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A Universal Spectrum Annotator for Complex Peptidoforms in Mass Spectrometry-Based Proteomics

Douwe Schulte, Rien Leuvenink, S. Jäger, Albert J. R. Heck, Joost Snijder

2025Analytical Chemistry5 citationsDOIOpen Access PDF

Abstract

Accurate and comprehensive peptide spectrum annotation is a crucial step to interpreting mass spectrometry-based proteomics data. While peak assignment in peptide fragmentation spectra is central to a broad range of proteomics applications, current tools tend to be specialized to a specific task. Here, we present a more comprehensive interactive graphical tool (Annotator), along with the underlying codebase written in Rust (rustyms). Annotator enables unified spectrum annotation for bottom-up, middle-down, top-down, cross-linked, and glycopeptide fragmentation mass spectra from all fragmentation methods, including all ion types: a/b/c, x/y/z, d/v/w, and immonium ions. The Annotator integrates all known post-translational modifications from common databases and additionally allows for the definition of custom fragmentation models and modifications. Modifications allow for diagnostic fragment ions, site-specific neutral losses, and multiple breakage sites for cross-linkers. The underlying library used for the theoretical fragmentation and matching is based on the unified peptidoform notation ProForma 2.0 and is made available as a Rust library with Python bindings. This enables spectrum annotation in an interactive, graphical interface of diverse and complex peptidoforms across the broad range of mass spectrometry-based proteomics applications.

Topics & Concepts

Fragmentation (computing)AnnotationProteomicsShotgun proteomicsComputational biologyPython (programming language)Computer scienceMass spectrumChemistryStable isotope labeling by amino acids in cell cultureGraphical user interfaceBroad spectrumProteomeMass spectrometryGenomeArtificial intelligenceProteogenomicsAdvanced Proteomics Techniques and ApplicationsMass Spectrometry Techniques and ApplicationsMetabolomics and Mass Spectrometry Studies
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