PSMtags improve peptide sequencing and throughput in sensitive proteomics
Harrison SpechtiD, Sarah N. SipeiD, Mei‐Yin YehiD, David Barnes‐SeemaniD, Mark E. AdamoiD, Kevin A. McDonnelliD, Michael P. AgiusiD, Corinna FriedrichiD, Helena Rittenhouse, Joshua J Abbott, Wai Kit Pang, Yanchang HuangiD, Kalyani RajuiD, Wayne VuongiD, Michael A. LeeiD, Ahmet YeşilçimeniD, Joseph S. BrowniD, Chao Wang, Ryan KellyiD, Bradley L. PenteluteiD, Nikolai SlavoviD
Abstract
Mass spectrometry-based proteomics enables comprehensive characterization of proteins, but label-free approaches are challenging to scale to thousands of samples per day (SPD). Multiplexed data-independent approaches (plexDIA) can increase throughput but lack the mass tags to enable it. Here, we systematically screened a library of 576 compounds and identified several small molecules that, when conjugated to peptides, improve their detection and sequence identification. The lead molecule, PSMtag, substantially increases the detection of fragment b-ions, which increases the confidence of sequence identification and enhances de novo sequencing. PSMtags allow 9-plexDIA, using only stable isotopes of carbon, oxygen and nitrogen. As a result, it allows increasing sample throughput for plexDIA workflows. We demonstrate 1,130 SPD with 9-plexDIA from single-cell-level human proteomes, acquiring 27,520 protein datapoints in the same time label-free methods acquire 3,216. Our approach constitutes an expandable framework for developing mass tags to overcome existing limitations in multiplexed proteomics.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 6
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Increasing the throughput of sensitive proteomics by plexDIA
Jason Derks, Andrew Leduc, … Nikolai Slavov·Nature BiotechnologyPeer-reviewed·Jul 14, 2022
- How to design 1000-plex mass tags using the differential mass defect
Harrison Specht, Kevin A. McDonnell, … Michael P. Agius·Journal of Proteome ResearchPeer-reviewed·Oct 7, 2026
- timePlex: Increasing mass spectrometry throughput using time-encoded sample multiplexing
Jason Derks, Kevin A. McDonnell, … Nikolai Slavov·bioRxiv·May 22, 2025
- JMod: Joint modeling of mass spectra for empowering multiplexed DIA proteomics
Kevin A. McDonnell, Daniel Geiszler, … Nikolai Slavov·bioRxiv·May 22, 2025
- Strategies for increasing the depth and throughput of protein analysis by plexDIA
Jason Derks, Nikolai Slavov·Journal of Proteome ResearchPeer-reviewed·Feb 3, 2023
- Trapped Ion Mobility Spectrometry Reduces Spectral Complexity in Mass Spectrometry Based Workflow
Joshua Charkow, Hannes Luc Röst·Analytical ChemistryPeer-reviewed·Dec 9, 2021