SlideShare a Scribd company logo
1 of 19
Agapios Sachinidis (University of Cologne):  Application of the embryonic stem cell model for drug discovery and development – a toxicogenomic approach
Generation of organ-specific cell types can be recapitulated under  in   vitro  conditions in vitro bFGF
Advantage of  in vitro  human embryonic stem cell-based toxicity models embryonic stem cell-based toxicity (reduce costs and time) Highly automated, inexpensive Very expensive   Most expensive   Basic Research Discovery Development  Commercial Target Identification Target Validation Lead Identification Lead Optimization Pre - clinical Clinical Trials Post Market Trials Target Validation Enter of 5,000 compounds 5 compounds 1 (Approval for therapeutic use)
Toxicity of Cytarabine and Thalidomide  in human EBs  Coated with 5 % pluronic H9 clumps added (30 clumps / well) Aggregation Culture till 3-4  days on the plate Transferred to bacteriological plate  with differentiation medium grown till day 7 or 14 Method for EB formation: Use 96-well plate Shaking +drugs CY TH 100nM 30nM 10nM 1nM 100  M 30  M 10  M 3  M Untreated
Randomly differentiated  hESC (H9) treated with Thalidomide (IC10=10 µM) and Cytarabine (IC10=1 nM) ES cells-based toxicogenomics signatures EB Control Cytarabine Thalidomide Day 7 Day 14 RNA EB Control Cytarabine Thalidomide undifferentiated Microarray analysis 45000 transcripts
Gene expression profiling of human embryonic stem cells exposed to Thalidomide Thalidomide treated (14 - days  EBs )  vs untreated (14 - days  EBs ) Differential  expressed : 1134  transcripts Upregulated : 451 Downregulated : 683 Fold change (FC)  value : ≥  2,  45 transcripts ≥ -2, 144 transcripts Differentially Expressed transcripts
Gene Ontology analysis of the upregulated and downregulated transcripts in  thalidomide -treated  14-days EBs compared to untreated 14-days EB Upregulated Downregulated
Gene expression profiling of human embryonic stem cells exposed to Cytarabine Differentially expressed transcripts  Cytarabine-treated 14  -days EBs vs   untreated 14-  days   EBs Differentially Expressed : 2732  transcripts Upregulated : 1307  transcripts Downregulated : 1424  transcripts Fold change value : ≥  2, 166 tranascripts ≥  -2, 398 tranascripts
Gene Ontology analysis of the upregulated and downregulated transcripts in Cytarabine-treated  14-days EBs compared to untreated 14-days EB Upregulated Downregulated
Immunocytochemistry for Cytarabine treated EBs on  day 14 for the  neuronal marker TUBB3 and Map2 Control 1 nM Cytarabine Morphology of hESC derived EBs (day14) on treatment with  different concentrations of Cytarabine 1 Map2 TUBB3 TUBB3 TUBB3
Summary and conclusions ,[object Object],[object Object],[object Object]
Thank You
 
Real time, Immunohistochemistry and Western-blotting protein validation also prove the microarray data
Immunocytochemistry for Cytarabine treated EBs  on day 14 for neuronal marker Map2 Control 1 nM Cytarabine
Relative mRNA expression levels in Thalidomide treated EBs on day 14  compared with untreated day 14 EBs for mesodermal markers
Relative mRNA expression levels in Thalidomide treated EBs on  day 14 compared with untreated day 14 EBs for endodermal marker AFP     -Actin AFP ES Control 3 µM  10 µM  30 µM
Western blot validation for Cytarabine treated EBs on day 14 for neuronal marker   TUBB3    -Actin    III Tubulin ES Control 0.5nM  1nM
Relative mRNA expression levels in Cytarabine treated EBs on day 14  compared with untreated day 14 EBs for neuronal markers.

More Related Content

What's hot

MONOCLONAL ANTIBODIES ( MAB )
MONOCLONAL ANTIBODIES ( MAB )MONOCLONAL ANTIBODIES ( MAB )
MONOCLONAL ANTIBODIES ( MAB )N Anusha
 
The future of cryopreservation in assisted reproduction alpha handyside_alan...
The future of cryopreservation in assisted reproduction  alpha handyside_alan...The future of cryopreservation in assisted reproduction  alpha handyside_alan...
The future of cryopreservation in assisted reproduction alpha handyside_alan...Merck KGaA, Darmstadt, Germany
 
Genetic Modification in Papaya and Fritos® Corn Chips
Genetic Modification in Papaya and Fritos® Corn ChipsGenetic Modification in Papaya and Fritos® Corn Chips
Genetic Modification in Papaya and Fritos® Corn ChipsLester Rosario
 
Production of Monoclonal Antibodies and its application : Rituximab
Production of  Monoclonal Antibodies and its application : RituximabProduction of  Monoclonal Antibodies and its application : Rituximab
Production of Monoclonal Antibodies and its application : RituximabSakshi Saxena
 
regulatory t cells and gvhd
regulatory t cells and gvhdregulatory t cells and gvhd
regulatory t cells and gvhdspa718
 
polyclonal antibodies
polyclonal antibodiespolyclonal antibodies
polyclonal antibodiesnida rehman
 
Monoclonal antibody immunology
Monoclonal antibody immunologyMonoclonal antibody immunology
Monoclonal antibody immunologyHafiz M Waseem
 
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...Eastern Pennsylvania Branch ASM
 
LECTURES SERIES ESBLs
LECTURES SERIES ESBLsLECTURES SERIES ESBLs
LECTURES SERIES ESBLsNuhu Tanko
 
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...Delineating Recombination Frequency Between Methicillin Resistant and Suscept...
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...JR Matthews
 
Monoclonal Antibodies and Hybridoma Technique
Monoclonal Antibodies and Hybridoma TechniqueMonoclonal Antibodies and Hybridoma Technique
Monoclonal Antibodies and Hybridoma TechniqueAbhishek Sharma
 
Monoclonal antibody, history, development and progress
Monoclonal antibody, history, development and progressMonoclonal antibody, history, development and progress
Monoclonal antibody, history, development and progressRadhika Hegde
 

What's hot (20)

Shamah MCB 93
Shamah MCB 93Shamah MCB 93
Shamah MCB 93
 
MONOCLONAL ANTIBODIES ( MAB )
MONOCLONAL ANTIBODIES ( MAB )MONOCLONAL ANTIBODIES ( MAB )
MONOCLONAL ANTIBODIES ( MAB )
 
Monoclonal antibodies production
Monoclonal antibodies productionMonoclonal antibodies production
Monoclonal antibodies production
 
The future of cryopreservation in assisted reproduction alpha handyside_alan...
The future of cryopreservation in assisted reproduction  alpha handyside_alan...The future of cryopreservation in assisted reproduction  alpha handyside_alan...
The future of cryopreservation in assisted reproduction alpha handyside_alan...
 
Genetic Modification in Papaya and Fritos® Corn Chips
Genetic Modification in Papaya and Fritos® Corn ChipsGenetic Modification in Papaya and Fritos® Corn Chips
Genetic Modification in Papaya and Fritos® Corn Chips
 
Production of Monoclonal Antibodies and its application : Rituximab
Production of  Monoclonal Antibodies and its application : RituximabProduction of  Monoclonal Antibodies and its application : Rituximab
Production of Monoclonal Antibodies and its application : Rituximab
 
regulatory t cells and gvhd
regulatory t cells and gvhdregulatory t cells and gvhd
regulatory t cells and gvhd
 
esbl
esblesbl
esbl
 
polyclonal antibodies
polyclonal antibodiespolyclonal antibodies
polyclonal antibodies
 
Monoclonal antibody immunology
Monoclonal antibody immunologyMonoclonal antibody immunology
Monoclonal antibody immunology
 
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...
Recent Changes in Gram negative Resistance - Dr Steve Jenkins - November 2010...
 
LECTURES SERIES ESBLs
LECTURES SERIES ESBLsLECTURES SERIES ESBLs
LECTURES SERIES ESBLs
 
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...Delineating Recombination Frequency Between Methicillin Resistant and Suscept...
Delineating Recombination Frequency Between Methicillin Resistant and Suscept...
 
Monoclonal antibodies
Monoclonal antibodiesMonoclonal antibodies
Monoclonal antibodies
 
OspC PNAS
OspC PNASOspC PNAS
OspC PNAS
 
Monoclonal Antibodies and Hybridoma Technique
Monoclonal Antibodies and Hybridoma TechniqueMonoclonal Antibodies and Hybridoma Technique
Monoclonal Antibodies and Hybridoma Technique
 
Seminary.
Seminary.Seminary.
Seminary.
 
Saurabh verma
Saurabh vermaSaurabh verma
Saurabh verma
 
Monoclonal antibody, history, development and progress
Monoclonal antibody, history, development and progressMonoclonal antibody, history, development and progress
Monoclonal antibody, history, development and progress
 
Monoclonal Antibodies
Monoclonal Antibodies Monoclonal Antibodies
Monoclonal Antibodies
 

Similar to Application of the embryonic stem cell model for drug discovery and development – a toxicogenomic approach

1 s2.0-s0015028214018603-main
1 s2.0-s0015028214018603-main1 s2.0-s0015028214018603-main
1 s2.0-s0015028214018603-main鋒博 蔡
 
1-s2.0-S0014480015000970-main
1-s2.0-S0014480015000970-main1-s2.0-S0014480015000970-main
1-s2.0-S0014480015000970-mainHelene Schulz
 
LanglaisC_2007_Systematic approach to protein experssion in cell free systems
LanglaisC_2007_Systematic approach to protein experssion in cell free systemsLanglaisC_2007_Systematic approach to protein experssion in cell free systems
LanglaisC_2007_Systematic approach to protein experssion in cell free systemsClaudia Langlais
 
Ezhil Final. Ppt
Ezhil Final. PptEzhil Final. Ppt
Ezhil Final. Pptguest094207
 
SAB presentation to Jim narrated
SAB presentation to Jim narratedSAB presentation to Jim narrated
SAB presentation to Jim narratedguestba7bf7
 
ICH GUIDELINES ON GENOTOXICITY STUDY.pptx
ICH GUIDELINES ON GENOTOXICITY STUDY.pptxICH GUIDELINES ON GENOTOXICITY STUDY.pptx
ICH GUIDELINES ON GENOTOXICITY STUDY.pptxPRATYUSH POREL
 
Fertility Week - April 2014 Sample Issue
Fertility Week - April 2014 Sample IssueFertility Week - April 2014 Sample Issue
Fertility Week - April 2014 Sample IssueVarun Swamy
 
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo Ruiz
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo RuizLack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo Ruiz
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo RuizJuan Restrepo Ruiz
 
Poster Aacr 2010 Pettersson 2
Poster Aacr 2010 Pettersson 2Poster Aacr 2010 Pettersson 2
Poster Aacr 2010 Pettersson 2FilippaP
 
ProImmune Antigen Characterization Summit Sanja Selak
ProImmune Antigen Characterization Summit Sanja SelakProImmune Antigen Characterization Summit Sanja Selak
ProImmune Antigen Characterization Summit Sanja Selakamandacturner
 
Propolis with CAPE Modulates Breast Cancer Cells
Propolis with CAPE Modulates Breast Cancer CellsPropolis with CAPE Modulates Breast Cancer Cells
Propolis with CAPE Modulates Breast Cancer CellsBee Healthy Farms
 
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...Erwin Chiquete, MD, PhD
 
Application of biotechnology on medicine
Application of biotechnology on medicineApplication of biotechnology on medicine
Application of biotechnology on medicineAnna Mae Cababaros
 

Similar to Application of the embryonic stem cell model for drug discovery and development – a toxicogenomic approach (20)

1 s2.0-s0015028214018603-main
1 s2.0-s0015028214018603-main1 s2.0-s0015028214018603-main
1 s2.0-s0015028214018603-main
 
1-s2.0-S0014480015000970-main
1-s2.0-S0014480015000970-main1-s2.0-S0014480015000970-main
1-s2.0-S0014480015000970-main
 
LanglaisC_2007_Systematic approach to protein experssion in cell free systems
LanglaisC_2007_Systematic approach to protein experssion in cell free systemsLanglaisC_2007_Systematic approach to protein experssion in cell free systems
LanglaisC_2007_Systematic approach to protein experssion in cell free systems
 
Ezhil Final. Ppt
Ezhil Final. PptEzhil Final. Ppt
Ezhil Final. Ppt
 
SAB presentation to Jim narrated
SAB presentation to Jim narratedSAB presentation to Jim narrated
SAB presentation to Jim narrated
 
Medicina
Medicina Medicina
Medicina
 
ICH GUIDELINES ON GENOTOXICITY STUDY.pptx
ICH GUIDELINES ON GENOTOXICITY STUDY.pptxICH GUIDELINES ON GENOTOXICITY STUDY.pptx
ICH GUIDELINES ON GENOTOXICITY STUDY.pptx
 
Fertility Week - April 2014 Sample Issue
Fertility Week - April 2014 Sample IssueFertility Week - April 2014 Sample Issue
Fertility Week - April 2014 Sample Issue
 
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo Ruiz
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo RuizLack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo Ruiz
Lack of induced mutagenesis-Seminario Biología Molecular-Juan Restrepo Ruiz
 
Combining Ellagic Acid with Bevacizumab Mediates the Cadherin Switch and Angi...
Combining Ellagic Acid with Bevacizumab Mediates the Cadherin Switch and Angi...Combining Ellagic Acid with Bevacizumab Mediates the Cadherin Switch and Angi...
Combining Ellagic Acid with Bevacizumab Mediates the Cadherin Switch and Angi...
 
Poster Aacr 2010 Pettersson 2
Poster Aacr 2010 Pettersson 2Poster Aacr 2010 Pettersson 2
Poster Aacr 2010 Pettersson 2
 
Jsi 124 pathway
Jsi 124 pathwayJsi 124 pathway
Jsi 124 pathway
 
ProImmune Antigen Characterization Summit Sanja Selak
ProImmune Antigen Characterization Summit Sanja SelakProImmune Antigen Characterization Summit Sanja Selak
ProImmune Antigen Characterization Summit Sanja Selak
 
Molecular Biology
Molecular Biology Molecular Biology
Molecular Biology
 
131116 paper study 준섭
131116 paper study 준섭131116 paper study 준섭
131116 paper study 준섭
 
Propolis with CAPE Modulates Breast Cancer Cells
Propolis with CAPE Modulates Breast Cancer CellsPropolis with CAPE Modulates Breast Cancer Cells
Propolis with CAPE Modulates Breast Cancer Cells
 
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...
Expression profile of BRCA1 and BRCA2 genes in premenopausal Mexican women wi...
 
Application of biotechnology on medicine
Application of biotechnology on medicineApplication of biotechnology on medicine
Application of biotechnology on medicine
 
1110.full
1110.full1110.full
1110.full
 
JoB spike in manuscript 2014
JoB spike in manuscript 2014JoB spike in manuscript 2014
JoB spike in manuscript 2014
 

More from BioAsia: The Global Bio Business Forum

SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...BioAsia: The Global Bio Business Forum
 
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challengesHematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challengesBioAsia: The Global Bio Business Forum
 
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...BioAsia: The Global Bio Business Forum
 
Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...BioAsia: The Global Bio Business Forum
 

More from BioAsia: The Global Bio Business Forum (20)

Cdti biotech spain_juan_carlos_cortes
Cdti  biotech spain_juan_carlos_cortesCdti  biotech spain_juan_carlos_cortes
Cdti biotech spain_juan_carlos_cortes
 
BioAsia Ms. Mandisa Hela - South Africa
BioAsia Ms. Mandisa Hela - South AfricaBioAsia Ms. Mandisa Hela - South Africa
BioAsia Ms. Mandisa Hela - South Africa
 
Jordan FDA - BioAsia 2013
Jordan FDA - BioAsia 2013Jordan FDA - BioAsia 2013
Jordan FDA - BioAsia 2013
 
Drug Administration GoAP - Shri BL Meena
Drug Administration GoAP - Shri BL MeenaDrug Administration GoAP - Shri BL Meena
Drug Administration GoAP - Shri BL Meena
 
Myanmar Presentation - BioAsia 2013
Myanmar Presentation - BioAsia 2013Myanmar Presentation - BioAsia 2013
Myanmar Presentation - BioAsia 2013
 
Prof. Juozas Galdikas Lthuania - BioAsia 2013
Prof. Juozas Galdikas Lthuania - BioAsia 2013Prof. Juozas Galdikas Lthuania - BioAsia 2013
Prof. Juozas Galdikas Lthuania - BioAsia 2013
 
A Wider Role for Statisticians in Biopharmaceutical Industry
A Wider Role for Statisticians in Biopharmaceutical IndustryA Wider Role for Statisticians in Biopharmaceutical Industry
A Wider Role for Statisticians in Biopharmaceutical Industry
 
How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?
 
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
 
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challengesHematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
 
Cellular Therapies (Including Stem Cell treatment) for Human SCI
Cellular Therapies (Including Stem Cell  treatment) for  Human SCICellular Therapies (Including Stem Cell  treatment) for  Human SCI
Cellular Therapies (Including Stem Cell treatment) for Human SCI
 
VACCINES: India’s Strength
VACCINES: India’s StrengthVACCINES: India’s Strength
VACCINES: India’s Strength
 
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
 
Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...
 
Renaissance ctsi at BioAsia
Renaissance ctsi at BioAsiaRenaissance ctsi at BioAsia
Renaissance ctsi at BioAsia
 
Importance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology companyImportance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology company
 
Accelerator overview at BioAsia
Accelerator overview at BioAsiaAccelerator overview at BioAsia
Accelerator overview at BioAsia
 
Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010
 
Agribiotech R&D in Private sector
Agribiotech R&D in Private sectorAgribiotech R&D in Private sector
Agribiotech R&D in Private sector
 
Bioasia2010
Bioasia2010Bioasia2010
Bioasia2010
 

Recently uploaded

Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Strongerpanagenda
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Hiroshi SHIBATA
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsRavi Sanghani
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...AliaaTarek5
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch TuesdayIvanti
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditSkynet Technologies
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityIES VE
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 

Recently uploaded (20)

Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examples
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and Insights
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch Tuesday
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance Audit
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a reality
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 

Application of the embryonic stem cell model for drug discovery and development – a toxicogenomic approach

  • 1. Agapios Sachinidis (University of Cologne): Application of the embryonic stem cell model for drug discovery and development – a toxicogenomic approach
  • 2. Generation of organ-specific cell types can be recapitulated under in vitro conditions in vitro bFGF
  • 3. Advantage of in vitro human embryonic stem cell-based toxicity models embryonic stem cell-based toxicity (reduce costs and time) Highly automated, inexpensive Very expensive Most expensive Basic Research Discovery Development Commercial Target Identification Target Validation Lead Identification Lead Optimization Pre - clinical Clinical Trials Post Market Trials Target Validation Enter of 5,000 compounds 5 compounds 1 (Approval for therapeutic use)
  • 4. Toxicity of Cytarabine and Thalidomide in human EBs Coated with 5 % pluronic H9 clumps added (30 clumps / well) Aggregation Culture till 3-4 days on the plate Transferred to bacteriological plate with differentiation medium grown till day 7 or 14 Method for EB formation: Use 96-well plate Shaking +drugs CY TH 100nM 30nM 10nM 1nM 100  M 30  M 10  M 3  M Untreated
  • 5. Randomly differentiated hESC (H9) treated with Thalidomide (IC10=10 µM) and Cytarabine (IC10=1 nM) ES cells-based toxicogenomics signatures EB Control Cytarabine Thalidomide Day 7 Day 14 RNA EB Control Cytarabine Thalidomide undifferentiated Microarray analysis 45000 transcripts
  • 6. Gene expression profiling of human embryonic stem cells exposed to Thalidomide Thalidomide treated (14 - days EBs ) vs untreated (14 - days EBs ) Differential expressed : 1134 transcripts Upregulated : 451 Downregulated : 683 Fold change (FC) value : ≥ 2, 45 transcripts ≥ -2, 144 transcripts Differentially Expressed transcripts
  • 7. Gene Ontology analysis of the upregulated and downregulated transcripts in thalidomide -treated 14-days EBs compared to untreated 14-days EB Upregulated Downregulated
  • 8. Gene expression profiling of human embryonic stem cells exposed to Cytarabine Differentially expressed transcripts Cytarabine-treated 14 -days EBs vs untreated 14- days EBs Differentially Expressed : 2732 transcripts Upregulated : 1307 transcripts Downregulated : 1424 transcripts Fold change value : ≥ 2, 166 tranascripts ≥ -2, 398 tranascripts
  • 9. Gene Ontology analysis of the upregulated and downregulated transcripts in Cytarabine-treated 14-days EBs compared to untreated 14-days EB Upregulated Downregulated
  • 10. Immunocytochemistry for Cytarabine treated EBs on day 14 for the neuronal marker TUBB3 and Map2 Control 1 nM Cytarabine Morphology of hESC derived EBs (day14) on treatment with different concentrations of Cytarabine 1 Map2 TUBB3 TUBB3 TUBB3
  • 11.
  • 13.  
  • 14. Real time, Immunohistochemistry and Western-blotting protein validation also prove the microarray data
  • 15. Immunocytochemistry for Cytarabine treated EBs on day 14 for neuronal marker Map2 Control 1 nM Cytarabine
  • 16. Relative mRNA expression levels in Thalidomide treated EBs on day 14 compared with untreated day 14 EBs for mesodermal markers
  • 17. Relative mRNA expression levels in Thalidomide treated EBs on day 14 compared with untreated day 14 EBs for endodermal marker AFP  -Actin AFP ES Control 3 µM 10 µM 30 µM
  • 18. Western blot validation for Cytarabine treated EBs on day 14 for neuronal marker TUBB3  -Actin  III Tubulin ES Control 0.5nM 1nM
  • 19. Relative mRNA expression levels in Cytarabine treated EBs on day 14 compared with untreated day 14 EBs for neuronal markers.