scholarly journals Improved Production of Sublancin 168 Biosynthesized byBacillus subtilis168 Using Chemometric Methodology and Statistical Experimental Designs

2015 ◽  
Vol 2015 ◽  
pp. 1-9 ◽  
Author(s):  
Shengyue Ji ◽  
Weili Li ◽  
Haiyun Xin ◽  
Shan Wang ◽  
Binyun Cao
Keyword(s):  
Soybean Meal ◽  
Incubation Temperature ◽  
Optimal Combination ◽  
Fermentation Condition ◽  
Box Behnken Design ◽  
Steepest Ascent ◽  
Burman Design ◽  
Fermentation Parameters ◽  
Optimization Of Fermentation ◽  
Plackett Burman Design

Sublancin 168, as a distinct S-linked antimicrobial glycopeptide produced byBacillus subtilis168, is effective in killing specific microorganisms. However, the reported yield of sublancin 168 is at a low level of no more than 60 mg from 1 L fermentation culture ofB. subtilis168 by using the method in the literature. Thus optimization of fermentation condition for efficiently producing sublancin 168 is required. Here, Box-Behnken design was used to determine the optimal combination of three fermentation parameters, namely, corn powder, soybean meal, and temperature that were identified previously by Plackett-Burman design and the steepest ascent experiment. Subsequently, based on the response surface methodology, the quadratic regression model for optimally producing sublancin 168 was developed, and the optimal combination of culture parameters for maximum sublancin 168 production of 129.72 mg/L was determined as corn powder 28.49 g/L, soybean meal 22.99 g/L, and incubation temperature 30.8°C. The results showed that sublancin 168 production obtained experimentally was coincident with predicted value of 125.88 mg/L, and the developed model was proved to be adequate, and the aim of efficiently producing sublancin 168 was achieved.

scholarly journals Optimization of Cultural Conditions for Antioxidant Exopolysaccharides fromXerocomus badiusGrown in Shrimp Byproduct

2016 ◽  
Vol 2016 ◽  
pp. 1-10 ◽  
Author(s):  
Xiujun Gao ◽  
Peisheng Yan ◽  
Xin Liu ◽  
Jianbing Wang ◽  
Jiajia Yu
Keyword(s):  
Antioxidant Activity ◽  
Regression Models ◽  
Antioxidant Activities ◽  
High Yield ◽  
Box Behnken Design ◽  
Steepest Ascent ◽  
Cultural Conditions ◽  
Total Antioxidant ◽  
Burman Design ◽  
Plackett Burman Design

To optimize the production conditions for exopolysaccharides with higher antioxidant activities fromXerocomus badiuscultured in shrimp byproduct medium, Plackett-Burman design, path of steepest ascent, and response surface methodology were explored. Based on the results of Plackett-Burman design and path of steepest ascent, a Box-Behnken design was applied to optimization and the regression models. The optimal cultural condition for high yield and antioxidant activity of the exopolysaccharides was determined to be 10.347% of solid-to-liquid ratio, a 4.322% content of bran powder, and a 1.217% concentration of glacial acetic acid. Culturing with the optimal cultural conditions resulted in an exopolysaccharides yield of4.588±0.346 g/L and a total antioxidant activity of2.956±0.105 U/mg. These values are consistent with the values predicted by the corresponding regression models (RSD < 5%).

Optimization of Fermentation Conditions for Cellulase Production by HDZK-BYTF620 (Aureobasidium pullulans) which is from the Gut of Termites

2014 ◽  
Vol 692 ◽  
pp. 167-171
Author(s):  
Ming Jing Sun ◽  
Li Qing Sun ◽  
Shan Shan Wang ◽  
Kai Zhao
Keyword(s):  
Aureobasidium Pullulans ◽  
Fermentation Medium ◽  
Cellulase Production ◽  
Fermentation Conditions ◽  
Steepest Ascent ◽  
Burman Design ◽  
Major Factors ◽  
Initial Medium ◽  
Optimization Of Fermentation ◽  
Plackett Burman Design

The components of a fermentation medium were optimized to produce cellulose from HDZK-BYTF620 (Aureobasidium pullulans) which is from the gut of termites and can produce cellulose under liquid state fermentation conditions by response surface methodology. By Plackett-Burman design screened out three major factors of strains HDZK-BYTF620 which affected production of the activity cellulose, immediately, CaCl2, MgSO4and CMC-Na. The fermentation conditions were optimized with Box-Behnken experiment and the largest regional of the activity of cellulase was approach with the steepest ascent experiment. The optimum composition of medium addition of CaCl2, MgSO4and CMC-Na was 0.77 g/L, 0.41 g/L and 21.88 g/L, respectively. Under the optimum fermentation medium conditions, the activity of cellulase was (598.00±2.56)×10-3IU/mL, increased 5.0 % to that of using initial medium.

scholarly journals Engineering rice based medium for production of lovastatin with Monascus species

2009 ◽  
Vol 27 (No. 5) ◽  
pp. 352-360 ◽  
Author(s):  
B.P. Panda ◽  
S. Javed ◽  
M. Ali
Keyword(s):  
Blood Lipid ◽  
Red Yeast Rice ◽  
Red Rice ◽  
Box Behnken Design ◽  
Glutinous Rice ◽  
Lower Blood ◽  
Red Mold Rice ◽  
Burman Design ◽  
Plackett Burman Design ◽  
Blood Lipid Levels

Angkak (red mold rice, red yeast rice, Chinese red rice), a traditional Chinese functional food is produced by solid-state fermentation of cooked non-glutinous rice with <i>Monascus</i> species. The secondary metabolite of <i>Monascus</i> species, monacolin K (lovastatin), has been proved to lower blood lipid levels. In this study, the best <i>Monascus purpureus</i> strain was selected from MTCC 369, 410, 1090 based on lovastatin concentration. Four medium parameters (NH<sub>4</sub>Cl, MgSO<sub>4</sub>, NaCl, CaCl<sub>2</sub>) screened by Plackett-Burman design from total nine medium variables were optimised by Box-Behnken design of response surface methodology. Maximum lovastatin production of 3.420 mg/g was predicted in the solid medium containing 20 g rice and 40 ml liquid nutrient (NH<sub>4</sub>Cl 14.32 g/l, MgSO<sub>4</sub> 0.76 g/l, NaCl 14.65 g/l, and CaCl<sub>2</sub> 0.54 g/l) by the point prediction tool of Design Expert Ver. 7.1 software at 14<sup>th</sup> day of fermentation.

scholarly journals Enzymatic Extraction, Purification, and Characterization of Polysaccharides from Penthorum chinense Pursh: Natural Antioxidant and Anti-Inflammatory

2018 ◽  
Vol 2018 ◽  
pp. 1-13 ◽  
Author(s):  
Li-mei Lin ◽  
Ling-jia Zhao ◽  
Jing Deng ◽  
Su-hui Xiong ◽  
Jie Tang ◽  
...  
Keyword(s):  
Radical Scavenging ◽  
Steepest Ascent ◽  
Penthorum Chinense Pursh ◽  
Ft Ir ◽  
Experimental Yield ◽  
Burman Design ◽  
Anti Inflammatory ◽  
Penthorum Chinense ◽  
Optimized Conditions ◽  
Plackett Burman Design

Penthorum chinense Pursh (PCP) is a kind of functional food or medicine for liver protection. In the present work, Plackett-Burman design, steepest ascent method, and response surface methodology (RSM) were employed to obtain maximum total sugar yield. The experimental yield of 6.91% indicated a close agreement with the predicted yield of 7.00% of the model under optimized conditions. The major polysaccharide fraction (PCPP-1a) from PCPP was purified and identified as acidic polysaccharides with a high content of uronic acid (FT-IR, UV, HPGPC). PCPP had similar monosaccharide profile with PCPP-1a but was rich in galacturonic acid (HPLC). Both of PCPP and PCPP-1a possessed strong hydroxyl radical scavenging, DPPH radical scavenging, and Fe2+ chelating activities. Moreover, they were revealed to show strong anti-inflammatory activities by inhibiting NO, TNF-α, and IL-1β release compared to LPS treatment in RAW264.7 cells. These data suggest that the polysaccharides from PCP could be potential natural products for treating ROS and inflammatory-related diseases.

scholarly journals Medium Optimization for Spore Production of a Straw-Cellulose Degrading Actinomyces Strain under Solid-State Fermentation Using Response Surface Method

2020 ◽  
Vol 12 (21) ◽  
pp. 8893
Author(s):  
Huanran Liu ◽  
Dan Zhang ◽  
Xia Zhang ◽  
Chuanzhi Zhou ◽  
Pei Zhou ◽  
...  
Keyword(s):  
Solid State ◽  
Solid State Fermentation ◽  
Inorganic Nitrogen ◽  
Nitrogen Sources ◽  
Spore Production ◽  
Steepest Ascent ◽  
Medium Components ◽  
Burman Design ◽  
Plackett Burman Design ◽  
Central Composite

The strains capable of degrading cellulose have attracted much interest because of their applications in straw resource utilization in solid-state fermentation (SSF). However, achieving high spore production in SSF is rarely reported. The production of spores from Streptomyces griseorubens JSD-1 was investigated in shaker-flask cultivation in this study. The optimal carbon, organic nitrogen and inorganic nitrogen sources were sucrose, yeast extract and urea, respectively. Plackett–Burman design (PBD) was adopted to determine the key medium components, and the concentration levels of three components (urea, NaCl, MgSO4·7H2O) were optimized with the steepest ascent path and central composite design (CCD), achieving 1.72 × 109 CFU/g of spore production. Under the optimal conditions (urea 2.718% w/v, NaCl 0.0697% w/v, MgSO4·7H2O 0.06956% w/v), the practical value of spore production was 1.69 × 109 CFU/g. The determination coefficient (R2) was 0.9498, which ensures an adequate credibility of the model.

Fermentation Conditions Optimization of Anti-Tumor Active Metabolites from Marine Penicillium sp. HGQ6

2011 ◽  
Vol 340 ◽  
pp. 344-350
Author(s):  
Guo Lei ◽  
Wen Cheng Zhu ◽  
Chao Liu
Keyword(s):  
Optimal Conditions ◽  
Inhibition Activity ◽  
Active Metabolites ◽  
Fermentation Conditions ◽  
Burman Design ◽  
Predicted Values ◽  
Initial Medium ◽  
Optimization Of Fermentation ◽  
Plackett Burman Design ◽  
Active Substances

The objectives of this study were to optimize fermentation conditons of anti-tumor active metabolites from marine penicillium sp. HGQ6. Based on the inhibition activity against stomach cancer cell BGC823, firstly, the initial medium was screened, then seven factors including peptone, sucrose, K2HPO4, FeSO4, pH, temperature and agitation were investigated by Plackett-Burman design, and the important variables including pH, temperature and K2HPO4 were optimized by using Response surface methodology (RSM). Experimental results showed that the optimum fermentation conditions were peptone 1%, sucrose 3%, K2HPO4 0.06%, FeSO4 0.001%, pH6.41, temperature 35°C and agitation 180 r·min-1. Under these optimal conditions, the actual inhibition ratio achieved 90.4%, which agreed with the predicted values. This indicated the good feasibility of Plackett-Burman design and RSM in the optimization of fermentation conditions for production of anti-tumor active substances from stain HGQ6.

Enhanced Production of Mycelia by the Medicinal Mushroom Cordyceps militaris Using Plackett-Burman Design and Response Surface Methodology

2011 ◽  
Vol 138-139 ◽  
pp. 1209-1214
Author(s):  
Xiao Yu Liu ◽  
Fan Xing Meng ◽  
Yi Bo Zhang ◽  
Huan He ◽  
Wei Han ◽  
...  
Keyword(s):  
Response Surface Methodology ◽  
Response Surface ◽  
Yeast Extract ◽  
Dry Weight ◽  
Fermentation Medium ◽  
Cordyceps Militaris ◽  
Enhanced Production ◽  
Burman Design ◽  
Optimization Of Fermentation ◽  
Plackett Burman Design

Response surface methodology (RSM) was used for statistical optimization of fermentation medium that influenced the yield of endo-polysaccharide from cultivated mycelia of Cordyceps militaris. First, the Plackett-Burman design was used to evaluate the effects of ten variables including glucose, maltose, peptone, yeast extract, KH2PO4, MgSO4, CaCl2, VB1, inoculum density and medium capacity. Among these variables, glucose, peptone and yeast extract were identified to have the significant effects. Subsequently, response surface methodology based on a five-level three-factor central composite design was employed to determine the maximum dry weight (DW) of mycelial biomass at optimum concentration of glucose, peptone and yeast extract. The mycelia growth was found to correlate to the three parameters that could be represented by second-order polynomial models. The optimal values of the three parameters were determined as 4.62% glucose, 3.36% peptone and 0.43% yeast extract. The prediction DW was 23.727g/L. The actual experimental results were in agreement with the prediction.

DESIGN OF CULTURAL CONDITIONS FOR PRODUCTION OF CHONDROITINASE BY ASPERGILLUS NIGER USING DESIGN OF EXPERIMENTS

INDIAN DRUGS ◽  
2015 ◽  
Vol 52 (06) ◽  
pp. 24-32
Author(s):  
N Kasinathan ◽  
◽  
V. M. Subrahmanyam ◽  
V. R Josyula
Keyword(s):  
Design Of Experiments ◽  
Yeast Extract ◽  
Spinal Cord Injuries ◽  
Box Behnken Design ◽  
Medium Components ◽  
Cultural Conditions ◽  
Burman Design ◽  
Level Of Significance ◽  
Optimized Conditions ◽  
Plackett Burman Design

Chondroitinases are useful in treating cancer and spinal cord injuries. The work reported so far does not focus on production of fungal chondroitinase. The present study focuses on the optimization of cultural conditions using design of experiments for production of chondroitinase by a fungal isolate CHCS-2, obtained from humus containing poultry waste. The cultural conditions were optimized systematically using a one-factor-at-a-time (OFAT) approach, factorial design, Plackett-Burman design (PBD) and Box- Behnken design to identify the composition of the production medium and the level of the variables. The level of significance of the medium components selected by OFAT study viz., yeast extract, chondroitin, and phosphate, was analyzed by factorial studies. The effect of eleven minerals on the enzyme yield was studied by PBD. The interaction among the medium components selected using factorial and PBD viz., yeast extract, cobalt and aluminum was investigated using the Box-Behnken design (BBD). Under the optimized conditions, maximum chondroitinase yield was 22.5 U/mL.

scholarly journals Formulation and Statistical Optimization of Culture Medium for Improved Production of Antimicrobial Compound byStreptomycessp. JAJ06

2013 ◽  
Vol 2013 ◽  
pp. 1-9 ◽  
Author(s):  
Polpass Arul Jose ◽  
Kunjukrishnan Kamalakshi Sivakala ◽  
Solomon Robinson David Jebakumar
Keyword(s):  
Antibiotic Production ◽  
Polynomial Equation ◽  
Optimization Method ◽  
Quadratic Model ◽  
Production Medium ◽  
Box Behnken Design ◽  
Enhanced Production ◽  
Burman Design ◽  
Plackett Burman Design ◽  
Salt Formulation

Streptomycessp. JAJ06 is a seawater-dependent antibiotic producer, previously isolated and characterised from an Indian coastal solar saltern. This paper reports replacement of seawater with a defined salt formulation in production medium and subsequent statistical media optimization to ensure consistent as well as improved antibiotic production byStreptomycessp. JAJ06. This strain was observed to be proficient to produce antibiotic compound with incorporation of chemically defined sodium-chloride-based salt formulation instead of seawater into the production medium. Plackett-Burman design experiment was applied, and three media constituents, starch, KBr, and CaCO3, were recognised to have significant effect on the antibiotic production ofStreptomycesJAJ06 at their individual levels. Subsequently, Response surface methodology with Box-Behnken design was employed to optimize these influencing medium constituents for the improved antibiotic production ofStreptomycessp. JAJ06. A total of 17 experiments were conducted towards the construction of a quadratic model and a second-order polynomial equation. Optimum levels of medium constituents were obtained by analysis of the model and numerical optimization method. When the strain JAJ06 was cultivated in the optimized medium, the antibiotic activity was increased to 173.3 U/mL, 26.8% increase as compared to the original (136.7 U/mL). This study found a useful way to cultivateStreptomycessp. JAJ06 for enhanced production of antibiotic compound.

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