Limitations and pitfalls in protein identification by mass spectrometry

G Lubec, L Afjehi-Sadat - Chemical reviews, 2007 - ACS Publications
The advent of proteomics techniques for protein identification (PrI) represented a major step
forward in protein chemistry, 1, 2 and indeed, a legion of laboratories are now using different …

Algorithms for the de novo sequencing of peptides from tandem mass spectra

J Allmer - Expert review of proteomics, 2011 - Taylor & Francis
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 …

Spectral probabilities and generating functions of tandem mass spectra: a strike against decoy databases

S Kim, N Gupta, PA Pevzner - Journal of proteome research, 2008 - ACS Publications
A key problem in computational proteomics is distinguishing between correct and false
peptide identifications. We argue that evaluating the error rates of peptide identifications is …

Mitigating the missing-fragmentation problem in de novo peptide sequencing with a two-stage graph-based deep learning model

Z Mao, R Zhang, L Xin, M Li - Nature Machine Intelligence, 2023 - nature.com
Novel protein discovery and immunopeptidomics depend on highly sensitive de novo
peptide sequencing with tandem mass spectrometry. Despite notable improvement using …

De novo sequencing and homology searching

B Ma, R Johnson - Molecular & cellular proteomics, 2012 - ASBMB
In proteomics, de novo sequencing is the process of deriving peptide sequences from
tandem mass spectra without the assistance of a sequence database. Such analyses have …

Evaluating de novo sequencing in proteomics: already an accurate alternative to database-driven peptide identification?

T Muth, BY Renard - Briefings in bioinformatics, 2018 - academic.oup.com
While peptide identifications in mass spectrometry (MS)-based shotgun proteomics are
mostly obtained using database search methods, high-resolution spectrum data from …

pNovo: De novo Peptide Sequencing and Identification Using HCD Spectra

H Chi, RX Sun, B Yang, CQ Song… - Journal of proteome …, 2010 - ACS Publications
De novo peptide sequencing has improved remarkably in the past decade as a result of
better instruments and computational algorithms. However, de novo sequencing can …

Proteomics-grade de novo sequencing approach

MM Savitski, ML Nielsen, F Kjeldsen… - Journal of proteome …, 2005 - ACS Publications
The conventional approach in modern proteomics to identify proteins from limited
information provided by molecular and fragment masses of their enzymatic degradation …

Proteome informatics I: bioinformatics tools for processing experimental data

PM Palagi, P Hernandez, D Walther, RD Appel - Proteomics, 2006 - Wiley Online Library
Bioinformatics tools for proteomics, also called proteome informatics tools, span today a
large panel of very diverse applications ranging from simple tools to compare protein amino …

pNovo+: de novo peptide sequencing using complementary HCD and ETD tandem mass spectra

H Chi, H Chen, K He, L Wu, B Yang… - Journal of proteome …, 2013 - ACS Publications
De novo peptide sequencing is the only tool for extracting peptide sequences directly from
tandem mass spectrometry (MS) data without any protein database. However, neither the …