edwin van der pol november 19th, 2019 · extracellular vesicles (evs) cells release vesicles:...
TRANSCRIPT
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Standardization of extracellular vesicle measurements by flow cytometry
Edwin van der Pol
November 19th, 2019
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Outline
Small particles: extracellular vesicles (EVs)Flow cytometry limitationsCalibrationSolid beads are misleadingSwarm detectionStandardisation of EV concentration measurements
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200 nm
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Extracellular vesicles (EVs)
cells release vesicles:biological nanoparticles with receptors, DNA, RNAspecialized functionsclinically relevant
van der Pol et al. Pharmacol Rev 2012 4
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EV-based liquid biopsy
Fictive values, PhD thesis van der Pol UvA 2015 5
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Problem: EVs are small and heterogeneous
van der Pol et al. JTH 2014*Zhu et al. ACS Nano 2014
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typical illumination wavelengthNo
problem to detect these EVs*
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Flow cytometry
Image: semrock.com 7
laser electronics and computer
fluorescence channels
side scatter
detector (SSC)
forward scatter detector (FSC)
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Problem 1: arbitrary units
van der Pol et al. Nanomedicine 2018 8
same population of erythrocyte EVs
Apogee A50-micro
BD FACSCanto II
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Problem 2: instruments differ in sensitivity
van der Pol et al. JTH 2014 9
30-fold2-fold
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Clinical reality
reported concentrations of blood plasma EV differ >106-foldclinical data cannot be comparedstandardization required
Gąsecka et al. Platelets 2017 10
“Gasecka’s law”
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Solution
Calibrate!
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Thermometer: no calibration
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Lab 1 Lab 2 Data interpretationWhat is the temperature?
Data comparisonIs the temperature equal?
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Thermometer: measuring reference values
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100 °C
0 °C0 °C
100 °C
Lab 1 Lab 2 Data interpretationWhat is the temperature?
Data comparisonIs the temperature equal?
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Thermometer: calibration
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100 °C
0 °C0 °C
100 °C
Lab 1 Lab 2 Data interpretationWhat is the temperature? 50 °C
Data comparisonIs the temperature equal? Yes!
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Flow cytometer: no calibration
Example based on van der Pol et al. JTH 2018 15
BD LSR BD Influx
Side scatter Forward scatter
Data interpretationWhat is the EV size?
Data comparisonDo we study equal EV sizes?
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Flow cytometer: measuring reference materials
PS beads: polystyrene beads 16
200 nm
400 nm
PS beads:
200 nm
400 nm
PS beads:
BD LSR BD Influx
Side scatter Forward scatter
Data interpretationWhat is the EV size?300 nm?
Data comparisonDo we study equal EV sizes?Yes?
Light scatter signals are complex and
depend on collection angles and particle
refractive index
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Flow cytometer: calibration
Example based on van der Pol et al. JTH 2018 17
200 nm
400 nm
PS beads:
200 nm
400 nm
PS beads:
1,160 nm
EVs:
1,840 nm
800 nm
500 nm
EVs:
760 nm
325 nm
BD LSR BD Influx
Side scatter Forward scatter
Data interpretationWhat is the EV size?1,160 nm & 500 nm
Data comparisonDo we study equal EV sizes?No!
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EV size gate based on polystyrene beads
image adopted: Robert et al. J Thromb Haemost 2008 18
Forw
ard
sca
tter
(a.
u.)
Side scatter (a.u.)
“EV size gate”900 nm beads500 nm
beads
Introduced in 2008Common practiceBad practice
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Relate scatter to diameter of beads
Flow cytometer: BD FACSCalibur 19
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Relate scatter to diameter of beads
Model: de Rond et al. Curr Protoc Cytom 2018 20
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Relate scatter to diameter of beads
Model: de Rond et al. Curr Protoc Cytom 2018 21
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10 nm
Relate scatter to diameter of EVs
van der Pol et al. JTH 2012 22
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Particles below detection limit are detected
van der Pol et al. JTH 2012 23
89 nm silica beads(1010 ml-1)
220 nm filtered urine(1010 EVs ml-1)
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illumination volume ≈ 50 pl
At a concentration of 1010 EVs ml-1, >500 EVs are simultaneously illuminated
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Invisible vesicles swarm within the icebergHarrison & Gardiner JTH (2012)
Swarm detection
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Outline
Small particles: extracellular vesicles (EVs)Flow cytometry limitationsCalibrationSolid beads are misleadingSwarm detectionStandardisation of EV concentration measurements
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Study comprises 33 sites (64 instruments) worldwide
2014-2018 27
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My conflict of interest!
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Sensitivity of 46 flow cytometers in the field
van der Pol et al. JTH 2018 34
= unable to detect 400 nm
fluorescent polystyrene beads
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Reproducibility of 1200-3000 nm EVs, 31 FCMs
%CV = standard deviation / mean * 100% 35
CV(%)
Gate on beads 139%
Gate on EV size with light scatter theory
81%
Requires improvement!
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Outlook: METVES II
one bead to calibrate them allfluorescence▪ 100 – 100,000 fluorescent molecules
number concentration▪ 109 – 1012 particles mL-1
scatter▪ discrete diameters between 50 nm – 1,000 nm▪ refractive index between 1.37 – 1.42
metves.euRed: properties resembling EVs or EV samples 36
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METVES II consortium
National metrology institutesBAM, LGC, LNE, PTB, VSL, VTT
Academic partnersAMC, UH, MTA TTK
IndustryBD, Exometry, PolyAn
metves.eu 37
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Example: hollow organosilica beads (HOBs)
Varga et al. JTH 2018 38
500 nm
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Per lab:flow cytometry▪ reference materials▪ biological test samples
fully automated calibration & data analysis
Anticipated outcome comparison study
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*7.3∙104 counts per 6.02 µL
CV<20%
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Summary
Extracellular vesicles (EVs): small and heterogeneousFlow cytometry limitation: arbitrary unitsCalibrate flow, fluorescence & scatter!Solid bead gates are misleadingAvoid swarm detectionStandardize
Summary: Cossarizza et al. Eur J Immunol 2019 40
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Acknowledgements
Amsterdam University Medical CentersVesicle Observation CenterBiomedical Engineering & PhysicsLaboratory Experimental Clinical Chemistry
Hungarian Academy of SciencesZoltan Varga
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FundingEURAMETISTHNWO-TTW
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Relevant websites
edwinvanderpol.com
evflowcytometry.org
exometry.com
metves.eu
nlsev.nl
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