Abstract
Phosphoflow is a powerful tool that allows researchers to measure distinct signaling responses to various stimuli in multiple subpopulations of cells. Extension of this technique to mass cytometry (cytometry by time-of-flight or CyTOF) allows many more cell phenotypes and signaling nodes to be interrogated in parallel. The use of fresh whole blood is ideal for capturing the in vivo signaling state of all leukocytes, including granulocytes. In this chapter, we provide a detailed protocol for performing CyTOF phosphoflow in human whole blood, using cytokines and other stimuli. Barcoding and combining of multiple samples and other techniques to reduce batch effects and provide optimal comparability between samples/stimulations are also described.
Key words
- Whole blood
- Phosphoflow
- Mass cytometry
- CyTOF
- Signaling
- Cytokines
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References
Krutzik PO, Nolan GP (2003) Intracellular phospho-protein staining techniques for flow cytometry: monitoring single cell signaling events., cytometry. Part A J Intl Soc Anal Cytol 55:61–70
Irish JM, Hovland R, Krutzik PO et al (2004) Single cell profiling of potentiated phospho-protein networks in cancer cells. Cell 118:217–228
Perez OD, Mitchell D, Campos R et al (2005) Multiparameter analysis of intracellular phosphoepitopes in immunophenotyped cell populations by flow cytometry., Current protocols in cytometry / editorial board. J. Paul Robinson, managing editor ... [et al.]. Chapter 6, Unit 6.20
Ornatsky OI, Kinach R, Bandura DR et al (2008) Development of analytical methods for multiplex bio-assay with inductively coupled plasma mass spectrometry. J Anal At Spectrom 23:463–469
Tanner SD, Bandura DR, Ornatsky O et al (2008) Flow cytometer with mass spectrometer detection for massively multiplexed single-cell biomarker assay. Pure Appl Chem:80
Bandura DR, Baranov VI, Ornatsky OI et al (2009) Mass cytometry: technique for real time single cell multitarget immunoassay based on inductively coupled plasma time-of-flight mass spectrometry. Anal Chem 81:6813–6822
Bendall SC, Simonds EF, Qiu P et al (2011) Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum. Science 332:687–696
Fernandez R, Maecker H (2015) Cytokine-stimulated Phosphoflow of PBMC using CyTOF mass cytometry. Bio-Protocol 6:1496
Fernandez R, Maecker H (2015) Cytokine-stimulated Phosphoflow of whole blood using CyTOF mass cytometry. Bio-Protocol 6:1495
Krutzik PO, Nolan GP (2006) Fluorescent cell barcoding in flow cytometry allows high-throughput drug screening and signaling profiling. Nat Methods 3:361–368
Zunder ER, Finck R, Behbehani GK et al (2015) Palladium-based mass tag cell barcoding with a doublet-filtering scheme and single-cell deconvolution algorithm. Nat Protoc 10:316–333
Bodenmiller B, Zunder ER, Finck R et al (2012) Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators. Nat Biotechnol 30:858–867
Behbehani GK, Thom C, Zunder ER et al (2014) Transient partial permeabilization with saponin enables cellular barcoding prior to surface marker staining., cytometry. Part A J Intl Soc Anal Cytol 85:1011–1019
Finak G, Perez J-M, Weng A et al (2010) Optimizing transformations for automated, high throughput analysis of flow cytometry data. BMC Bioinform 11:546
B. Gaudillière, G.K. Fragiadakis, R.V. Bruggner, et al. (2014) Clinical recovery from surgery correlates with single-cell immune signatures., science translational medicine. 6, 255ra131
Mei HE, Leipold MD, Schulz AR et al (2015) Barcoding of live human peripheral blood mononuclear cells for multiplexed mass cytometry. J Immunol 194:2022–2031
Schulz AR, Baumgart S, Schulze J et al (2019) Stabilizing antibody cocktails for mass cytometry., cytometry. Part A J Intl Soc Anal Cytol 95:910–916
Finck R, Simonds EF, Jager A et al (2013) Normalization of mass cytometry data with bead standards., cytometry. Part A J Intl Soc Anal Cytol 83:483–494
R.P. Schuyler, C. Jackson, J.E. Garcia-Perez, et al. (2019) Minimizing batch effects in mass cytometry data., Frontiers in immunology. 10, 2367
Lee BH, Kelly G, Bradford S et al (2019) A modified injector and sample acquisition protocol can improve data quality and reduce inter-instrument variability of the Helios mass cytometer., cytometry. Part A J Intl Soc Anal Cytol 95:1019–1030
Acknowledgments
The authors thank Rosemary Fernandez for initial protocol development and Prabhu Arunachalam for help in establishing the gating hierarchy. This work was supported by grants 2U19AI057229 and 1U24CA224309 from the National Institutes of Health.
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Sigal, N., Maecker, H.T. (2022). Mass Cytometry Assessment of Cell Phenotypes and Signaling States in Human Whole Blood. In: Barcenilla, H., Diaz, D. (eds) Apoptosis and Cancer. Methods in Molecular Biology, vol 2543. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-2553-8_10
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DOI: https://doi.org/10.1007/978-1-0716-2553-8_10
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