}) was calculated for glucose, insulin, and glucagon obtained during a liquid meal tolerance test (MTT).ResultsGlucose AUC_{0-180 min} an was reduced more from baseline with SAXA + DAPA + MET (-12,940 mg/dL) compared with SAXA + MET (-6,309 mg/dL) and DAPA + MET (-11,247 mg/dL). Insulin AUC_{0-180 min} significantly decreased with SAXA + DAPA + MET (-1,120 μU/mL) and DAPA + MET (-1,019 μU/mL) and increased with SAXA + MET (661 μU/mL). Glucagon AUC_{0-180 min} only increased with DAPA + MET (2,346 pg/mL). The changes in glucose (P < .0001) and insulin (P = .0003) AUC_{0-180 min} correlated with change in HbA1c, whereas the change in glucagon AUC_{0-180 min} min did not (P = .27).ConclusionsWhen added to background MET, the combination of SAXA + DAPA provided additional reductions in glucose AUC_{0-180 min} and HbA1c without the increase in insulin seen with SAXA and without the increase in glucagon seen with DAPA. Changes in insulin and glucose but not glucagon AUC_{0-180 min} correlated with change in HbA1c. (Endocr Pract. 2014;20:1187-1197)     

Optimization of culture conditions for the production of Pleuromutilin from Pleurotus Mutilus using a hybrid method based on central composite design, neural network, and particle swarm optimization

This study aims at optimizing the culture conditions (agitation speed, temperature and pH) of the Pleuromutilin production by Pleurotus mutilus. A hybrid methodology including a central composite design (CCD), an artificial neural network (ANN), and a particle swarm optimization algorithm (PSO) was used. Specifically, the CCD and ANN were used for conducting experiments and modeling the non-linear process, respectively. The PSO was used for two purposes: Replacing the standard back propagation in training the ANN (PSONN) and optimizing the process. In comparison to the response surface methodology (RSM) and to the Bayesian regularization neural network (BRNN), PSONN model has shown the highest modeling ability. Under this hybrid approach (PSONN-PSO), the optimum levels of culture conditions were: 242 rpm agitation speed; temperature 26.88 and pH 6.06. A production of 10,074 ± 500 ??g/g, which was in very good agreement with the prediction (10,149 ??g/g), was observed in verification experiment. The hybrid PSONN-PSO gave a yield of 27.5% greater than that obtained by the hybrid BRNN-PSO. This work shows that the combination of PSONN with the generic PSO algorithm has a good predictability and a good accuracy for bio-process optimization. This hybrid approach is sufficiently general and thus can be helpful for modeling and optimization of other industrial bio-processes.     

Optimisation of a microwave-assisted method for extracting withaferin A from Withania somnifera Dunal. using central composite design

Introduction – Recently, there have been growing attention on the modification and optimisation of new extraction and quantification methods, caused by the lack of environmentally friendly methodologies for the extraction of phytochemicals from complex matrices. In the case of pharmaceutical compounds, not only the extraction procedure but also the analysis method should be efficient, precise, fast and easy. Objectives – The essential pharmaceutical characteristics and trace concentration of withanolides led us to modify and optimise the previously reported extraction and quantification procedure for withaferin A (WA) as a candidate for withanolides. Matrial and methods – The WA from the air‐dried aerial part of Withania somnifera Dunal. was extracted using a microwave‐assisted extraction (MAE) technique. Four variables affecting the extraction procedure were optimised using the central composite design approach. The method of high‐performance thin‐layer chromatography assay was validated and applied for the quantification of each experiment. Results – The optimum values of factors were: extraction time (150 s), extraction temperature (68°C) and 17 mL of methanol : water in the ratio 25 : 75 as extracting solvent. The solvent system consisted of ethyl acetate : toluene : formic acid : 2‐propanol (7.0 : 2.0 : 0.5 : 0.5, v/v/v/v), and densitometric scanning at 220 nm was applied for the analysis. The dynamic linear range, LOD, LOQ and recovery with the inter‐day, and intra‐day RSDs of the developed method indicated the validity of the method. Conclusion – A pressurised MAE method for extracting WA from the plant's aerial part was optimised using factorial‐based design. The net effect of time, temperature, solvent volume and its ratio suggests that the yield of WA increases until each factor reaches its optimum value, and decreases with further increase in temperature or solvent ratio. Copyright © 2010 John Wiley & Sons, Ltd.     

Optimization of gene delivery to HEK293T cells by microporation using a central composite design methodology

Microporation is an efficient method for delivering plasmid DNA molecules into cultured cells. Herein, we present the optimization of gene delivery by microporation using a Central Composite Design methodology. It was given relevance not only to the transfection efficiency but also to the cell recovery. Different amounts of DNA (1 and 3 μg) mainly affected cell viabilities and cell recoveries, which decrease from 93 to 76% and from 47 to 25% respectively, when higher DNA quantity is used. With this work we suggest an easy methodology to improve transfection of mammalian cells underlining the feasibility to achieve 60% of gene delivery efficiencies whilst recovering 50% of cells, with 90% of viability.     

利用中心组合设计方法研究维生素对乳酸生产的影响

顺序采用两水平分式析因设计、最速上升法以及中心组合响应曲面方法研究了维生素B1、维生素B2、烟酸、盐酸吡哆醛和生物素对拟干酪乳杆菌(Lactobacillus paracasei)合成乳酸的影响,并利用数据分析软件(Statistical Analysis System,SAS)对数据进行处理。结果表明,维生素B1和生物素对L.paracasei的生长及产酸有比较显著的促进作用,维生素的最佳组合是:维生素B10.053mg/L、维生素B20.01mg/L、烟酸4.0mg/L、盐酸吡哆醛0.2mg/L、生物素0.075mg/L。     

Developement of serum-free media in CHO-DG44 cells using a central composite statistical design

A serum free medium was developed for the production of recombinant antibody against Botulinum A (BoNTA) using dihydrofolate reductase deficient Chinese Hamster Ovary Cells (CHO-DG44) in suspension culture. An initial control basal medium was prepared, which was similar in composition to HAM’s F12: IMDM (1:1) supplemented with insulin, transeferrin, selenium and a lipid mixture. The vitamin concentration of the basal medium was twice that of HAM’s F12: IMDM (1:1). CHO-DG44 cells expressing S25 antibody grew from 2 × 10⁵ cells to maximum cell density of 1.04 × 10⁶ cells/ml after 5 days in this control medium. A central composite design was used to identify optimal levels and interaction among five groups of medium components. These five groups were glutamine, Essential Amino Acids (EAA), Non Essential Amino Acids (NEAA), Insulin, Transferrin, Selenium (ITS), and lipids. Fifty experiments were carried out in four batches, with two controls in each batch. There was little effect of ITS and Lipid concentrations over the range studied, and glutamine concentration showed a strong interaction with EAA. The optimal concentrations of the variables studied were 2.5 mM Glutamine, 7.4 mM (2×) EAA, 1.4 mM (0.5×) NEAA, 1× ITS supplement, 0.7× Lipids supplement. The maximum viable cell density attained in the optimized medium was 1.4 × 10⁶ cells/ml, a 35% improvement over the control culture, while the final antibody titer attained was 22 ± 3.4 μg/mL, a 50% improvement.     

Optimization of pH induced flocculation of marine and freshwater microalgae via central composite design

Microalgae harvesting via pH induced flocculation along with utilization of recovered medium after flocculation is one of the most economical methods for separating the microalgal biomass in order to reduce the dewatering cost. In this study, optimization of marine and freshwater microalgae flocculation by pH adjustment was investigated via central composite design methodology. One molar of KOH and NaOH solutions were used to increase the pH level of the microalgal culture. Increasing pH value of the medium provided the highest flocculation efficiency up to 92.63 and 86.18% with pH adjusted to 10.5 with KOH and NaOH solutions for marine microalgae Nannochloropsis oculata and freshwater microalgae Chlorella minutissima, respectively. Also, it was revealed that microalgae cells were still alive after flocculation process and their biochemical composition was not changed, and flocculated medium can be used again for the next microalgal production. According to the results, it can be said that this method is cheap and effective, simple to operate and provides the utilization of flocculated medium again.     

Optimization of medium composition for alkali-stable xylanase production by Aspergillus fischeri Fxn 1 in solid-state fermentation using central composite rotary design

Response surface methodology and central composite rotary design (CCRD) was employed to optimize a fermentation medium for the production of alkali-stable cellulase-free xylanase by Aspergillus fischeri in solid-state fermentation at pH 9.0 with wheat bran as substrate. The four variables involved in this study were sodium nitrite, potassium dihydrogen phosphate, magnesium sulphate and yeast extract. The statistical analysis of the results showed that, in the range studied, only sodium nitrite had a significant effect on xylanase production. The optimized medium containing (in g/l) NaNO(2)-7.0, K2HPO(4)-1.0, MgSO(4)-0.5 and yeast extract-5.0 resulted in 1.9-fold increased level of alkali-stable xylanase (1024 U/g wheat bran) production compared to initial level (540 U/g) after 72 h of fermentation, whereas its value predicted by the quadratic model was 931 U/g. The level of protease activity was considerably decreased in optimized medium, thus helping to preserve the xylanase activity and demonstrating another advantage of applying statistical experimental design.     

中心复合实验设计法优化重组毕赤酵母表达猪胰岛素前体的培养基和诱导pH

毕赤酵母中猪胰岛素前体(Porcine Insulin Precursor,PIP)的表达受到培养基组成及培养环境的影响。本文首先通过部分因子法设计实验,筛选出影响PIP表达的显著因子。实验结果表明,在试验范围内,甲醇补料量和硫酸铵浓度为正效应因子,诱导pH为负效应因子。在此基础上,经过快速登高法逼近显著因子的最优值后,再在此值附近利用中心复合法设计实验,最终得到了PIP表达的最佳条件。经过多批次实验验证,在此条件下PIP的表达量为120.4mg/L,比优化前的值41.5mg/L提高了将近两倍。     

Optimization of medium for the production of a novel aquaculture probiotic,<Emphasis Type=Italic>Micrococcus</Emphasis> MCCB 104 using central composite design

A marine isolate ofMicrococcus MCCB 104 has been identified as an aquaculture probiotic antagonistic toVibrio. In the present study different carbon and nitrogen sources and growth factors in a mineral base medium were optimized for enhanced biomass production and antagonistic activity against the target pathogen,Vibrio harveyi, following response surface methodology (RSM). Accordingly the minimum and maximum limits of the selected variables were determined and a set of fifty experiments programmed employing central composite design (CCD) of RSM for the final optimization. The response surface plots of biomass showed similar pattern with that of antagonistic activity, which indicated a strong correlation between the biomass and antagonism. The optimum concentration of the carbon sources, nitrogen sources, and growth factors for both biomass and antagonistic activity were glucose (17.4 g/L), lactose (17 g/L), sodium chloride (16.9 g/L). ammonium chloride (3.3 g/L), and mineral salts solution (18.3 mL/L).     

Modeling and optimization of lipase-catalyzed production of succinic acid ester using central composite design analysis

Esterification of succinic acid with oleyl alcohol catalyzed by immobilized Candida antarctica lipase B (Novozym 435) was investigated in this study. Response surface methodology (RSM) based on a five-level, four-variable central composite design (CCD) was used to model and analyze the reaction. A total of 21 experiments representing different combinations of the four parameters including temperature (35–65°C), time (30–450 min), enzyme amount (20-400 mg), and alcohol:acid molar ratio (1:1-8:1) were generated. A partial cubic equation could accurately model the response surface with a R² of 0.9853. The effect and interactions of the variables on the ester synthesis were also studied. Temperature was found to be the most significant parameter that influenced the succinate ester synthesis. At the optimal conditions of 41.1°C, 272.8 min, 20 mg enzyme amount and 7.8:1 alcohol:acid molar ratio, the esterification percentage was 85.0%. The model can present a rapid means for estimating the conversion yield of succinate ester within the selected ranges.     

A method for quantifying the gene flow that results from a single bumblebee visit using transgenic oilseed rape,Brassica napus L. cv. Westar

Genetically modified plants containing selectable markers offer a unique opportunity for pollination biologists to investigate some of the major, but intractable questions about paternity distributions and their causes. Here, a method is reported that uses transgenic plants to enable the quantification of the outcrossed fertilizations that result from a single pollinator visit. Gene flow mediated by worker bumblebees (Bombus terrestris) was studied among plants of oilseed rape (Brassica napus L. cv. Westar) where transgenic paternity in seeds of a non-transgenic plant was manifested as herbicide resistance. Overall, 91% of the resistant seeds resulted from the first four flowers that were visited after the bumblebee left the transgenic plant, and none was found beyond the 14th successively visited flower. The possibilities for developing the method to address various questions in pollination biology are discussed.     

Optimization of process variables by central composite design for the immobilization of urease enzyme on functionalized gold nanoparticles for various applications

In the present study, enzyme urease has been immobilized on amine-functionalized gold nanoparticles (AuNPs). AuNPs were synthesized using natural precursor, i.e., clove extract and amine functionalized through 0.004 M l-cysteine. Enzyme (urease) was extracted and purified from the vegetable waste, i.e., seeds of pumpkin to apparent homogeneity (sp. activity 353 U/mg protein). FTIR spectroscopy and transmission electron microscopy was used to characterize the immobilized enzyme. The immobilized enzyme exhibited enhanced activity as compared with the enzyme in the solution, especially, at lower enzyme concentration. Based on the evaluation of activity assay of the immobilized enzyme, it was found that the immobilized enzyme was quite stable for about a month and could successfully be used even after eight cycles having enzyme activity of about 47%. In addition to this central composite design (CCD) with the help of MINITAB^? version 15 Software was utilized to optimize the process variables viz., pH and temperature affecting the enzyme activity upon immobilization on AuNPs. The results predicted by the design were found in good agreement (R ² = 96.38%) with the experimental results indicating the applicability of proposed model. The multiple regression analysis and ANOVA showed the individual and cumulative effect of pH and temperature on enzyme activity indicating that the activity increased with the increase of pH up to 7.5 and temperature 75 °C. The effects of each variables represented by main effect plot, 3D surface plot, isoresponse contour plot and optimized plot were helpful in predicting results by performing a limited set of experiments.     

A new method for quantifying keratinocyte differentiation using immunofluorescent staining of involucrin and cytofluorography

Involucrin is a precursor protein of detergent-insoluble cornified envelope and a marker of terminal differentiation of epidermal keratinocytes. To quantify differentiation of cultured human keratinocytes, the population of involucrin-positive cells was estimated by immunofluorescent staining using anti-involucrin antibody and flow cytometry. Normal human keratinocytes were cultured under three conditions for induction of differentiation: low Ca2+ concentration (0.1 mM Ca2+), high Ca2+ concentration (1.8 mM Ca2+), and high Ca2+ concentration with 10% fetal bovine serum (FBS). The relationship between fluorescence intensity and involucrin synthesis was confirmed by visual examination of sorted cells. The population of involucrin-positive cells increased from 7.2 to 18.1% by elevating Ca2+ concentration and to 37.0% by adding FBS. The extent of cornified envelope formation under the same culture conditions was consistent with the estimation of involucrin-positive cells. The cytofluorographic analysis of involucrin synthesis made it possible to determine the number of differentiated cells in a large number of samples precisely and reliably. Thus, it is a useful method for quantifying keratinocyte differentiation.     

A method for determination of pyridine nucleotides using a single extract

Intracellular redox levels play an important role in physiology and pathophysiology. The principal intracellular reductant is NADPH, which is required for both the proper activity of the entire antioxidant system and important prooxidant enzymes such as nitric oxide synthase and NADPH oxidase. Thus an easy and accurate measurement of NADPH is very desirable. The method described in this paper is based on the fact that NADH and NADPH (not NAD(+) and NADP(+)) affect absorbance at 340 nm. A single cell extract is separated into three aliquots (A(1), A(2), and A(3)). A(1) is untreated and the absorbance at 340 nm is measured. A(2) is treated with an enzyme that converts all of the NADP(+) to NADPH and then the absorbance at 340 nm is measured. A(3) is treated with an enzyme that converts all of the NADPH to NADP(+) and then the absorbance at 340 nm is measured. A(1) - A(3) is the NADPH content and A(2) - A(1) is the NADP(+) content of the extract. Using this method, we have obtained full recovery of all added nucleotides from cell extracts, thus making the method suitable for the quick determination of NADP(+) and NADPH in living cells. We conclude that this method for the measurement of NADP(+) and NADPH is rapid, simple, accurate, and reliable.     

Centella asiatica L. callus mediated biosynthesis of silver nanoparticles,optimization using central composite design,and study on their antioxidant activity

Plant Cell, Tissue and Organ Culture (PCTOC) - This study proposes the tenacious vitality for biomass production and eco-friendly, cost-effective, renewable silver nanoparticles (AgNPs)...     

Optimization of cellulase-free xylanase production by alkalophilic Cellulosimicrobium sp. CKMX1 in solid-state fermentation of apple pomace using central composite design and response surface methodology

Microbial xylanases and associated enzymes degrade the xylans present in lignocellulose in nature. Xylanase production by Cellulosimicrobium sp. CKMX1, isolated from mushroom compost, produced a cellulase-free extracellular endo-1, 4-β-xylanase (EC 3.2.1.8) at 35 °C and pH 8.0. Apple pomace—an inexpensive and abundant source of carbon—supported maximal xylanase activity of 500.10 U/g dry bacterial pomace (DBP) under solid state fermentation. Culture conditions, e.g., type of medium, particle size of carbon source, incubation period, temperature, initial pH, and inoculum size, were optimized and xylanase activity was increased to 535.6 U/g DBP. CMCase, avicelase, FPase and β-glucosidase activities were not detected, highlighting the novelty of the xylanase enzyme produced by CKMX1. Further optimization of enzyme production was carried out using central composite design following response surface methodology with four independent variables (yeast extract, urea, Tween 20 and carboxymethyl cellulose), which resulted in very high levels of xylanase (861.90 U/g DBP). Preliminary identification of the bacterial isolate was made on the basis of morphological and biochemical characters and confirmed by partial 16Sr RNA gene sequencing, which identified CKMX1 as Cellulosimicrobium sp. CKMX1. A phylogenetic analysis based on the 16Sr RNA gene sequence placed the isolate within the genus Cellulosimicrobium, being related most closely to Cellulosimicrobium cellulans strain AMP-11 (97% similarity). The ability of this strain to produce cost-effective xylanase from apple pomace on a large scale will help in the waste management of apple pomace.