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Cytometry and Antibody Technology Service Facilit
University of Chicago, 2023
Flow Basics
A Self-Defense Guide to Flow Cytometry
Companion material
Flow Basics 2.1
The Basic Staining Protocol
Cytek Aurora Training
Section 1
Introduction to Full Spectrum
Flow Cytometry
Compensation I
Cytek Aurora
Panel Design Tutorial
While in presentation mode, click on the mage to
access these YouTube playlists and videos
Please review our
biosafety policies
Cancellation Policy
- Benchtop anlyzers: 80% of
booked but unused time is
billed
- Cell sorters: Booked but
unused time is billed 100%
A flow cytometer is a bad microscope
Intrinsic information
Scattered light
Forward Scatter (FSC)
 Relative size
Side Scatter (SSC)
 Granularity
Extrinsic information
Emitted light from fluorophores/dyes
Antibody against proteins of interest
Dyes binding to a specific part of the
cells
FSC-A (x 1000)
SSC-A
0 65,5 131,1 196,6 262,1
10
1
10
2
10
3
10
4
10
5
Lymphocytes
50,68%
CD4 PE
CD8
BV421
-10
2
10
2
10
3
10
4
10
5
-10
1
10
2
10
3
10
4
10
5
CD4+
17,67%
Autofluorescence
(no fluorophore)
Fluorophore
(antibody or dye)
The challenge of extrinsic parameters:
Resolving signals from cell autofluorescence
• Maximizing
resolution
• Marker expression
• Fluorophore brightness
• Instrument settings
• Signal Specificity
Fluorpophores and Dyes:
Excitation, Emission and Brightness
Excitation
Emission
Learn more about Fluorophores in
this episode of the ChUG Podcast
A look inside the box
Fluidic system
Optical layout
Electronics
Sheath
Tank
Flow
Cell
Laser
Detection
System
Waste
Tank
Analysis
_____
___
____
___
___ _______
_____
_____
_______
_______
_____ _______
_______
Sample
Tube
Fluidic system
The Flow Cell
In order to get information about
each cell individually, we need
cells to pass the interrogation
point one at a time
The hydrodynamic focusing
within the flow cell aligns the
cells
Sample Differential
Increasing the speed
widens the sample
core
Results in unequal
illumination of cells
and increase in
coincidence
Optical bench layout
Intrinsic parameters
Light Scatter
Lasers also excite
fluorophores and dyes
collected by a
detector array
Lymphocytes
RBC, debris, dead cells
Monocytes
Granulocytes
FSC
SSC
Light Scatter
Traditional Flow Cytometers
505LP 555LP 640SP
488/10 530/30
585/42
695/40
SSC FITC
PerCP Cy5.5
PE
FSC Detector
Spectral Flow Cytometry
• Never have to worry about filter sets again
• Separate fluorophores with similar emission
• Manage larger number of markers more efficiently
• Autofluorescence extraction
Trad flow
spectral flow
Detector Path
laser 1
Detector Path
laser 2
Multi-laser instruments and
pinholes
Increase the number of
usable markers
Reduce the amount of
spillover between some
combination of
fluorophores
Various types of detectors
used in different instruments
https://hamamatsu.magnet.fsu.edu/articles/photomultipliers.html
https://commons.wikimedia.org/wiki/File:APD3_German-ru.svg
PMT
APD
siPM
Here is a review of the
main detectors used in flow
Time
Signal
intensity
Threshold
Time
Signal
intensity
The Voltage Pulse
Measurement of the pulse
Signal
Intensity
Time
Signal
Intensity
Width
Area
Height
FCS Data File
Flow Cytometry Standard (FCS)
Accepted Standard in flow cytometry world
Usable on third party analysis software packages
Listmode File containing
All measurements
Instrument settings acquisition information
Keywords
Flexibility in data presentation
Graphic analysis (typical)
Unsupervised clustering (high parameters)
Modelization
Panel Design
Choosing Fluorophores
Choosing Instrument
Good panel design
Great panel design aims
at improving the
resolution of your
different markers
Variables include
Biology of the markers
Brightness of Fluorophore
Spectral Overlap
Check the Sample preparation guide for more information
Overlapping emission generates artefact
that needs to be corrected
APC
AF700
APC stained cells
Spillover increases error spread
Tandem Fluorophores are great but noisy
Energy transfer by FRET
but:
Donor molecule also emits
photons
Acceptor molecule is
excited by lasers as well
Tandem dyes go bad over
time
Easy start for a simple panel
Fluorophore Laser
BV421 405nm
FITC 488nm
PE 561nm
APC 640nm
Excited by different lasers
Non-overlapping emission
Single molecule (non-tandem)
Benchtop instruments
variations
Usable fluorophores
Number of lasers
Number of measurable
parameters
Features available
Spectral unmixing
Acoustic Focusing
Sample Loader
Imaging
Traditional Flow Cytometers
LSRII/Fortessa
Plate loader (1 - screening)
Attune NxT
Acoustic Focusing
True count
Plate Loader
Quanteon/Penteon
Plate Loader
True count
High Dynamic Range
Spectral Flow Cytometers
Cytek Aurora
Measures the entire emission of
each fluorophore and unmix
the signal in discrete parameter
measurement
Can be used as a traditional
flow cytometer
Not limited by filter selection
Cell sorters
Flow cytometers that allows
for the collection of one or
multiple sub-population of
cells
Droplet-based or Mechanical
sorting
Staff operated in general, but
training available
Noteworthy platforms
Image Stream MarkII
Takes pictures of each event in up
to 12 channels
Multiplexing
https://www.thermofisher.com/blog/behindthebench/luminex-
bead-based-immunoassays-drive-immunoassays-towards-
higher-content-biomarker-discovery/
Luminex 200
• Bead-based assay
• 30+ analytes
MSD
• ECL
• Up to 10 analytes
Getting data!
Single cell suspension preparation
Panel Design
Check out Easy Panel!
Antibody validation
Specificity
Titration
Let’s focus on acquisition here!
Click here to access FB 2.0
FSC x SSC
Lin Log
FSC Most of the time Small particles
SSC
SSC used to
identify cluster
Complex tissue
or very simple
sample
SSC on Log
SSC on Lin
FSC
SSC
Voltage
Setting up voltages on FSC vs. SSC
Bring the population of interest in the center of the graph
Provides optimal resolution of population
Avoid giving too much importance to debris/losing cells off-scale
FSC
SSC
Threshold
Setting up threshold
Avoid including too much debris
Make sure you are not loosing information
Fluorophores signal
Lin Log BiEx
(or other)
Fluorophore
s
Specific
Applications
(rare)
meh Better!
Log scale
Biexponential
PE
SSC
Voltage
Fluorophore detectors voltage
Voltage needs to be high enough to allow for resolution of
the positive and negative fractions
Voltage set too high does not provide better resolution but
increase noise in negative fraction
Default instrument values are
optimized
The instruments have been
characterized and the optimal
voltage/gain values are set in the
default experiment settings
You may need to lower voltage /
gain to avoid strutting the
detector
You don’t win anything by
increasing the values
Exercise: How do these fluorophore voltages look?
0
-10
3
10
3
10
4
10
5
Comp-405nm_450_50 (BV421)-A
0
50K
100K
150K
200K
250K
SSC-A
0
-10
3
10
3
10
4
10
5
Comp-405nm_525_50 (BV510)-A
0
50K
100K
150K
200K
250K
SSC-A
0
-10
3
10
3
10
4
10
5
Comp-488nm_525_50 (FITC)-A
0
50K
100K
150K
200K
250K
SSC-A
0
-10
3
10
3
10
4
10
5
Comp-405nm_450_50 (BV421)-A
0
20
40
60
80
100
Modal
0
-10
3
10
3
10
4
10
5
Comp-405nm_525_50 (BV510)-A
0
20
40
60
80
100
Modal
0
-10
3
10
3
10
4
10
5
Comp-488nm_525_50 (FITC)-A
0
20
40
60
80
100
Modal
0
-10
3
10
3
10
4
10
5
640nm_780_60_APCCy7-A
50K
100K
150K
200K
250K
SSC-A
0
-10
3
10
3
10
4
10
5
640nm_780_60_APCCy7-A
0
20
40
60
80
100
Modal
1
A
1
B
2
A
2
B
3
A
3
B
4
A
4
B
Alexa 488
PE
Uncorrected
Corrected
Dealing with spillover
Signal correction in multi-parameter experiment made
necessary by fluorophore spectral overlap
Compensation
Substraction of a percentage of the signal of a
fluorophore (that happens to be bleeding in another
detector) from the measured light in that detector
Unmixing
Calculate the contribution of each known fluorophore’s
spectra to the total collected emission signal
Do you need compensation controls?
What strategy did you use?
Avoidance
Pick fluorophores which
will not overlap with one
another
No need for controls
Overlapping fluorophores
If spillover can’t be
avoided, correction is
needed
Prepare single-stained
controls
Spillover controls
Compensation controlrules
Must have a positive / negative fraction
The positive and negative fraction must have the same baseline autofluorescence
Positive fraction’s brightness similar or higher than sample
Use the same fluorophores / dyes for sample and controls
Save a good number of events for both positive and negative fraction
Use of software recommended (necessary in the case of unmixing)
You will need to run your set of controls and compensate on each new
experiment
More information on compensation on our website
Data Analysis
Cleaning Data
Gates justification
Cleaning Up Data I
Removing Doublets
Removing
Acquisition Mishap
Cleaning Up Data II
FSC-A (x 1000)
SSC-A
0 65,5 131,1 196,6 262,1
10
1
10
2
10
3
10
4
10
5
Cells
68,90%
GFP
-10
1
10
2
10
3
10
4
10
5
10
1
10
2
10
3
10
4
10
5
GFP+
32,48%
GFP
-10
1
10
2
10
3
10
4
10
5
10
1
10
2
10
3
10
4
10
5
Live GFP+
37,63%
DAPI
-10
2
0 10
2
10
3
10
4
10
5
10
1
10
2
10
3
10
4
10
5
Live
86,23%
Dead
13,02%
Removing
Dead Cells
Deciding on gates:
FMO Controls
FMO PE
Sample
Deciding on gates:
Backgating
Resources
CAT Facility website
ChUG Website
Acknowledgment
Purdue University Cytometry Laboratories
website: http://www.cyto.purdue.edu/
Dr. Robert Murphy, Carnegie Mellon University-
Basic Theory 1 and 2 powerpoint slides
Sydney Cytometry Facility tutorial: The impact of
adjusting PMT voltages on spillover and
compensation
BioLegend spectraviewer
ThermoFisher spectraviewer
ThermoFisher website training material

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Basic Concepts of Clinical Flowcytometry

  • 1. Cytometry and Antibody Technology Service Facilit University of Chicago, 2023 Flow Basics A Self-Defense Guide to Flow Cytometry
  • 2. Companion material Flow Basics 2.1 The Basic Staining Protocol Cytek Aurora Training Section 1 Introduction to Full Spectrum Flow Cytometry Compensation I Cytek Aurora Panel Design Tutorial While in presentation mode, click on the mage to access these YouTube playlists and videos Please review our biosafety policies Cancellation Policy - Benchtop anlyzers: 80% of booked but unused time is billed - Cell sorters: Booked but unused time is billed 100%
  • 3. A flow cytometer is a bad microscope Intrinsic information Scattered light Forward Scatter (FSC)  Relative size Side Scatter (SSC)  Granularity Extrinsic information Emitted light from fluorophores/dyes Antibody against proteins of interest Dyes binding to a specific part of the cells FSC-A (x 1000) SSC-A 0 65,5 131,1 196,6 262,1 10 1 10 2 10 3 10 4 10 5 Lymphocytes 50,68% CD4 PE CD8 BV421 -10 2 10 2 10 3 10 4 10 5 -10 1 10 2 10 3 10 4 10 5 CD4+ 17,67%
  • 4. Autofluorescence (no fluorophore) Fluorophore (antibody or dye) The challenge of extrinsic parameters: Resolving signals from cell autofluorescence • Maximizing resolution • Marker expression • Fluorophore brightness • Instrument settings • Signal Specificity
  • 5. Fluorpophores and Dyes: Excitation, Emission and Brightness Excitation Emission Learn more about Fluorophores in this episode of the ChUG Podcast
  • 6. A look inside the box Fluidic system Optical layout Electronics Sheath Tank Flow Cell Laser Detection System Waste Tank Analysis
  • 8. The Flow Cell In order to get information about each cell individually, we need cells to pass the interrogation point one at a time The hydrodynamic focusing within the flow cell aligns the cells
  • 9. Sample Differential Increasing the speed widens the sample core Results in unequal illumination of cells and increase in coincidence
  • 10. Optical bench layout Intrinsic parameters Light Scatter Lasers also excite fluorophores and dyes collected by a detector array
  • 11. Lymphocytes RBC, debris, dead cells Monocytes Granulocytes FSC SSC Light Scatter
  • 12. Traditional Flow Cytometers 505LP 555LP 640SP 488/10 530/30 585/42 695/40 SSC FITC PerCP Cy5.5 PE FSC Detector
  • 13. Spectral Flow Cytometry • Never have to worry about filter sets again • Separate fluorophores with similar emission • Manage larger number of markers more efficiently • Autofluorescence extraction Trad flow spectral flow
  • 14. Detector Path laser 1 Detector Path laser 2 Multi-laser instruments and pinholes Increase the number of usable markers Reduce the amount of spillover between some combination of fluorophores
  • 15. Various types of detectors used in different instruments https://hamamatsu.magnet.fsu.edu/articles/photomultipliers.html https://commons.wikimedia.org/wiki/File:APD3_German-ru.svg PMT APD siPM Here is a review of the main detectors used in flow
  • 18. Measurement of the pulse Signal Intensity Time Signal Intensity Width Area Height
  • 19. FCS Data File Flow Cytometry Standard (FCS) Accepted Standard in flow cytometry world Usable on third party analysis software packages Listmode File containing All measurements Instrument settings acquisition information Keywords
  • 20. Flexibility in data presentation Graphic analysis (typical) Unsupervised clustering (high parameters) Modelization
  • 22. Good panel design Great panel design aims at improving the resolution of your different markers Variables include Biology of the markers Brightness of Fluorophore Spectral Overlap Check the Sample preparation guide for more information
  • 23. Overlapping emission generates artefact that needs to be corrected APC AF700 APC stained cells
  • 25. Tandem Fluorophores are great but noisy Energy transfer by FRET but: Donor molecule also emits photons Acceptor molecule is excited by lasers as well Tandem dyes go bad over time
  • 26. Easy start for a simple panel Fluorophore Laser BV421 405nm FITC 488nm PE 561nm APC 640nm Excited by different lasers Non-overlapping emission Single molecule (non-tandem)
  • 27. Benchtop instruments variations Usable fluorophores Number of lasers Number of measurable parameters Features available Spectral unmixing Acoustic Focusing Sample Loader Imaging
  • 28. Traditional Flow Cytometers LSRII/Fortessa Plate loader (1 - screening) Attune NxT Acoustic Focusing True count Plate Loader Quanteon/Penteon Plate Loader True count High Dynamic Range
  • 29. Spectral Flow Cytometers Cytek Aurora Measures the entire emission of each fluorophore and unmix the signal in discrete parameter measurement Can be used as a traditional flow cytometer Not limited by filter selection
  • 30. Cell sorters Flow cytometers that allows for the collection of one or multiple sub-population of cells Droplet-based or Mechanical sorting Staff operated in general, but training available
  • 31. Noteworthy platforms Image Stream MarkII Takes pictures of each event in up to 12 channels Multiplexing https://www.thermofisher.com/blog/behindthebench/luminex- bead-based-immunoassays-drive-immunoassays-towards- higher-content-biomarker-discovery/ Luminex 200 • Bead-based assay • 30+ analytes MSD • ECL • Up to 10 analytes
  • 32. Getting data! Single cell suspension preparation Panel Design Check out Easy Panel! Antibody validation Specificity Titration Let’s focus on acquisition here! Click here to access FB 2.0
  • 33. FSC x SSC Lin Log FSC Most of the time Small particles SSC SSC used to identify cluster Complex tissue or very simple sample SSC on Log SSC on Lin
  • 34. FSC SSC Voltage Setting up voltages on FSC vs. SSC Bring the population of interest in the center of the graph Provides optimal resolution of population Avoid giving too much importance to debris/losing cells off-scale
  • 35. FSC SSC Threshold Setting up threshold Avoid including too much debris Make sure you are not loosing information
  • 36. Fluorophores signal Lin Log BiEx (or other) Fluorophore s Specific Applications (rare) meh Better! Log scale Biexponential
  • 37. PE SSC Voltage Fluorophore detectors voltage Voltage needs to be high enough to allow for resolution of the positive and negative fractions Voltage set too high does not provide better resolution but increase noise in negative fraction
  • 38. Default instrument values are optimized The instruments have been characterized and the optimal voltage/gain values are set in the default experiment settings You may need to lower voltage / gain to avoid strutting the detector You don’t win anything by increasing the values
  • 39. Exercise: How do these fluorophore voltages look? 0 -10 3 10 3 10 4 10 5 Comp-405nm_450_50 (BV421)-A 0 50K 100K 150K 200K 250K SSC-A 0 -10 3 10 3 10 4 10 5 Comp-405nm_525_50 (BV510)-A 0 50K 100K 150K 200K 250K SSC-A 0 -10 3 10 3 10 4 10 5 Comp-488nm_525_50 (FITC)-A 0 50K 100K 150K 200K 250K SSC-A 0 -10 3 10 3 10 4 10 5 Comp-405nm_450_50 (BV421)-A 0 20 40 60 80 100 Modal 0 -10 3 10 3 10 4 10 5 Comp-405nm_525_50 (BV510)-A 0 20 40 60 80 100 Modal 0 -10 3 10 3 10 4 10 5 Comp-488nm_525_50 (FITC)-A 0 20 40 60 80 100 Modal 0 -10 3 10 3 10 4 10 5 640nm_780_60_APCCy7-A 50K 100K 150K 200K 250K SSC-A 0 -10 3 10 3 10 4 10 5 640nm_780_60_APCCy7-A 0 20 40 60 80 100 Modal 1 A 1 B 2 A 2 B 3 A 3 B 4 A 4 B
  • 40. Alexa 488 PE Uncorrected Corrected Dealing with spillover Signal correction in multi-parameter experiment made necessary by fluorophore spectral overlap Compensation Substraction of a percentage of the signal of a fluorophore (that happens to be bleeding in another detector) from the measured light in that detector Unmixing Calculate the contribution of each known fluorophore’s spectra to the total collected emission signal
  • 41. Do you need compensation controls? What strategy did you use? Avoidance Pick fluorophores which will not overlap with one another No need for controls Overlapping fluorophores If spillover can’t be avoided, correction is needed Prepare single-stained controls
  • 42. Spillover controls Compensation controlrules Must have a positive / negative fraction The positive and negative fraction must have the same baseline autofluorescence Positive fraction’s brightness similar or higher than sample Use the same fluorophores / dyes for sample and controls Save a good number of events for both positive and negative fraction Use of software recommended (necessary in the case of unmixing) You will need to run your set of controls and compensate on each new experiment More information on compensation on our website
  • 44. Cleaning Up Data I Removing Doublets Removing Acquisition Mishap
  • 45. Cleaning Up Data II FSC-A (x 1000) SSC-A 0 65,5 131,1 196,6 262,1 10 1 10 2 10 3 10 4 10 5 Cells 68,90% GFP -10 1 10 2 10 3 10 4 10 5 10 1 10 2 10 3 10 4 10 5 GFP+ 32,48% GFP -10 1 10 2 10 3 10 4 10 5 10 1 10 2 10 3 10 4 10 5 Live GFP+ 37,63% DAPI -10 2 0 10 2 10 3 10 4 10 5 10 1 10 2 10 3 10 4 10 5 Live 86,23% Dead 13,02% Removing Dead Cells
  • 46. Deciding on gates: FMO Controls FMO PE Sample
  • 49. Acknowledgment Purdue University Cytometry Laboratories website: http://www.cyto.purdue.edu/ Dr. Robert Murphy, Carnegie Mellon University- Basic Theory 1 and 2 powerpoint slides Sydney Cytometry Facility tutorial: The impact of adjusting PMT voltages on spillover and compensation BioLegend spectraviewer ThermoFisher spectraviewer ThermoFisher website training material

Editor's Notes

  1. Something about how the data should look like in the end