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Objective: To enrich small bioactive compounds from Mailuoning Injection factory effluene by polyether sulfoxide hollow fiber membrane. Methods: The retention rate of the common polymer (protein, tannin, starch, and pectin) and the permeability of the small molecule pharmacodynamic substance chlorogenic acid were the indicators, and the stop time and membrane type in ultrafiltration process were optimized. The temperature, pressure, and feed rate were investigated to determine the influence degree of each factor on the permeability and retention rate, and then the optimum process parameters of the ultrafiltration membrane process were optimized by using Box-Behnken design-response surface method. Results: The sequence of common polymer retention rate from high to low is: the influencing factor A (temperature), B (pressure), C (feed rate), and there was a negative correlation with the temperature. For the chlorogenic acid transmission rate, the influencing factor A (temperature) was larger than B (pressure), and C (feed rate) was lowest. There was a “∩” relationship between chlorogenic acid permeability and pressure at a certain temperature and rate. The results of optimized process were as follows: liquid temperature was 35 ℃, feed rate was 262 mL/min, and membrane pressure was 15.0 psi (1 psi = 6.895 kPa). The chlorogenic acid transmission rate was (91.470 ± 0.988)%, and polymer retention rate was (80.080 ± 2.296)%. The comprehensive score was (85.780 ± 1.641)% and RSD was 0.46%. There was a small difference between the two processes. Conclusion: Hollow fiber membrane, which is a sustainable and green resource utilization, has a good permeability for small bioactive compounds in wastewater, and has excellent retaining effect on common macromolecules.
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Objective: To optimize the preparation technology of phospholipid complex of Carthamus tinctorius (safflower) extract and investigate its permeability. Methods: On the basis of single factor experiment, the preparation process was optimized by using the response surface analysis method, taking the compound rate of phospholipid complex of safflower extract as the index. It was characterized by UV-vis absorption spectrum and infrared spectrum. The modified Franz diffusion cell was used to evaluate the membrane permeability of safflower extract and phospholipid complex of safflower extract with different drug-lipid ratios in vitro. Results: The optimum preparation technology of phospholipid complex of safflower extract was as follows: methanol was used as compound solvent, the concentration of safflower extract was 5.0 mg/mL, and the mass ratio of phospholipid to phospholipid was 1∶1, the reaction time was 1.5 h, and the reaction temperature was 55 ℃. The results of transmembrane experiment showed that the 24-hour cumulative permeability (Q24) of safflower extract phospholipid complex with drug-fat ratio of 2, 1, and 0.5 was (15.07 ± 1.24), (15.61 ± 0.92), (21.94 ± 1.54), and (21.05 ± 1.39) μg/cm2, respectively. Conclusion: The optimized preparation process is reasonable and feasible, and the phospholipid complex of safflower extract can obviously improve its membrane permeability.
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OBJECTIVE: To prepare amoxicillin enteric-coated tablets and study the in vitro release properties. METHODS: The drug-containing pellets were prepared by extrusion-spheronization process. Taking the cumulative release at 15 min as the response value, the optimization test was performed using the common rotation combination design and the optimal formulation was validated. The drug-containing pellets were coated with Eudragit L30D-55 to prepare enteric-coated pellets. The effects of different coating weight gains on the release characteristics of enteric-coated pellets, different amounts of plasticizer on the release characteristics of enteric-coated pellets and tablets, and different hardness of tablets on the release characteristics of enteric-coated tablets were investigated by single factor method. RESULTS: The optimal formulation of the drug-containing pellets determined by response surface analysis method included 5% of croscarmellose sodium, 1.2% of polyoxyethylene 35 castor oil and 1% hydroxypropyl cellulose. The predictive value of the cumulative release at 15 min was close to the measured value. The coating weight gain of Eudragit L30D-55 should be about 20%, the amount of plasticizer should be 30% of solid content of Eudragit L30D-55, and the hardness of tablets was (130 ± 20) N. CONCLUSION: It is reasonable and reliable to optimize the formulation of drug-containing pellets by response surface analysis method. The enteric-coated tablets have good delayed release effect, and this product has the feasibility of industrial production.
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Objective To explore the relationship between social isolation ( SI) and relationship quality(RQ) of college couples at individual and matching level. Methods The SI and average RQ of 187 college couples were surveyed,and a quadratic polynomial regression with response surface analysis was used to conduct the cross-sectional study. Results The scores of SI were ( 1.81± 0.89) in males and ( 1.71 ± 0.80) in females,while the score of average RQ was ( 5.34 ± 0.89).SI had a negative linear correlation (male:r＝－0.21,P＜0.01; female:r＝－0.17,P＜0.05) and a U-shaped correlation (male:β＝0.163,P＜0.01;female:β＝0.186,P＜0.01) with RQ.When SI of the two partners was similar,their matching predicted RQ negatively (β＝－0.62,P＜0.01) and had a U-shaped correlation (β＝0.25,P＜0.01) with RQ,but when they were not,their matching only had a U-shaped correlation (β＝0.45,P＜0.01) with RQ.Conclusion Individ-uals in a relationship or couples may have higher RQ when SI is high.When the couple’s SI is quite differ-ent,the bigger the difference,the higher RQ might be.
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Objective To evaluate Persicae Semen-Rhei Radix et Rhizoma (PS-RRR) of different compatibility of acute blood stasis rats blood rheology and blood coagulation function, and to reveale the effect of PS-RRR for promoting blood circulation to remove blood stasis effect scope, nature, and degree of interaction. Methods With ice water bath and injected adrenaline hydrochloride copy of acute blood stasis rats model, different ratio (0:1, 1:5, 2:5, 2:3, 1:1, 3:2, 5:2, 5:1, and 1:0) of different concentration of PS-RRR was given for later. Through the determination of whole blood viscosity (WBV), blood sedimentation (ESR), erythrocyte aggregation index (EAI), prothrombin time (PT), partial thrombin (APTT), fibrinogen (FIB) content of coagulation, thrombin time (TT), and the blood rheology of blood stasis rats was observed, the influence of the blood coagulation indexes. Then response surface analysis and multi-index comprehensive index method of PS-RRR different compatibility of promoting blood circulation was used to remove blood stasis effect comprehensive comparative analysis. Results The ratio of PS-RRR between 2:3 to 3:2 showed obvious synergy (strength of synergy: -0.8); In PS dose from 5.5-10 g and RRR dose from 2.1-5.8 g area showed the antagonism function (antagonism effect strength maximum: 0.6); While other percentage did not show obvious synergy or antagonism. Conclusion The results of reveal that scope, nature, and degree of PS-RRR for promoting blood circulation to remove blood stasis interaction effect, the and its prescriptions of traditional Chinese medicine (TCM) and clinical use of PS-RRR 1:1 is consistent with the highest frequency of conclusion. PS-RRR provides scientific basis for clinical applications.
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Objective To optimize the extraction process for the polysaccharide from fermented Cordyceps Sinensis powder with response surface methodology.Methods We selected the factors and levels on the basis of single factor experiment,and then designed the experiment with 3 factors and 3 levels based on the principle of Box-Behnken's design.Results The effect of the factors of extraction temperature,time and solid-liquid ratio on extraction ratio was in decreasing sequence.The optimal extraction technology obtained through the classical analysis was as follows:extraction temperature at 95 ℃,the ratio of solid to liquid being 1 ∶ 21,and extraction for 73 min.Under this condition the theoretical extraction rate was 4.31％ and the actual extraction rate was (4.20 ± 0.1)％.Conclusion The obtained values agree with the predicted values of the mathematic models,and the Box-Behnken experimental design is suitable for optimizing the extraction of the polysaccharide from fermented Cordyceps Sinensis powder.
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This study aimed to optimize the ultrasonic extraction of gardenia oils from Gardenia jasminoides Ellis.by response surface analysis methodology (RSM).The duration of extraction,ratio of liquid to materials and extracting times were selected as impact factors based on single-factor experiment.RSM was adopted to learn the effects of the three factors on the extraction rate of Gardenia oil from Gardeniajasminoides Ellis.As a result,it was found that the duration of extraction was 28.7 min,while the ratio of liquid to materials was 11.62:1,and the number of extracting times were 3.36.Under this extracting condition,the average extraction rate of the oil was 13.5％ according to three validation experiments,fitting the predicted value well.In conclusion,it was demonstrated that the ultrasonic extraction method effectively improved the extraction rate of gardenia oil,providing a certain basis for the development and utilization of gardenia oil.
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Objective: Response surface analysis and regulating Donnan effect methodology were used to optimize the matrine concentration by nanofiltration techonology. Methods: On the basis of single factor experiment results, molecular weight cut-off (MWCO) of nanofiltration membrane, concentration and pH were selected as influencing factors to evaluate the retention rate of matrine and total alkaloids with Box-Behnken central composite experiment design, and then, the optimal concentration parameters were calculated in the conditions of pH 6-7 to regulate Donnan effect between alkaloids and nanofiltration membrane. Results: The retention rate of matrine was of positive relevance with the ethanol concentration. The optimal concentration parameters were as follows: cutting off molecular weight of 150, pH of 6.19, concentration of 204.3 μg/mL, ethanol concentration of 15%, the retention rate of matrine and total alkaloids were 94.41% and 97.63%, respectively. Conclusion: The combination of ethanol regulation Donnan effect and response surface analysis can well optimize the concentration process of S. flavescens extract by nanofiltration, and the results provide the references for nanofiltration concentration for heat-sensitive Chinese materia medicia.
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Objective To observe the patients hemodynamic reactions to the different stimula-tions under different blood concentrations of propofol with remifentanil.Exerting the response surface methodology,the half of the maximum effective concentration of propofol and the interaction index of propofol with remifentanil were calculated.Methods A total of 120 patients for scheduled abdominal surgery,randomly divided into 12 groups(n = 10).TCI 12 different concentration combinations of propofol with remifentanil,also the the hemodynamic reactions to harmful stimulations of intubation and incising were observed.The data were analyzed by responding surface analysis.Results The in-teraction index of propofol and remifentanil under intubation was 0.523 0±0.223 7,that under inci-sing 0.361 3±0.148 4,half of the maximum effective concentration of propofol for intutation and in-cising was (6.878 7 ± 1.832 1 ) μg/ml and (4.41 1 6 ± 0.902 5 ) μg/ml respectively. Conclusion Propofol and remifentanil have a synergistic inhibitory effect on harmful cardiovascular reaction among Chinese.During the endotracheal intubation,the requirements of half of the maximum effective concentration of propofol and intensity of the synergy with remifentanil are greater than those during the incising.
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Objective:To optimize the extraction process of total flavonoids in Gynostemma pentaphyllum by the method of response surface analysis ( RSM) . Methods: Based on the choice of factors and levels according to the results of single factor test, Box-Be-hnken response surface experiment was designed with the extraction rate of total flavonoids as the index to obtaln the best operation con-ditions and two equations of the response surface model. Results: The optimal extraction conditions of total flavonoids in Gynostemma pentaphyllum were as follows:the volume fraction of ethanol was 71%, the ratio of solid to liquid was 1∶14, and the ultrasonic time was 32 min. Under the conditions, the model predictive value of extraction rate of total flavonoids in Gynostemma pentaphyllum was 4. 676%, and the extraction rate in the verification test was 4. 641%. Conclusion:The fit of the regression model is good, and the ex-traction technology is feasible and reliable.
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Background & objectives: Rainfall in western sub-Saharan Africa is related to seasonal shifts of the Inter-tropical Convergence Zone, which moves northward early in the year, retreating in the second half of the year. The objective of the present study was to determine significant relationships between onset and retreat timing and climate indices. The relationship between timing and malaria case reporting was then evaluated. Methods: Relationships between published rainfall onset and retreat dates for Nigeria from 1971– 2000 were evaluated in relation to pairs of climate indices using response surface analysis. Graphical representation of the response surface in relation to the underlying data was used to identify instances of overfitting. Association of onset and retreat timing with published case reporting records was evaluated using graphical and correlation analysis. Results: Onset timing and rate of advance were related to ENSO (El Niño-Southern Oscillation), in combination with the Northern Annular Mode (NAM), while retreat timing was related to NAO (North Atlantic Oscillation), in combination with the East Pacific (EP) or West Pacific (WP) index, depending on location. Later onset was associated with faster northward progression of onset. Retreat date at Kano, the most northerly of the study locations, increased over the period 1990–2000, with higher case reporting for Nigeria as a whole being associated with the last three years of that period. Interpretation & conclusion: Rainfall retreat occurs much faster than onset, with onset and retreat timing and rate of onset advance being related to combinations of climate indices rather than to a single index. Threshold for determining a “rainy” day would influence results. The increase in national case reporting with delayed retreat at Kano may be related to the extension of the short transmission period in the north.
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Composition of culture medium for mass production of Mycoplasma hyopneumoniae was optimized using a response surface methodology (RSM). Initially, the influence of glucose, thallium acetate, fresh yeast extract, horse serum, and porcine serum on the production of mycoplasmal protein was assessed using a 'one factor at a time' technique. Next, factors with a significant effect, including fresh yeast extract, and horse and porcine sera, were selected for further optimization using a central composite design (CCD) of RSM. The experimental results were fitted into a second order polynomial model equation. Estimated optimal condition of the factors for maximum production of mycoplasmal protein (i.e., triple-fold increase from 0.8 mg/L produced by basal mycoplasma media to 2.5 mg/L) was 10.9% fresh yeast extract, 15% horse serum, and 31.5% porcine serum (v/v). For the optimized conditions, a 2.96 mg/L experimental result was observed, similar to the estimated optimal conditions result of the CCD.
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Biotechnology/methods , Culture Media/chemistry , Mycoplasma hyopneumoniae/growth & developmentABSTRACT
Response surface analysis (uniform precision of central composite design, SAS 9.1.3 software) was applied to optimize the four major factors (ratio of soybean meal to water, enzyme quantity, fermentation time and inoculation quantity) for soybean meal solid fermentation. According to the change of the hydrolyzation degree of soybean protein, the equation of polynomial regression was established between those factors and the response. The result showed that the optimum condition included as follows: ratio of soybean meal to water 1∶1.00,enzyme quantity 2.55%, fermentation time 65h and inoculation quantity 1.00%. Under the optimum level, the degree of hydrolyzation reached 13.3%, which increased 56% over pre-optimization.
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Fermentation condition optimization of P. decumbens Ju-A10 for production of CMCase using three kinds of plant cellulosic wastes as carbon sources was made using RSA method. The result was that CMCase was the highest when the level of carbon source was 9. 77 % , 8. 69 % and 9. 97% , and liquid volume was 64. 7 mL, 54. 2 mL, 40. 8 mL for carbon sources of millet straw, wheat straw and paper sludge, respectively. The value of CMCase was 29. 26IU/mL, 29. 14 IU/mL, 29. 81 IU/mL, respectively, in the above cases. The value of R2 is 0. 9117 , 0. 9246, 0. 8655 , respectively. It could be concluded that the fermentation models were quite reliable. The method can be applied in optimization of fungi fermentation medium.
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The optimum medium for Lactobacillus M7 was systematically studied with SAS system. Firstly, the prime factors affecting lactic acid yield were selected by means of Plackett-Burman design; secondly, the pnme facias were optimized by response rurface analysis. Under the optimum level determined, the yield is increased by 15%.