SlideShare a Scribd company logo
1 of 17
Download to read offline
Flow cytometric analysis of
individual extracellular vesicles
Marca Wauben
Utrecht University
Dept. Biochemistry & Cell Biology
Fac. Veterinary Medicine
The Netherlands
Extracellular vesicles have changed the way we
look at communication in and between
biological systems
EV offer tremendous opportunities for clinical applications
ranging from biomarkers for diagnosis or prognosis
to therapeutic application of EV or mimics for drug delivery
Therapeutic application of
extracellular vesicles or mimics
Next hurdle to take: Large scale preparation and isolation of
well-defined vesicles
Quality control: Quantitative & qualitative analysis
Multiparameter analysis of individual vesicles
Vesicle-based biomarkers: A novel class
between small molecule and cellular
biomarkers
High potential biomarkers
BUT………
Major technical problem is the analysis of specific subsets (rare
events) of vesicles in complex body fluids
EVs are heterogeneous in size &
composition
Vast majority of EVs released by living cells <200nm in size
NO unique markers for different EV-subsets available
Cellular and Molecular Life Sciences 2011; 68(16):2667-88
Great challenge in the EV-field
• Cargo incorporation into EVs is dynamic
Individual EV analysis
can discriminate
• Mixed population of EVs
Bulk-based analysis methods e.g. Western-blotting,
proteomics, (bead)capture assays, ELISA
To monitor quantitative and qualitative changes in
EV-subsets
Great challenge in the EV-field
High throughput analysis at the particle level
Flow cytometer  Designed for high throughput analysis
of cells applied for EV analysis
EV analysis by flow cytometry
Size:>300 nm
Conventional flow
cytometry-based analysis
Size: <300 nm
High resolution flow
cytometry-based analysis
Optimized BD Influx:
Nolte-’t Hoen et al.
Nanomedicine, 2012
8:712
Van der Vlist et al. Nat.
Protocols, 2012 7:1311
Trigger signal
• Uniform parameter to detect all EVs of
interest
• Light scatter is useful as a trigger parameter
for cells and large EVs
• Small EVs (<300nm)  background problems
Scatter-based thresholding
Detection of fluorescent nano-sized beads
FSC-based
thresholding
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
threshold
SSC
Reduced wide-angle FSC
Nolte-’t Hoen et al. Nanomedicine, 2012 8:712
Van der Vlist et al. Nat. Protocols, 2012 7:1311
100 nm
200 nm
Fluorescence-based thresholding
Detection of fluorescent nano-sized beads
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
threshold
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
threshold
100 nm
beads
200 nm
beads
Reduced wide-angle FSC
Fluorescence
noise
Nolte-’t Hoen et al. Nanomedicine, 2012 8:712
Van der Vlist et al. Nat. Protocols, 2012 7:1311
Vesicle isolation:
Cell culture supernatant

2x 200g

2x 500g

1x 10,000g

1x 100,000g
Pelleted vesicles
Generic label PKH-67
Collection of
density
gradient
fractions
Flow cytometry
(Generic) fluorescent labeling of cell-derived vesicles
Specific protein
labeling
(FL-Ab)
Nolte-’t Hoen et al. Nanomedicine, 2012 8:712
Van der Vlist et al. Nat. Protocols, 2012 7:1311
High-resolution flow cytometric
analysis of nano-sized EVs
Reduced wide-angle FSC
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
PKH67Fluorescence
threshold 0
10000
20000
30000
40000
50000
60000
1,26
1,24
1,22
1,20
1,18
1,15
1,11
1,08
1,07
1,06
DC
Numberofevents
Density (g/ml)
QuantificationDetection
Nolte-’t Hoen et al., Nanomedicine 2012; Van der Vlist/Nolte-’t Hoen et al., Nature Protocols 2012; Van der Vlist et al., J Extracellular Vesicles 2012
MFG-E8 (B-PE)
MHCII(APC)
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
vesicles
act-DC
vesicles
non-act-DC
Reduced wide-angle FSC
PHK67fluorescence
10
0
10
1
10
2
10
3
10
410
0
10
1
10
2
10
3
10
4
1
3
2
Characterization
Proteins
T cell extracellular vesicles
Light scattering
Any flow cytometer can measure something
when concentrations are high enough…….
BUT what does the signal mean?
Van der Pol et al. : Theoretical model for vesicle detection by flow cytometry (Single vs. Swarm
detection of microparticles and exosomes by flow cytometry) J. Thromb. Haemost. 2012 10:919
Swarm vs. single detection of nano-sized
extracellular vesicles by flow cytometry
Regular flow cytometers
•Large single EV detection (>300 nm)
•Nano-sized EVs detected as ‘swarm’ =
multiple vesicles counted as single event
High resolution flow cytometry
•Large and nano-sized (~100 nm)
single EV detection
Swarm detection influences quantitative and
qualitative flow cytometric analysis of nano-
sized EVs
• Regular flow cytometers can be used for swarm detection of
nano-sized EVs  ‘Bulk-based’ analysis (no information on EV-
subsets, no quantitative analysis)
• For high resolution flow cytometry proper concentrations
should be used for genuine single nano-sized vesicle-based
analysis
-Reproducibility and comparison of results
-Development and evaluation of (novel)techniques
No gold standard technique available
Need for EV-like standards to calibrate and compare
Need for sample preparation guidelines
Need for sample analysis by several techniques
Need for standardization of high
throughput EV-analysis
Need for comprehensive reporting
of well-controlled experiments

More Related Content

What's hot

Exosome applications
Exosome applications Exosome applications
Exosome applications Candy Swift
 
Exosome diagnostic
Exosome diagnosticExosome diagnostic
Exosome diagnosticEchoHan4
 
Exosomes - Diagnostics and Therapeutics
Exosomes - Diagnostics and TherapeuticsExosomes - Diagnostics and Therapeutics
Exosomes - Diagnostics and TherapeuticsSumedhaBobade
 
EXTRACELLULAR VESICLES IN CANCER
EXTRACELLULAR VESICLES IN CANCEREXTRACELLULAR VESICLES IN CANCER
EXTRACELLULAR VESICLES IN CANCERAniket Vaidya
 
Exosomes -power point presentation
 Exosomes -power point presentation Exosomes -power point presentation
Exosomes -power point presentationmeghanamegha23
 
Fluorescent Activated Cell Sorting: Diagnosis of HIV Infection
Fluorescent Activated Cell Sorting: Diagnosis of HIV InfectionFluorescent Activated Cell Sorting: Diagnosis of HIV Infection
Fluorescent Activated Cell Sorting: Diagnosis of HIV InfectionAf Ashraf
 
Role of exosomes in cancer
Role of exosomes in cancerRole of exosomes in cancer
Role of exosomes in cancerLaraib Arif
 
Shidham- Immunohistochemistry in Serous Fluid Cytopathology
Shidham- Immunohistochemistry in  Serous Fluid CytopathologyShidham- Immunohistochemistry in  Serous Fluid Cytopathology
Shidham- Immunohistochemistry in Serous Fluid Cytopathologyvshidham
 
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...Goh Mei Ying
 
Presentation on flow cytometry1
Presentation on flow cytometry1Presentation on flow cytometry1
Presentation on flow cytometry1Nagendra sharma
 
Primary Cells 101
Primary Cells 101Primary Cells 101
Primary Cells 101allcells
 
Applications of flow cytometry to clinical microbiology
Applications of flow cytometry to clinical microbiologyApplications of flow cytometry to clinical microbiology
Applications of flow cytometry to clinical microbiologyLAB IDEA
 
DNA cell cycle by flow cytometry
DNA cell cycle by flow cytometryDNA cell cycle by flow cytometry
DNA cell cycle by flow cytometryRichard Hastings
 
Cell Authentication By STR Profiling
Cell Authentication By STR ProfilingCell Authentication By STR Profiling
Cell Authentication By STR ProfilingCreative-Bioarray
 

What's hot (20)

Exosomes lecture
Exosomes lectureExosomes lecture
Exosomes lecture
 
Exosome
ExosomeExosome
Exosome
 
Exosome applications
Exosome applications Exosome applications
Exosome applications
 
Exosome diagnostic
Exosome diagnosticExosome diagnostic
Exosome diagnostic
 
Exosomes - Diagnostics and Therapeutics
Exosomes - Diagnostics and TherapeuticsExosomes - Diagnostics and Therapeutics
Exosomes - Diagnostics and Therapeutics
 
EXTRACELLULAR VESICLES IN CANCER
EXTRACELLULAR VESICLES IN CANCEREXTRACELLULAR VESICLES IN CANCER
EXTRACELLULAR VESICLES IN CANCER
 
Flow cytometrypresentation
Flow cytometrypresentationFlow cytometrypresentation
Flow cytometrypresentation
 
Exosomes -power point presentation
 Exosomes -power point presentation Exosomes -power point presentation
Exosomes -power point presentation
 
Fluorescent Activated Cell Sorting: Diagnosis of HIV Infection
Fluorescent Activated Cell Sorting: Diagnosis of HIV InfectionFluorescent Activated Cell Sorting: Diagnosis of HIV Infection
Fluorescent Activated Cell Sorting: Diagnosis of HIV Infection
 
Role of exosomes in cancer
Role of exosomes in cancerRole of exosomes in cancer
Role of exosomes in cancer
 
Shidham- Immunohistochemistry in Serous Fluid Cytopathology
Shidham- Immunohistochemistry in  Serous Fluid CytopathologyShidham- Immunohistochemistry in  Serous Fluid Cytopathology
Shidham- Immunohistochemistry in Serous Fluid Cytopathology
 
Flowcytometry
FlowcytometryFlowcytometry
Flowcytometry
 
Human Cell Line Authentication. Why is it so important?
Human Cell Line Authentication. Why is it so important?Human Cell Line Authentication. Why is it so important?
Human Cell Line Authentication. Why is it so important?
 
Flowcytometry
FlowcytometryFlowcytometry
Flowcytometry
 
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...
Application of Fluorescence Activated-Cell Sorting (FACS) in separation of di...
 
Presentation on flow cytometry1
Presentation on flow cytometry1Presentation on flow cytometry1
Presentation on flow cytometry1
 
Primary Cells 101
Primary Cells 101Primary Cells 101
Primary Cells 101
 
Applications of flow cytometry to clinical microbiology
Applications of flow cytometry to clinical microbiologyApplications of flow cytometry to clinical microbiology
Applications of flow cytometry to clinical microbiology
 
DNA cell cycle by flow cytometry
DNA cell cycle by flow cytometryDNA cell cycle by flow cytometry
DNA cell cycle by flow cytometry
 
Cell Authentication By STR Profiling
Cell Authentication By STR ProfilingCell Authentication By STR Profiling
Cell Authentication By STR Profiling
 

Viewers also liked

Flow cytometry and ontologies
Flow cytometry and ontologiesFlow cytometry and ontologies
Flow cytometry and ontologiesMelanie Courtot
 
Qteam University Webinar Powerpoint 11 2009
Qteam University Webinar Powerpoint 11 2009Qteam University Webinar Powerpoint 11 2009
Qteam University Webinar Powerpoint 11 2009John Cunningham
 
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...MarketResearch.com
 
Ultrcentifugation: Basic Training
Ultrcentifugation: Basic TrainingUltrcentifugation: Basic Training
Ultrcentifugation: Basic Trainingattilacsordas
 
Geno Toxicity Presented by Subin Joy Koikkara Senior Reserch Guide, A.I.M.S ...
Geno Toxicity Presented by Subin Joy Koikkara  Senior Reserch Guide, A.I.M.S ...Geno Toxicity Presented by Subin Joy Koikkara  Senior Reserch Guide, A.I.M.S ...
Geno Toxicity Presented by Subin Joy Koikkara Senior Reserch Guide, A.I.M.S ...guest18564c
 
Pharmaceutical Development
Pharmaceutical DevelopmentPharmaceutical Development
Pharmaceutical DevelopmentFabio Carchedi
 
Analysis Methods in Flow Cytometry
Analysis Methods in Flow CytometryAnalysis Methods in Flow Cytometry
Analysis Methods in Flow CytometryNikolas Pontikos
 
hypoxic effect on gene and dna
hypoxic effect on gene and dna hypoxic effect on gene and dna
hypoxic effect on gene and dna hira razzak
 
Autologous condrocyte implantation
Autologous condrocyte implantationAutologous condrocyte implantation
Autologous condrocyte implantationDrVijendra Yadav
 
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...Enrique Moreno Gonzalez
 
Separating Organelles
Separating OrganellesSeparating Organelles
Separating OrganellesAlfonso Islas
 

Viewers also liked (14)

Flow cytometry and ontologies
Flow cytometry and ontologiesFlow cytometry and ontologies
Flow cytometry and ontologies
 
Circulating tumor cells
Circulating tumor cellsCirculating tumor cells
Circulating tumor cells
 
Qteam University Webinar Powerpoint 11 2009
Qteam University Webinar Powerpoint 11 2009Qteam University Webinar Powerpoint 11 2009
Qteam University Webinar Powerpoint 11 2009
 
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...
Circulating Tumor Cell, Cell Free DNA, Exosome and Vesicle Cancer Diagnostic ...
 
Ultrcentifugation: Basic Training
Ultrcentifugation: Basic TrainingUltrcentifugation: Basic Training
Ultrcentifugation: Basic Training
 
Geno Toxicity Presented by Subin Joy Koikkara Senior Reserch Guide, A.I.M.S ...
Geno Toxicity Presented by Subin Joy Koikkara  Senior Reserch Guide, A.I.M.S ...Geno Toxicity Presented by Subin Joy Koikkara  Senior Reserch Guide, A.I.M.S ...
Geno Toxicity Presented by Subin Joy Koikkara Senior Reserch Guide, A.I.M.S ...
 
Pharmaceutical Development
Pharmaceutical DevelopmentPharmaceutical Development
Pharmaceutical Development
 
Analysis Methods in Flow Cytometry
Analysis Methods in Flow CytometryAnalysis Methods in Flow Cytometry
Analysis Methods in Flow Cytometry
 
MID2163 TOPIC 2
MID2163 TOPIC 2MID2163 TOPIC 2
MID2163 TOPIC 2
 
hypoxic effect on gene and dna
hypoxic effect on gene and dna hypoxic effect on gene and dna
hypoxic effect on gene and dna
 
Autologous condrocyte implantation
Autologous condrocyte implantationAutologous condrocyte implantation
Autologous condrocyte implantation
 
Recoord 07
Recoord 07Recoord 07
Recoord 07
 
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...
CXCR7 is induced by hypoxia and mediates glioma cell migration towards SDF-1a...
 
Separating Organelles
Separating OrganellesSeparating Organelles
Separating Organelles
 

Similar to ISEV2014 - Introduction to flow cytometry analysis of EV's (M. Wauben)

Automated hematology analyzer as a cost effective aid to screen and monitor s...
Automated hematology analyzer as a cost effective aid to screen and monitor s...Automated hematology analyzer as a cost effective aid to screen and monitor s...
Automated hematology analyzer as a cost effective aid to screen and monitor s...nisaiims
 
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...HORIBA Particle
 
Modern Biological Tools and Techniques
Modern Biological Tools and TechniquesModern Biological Tools and Techniques
Modern Biological Tools and TechniquesFatima_Carino23
 
Brian Bender BE Symposium Poster
Brian Bender BE Symposium PosterBrian Bender BE Symposium Poster
Brian Bender BE Symposium PosterBrian Bender
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensorsonawaneprad
 
Analytical testing services
Analytical testing servicesAnalytical testing services
Analytical testing servicesCreative Biogene
 
A statistical framework for multiparameter analysis at the single cell level
A statistical framework for multiparameter analysis at the single cell levelA statistical framework for multiparameter analysis at the single cell level
A statistical framework for multiparameter analysis at the single cell levelShashaanka Ashili
 
Microelectronic pill
Microelectronic pillMicroelectronic pill
Microelectronic pillnirmalk1503
 
Cambridge Bioscience_ ACEA User Group Meeting2014
Cambridge Bioscience_ ACEA User Group Meeting2014Cambridge Bioscience_ ACEA User Group Meeting2014
Cambridge Bioscience_ ACEA User Group Meeting2014Jay Champaneri
 
Thebactericidaleffectofultravioletandvisiblelighto
ThebactericidaleffectofultravioletandvisiblelightoThebactericidaleffectofultravioletandvisiblelighto
ThebactericidaleffectofultravioletandvisiblelightoWerden Keeler
 
Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5stanislas547
 
Nanostructured materials controlling biological processes
Nanostructured materials controlling biological processesNanostructured materials controlling biological processes
Nanostructured materials controlling biological processesDiego Herrera
 
2nd Annual Cell Based Assays (2011) Pp
2nd Annual Cell Based Assays (2011) Pp2nd Annual Cell Based Assays (2011) Pp
2nd Annual Cell Based Assays (2011) PpPiyush Patel
 

Similar to ISEV2014 - Introduction to flow cytometry analysis of EV's (M. Wauben) (20)

EV_Core
EV_CoreEV_Core
EV_Core
 
Automated hematology analyzer as a cost effective aid to screen and monitor s...
Automated hematology analyzer as a cost effective aid to screen and monitor s...Automated hematology analyzer as a cost effective aid to screen and monitor s...
Automated hematology analyzer as a cost effective aid to screen and monitor s...
 
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...
Exosomes: Exploiting the Diagnostic and Therapeutic Potential of Nature’s Bio...
 
Modern Biological Tools and Techniques
Modern Biological Tools and TechniquesModern Biological Tools and Techniques
Modern Biological Tools and Techniques
 
Brian Bender BE Symposium Poster
Brian Bender BE Symposium PosterBrian Bender BE Symposium Poster
Brian Bender BE Symposium Poster
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensor
 
Analytical testing services
Analytical testing servicesAnalytical testing services
Analytical testing services
 
Nanotechnology in medicine
Nanotechnology in medicine Nanotechnology in medicine
Nanotechnology in medicine
 
LiveSense
LiveSenseLiveSense
LiveSense
 
A statistical framework for multiparameter analysis at the single cell level
A statistical framework for multiparameter analysis at the single cell levelA statistical framework for multiparameter analysis at the single cell level
A statistical framework for multiparameter analysis at the single cell level
 
Water dna
Water dnaWater dna
Water dna
 
Microelectronic pill
Microelectronic pillMicroelectronic pill
Microelectronic pill
 
Optical biopsy
Optical biopsyOptical biopsy
Optical biopsy
 
Application Brief: Nephrology
Application Brief: NephrologyApplication Brief: Nephrology
Application Brief: Nephrology
 
Cambridge Bioscience_ ACEA User Group Meeting2014
Cambridge Bioscience_ ACEA User Group Meeting2014Cambridge Bioscience_ ACEA User Group Meeting2014
Cambridge Bioscience_ ACEA User Group Meeting2014
 
Thebactericidaleffectofultravioletandvisiblelighto
ThebactericidaleffectofultravioletandvisiblelightoThebactericidaleffectofultravioletandvisiblelighto
Thebactericidaleffectofultravioletandvisiblelighto
 
Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5
 
Nano seminar final
Nano seminar finalNano seminar final
Nano seminar final
 
Nanostructured materials controlling biological processes
Nanostructured materials controlling biological processesNanostructured materials controlling biological processes
Nanostructured materials controlling biological processes
 
2nd Annual Cell Based Assays (2011) Pp
2nd Annual Cell Based Assays (2011) Pp2nd Annual Cell Based Assays (2011) Pp
2nd Annual Cell Based Assays (2011) Pp
 

Recently uploaded

Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application ) Sakshi Ghasle
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerunnathinaik
 
Science lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonScience lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonJericReyAuditor
 
Class 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfClass 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfakmcokerachita
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxsocialsciencegdgrohi
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 

Recently uploaded (20)

Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application )
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developer
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Science lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonScience lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lesson
 
Class 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfClass 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdf
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 

ISEV2014 - Introduction to flow cytometry analysis of EV's (M. Wauben)

  • 1. Flow cytometric analysis of individual extracellular vesicles Marca Wauben Utrecht University Dept. Biochemistry & Cell Biology Fac. Veterinary Medicine The Netherlands
  • 2. Extracellular vesicles have changed the way we look at communication in and between biological systems EV offer tremendous opportunities for clinical applications ranging from biomarkers for diagnosis or prognosis to therapeutic application of EV or mimics for drug delivery
  • 3. Therapeutic application of extracellular vesicles or mimics Next hurdle to take: Large scale preparation and isolation of well-defined vesicles Quality control: Quantitative & qualitative analysis Multiparameter analysis of individual vesicles
  • 4. Vesicle-based biomarkers: A novel class between small molecule and cellular biomarkers High potential biomarkers BUT……… Major technical problem is the analysis of specific subsets (rare events) of vesicles in complex body fluids
  • 5. EVs are heterogeneous in size & composition Vast majority of EVs released by living cells <200nm in size NO unique markers for different EV-subsets available Cellular and Molecular Life Sciences 2011; 68(16):2667-88
  • 6. Great challenge in the EV-field • Cargo incorporation into EVs is dynamic Individual EV analysis can discriminate • Mixed population of EVs Bulk-based analysis methods e.g. Western-blotting, proteomics, (bead)capture assays, ELISA To monitor quantitative and qualitative changes in EV-subsets
  • 7. Great challenge in the EV-field High throughput analysis at the particle level Flow cytometer  Designed for high throughput analysis of cells applied for EV analysis
  • 8. EV analysis by flow cytometry Size:>300 nm Conventional flow cytometry-based analysis Size: <300 nm High resolution flow cytometry-based analysis Optimized BD Influx: Nolte-’t Hoen et al. Nanomedicine, 2012 8:712 Van der Vlist et al. Nat. Protocols, 2012 7:1311
  • 9. Trigger signal • Uniform parameter to detect all EVs of interest • Light scatter is useful as a trigger parameter for cells and large EVs • Small EVs (<300nm)  background problems
  • 10. Scatter-based thresholding Detection of fluorescent nano-sized beads FSC-based thresholding 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 threshold SSC Reduced wide-angle FSC Nolte-’t Hoen et al. Nanomedicine, 2012 8:712 Van der Vlist et al. Nat. Protocols, 2012 7:1311 100 nm 200 nm
  • 11. Fluorescence-based thresholding Detection of fluorescent nano-sized beads 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 threshold 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 threshold 100 nm beads 200 nm beads Reduced wide-angle FSC Fluorescence noise Nolte-’t Hoen et al. Nanomedicine, 2012 8:712 Van der Vlist et al. Nat. Protocols, 2012 7:1311
  • 12. Vesicle isolation: Cell culture supernatant  2x 200g  2x 500g  1x 10,000g  1x 100,000g Pelleted vesicles Generic label PKH-67 Collection of density gradient fractions Flow cytometry (Generic) fluorescent labeling of cell-derived vesicles Specific protein labeling (FL-Ab) Nolte-’t Hoen et al. Nanomedicine, 2012 8:712 Van der Vlist et al. Nat. Protocols, 2012 7:1311
  • 13. High-resolution flow cytometric analysis of nano-sized EVs Reduced wide-angle FSC 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 PKH67Fluorescence threshold 0 10000 20000 30000 40000 50000 60000 1,26 1,24 1,22 1,20 1,18 1,15 1,11 1,08 1,07 1,06 DC Numberofevents Density (g/ml) QuantificationDetection Nolte-’t Hoen et al., Nanomedicine 2012; Van der Vlist/Nolte-’t Hoen et al., Nature Protocols 2012; Van der Vlist et al., J Extracellular Vesicles 2012 MFG-E8 (B-PE) MHCII(APC) 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 vesicles act-DC vesicles non-act-DC Reduced wide-angle FSC PHK67fluorescence 10 0 10 1 10 2 10 3 10 410 0 10 1 10 2 10 3 10 4 1 3 2 Characterization Proteins T cell extracellular vesicles Light scattering
  • 14. Any flow cytometer can measure something when concentrations are high enough……. BUT what does the signal mean?
  • 15. Van der Pol et al. : Theoretical model for vesicle detection by flow cytometry (Single vs. Swarm detection of microparticles and exosomes by flow cytometry) J. Thromb. Haemost. 2012 10:919 Swarm vs. single detection of nano-sized extracellular vesicles by flow cytometry Regular flow cytometers •Large single EV detection (>300 nm) •Nano-sized EVs detected as ‘swarm’ = multiple vesicles counted as single event High resolution flow cytometry •Large and nano-sized (~100 nm) single EV detection
  • 16. Swarm detection influences quantitative and qualitative flow cytometric analysis of nano- sized EVs • Regular flow cytometers can be used for swarm detection of nano-sized EVs  ‘Bulk-based’ analysis (no information on EV- subsets, no quantitative analysis) • For high resolution flow cytometry proper concentrations should be used for genuine single nano-sized vesicle-based analysis
  • 17. -Reproducibility and comparison of results -Development and evaluation of (novel)techniques No gold standard technique available Need for EV-like standards to calibrate and compare Need for sample preparation guidelines Need for sample analysis by several techniques Need for standardization of high throughput EV-analysis Need for comprehensive reporting of well-controlled experiments