SlideShare una empresa de Scribd logo
1 de 27
Optimization of Solid Fermentation Medium
Composition by Simplex Centroid Mixture Design
Method for Lipase Production using a New
Penicillium sp. and Agroindustrial Subproducts as
Substrates
Camilo Teixeira, Débora Moreira, Paula Speranza, Gabriela Macedo
Food Science Department, School of Food Engineering (FEA), University
of Campinas (UNICAMP)
Introduction
Aims to develop clean and efficient processes
for biomass conversion into low-cost and
sustainable biofuels, chemicals and
pharmaceuticals.
Biocatalysis: Lipases and its potential applications
• Triglycerides hydrolysis
• Biosynthesis: Esterification, Interesterification, etc.
• Detergents, Biodiesel, Cosmetics, Food processment

Lipase
Solid state fermentation (SSF) enzyme production
• Agroindustrial byproducts as Fermentation Medium;
• Lower energy cost than submerged fermentation;
• Considered as a green technology
Objectives
• Feedstock selection for SSF lipase production: wheat bran, soybean
meal and cottonseed meal;
• Evaluate the best formulation by the Simplex Centroid Mixture Design
(SCMD)
• Simultaneous optimization of lipase activity and productivity by the
desirability function;
Materials
• Soybean meal and cottonseed meal were supplied by Bunge
Brazil (Rondonópolis, Mato Grosso, Brazil)
• Wheat bran was purchased in local Market (Campinas, São
Paulo, Brazil)
• The Penicillium sp. strain was isolated by Dr. Luciana Fleuri
(UNESP – Botucatu, São Paulo, Brazil)
Experimental Methodology
Pre-inoculum
Inoculum
SSF
Enzyme Extraction
Enzyme Activity
Penicillium sp.
Pre-inoculum Penicillium sp.
96 hours
PDA plate 30ºC

Foto tubos
Inoculum
5mL esterilized water for slant
Solid State Fermentation

Inoculum Solution
Solid State Fermentation
250mL erlenmeyer with cotton-wool plug
1 mL of inoculum solution
10g of different mixtures of WB, SM and CSM
10g water (1:1 mass:water)

Climatic Chamber
96 Hours 30ºC 90% humidity
Enzyme Extraction
100mL Distilled water

2 hours
Lipase Hydrolytic Activity (Titrimetric Method)
1 mL filtrate
30 minutes 37ºC pH 7
Olive oil + Arabic Gum + Phosphate buffer pH 7
Stopped with etanol: acetone solution

NaOH 0.05 M
Phenolphthalein 1%

Sample – Control (without enzyme)= [fatty acid]
1 U = 1 µmol oleic acid/minute
Experimental Design by Simplex Centroid Mixture
Method

• Determine the best formulation for a mixture of components;
• Wheat Bran, Soybean Meal and Cottonseed Meal as independent
variables
• Lipase Activity (U/mL) and Productivity (U/R$) as response variables;
• Evaluate the best mixture and possible interactions with a positive
synergistic effect for the response variables;
Experimental Matrix
Wheat Bran

Soybean
Meal

Cottonseed
Meal

Lipase
Activity
(U/mL)

1

1.00

0.00

0.00

3.31

0.45

73599.24

2

0.00

1.00

0.00

4.27

0.86

49691.91

3

0.00

0.00

1.00

6.78

0.61

111216.20

4

0.50

0.50

0.00

4.86

0.655

74215.44

5

0.50

0.00

0.50

5.72

0.53

107845.51

6

0.00

0.50

0.50

6.25

0.735

85034.01

7

0.33

0.33

0.33

6.68

0.64

104333.60

8

0.67

0.17

0.17

4.65

0.545

85274.05

9

0.17

0.67

0.17

5.45

0.75

72649.57

10

0.17

0.17

0.67

6.68

0.625

106837.61

Raw Cost Productivity
(R$/kg)
(U/R$)
Nutrients Correlation

8.00
7.00

y = -0.0021x + 5.5328
R² = 0.0003

Lipase Activity (U/mL)

6.00

5.00
4.00

y = 0.0085x + 5.0474
R² = 0.0041

y = 0.4186x + 4.1767

r=0.85

3.00

Cahrbohydrate
2.00

Protein
1.00

Lipid

0.00

0.00

10.00

20.00

30.00

40.00

Concentration (%)

50.00

60.00

70.00
Lipase Activity (U/mL)
Productivity (U/R$)
ANOVA
Lipase Activity (U/mL)

Productivity (U/R$)
Effects – Lipase Activity
Productivity (U/R$)
Lipase Activity (U/mL)
Productivity (U/R$)
Optimizatio
n by
Desirability
Function
Experimental Validation
• Triplicate in the optimum conditions:
• 100% cottonseed meal, 1:1 mass:water, 30ºC, 96 hours
Lipase activity (U/mL)

(- 95% conf)

(+95% conf)

Observed

9.9

8.9

10.4

Predicted

7.46

5.7

9.2

Productivity (U/R$)

(- 95% conf)

(+95% conf)

Observed

162295.082

145901.6393

170491.8033

Predicted

110916.7

89390.5

132442.8
Conclusions
• Lipase Activity is directly correlated with feedstock lipid
concentration;
• Cottonseed Meal have the highest lipid concentration, lipase activity
and productivity.
• The mixture of soybean meal, cottonseed meal and wheat bran did
have a small synergistic positive effect
• The desirability function can optimize simultaneously the lipase
activity and the productivity responses.
Food Biochemistry Laboratory, Food Science
Dept., School of Food Engineering, UNICAMP
Facebook: Bioquímica-FEA/UNICAMP

Más contenido relacionado

La actualidad más candente

Industrial applications of enzymes
Industrial applications of enzymesIndustrial applications of enzymes
Industrial applications of enzymes
hamail1998
 

La actualidad más candente (20)

Bioconversion of Whey
Bioconversion of WheyBioconversion of Whey
Bioconversion of Whey
 
J.1745 4530.2006.00053.x
J.1745 4530.2006.00053.xJ.1745 4530.2006.00053.x
J.1745 4530.2006.00053.x
 
C031201020024
C031201020024C031201020024
C031201020024
 
Lipase production and purification Likhith K
Lipase production and purification Likhith KLipase production and purification Likhith K
Lipase production and purification Likhith K
 
Production of lipases and cellulase
Production of lipases and cellulaseProduction of lipases and cellulase
Production of lipases and cellulase
 
“Production and optimization of lipase from bacillus subtillis”
“Production and optimization of lipase from bacillus subtillis”“Production and optimization of lipase from bacillus subtillis”
“Production and optimization of lipase from bacillus subtillis”
 
Industrial applications of enzymes
Industrial applications of enzymesIndustrial applications of enzymes
Industrial applications of enzymes
 
Effects of Adding Different Levels of Lactobacillus Inoculant to Alfalfa Sila...
Effects of Adding Different Levels of Lactobacillus Inoculant to Alfalfa Sila...Effects of Adding Different Levels of Lactobacillus Inoculant to Alfalfa Sila...
Effects of Adding Different Levels of Lactobacillus Inoculant to Alfalfa Sila...
 
HIGH-PRESSURE PROCESSING AND ITS APPLICATIONS IN THE DAIRY INDUSTRY
HIGH-PRESSURE PROCESSING AND ITS APPLICATIONS IN THE DAIRY INDUSTRYHIGH-PRESSURE PROCESSING AND ITS APPLICATIONS IN THE DAIRY INDUSTRY
HIGH-PRESSURE PROCESSING AND ITS APPLICATIONS IN THE DAIRY INDUSTRY
 
Enzyme technology
Enzyme technologyEnzyme technology
Enzyme technology
 
Industrial enzymes in the synthesis of drugs/ intermediates
Industrial enzymes in the synthesis of drugs/ intermediatesIndustrial enzymes in the synthesis of drugs/ intermediates
Industrial enzymes in the synthesis of drugs/ intermediates
 
Bioconversion of whey
Bioconversion of whey Bioconversion of whey
Bioconversion of whey
 
enzyme catalysis
enzyme catalysisenzyme catalysis
enzyme catalysis
 
Application of Enzymes in food industry
Application of  Enzymes in food industryApplication of  Enzymes in food industry
Application of Enzymes in food industry
 
Applications of Enzymes
Applications of EnzymesApplications of Enzymes
Applications of Enzymes
 
2011 enteric microdphere formultions of papain
2011 enteric microdphere formultions of papain2011 enteric microdphere formultions of papain
2011 enteric microdphere formultions of papain
 
BIODETERGENTS
BIODETERGENTSBIODETERGENTS
BIODETERGENTS
 
Microbial enzymes in food industries.
Microbial enzymes in food industries.Microbial enzymes in food industries.
Microbial enzymes in food industries.
 
Enzymes and its applications
Enzymes and its applicationsEnzymes and its applications
Enzymes and its applications
 
POSTER
POSTERPOSTER
POSTER
 

Destacado

Enzymes for textile Industry
Enzymes for textile IndustryEnzymes for textile Industry
Enzymes for textile Industry
Nadeera Dodamgoda
 
Enzymes in textile preparatory process
Enzymes in textile preparatory processEnzymes in textile preparatory process
Enzymes in textile preparatory process
mukul chandel
 
5. Enzyme Usage In Our Daily Life
5. Enzyme Usage In Our Daily Life5. Enzyme Usage In Our Daily Life
5. Enzyme Usage In Our Daily Life
mui mui tay
 
Research report ppt
Research report pptResearch report ppt
Research report ppt
Vikas Dalmia
 
Research Report Writing
Research Report WritingResearch Report Writing
Research Report Writing
Meghana Sudhir
 

Destacado (15)

Production and optimization of lipase from candida rugosa using groundnut oil...
Production and optimization of lipase from candida rugosa using groundnut oil...Production and optimization of lipase from candida rugosa using groundnut oil...
Production and optimization of lipase from candida rugosa using groundnut oil...
 
Enzymes for textile Industry
Enzymes for textile IndustryEnzymes for textile Industry
Enzymes for textile Industry
 
Enzymes in textile preparatory process
Enzymes in textile preparatory processEnzymes in textile preparatory process
Enzymes in textile preparatory process
 
Lipases - Ester Hydrolysis
Lipases - Ester HydrolysisLipases - Ester Hydrolysis
Lipases - Ester Hydrolysis
 
248 ritu
248 ritu248 ritu
248 ritu
 
Industrial Use of Microbial EnzymesPresentation
Industrial Use of Microbial EnzymesPresentationIndustrial Use of Microbial EnzymesPresentation
Industrial Use of Microbial EnzymesPresentation
 
Characterstics of fats and oil & processing
Characterstics of fats and oil & processingCharacterstics of fats and oil & processing
Characterstics of fats and oil & processing
 
Pancreatic lipase ppt
 Pancreatic lipase ppt Pancreatic lipase ppt
Pancreatic lipase ppt
 
5. Enzyme Usage In Our Daily Life
5. Enzyme Usage In Our Daily Life5. Enzyme Usage In Our Daily Life
5. Enzyme Usage In Our Daily Life
 
Role of enzymes in dairy industries
Role of enzymes in dairy industriesRole of enzymes in dairy industries
Role of enzymes in dairy industries
 
DIGESTION & ABSORPTION OF LIPIDS
DIGESTION & ABSORPTION OF LIPIDSDIGESTION & ABSORPTION OF LIPIDS
DIGESTION & ABSORPTION OF LIPIDS
 
Applications of Enzymes in Food Industry
Applications of Enzymes in Food IndustryApplications of Enzymes in Food Industry
Applications of Enzymes in Food Industry
 
Enzymes & their Production
Enzymes & their ProductionEnzymes & their Production
Enzymes & their Production
 
Research report ppt
Research report pptResearch report ppt
Research report ppt
 
Research Report Writing
Research Report WritingResearch Report Writing
Research Report Writing
 

Similar a Apresentação slaca camilo

Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
theijes
 
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
Dhananjay Shirsat
 
Partial purification and characterization of extracellular protease from pedi...
Partial purification and characterization of extracellular protease from pedi...Partial purification and characterization of extracellular protease from pedi...
Partial purification and characterization of extracellular protease from pedi...
Mushafau Adebayo Oke
 

Similar a Apresentação slaca camilo (20)

Apple Juice.pptx
Apple Juice.pptxApple Juice.pptx
Apple Juice.pptx
 
Lipase Production from Bacillus subtilis using various Agricultural waste
Lipase Production from Bacillus subtilis using various Agricultural wasteLipase Production from Bacillus subtilis using various Agricultural waste
Lipase Production from Bacillus subtilis using various Agricultural waste
 
EVALUATION OF AQUAFEED INGREDIENTS AND FEED QUALITY
EVALUATION OF AQUAFEED INGREDIENTS AND FEED QUALITYEVALUATION OF AQUAFEED INGREDIENTS AND FEED QUALITY
EVALUATION OF AQUAFEED INGREDIENTS AND FEED QUALITY
 
#61O 5th International Conference on Rice Bran Oil 24th - 25th May 2018, Hano...
#61O 5th International Conference on Rice Bran Oil 24th - 25th May 2018, Hano...#61O 5th International Conference on Rice Bran Oil 24th - 25th May 2018, Hano...
#61O 5th International Conference on Rice Bran Oil 24th - 25th May 2018, Hano...
 
#61O
#61O#61O
#61O
 
Proximate principles of feed analysis.pptx
Proximate principles of feed analysis.pptxProximate principles of feed analysis.pptx
Proximate principles of feed analysis.pptx
 
Slides colloqium
Slides colloqiumSlides colloqium
Slides colloqium
 
Research articles enzyme optimization studies.
Research articles  enzyme optimization studies.Research articles  enzyme optimization studies.
Research articles enzyme optimization studies.
 
Using protease to enhance the utilization of corn amino acids by broilers
Using protease to enhance the utilization of corn amino acids by broilersUsing protease to enhance the utilization of corn amino acids by broilers
Using protease to enhance the utilization of corn amino acids by broilers
 
Enzyme lab class
Enzyme lab classEnzyme lab class
Enzyme lab class
 
R&D internship Mother Dairy Presentation
R&D internship Mother Dairy Presentation R&D internship Mother Dairy Presentation
R&D internship Mother Dairy Presentation
 
Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
Improved Sugar Yield for Bioethanol Production by Modelling Enzymatic Hydroly...
 
ces-1-1-2.pdf
ces-1-1-2.pdfces-1-1-2.pdf
ces-1-1-2.pdf
 
VTT's Emilia Nordlund: Bioprocessing as a tool to improve the functionality o...
VTT's Emilia Nordlund: Bioprocessing as a tool to improve the functionality o...VTT's Emilia Nordlund: Bioprocessing as a tool to improve the functionality o...
VTT's Emilia Nordlund: Bioprocessing as a tool to improve the functionality o...
 
Effect of Temperature on Methane Production from Field-Scale Anaerobic Digest...
Effect of Temperature on Methane Production from Field-Scale Anaerobic Digest...Effect of Temperature on Methane Production from Field-Scale Anaerobic Digest...
Effect of Temperature on Methane Production from Field-Scale Anaerobic Digest...
 
315 devendra
315 devendra315 devendra
315 devendra
 
Superficie de Respuesta
Superficie de RespuestaSuperficie de Respuesta
Superficie de Respuesta
 
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
FINAL PRESENTATION VSBT 37 2010 (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (1) (...
 
Partial purification and characterization of extracellular protease from pedi...
Partial purification and characterization of extracellular protease from pedi...Partial purification and characterization of extracellular protease from pedi...
Partial purification and characterization of extracellular protease from pedi...
 
An Exploration of Parameters of The Fermentation Process of Honey Riched in G...
An Exploration of Parameters of The Fermentation Process of Honey Riched in G...An Exploration of Parameters of The Fermentation Process of Honey Riched in G...
An Exploration of Parameters of The Fermentation Process of Honey Riched in G...
 

Último

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 

Último (20)

Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 

Apresentação slaca camilo