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The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry Resource [email protected] **Some slides adapted directly from Fluidigm/DVS Biosciences
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Page 1: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

The CyTOF Practical considerations for successful

data acquisition

Matthew Cochran, MS

University of Rochester Flow Cytometry Resource

[email protected]

**Some slides adapted directly from Fluidigm/DVS Biosciences

Page 2: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

2 Bendall  S.  et  al.  (2012).  Trends  in  Immunology,  33  (7),  323-­‐332  

Input

Output

1 3

4

Summarizing the System

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Page 3: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Input: Sample Introduction

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Sample concentration can effect data quality

•  Maximum ~500 events per second during run (CyTOF 1-2).

•  The rate that event ion clouds can be collected.

•  Sample introduction at .045 mL/min (used to be .06 mL/min)

•  Not all events are cells.

•  Maximum 5 pushes/hr – each push = 10 minutes + washing

•  4-5 samples with one push each

•  2-3 samples with 2 pushes

•  Maximum ~2.5x10^6 cells run per hour

Page 4: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

1. Sample Introduction

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Cell  suspension  flow:  45  µl/min  1x106  cells/mL  or  

less  

To  plasma  

Make-­‐up  gas:    

Nebulizer  gas  

Page 5: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

2. Ionization

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Page 6: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

4. The TOF Chamber

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Spanking Chamber: 13 usec intervals (“pushes”)

Page 7: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

The Raindrop Display

•  29 Parameters Total •  200 pushes shown •  Some background in the Ba channel •  Good event rate ~300 evt/sec •  Software processes the raw data to generate the FCS file.

•  System also generates a “raw” IMD file

Page 8: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Too close Diffusion Cloud Fusion

Not so good Good

Sample Concentration and Cleanliness

Page 9: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Sample Flow

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Page 10: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Metal Sensitivity – Panel Design

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•  Maxpar Panel Designer – web based tool with guides

•  An introduction to mass cytometry: fundamentals and applications - Cancer Immunol Immunother (2013) 62:955–965

•  We often recommend starting with a Fluidigm pre-set panel as a

base/scaffold •  Adding additional markers is fairly straightforward

Page 11: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Input: Sample Prep for the CyTOF

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Single cell suspensions

•  Sample preparation is critical.

•  A little more than “just” flow staining

•  As free of debris and clumps as possible.

•  No scatter parameters for gating***

•  Every particle contained within the sample can contribute to signal

•  Filter immediately prior to running

•  Count immediately prior to running

•  Using a method that allows detection of debris

•  Beware the water washes

•  Not a bad idea to seek help when attempting this.

Page 12: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Input: Sample Introduction

12

•  Maximum 5 pushes/hr – each push = 10min + washing

•  Maximum ~500 events per second during run.

•  Maximum ~2.5x10^6 cells run per hour

•  Can you utilize the barcoding technologies – Palladium or CD45

•  Improves sample throughput for smaller cell numbers

•  Improves standardization of data over time

•  Easy to set up and use

Begin with 2x10^6 cells: after staining/washing you have

~1x10^6 remaining: resuspend in 1mL and do two pushes:

~30 minutes of run time: recover ~2x10^5 cells

Page 13: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Output: Sample Recovery

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•  Suggested as ~30% recovery

•  Increased in the Helios

•  Our numbers suggest between 20-30% in our system

•  Recovery Comparison

•  CyTOF: ~22%

•  LSR: ~31%

•  FACSCanto: ~50%

Page 14: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Sample Concentration

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Page 15: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Sample Cleanliness

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Page 16: Practical considerations for successful data acquisition · The CyTOF Practical considerations for successful data acquisition Matthew Cochran, MS University of Rochester Flow Cytometry

Output: Comparing the Signal

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