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Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators
- Source :
- Nature Biotechnology. 30:858-867
- Publication Year :
- 2012
- Publisher :
- Springer Science and Business Media LLC, 2012.
-
Abstract
- The ability to comprehensively explore the impact of bio-active molecules on human samples at the single-cell level can provide great insight for biomedical research. Mass cytometry enables quantitative single-cell analysis with deep dimensionality, but currently lacks high-throughput capability. Here we report a method termed mass-tag cellular barcoding (MCB) that increases mass cytometry throughput by sample multiplexing. 96-well format MCB was used to characterize human peripheral blood mononuclear cell (PBMC) signaling dynamics, cell-to-cell communication, the signaling variability between 8 donors, and to define the impact of 27 inhibitors on this system. For each compound, 14 phosphorylation sites were measured in 14 PBMC types, resulting in 18,816 quantified phosphorylation levels from each multiplexed sample. This high-dimensional systems-level inquiry allowed analysis across cell-type and signaling space, reclassified inhibitors, and revealed off-target effects. MCB enables high-content, high-throughput screening, with potential applications for drug discovery, pre-clinical testing, and mechanistic investigation of human disease.
- Subjects :
- Biomedical Engineering
2204 Biomedical Engineering
Bioengineering
Biology
Applied Microbiology and Biotechnology
Peripheral blood mononuclear cell
Article
Flow cytometry
Heterocyclic Compounds, 1-Ring
03 medical and health sciences
0302 clinical medicine
High-Throughput Screening Assays
medicine
Humans
2402 Applied Microbiology and Biotechnology
Mass cytometry
Multiplex
Phosphorylation
Protein Kinase Inhibitors
Chelating Agents
030304 developmental biology
Principal Component Analysis
0303 health sciences
1502 Bioengineering
medicine.diagnostic_test
Drug discovery
Systems Biology
Flow Cytometry
Small molecule
Molecular biology
10124 Institute of Molecular Life Sciences
Cell biology
1313 Molecular Medicine
030220 oncology & carcinogenesis
Leukocytes, Mononuclear
1305 Biotechnology
570 Life sciences
biology
Molecular Medicine
K562 Cells
Signal Transduction
Biotechnology
Subjects
Details
- ISSN :
- 15461696 and 10870156
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- Nature Biotechnology
- Accession number :
- edsair.doi.dedup.....44bb57dfee905ab2cb112a270cd5ad4c
- Full Text :
- https://doi.org/10.1038/nbt.2317