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March 4, 20260 citations

High-Sensitive Mass Cytometry Metal Tags Based on Noble Metal Nanoparticles Assisting Acute Myeloid Leukemia Immune Checkpoint Profiling.

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ZLZhizhou LiuYYYu YangLQLingfei Qiu

Key Points

  • To develop a more sensitive mass cytometry technique for profiling immune checkpoints in acute myeloid leukemia.
  • Utilized antibody-conjugated gold and platinum nanoparticles for metal tags in mass cytometry.
  • Compared sensitivity of low-dose gold nanoparticles with traditional metal-chelating polymers.
  • Identified distinct T cell subpopulations in healthy and acute myeloid leukemia samples.
  • Achieved sensitivity comparable to metal-chelating polymers with low doses of gold nanoparticles.
  • Enabled up to 48-fold signal amplification at higher concentrations of nanoparticles.
  • Identified three significant T cell subpopulations and multiple biomarkers, including TIGIT and OX40.

Abstract

Mass cytometry is optimal for acute leukemia immune checkpoint profiling. However, current commercial metal-chelating polymer (MCP) metal tags limit its sensitivity due to low metal loading capacity. We report a novel synthetic strategy employing antibody-conjugated gold or platinum nanoparticles (AuNP/PtNP) for high-dimensional single-cell immunophenotyping in both single cell suspension mass cytometry and imaging mass cytometry. Extremely low-dose AuNP (34 NPs/cell) exhibited MCP-comparable sensitivity, while high doses enabled up to 48-fold signal amplification. Furthermore, integration of the detection of low-abundance TIGIT and OX40 by AuNP/PtNP tags and other 22 biomarkers by MCP tags, three significantly distinct T cell subpopulations in healthy donor and acute myeloid leukemia samples were identified, providing new targets and intervention strategies for the diagnosis and treatment of acute myeloid leukemia. The proposed strategies demonstrate that noble metal NP-based tags show promising potential in detection of low-abundance cell surface biomarkers and enhance MC implementation in both biomedical and clinical applications.

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Cite This Study

Liu et al. (2026) studied this question.

synapsesocial.com/papers/69a7cc8ed48f933b5eed82cchttps://doi.org/10.1002/advs.74529
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