A potential golden age to come—current tools, recent use cases, and future avenues for de novo sequencing in proteomics
peer-reviewed · Proteomics · 2018
| Date | 2018-09-01 |
| Type | peer-reviewed |
| Venue | Proteomics |
| Publisher | Wiley |
| Contribution | review |
| DOI | 10.1002/pmic.201700150 |
| Citations (OpenAlex) | 55 |
| Venue 2-year citedness | 2.96 |
Abstract
In shotgun proteomics, peptide and protein identification is most commonly conducted using database search engines, the method of choice when reference protein sequences are available. Despite its widespread use the database-driven approach is limited, mainly because of its static search space. In contrast, de novo sequencing derives peptide sequence information in an unbiased manner, using only the fragment ion information from the tandem mass spectra. In recent years, with the improvements in MS instrumentation, various new methods have been proposed for de novo sequencing. This review article provides an overview of existing de novo sequencing algorithms and software tools ranging from peptide sequencing to sequence-to-protein mapping. Various use cases are described for which de novo sequencing was successfully applied. Finally, limitations of current methods are highlighted and new directions are discussed for a wider acceptance of de novo sequencing in the community.
Methods and tools
- Golden age of de novo review: Muth, Hartkopf, Vaudel & Renard 2018 review essay in Proteomics: state of the current de novo sequencing tool landscape, recent applied use cases, and outlook on where the field is heading.
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- Identification of Unknown Biological Toxin Proteins Using Mass Spectrometry: A Case Study on De Novo Sequencing of Ricin (2025) both
- Homo-Tag-Assembler Assay for Full-Length Antibody Sequencing (2025) crossref
- Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing (2025) semanticscholar
- MARLOWE: Taxonomic Characterization of Unknown Samples for Forensics Using De Novo Peptide Identification (2025) crossref
- Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing (2025) semanticscholar
- InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments (2025) both
- Metaproteomics Beyond Databases: Addressing the Challenges and Potentials of De Novo Sequencing (2025) crossref
- Improved detection of tryptic immunoglobulin variable region peptides by chromatographic and gas-phase fractionation techniques (2024) both
- NovoLign: metaproteomics by sequence alignment (2024) crossref
- NovoLign: metaproteomics by sequence alignment (2024) both
- De novo peptide sequencing with InstaNovo: Accurate, database-free peptide identification for large scale proteomics experiments (2023) both
- Algorithms for de-novo sequencing of peptides by tandem mass spectrometry: A review (2023) crossref
- Comprehensive evaluation of peptide de novo sequencing tools for monoclonal antibody assembly (2023) both
- Current state, existing challenges, and promising progress for de novo sequencing and assembly of monoclonal antibodies (2022) both
- The impact of noise and missing fragmentation cleavages on de novo peptide identification algorithms (2022) both
- Affinity Selection from Synthetic Peptide Libraries Enabled by De Novo MS/MS Sequencing (2022) both
- Highly Robust de Novo Full-Length Protein Sequencing (2021) both
- The lysosomal endopeptidases Cathepsin D and L are selective and effective proteases for the middle‐down characterization of antibodies (2021) both
- De novo sequencing of proteins by mass spectrometry (2020) both
- Flying blind, or just flying under the radar? The underappreciated power of de novo methods of mass spectrometric peptide identification (2020) crossref
- Uncovering Thousands of New Peptides with Sequence-Mask-Search Hybrid De Novo Peptide Sequencing Framework (2019) both
- 2018 YPIC Challenge: A Case Study in Characterizing an Unknown Protein Sample (2019) both
- Structure and Peptidome of the Bat MHC Class I Molecule Reveal a Novel Mechanism Leading to High-Affinity Peptide Binding (2019) crossref
- Uncovering thousands of new HLA antigens and phosphopeptides with deep learning-based sequence-mask-search de novo peptide sequencing framework (2019) both