Recursive Attention–Based Prediction of Theoretical MS/MS Spectra From Peptide Sequences
These findings demonstrate that incorporating recursive attention and multi-ion prediction significantly improve both the peak coverage and accuracy of theoretical MS/MS spectrum prediction, thereby enhancing peptide-spectrum fitting and contributing to improved peptide detection sensitivity, making DeepMultiIon a powerful tool for advanced proteomics analysis.
Authors
- Xuebing Qin (ORCID: https://orcid.org/0000-0003-4112-1506)
- Tao Cui (ORCID: https://orcid.org/0009-0002-5305-4291)
- Di Dong
- Changjiu He
- Yudong Lu
Institutions
- Shandong University of Technology (CN)
Publication Details
- Journal
- Rapid Communications in Mass Spectrometry
- Published
- 2026-01-20
- DOI
- https://doi.org/10.1002/rcm.70032
- Primary Topic
- Advanced Proteomics Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00