Cytometry Part AImmunologyPeer-reviewed journal article
Superior intracellular detection of cytokines, transcription factors, and phosphoproteins by CyTOF compared with fluorescent cytometry
Michael J. CoheniD, Erika L. Smith-MahoneyiD, Madison BaileyiD, Ling Wang, Lauren J. Tracey, Laura C. PolancoiD, David King, Christina LohiD, Amedeo Cappione, Anna C. BelkinaiD, Jennifer E Snyder-CappioneiD
Abstract
Unraveling biological complexity, whether it be immune subset distribution in infectious disease(s), autoimmunity or tumor heterogeneity, requires technologies capable of single-cell proteomic analysis, such as flow cytometry. Surface immunophenotyping alone is often insufficient, as interrogating functional capacity is required to determine cellular mechanisms and effectively inform diagnostic biomarker discovery, therapeutics and vaccine development. However, large panels with intracellular markers are subject to numerous challenges, including spectral overlap and background cellular autofluorescence, reducing resolving power for rare subsets or populations defined by low-abundance expression. We posited that mass cytometry may overcome such limitations; to address this, three small (11-12-plex) clone-matched antibody panels were evaluated by spectral flow and mass cytometry. Panels were comprised of surface and intracellular targets (phospho-epitopes, transcription factors or cytokines) and designed to minimize fluorescence spectral overlap. CyTOF technology offered superior signal resolution across the range of intracellular targets. Improved signal-to-noise provided better resolution of phospho-events and transcription factor expression, in particular TOX and T-bet. Most strikingly, stimulation-specific IL-10+ and IL-13+ cells were only detected by CyTOF. Superior resolution of these cytokines enabled accurate population clustering, permitting more unique immune cell signatures to be found, including Tr1 and Tc2 populations, thus providing a more comprehensive picture of the immuno-diversity present. Our findings indicate that CyTOF technology could catalyze seminal discoveries in functional immune profiling, driving therapeutic design and diagnostics.
- organism: human
- assay: flow cytometry
- research focus: host-pathogen & immune response
- research focus: cell type annotation
- research focus: clustering
- approach: experimental assay
- Citations
- 2
- FWCI
- 4.10
- Field percentile
- top 7%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A 50-marker mass cytometry panel to expand analysis of the functional breadth of human immune cells
Laura C. Polanco, Michael J. Cohen, … Jennifer E Snyder-Cappione·bioRxiv·Jun 8, 2026
- ImmCellTyper: an integrated computational pipeline for systematic mining of Mass Cytometry data to assist deep immune profiling
Jing Sun, Desmond Choy, … Shahram Y. Kordasti·bioRxiv·Jan 15, 2024
- Meeting the challenges of high-dimensional data analysis in immunology
C. Zielinski, F. Theis, S. Palit·bioRxiv·Nov 20, 2018
- Single-Cell Proteomics Study of Immune Cell Diversity by Quantitating 465 Proteins
- Donor-Specific Plasma Factors Contribute to Aberrant Staining Artifacts with a Commercial Lyophilized Mass Cytometry Antibody Panel
D. Geanon, B. Lee, A. H. Rahman·bioRxiv·Nov 30, 2020
- 45-Color Full Spectrum Flow Cytometry Panel for Deep Immunophenotyping of the Major Lineages Present in Human Peripheral Blood Mononuclear Cells with Emphasis on the T cell Memory Compartment.
Lily M. Park, Joanne A Lannigan, … Diana Lucia Bonilla·Cytometry Part APeer-reviewed·Oct 28, 2024