Algorithms for the de novo sequencing of peptides from tandem mass spectra
peer-reviewed · Expert Review of Proteomics · 2011
| Date | 2011-10-01 |
| Type | peer-reviewed |
| Venue | Expert Review of Proteomics |
| Publisher | Informa UK Limited |
| Contribution | review |
| DOI | 10.1586/epr.11.54 |
| Citations (OpenAlex) | 115 |
| Venue 2-year citedness | 3.10 |
Abstract
Proteomics is the study of proteins, their time- and location-dependent expression profiles, as well as their modifications and interactions. Mass spectrometry is useful to investigate many of the questions asked in proteomics. Database search methods are typically employed to identify proteins from complex mixtures. However, databases are not often available or, despite their availability, some sequences are not readily found therein. To overcome this problem, de novo sequencing can be used to directly assign a peptide sequence to a tandem mass spectrometry spectrum. Many algorithms have been proposed for de novo sequencing and a selection of them are detailed in this article. Although a standard accuracy measure has not been agreed upon in the field, relative algorithm performance is discussed. The current state of the de novo sequencing is assessed thereafter and, finally, examples are used to construct possible future perspectives of the field.
Methods and tools
- Algorithms for the de novo sequencing of peptides from tandem MS: Expert Review of Proteomics survey of algorithms for de novo sequencing of peptides from tandem mass spectra.
Cites (34)
- pNovo: De novo Peptide Sequencing and Identification Using HCD Spectra (2010) crossref
- A high-throughput de novo sequencing approach for shotgun proteomics using high-resolution tandem mass spectrometry (2010) crossref
- De novo sequencing of peptides by MS/MS (2010) crossref
- Spectral Profiles, a Novel Representation of Tandem Mass Spectra and Their Applications for de Novo Peptide Sequencing and Identification (2009) crossref
- Spectral Dictionaries: Integrating de novo Peptide Sequencing with Database Search of Tandem Mass Spectra (2009) crossref
- Automated de novo protein sequencing of monoclonal antibodies (2008) crossref
- DirecTag: Accurate Sequence Tags from Peptide MS/MS through Statistical Scoring (2008) crossref
- Peptide Fragment Ion Analyser (PFIA): a simple and versatile tool for the interpretation of tandem mass spectrometric data and de novo sequencing of peptides (2007) crossref
- Assessing peptide de novo sequencing algorithms performance on large and diverse data sets (2007) crossref
- MSNovo: A Dynamic Programming Algorithm for de Novo Peptide Sequencing via Tandem Mass Spectrometry (2007) crossref
- Lookup Peaks: A Hybrid of de Novo Sequencing and Database Search for Protein Identification by Tandem Mass Spectrometry (2007) crossref
- De Novo Peptide Identification via Tandem Mass Spectrometry and Integer Linear Optimization (2007) crossref
- De Novo Peptide Sequencing and Identification with Precision Mass Spectrometry (2007) crossref
- Performance Evaluation of Existing De Novo Sequencing Algorithms (2006) crossref
- De novo peptide sequencing using exhaustive enumeration of peptide composition (2006) crossref
- De Novo Analysis of Peptide Tandem Mass Spectra by Spectral Graph Partitioning (2006) crossref
- Proteomics-Grade de Novo Sequencing Approach (2005) crossref
- NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing (2005) crossref
- AUDENS: A Tool for Automated Peptide de Novo Sequencing (2005) crossref
- SPIDER: software for protein identification from sequence tags with de novo sequencing error (2005) crossref
- Identification of Protein Modifications Using MS/MS de Novo Sequencing and the OpenSea Alignment Algorithm (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
- Peptide and protein de novo sequencing by mass spectrometry (2003) crossref
- A Suboptimal Algorithm for De Novo Peptide Sequencing via Tandem Mass Spectrometry (2003) crossref
- Searching Sequence Databases via De Novo Peptide Sequencing by Tandem Mass Spectrometry (2002) crossref
- A Dynamic Programming Approach to De Novo Peptide Sequencing via Tandem Mass Spectrometry (2001) crossref
- Implementation and Uses of Automated de Novo Peptide Sequencing by 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
Cited by (15)
- Prime-DiffNovo: Accurate Peptide De Novo Sequencing via Non-autoregressive Generation and Diffusion Refinement (2026) crossref
- Accurate de novo peptide sequencing using fully convolutional neural networks (2023) both
- Direct Identification of Urinary Tract Pathogens by MALDI-TOF/TOF Analysis and De Novo Peptide Sequencing (2022) both
- Metaproteomic Characterization of Forensic Samples (2022) crossref
- Highly Robust de Novo Full-Length Protein Sequencing (2021) both
- GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm (2019) both
- A potential golden age to come—current tools, recent use cases, and future avenues for de novo sequencing in proteomics (2018) crossref
- Evaluating de novo sequencing in proteomics: already an accurate alternative to database-driven peptide identification? (2017) crossref
- NIPTL-Novo: Non-isobaric peptide termini labeling assisted peptide de novo sequencing (2017) crossref
- Open-pNovo: De Novo Peptide Sequencing with Thousands of Protein Modifications (2017) crossref
- Peptide de novo sequencing of mixture tandem mass spectra (2016) both
- Application of de Novo Sequencing to Large-Scale Complex Proteomics Data Sets (2016) crossref
- DeNovoGUI: An Open Source Graphical User Interface for de Novo Sequencing of Tandem Mass Spectra (2014) both
- High-Confidence de Novo Peptide Sequencing Using Positive Charge Derivatization and Tandem MS Spectra Merging (2013) crossref
- pNovo+: De Novo Peptide Sequencing Using Complementary HCD and ETD Tandem Mass Spectra (2013) crossref