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Updated: Aug 9, 2025

Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification
Published on: November 15, 2017
Label-free single cell proteomics utilizing ultrafast LC and MS instrumentation: A valuable complementary technique
Manuel Matzinger1, Rupert L Mayer1, Karl Mechtler1,2,3
1Research Institute of Molecular Pathology (IMP), Vienna BioCenter, Vienna, Austria.
Mapping proteomic fingerprints to transcriptomic data is key to understanding phenotype. Label-free single-cell mass spectrometry (SCP) offers promising advances for sensitive, robust, and unbiased protein quantification in single cells.
Area of Science:
- Proteomics
- Genomics
- Single-cell analysis
Background:
- Understanding gene expression's translation to phenotype requires mapping proteomic data to transcriptomic data.
- Unlike nucleic acid sequencing, in vitro protein amplification is impossible, and no gold standard single-cell proteomic workflow exists.
- Advances in microfluidics, separation, data acquisition, and analysis have improved tiny sample analysis.
Purpose of the Study:
- To review recent advances in label-free single-cell mass spectrometry (SCP) workflows.
- To guide researchers in selecting optimal SCP methods for their applications.
- To highlight future potential and limitations of SCP techniques.
Main Methods:
- Focus on label-free single-cell mass spectrometry (SCP) workflows.
- Discussion of microfluidic sample preparation, multi-dimensional separation, data acquisition, and analysis.
- Evaluation of multiplexing versus label-free strategies for sensitivity, robustness, and throughput.
Main Results:
- Label-free SCP is a promising strategy for high dynamic range and unbiased quantification.
- Recent advancements have significantly improved performance in analyzing small sample amounts.
- Sensitivity, robustness, and throughput remain critical needs in the field.
Conclusions:
- Label-free SCP workflows are advancing rapidly, offering new possibilities for single-cell proteomics.
- Careful method selection is crucial for specific applications.
- Future research should address current limitations and explore new applications.
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