Can we Confidently Sequence the „Peptide Dark Matter“? Reaching a Consensus for De Novo Peptide Sequencing
presentation · Proceedings of the 38th European Peptide Symposium · 2026
presentation · Proceedings of the 38th European Peptide Symposium · 2026. Sebastian Johannes Eder et al.
| Date | 2026-09-24 |
| Type | presentation |
| Venue | Proceedings of the 38th European Peptide Symposium |
| Publisher | The European Peptide Society |
| Contribution | post-processor |
| DOI | 10.17952/38eps.2026.p270 |
| Citations (OpenAlex) | 0 |
Methods and tools
- QUORUM: Consensus de novo caller with FDR control: runs Casanovo, InstaNovo and PrimeNovo on the same spectrum, scores every aligned residue with a gradient-boosted model from inter-model agreement, ion evidence class and retention-time error, assembles a fourth candidate and picks among the four with a logistic-regression selector.
Methods it uses
- Casanovo: First Transformer
- InstaNovo: Knapsack beam search
- π-PrimeNovo: NAR Transformer (CTC)