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Systems BiologyCell Systems
Peer-reviewed journal article

Robust, sensitive, and quantitative single-cell proteomics based on ion mobility filtering

Jongmin Jacob WooiD, Gérémy ClairiD, Sarah WilliamsiD, Song FengiD, Chia‐Feng TsaiiD, Ronald Jay MooreiD, William ChrisleriD, Richard D. SmithiD, Ryan KellyiD, Ljiljana Paša‐TolićiD, Charles K. AnsongiD, Ying ZhuiD

Abstract

Unbiased single-cell proteomics (scProteomics) promises to advance our understanding of cell functions within complex biological systems. However, a major challenge for current methods is their ability to identify and provide accurate quantitative information for low abundance proteins. Herein, we describe an ion mobility-enhanced mass spectrometry acquisition and peptide identification method, TIFF (Transferring Identification based on FAIMS Filtering), designed to improve the sensitivity and accuracy of label-free scProteomics. TIFF significantly extends the ion accumulation times for peptide ions by filtering out singly charged background ions. The peptide identities are then assigned by a 3-dimensional MS1 feature matching approach (retention time, accurate mass, and FAIMS compensation voltage). The TIFF method enabled unbiased proteome analysis to a depth of >1,700 proteins in single HeLa cells with >1,100 proteins consistently quantified. As a demonstration, we applied the TIFF method to obtain temporal proteome profiles of >150 single murine macrophage cells during a lipopolysaccharide stimulation experiment and identified time-dependent proteome profiles.

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