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Updated: Apr 30, 2026

Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Sequential versus Simultaneous Quantitative Analysis of Biomarkers in Individual Cells by ICP-MS and Mass Cytometry:
Ángela de la Rosa-Díaz1,2, Christian Sordo-Bahamonde2,3,4, Segundo Gonzalez2,3,4
1Department of Physical and Analytical Chemistry, Faculty of Chemistry, University of Oviedo, c/Julián Clavería 8, Oviedo 33006, Spain.
Insights
Accurate elemental quantification in single cells using inductively coupled plasma mass spectrometry (ICP-MS) is challenging. This study optimizes ICP-MS methods for comparable results with mass cytometry (CyTOF), validating its use for immunotherapeutic agent quantification.
Area of Science:
- Analytical Chemistry
- Cell Biology
- Biotechnology
Background:
- Accurate elemental quantification in single cells is vital for biological research.
- Inductively coupled plasma mass spectrometry (ICP-MS) with nonsimultaneous mass analyzers presents technical challenges for elemental quantification.
- Optimizing quantification strategies is essential for reliable single-cell analysis.
Purpose of the Study:
- To establish conditions for comparable sequential and simultaneous elemental detection in single cells using ICP-MS.
- To compare single-cell ICP-MS (SC-ICP-MS) with mass cytometry (CyTOF) for quantifying immunotherapeutic agent-target interactions.
- To validate a unified calibration strategy for both SC-ICP-MS and CyTOF.
Main Methods:
- Sequential and simultaneous elemental quantification using ICP-MS.
- Optimization of cell storage and dilution conditions for ICP-MS analysis.
- Comparison of SC-ICP-MS and CyTOF for quantifying Rituximab-CD20 interactions on MEC-1 cells labeled with Lutetium (Lu).
Main Results:
- Cell storage and dilution conditions were found to be more critical than cell deposition for ICP-MS quantification.
- SC-ICP-MS and CyTOF yielded comparable results for CD20 expression levels (approx. 1 × 10^4 receptors/cell).
- A slight bias towards higher results was observed with SC-ICP-MS compared to CyTOF, potentially due to data treatment differences.
Conclusions:
- Optimized ICP-MS protocols enable reliable elemental quantification in single cells.
- SC-ICP-MS and CyTOF are suitable for quantifying immunotherapeutic agent binding with comparable results.
- The study validates a unified calibration strategy for both SC-ICP-MS and CyTOF, applicable to clinical samples.
Abstract:
Quantification strategies to establish the content of different elements in individual cells are crucial for elucidating any kind of biological conclusion. Technically, this process is hampered when using inductively coupled plasma mass spectrometry (ICP-MS) with nonsimultaneous mass analyzers. This work aims to establish under which set of conditions the sequential and simultaneous detection of different elements in individual cells provides comparable results. Thus, endogenous elements (P and Fe) and Ir as an exogenous cell marker are sequentially measured and quantified using ICP-MS revealing that cell storage and dilution conditions are more critical than cell deposition within the sample introduction device. Under optimized conditions, the interaction of an immunotherapeutic agent (Rituximab) that directs against the B-lymphocyte antigen called cluster of differentiation 20 (CD20) on a B-cell chronic lymphocytic leukemia cell line (MEC-1) is quantified using both single-cell analysis by ICP-MS (SC-ICP-MS) and mass cytometry (CyTOF) after labeling with Lu. Although the obtained values are in good agreement, a general trend is observed with a slight bias toward higher results in SC-ICP-MS versus CyTOF probably ascribed to the automated data treatment system used in CyTOF, discarding double cell events. Both analytical approaches (SC-ICP-MS and CyTOF) showed comparable levels of CD20 expression around 1 × 104 receptors/cell in good agreement with the literature, proving the suitability of a similar calibration strategy for both instruments. The application of CyTOF quantification strategies has permitted the analysis of CD20 in healthy subjects and patient samples as proof of concept for the applicability of the proposed work.
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