scholarly journals Sequential Statistical Optimization of Media Components for the Production of Glucoamylase by Thermophilic Fungus Humicola grisea MTCC 352

2014 ◽  
Vol 2014 ◽  
pp. 1-9 ◽  
Author(s):  
Vinayagam Ramesh ◽  
Vytla Ramachandra Murty
Keyword(s):  
Yeast Extract ◽  
Soluble Starch ◽  
Thermophilic Fungus ◽  
Steepest Ascent ◽  
Proposed Model ◽  
The Media ◽  
Burman Design ◽  
Humicola Grisea ◽  
Plackett Burman Design ◽  
Important Enzyme

Glucoamylase is an industrially important enzyme which converts soluble starch into glucose. The media components for the production of glucoamylase from thermophilic fungus Humicola grisea MTCC 352 have been optimized. Eight media components, namely, soluble starch, yeast extract, KH2PO4, K2HPO4, NaCl, CaCl2, MgSO4·7H2O, and Vogel’s trace elements solution, were first screened for their effect on the production of glucoamylase and only four components (soluble starch, yeast extract, K2HPO4, and MgSO4·7H2O) were identified as statistically significant using Plackett-Burman design. It was fitted into a first-order model (R2=0.9859). Steepest ascent method was performed to identify the location of optimum. Central composite design was employed to determine the optimum values (soluble starch: 28.41 g/L, yeast extract: 9.61 g/L, K2HPO4: 2.42 g/L, and MgSO4·7H2O: 1.91 g/L). The experimental activity of 12.27 U/mL obtained was close to the predicted activity of 12.15. High R2 value (0.9397), low PRESS value (9.47), and AARD values (2.07%) indicate the accuracy of the proposed model. The glucoamylase production was found to increase from 4.57 U/mL to 12.27 U/mL, a 2.68-fold enhancement, as compared to the unoptimized medium.

Plackett-Burman Design for Media Nutrients of Biocontrol Lysinibacillus xylanilyticus BPM1 against Aflatoxin

2014 ◽  
Vol 522-524 ◽  
pp. 295-298
Author(s):  
Kai Wang ◽  
Pei Sheng Yan ◽  
Li Xin Cao
Keyword(s):  
Biological Control ◽  
Yeast Extract ◽  
Antagonistic Activity ◽  
Medium Composition ◽  
Peanut Hulls ◽  
Two Factors ◽  
Burman Design ◽  
Soya Peptone ◽  
Plackett Burman Design ◽  
Biocontrol Bacterium

Aflatoxins (AFs) are a series of highly toxic and carcinogenic secondary metabolites. In order to eliminate AFs contamination, biological control is one of the more promising techniques. In this study, we describe the optimization of media nutrients for the selected biocontrol bacterium, Lysinibacillus xylanilyticus strain BPM1. The strain was isolated from the peanut hulls in Shandong Province, China and exhibited antagonistic activity against aflatoxins. Maltose and sucrose were identified as best carbon source, while soya peptone and yeast extract as nitrogen source led to the highest OD600 observations. Medium composition was optimized using Plackett-Burman design, which was applied to find the key ingredients. The results revealed that the most significant two factors which were more effective in the fermentation of L. xylanilyticus BPM1 were soya peptone and yeast extract.

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.

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.

scholarly journals Optimization of Fungal Dextranase Production and Its Antibiofilm Activity, Encapsulation and Stability in Toothpaste

Molecules ◽  
2020 ◽  
Vol 25 (20) ◽  
pp. 4784 ◽  
Author(s):  
Nucharee Juntarachot ◽  
Duangporn Kantachote ◽  
Sartjin Peerajan ◽  
Sasithorn Sirilun ◽  
Chaiyavat Chaiyasut
Keyword(s):  
Dental Caries ◽  
Yeast Extract ◽  
Suitable Condition ◽  
Alginate Beads ◽  
Antibiofilm Activity ◽  
Inoculum Age ◽  
Burman Design ◽  
Plackett Burman Design ◽  
Plaque Biofilm ◽  
Significant Factors

Dextranase catalyzes the degradation of the substrate dextran, which is a component of plaque biofilm. This enzyme is involved in antiplaque accumulation, which can prevent dental caries. The activity of crude dextranase from Penicillium roquefortii TISTR 3511 was assessed, and the maximum value (7.61 unit/g) was obtained at 37 °C and pH 6. The Plackett–Burman design was used to obtain significant factors for enhancing fungal dextranase production, and three influencing factors were found: Dextran, yeast extract concentration and inoculum age. Subsequently, the significant factors were optimized with the Box–Behnken design, and the most suitable condition for dextranase activity at 30.24 unit/g was achieved with 80 g/L dextran, 30 g/L yeast extract and five day- old inoculum. The use of 0.85% alginate beads for encapsulation exhibited maximum dextranase activity at 25.18 unit/g beads, and this activity was stable in toothpaste for three months of testing. This study explored the potential production of fungal dextranase under optimal conditions and its encapsulation using alginate for the possibility of applying encapsulated dextranase as an additive in toothpaste products for preventing dental caries.

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 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 STATISTICAL OPTIMIZATION OF MEDIUM COMPONENTS BY PLACKETT BURMAN DESIGN AND RESPONSE SURFACE METHODOLOGY FOR ENHANCED ANTIOXIDANT ACTIVITY BY XYLARIA FEEJEENSIS HMJAU22039

2016 ◽  
Vol 8 (11) ◽  
pp. 159
Author(s):  
Durga Rebbapragada ◽  
Rajagopal Kalyanaraman
Keyword(s):  
Antioxidant Activity ◽  
Response Surface ◽  
Yeast Extract ◽  
Total Phenolic Content ◽  
Phenolic Content ◽  
Statistical Optimization ◽  
Antioxidant Potential ◽  
Total Phenolic ◽  
Burman Design ◽  
Plackett Burman Design

Objective: To enhance the antioxidant potential of Xylaria feejeensis by statistical optimization. The components of potato dextrose yeast extract (PDYEB) medium: potato infusion, dextrose and yeast extract were investigated to optimize antioxidant activity by Plackett-Burman design (P-B design). The interaction between the critical components of the medium and incubation time was further investigated by Response Surface Method (RSM) and the culture conditions were optimized for enhancing antioxidant activity. Central composite design (CCD) was employed and quadratic response surface model was used to analyze the data using analysis of variance (ANOVA).Methods: The antioxidant potential was measured by 1-1diphenyl-2-picryl-hydrazil (DPPH) radical scavenging assay, nitric oxide (NO) scavenging assay. The antioxidant activity was compared with total phenolic content measured by Folin-Ciocalteau (FC) reagent based assay.Results: Plackett-Burman design revealed dextrose and yeast extract to be the most significant components of PDYEB medium (p<.0001). ANOVA analysis showed that the model was highly significant (p<0.0001) for antioxidant activity measured by DPPH, NO scavenging and TPC (total phenolic content). The model was justified by applying the optimized conditions and values of 87.38%, 56.43%, 27.28 mg/g for DPPH, NO scavenging and TPC respectively were obtained. The estimated optimum conditions of the variables for the antioxidant activity and phenolic content are 12.72g of dextrose, 1.67g yeast extract, and incubation period of 23.43 d.Conclusion: The study highlights the importance of various components of the medium and the physiochemical limitations in antioxidant potential and phenol production of the fungal strain. 

Valorization of de-oiled cakes for xylanase production and optimization using central composite design by Trichoderma koeningi isolate

2017 ◽  
Vol 42 (3) ◽  
Author(s):  
Ramesh Bandikari ◽  
Umamahesh Katike ◽  
Naga Sivudu Seelam ◽  
Vijaya Sarathi Reddy Obulam
Keyword(s):  
Central Composite Design ◽  
18S Rrna ◽  
Fermentation Medium ◽  
Xylanase Production ◽  
Corn Cobs ◽  
Medium Components ◽  
The Media ◽  
Burman Design ◽  
Plackett Burman Design ◽  
Central Composite

AbstractAimEvaluation of the medium components and conditions for the optimization of xylanase production in submerged fermentation byMethodswas identified by the 18s rRNA. NaOH pre-treated corn cobs were used in order to reduce the crystallinity of corn cobs. De-oiled cakes proximate composition was analyzed according to AOAC. Plackett-Burman design (PBD) was used to screen the 19 media variables that affect xylanase production and optimized the media by central composite design (CCD).ResultsThe isolate was identified asConclusionNaOH pre-treated corn cobs were used with mustard cake powder as fermentation medium constituent to induce the xylanase production. From the results we conclude that mustard cake induced the xylanase production.

scholarly journals Response surface optimization of medium composition for xylitol production by Debaryomyces hansenii var hansenii using corncob hemicellulose hydrolysate

2013 ◽  
Vol 19 (3) ◽  
pp. 377-384 ◽  
Author(s):  
S. Ramesh ◽  
R. Muthuvelayudham ◽  
Rajesh Kannan ◽  
T. Viruthagiri
Keyword(s):  
Response Surface ◽  
Yeast Extract ◽  
Debaryomyces Hansenii ◽  
Positive Influence ◽  
Medium Composition ◽  
Xylitol Production ◽  
Hemicellulose Hydrolysate ◽  
Response Surface Optimization ◽  
Burman Design ◽  
Plackett Burman Design

Optimization of the culture medium for xylitol production using Debrayomyces hansenii var hansenii was carried out. The optimization of xylitol production using corncob hemicelluloses hydrolysate as substrate was performed with statistical methodology based on experimental designs. The screening of nine nutrients for their influence of xylitol production to achieved using a Plackett-Burman design. MgSO4.7H2O, KH2PO4, (NH4)2SO4, yeast extract were selected for based on their positive influence on xylitol production. The selected components were optimized using Response Surface Methodology (RSM). The optimum conditions are: MgSO4.7H2O - 1.02 g/l, (NH4)2SO4 - 3.94 g/l, KH2PO4- 2.74 g/l and yeast extract - 3.45 g/l. These conditions are validated experimentally which revealed an enhanced xylitol yield of 0.76 g/g.

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