A Handle on Mass Coincidence Errors in De Novo Sequencing of Antibodies by Bottom-up Proteomics

Douwe Schulte, Joost Snijder*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Antibody sequences can be determined at 99% accuracy directly from the polypeptide product by using bottom-up proteomics techniques. Sequencing accuracy at the peptide level is limited by the isobaric residues leucine and isoleucine, incomplete fragmentation spectra in which the order of two or more residues remains ambiguous due to lacking fragment ions for the intermediate positions, and isobaric combinations of amino acids, of potentially different lengths, for example, GG = N and GA = Q. Here, we present several updates to Stitch (v1.5), which performs template-based assembly of de novo peptides to reconstruct antibody sequences. This version introduces a mass-based alignment algorithm that explicitly accounts for mass coincidence errors. In addition, it incorporates a postprocessing procedure to assign I/L residues based on secondary fragments (satellite ions, i.e., w-ions). Moreover, evidence for sequence assignments can now be directly evaluated with the addition of an integrated spectrum viewer. Lastly, input data from a wider selection of de novo peptide sequencing algorithms are allowed, now including Casanovo, PEAKS, Novor.Cloud, pNovo, and MaxNovo, in addition to flat text and FASTA. Combined, these changes make Stitch compatible with a larger range of data processing pipelines and improve its tolerance to peptide-level sequencing errors.

Original languageEnglish
Pages (from-to)3552-3559
Number of pages8
JournalJournal of Proteome Research
Volume23
Issue number8
DOIs
Publication statusPublished - 2 Aug 2024

Bibliographical note

Publisher Copyright:
© 2024 The Authors. Published by American Chemical Society.

Funding

The authors thank Bastiaan de Graaf for the fruitful discussions regarding the design of Stitch and the mass-based alignment algorithm. We would also like to thank Lukas Kall for helpful input and feedback on the manuscript. This research was funded by the Dutch Research Council NWO Gravitation 2013 BOO, Institute for Chemical Immunology (ICI; 024.002.009), and the European Research Council Executive Agency HORIZON ERC-2022-STG (FLAVIR;101077640).

FundersFunder number
Dutch Research Council NWO Gravitation 2013 BOO, Institute for Chemical Immunology (ICI)024.002.009
European Research Council Executive Agency HORIZONERC-2022-STG, 101077640

    Keywords

    • alignment
    • antibodies
    • de novo sequencing
    • isobaric
    • mass spectrometry
    • sequence assembly

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