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) | 60 |
| Venue 2-year citedness | 2.58 |
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.
Cites (42)
- pSite: Amino Acid Confidence Evaluation for Quality Control of De Novo Peptide Sequencing and Modification Site Localization (2017) crossref
- De novo peptide sequencing by deep learning (2017) crossref
- Combining De Novo Peptide Sequencing Algorithms, A Synergistic Approach to Boost Both Identifications and Confidence in Bottom-up Proteomics (2017) crossref
- MRUniNovo: an efficient tool for de novo peptide sequencing utilizing the Hadoop distributed computing framework (2017) crossref
- Open-pNovo: De Novo Peptide Sequencing with Thousands of Protein Modifications (2017) crossref
- De Novo MS/MS Sequencing of Native Human Antibodies (2017) crossref
- Peptide de novo sequencing of mixture tandem mass spectra (2016) crossref
- UVnovo: A de Novo Sequencing Algorithm Using Single Series of Fragment Ions via Chromophore Tagging and 351 nm Ultraviolet Photodissociation Mass Spectrometry (2016) crossref
- Application of de Novo Sequencing to Large-Scale Complex Proteomics Data Sets (2016) crossref
- Novor: Real-Time Peptide de Novo Sequencing Software (2015) crossref
- PeptideShaker enables reanalysis of MS-derived proteomics data sets (2015) crossref
- Lessons in de novo peptide sequencing by tandem mass spectrometry (2015) crossref
- DeNovoGUI: An Open Source Graphical User Interface for de Novo Sequencing of Tandem Mass Spectra (2014) crossref
- MS2PIP: a tool for MS/MS peak intensity prediction (2013) crossref
- UniNovo: a universal tool for de novo peptide sequencing (2013) crossref
- Sequencing-Grade De novo Analysis of MS/MS Triplets (CID/HCD/ETD) From Overlapping Peptides (2013) crossref
- pNovo+: De Novo Peptide Sequencing Using Complementary HCD and ETD Tandem Mass Spectra (2013) crossref
- Shotgun Protein Sequencing with Meta-contig Assembly (2012) crossref
- PEAKS DB: De Novo Sequencing Assisted Database Search for Sensitive and Accurate Peptide Identification (2012) crossref
- Antilope—A Lagrangian Relaxation Approach to the de novo Peptide Sequencing Problem (2012) crossref
- De Novo Sequencing and Homology Searching (2012) crossref
- Algorithms for the de novo sequencing of peptides from tandem mass spectra (2011) crossref
- pNovo: De novo Peptide Sequencing and Identification Using HCD Spectra (2010) crossref
- De novo sequencing of peptides by MS/MS (2010) crossref
- Automated de novo protein sequencing of monoclonal antibodies (2008) crossref
- DirecTag: Accurate Sequence Tags from Peptide MS/MS through Statistical Scoring (2008) crossref
- MSNovo: A Dynamic Programming Algorithm for de Novo Peptide Sequencing via Tandem Mass Spectrometry (2007) crossref
- De Novo Peptide Identification via Tandem Mass Spectrometry and Integer Linear Optimization (2007) crossref
- Proteomics-Grade de Novo Sequencing Approach (2005) crossref
- NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing (2005) crossref
- SPIDER: software for protein identification from sequence tags with de novo sequencing error (2005) crossref
- PepNovo: de novo peptide sequencing via probabilistic network modeling (2005) crossref
- De Novo Peptide Sequencing Based on a Divide-and-Conquer Algorithm and Peptide Tandem Spectrum Simulation (2004) crossref
- Algorithms for de novo peptide sequencing using tandem mass spectrometry (2004) crossref
- GutenTag: High-Throughput Sequence Tagging via an Empirically Derived Fragmentation Model (2003) crossref
- PEAKS: powerful software for peptide de novo sequencing by tandem mass spectrometry (2003) crossref
- A Dynamic Programming Approach to De Novo Peptide Sequencing via Tandem Mass Spectrometry (2001) crossref
- Automated interpretation of low-energy collision-induced dissociation spectra by SeqMS, a software aid for de novo sequencing by tandem mass spectrometry (2000) crossref
- De novo peptide sequencing via tandem mass spectrometry (1999) crossref
- Sequence database searches via de novo peptide sequencing by tandem mass spectrometry (1997) crossref
- Error-Tolerant Identification of Peptides in Sequence Databases by Peptide Sequence Tags (1994) crossref
- Computer program (SEQPEP) to aid in the interpretation of high-energy collision tandem mass spectra of peptides (1989) crossref
Cited by (12)
- Identification of Unknown Biological Toxin Proteins Using Mass Spectrometry: A Case Study on De Novo Sequencing of Ricin (2025) both
- 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
- 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
- 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
- Highly Robust de Novo Full-Length Protein Sequencing (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