A survey of computational methods and error rate estimation procedures for peptide and protein identification in shotgun proteomics

AI Nesvizhskii - Journal of proteomics, 2010 - Elsevier
This manuscript provides a comprehensive review of the peptide and protein identification
process using tandem mass spectrometry (MS/MS) data generated in shotgun proteomic …

Assigning significance to peptides identified by tandem mass spectrometry using decoy databases

L Käll, JD Storey, MJ MacCoss… - Journal of proteome …, 2008 - ACS Publications
Automated methods for assigning peptides to observed tandem mass spectra typically return
a list of peptide− spectrum matches, ranked according to an arbitrary score. In this article, we …

Analysis and validation of proteomic data generated by tandem mass spectrometry

AI Nesvizhskii, O Vitek, R Aebersold - Nature methods, 2007 - nature.com
The analysis of the large amount of data generated in mass spectrometry–based proteomics
experiments represents a significant challenge and is currently a bottleneck in many …

Protein identification false discovery rates for very large proteomics data sets generated by tandem mass spectrometry

L Reiter, M Claassen, SP Schrimpf, M Jovanovic… - Molecular & Cellular …, 2009 - ASBMB
Comprehensive characterization of a proteome is a fundamental goal in proteomics. To
achieve saturation coverage of a proteome or specific subproteome via tandem mass …

Deciphering the human platelet sheddome

KP Fong, C Barry, AN Tran, EA Traxler… - Blood, The Journal …, 2011 - ashpublications.org
Activated platelets shed surface proteins, potentially modifying platelet function as well as
providing a source of bioactive fragments. Previous studies have identified several …

Improving sensitivity by probabilistically combining results from multiple MS/MS search methodologies

BC Searle, M Turner, AI Nesvizhskii - The Journal of Proteome …, 2008 - ACS Publications
Database-searching programs generally identify only a fraction of the spectra acquired in a
standard LC/MS/MS study of digested proteins. Subtle variations in database-searching …

Protein inference: a review

T Huang, J Wang, W Yu, Z He - Briefings in bioinformatics, 2012 - academic.oup.com
Assembling peptides identified from tandem mass spectra into a list of proteins, referred to
as protein inference, is a critical step in proteomics research. Due to the existence of …

Deterministic protein inference for shotgun proteomics data provides new insights into Arabidopsis pollen development and function

MA Grobei, E Qeli, E Brunner, H Rehrauer… - Genome …, 2009 - genome.cshlp.org
Pollen, the male gametophyte of flowering plants, represents an ideal biological system to
study developmental processes, such as cell polarity, tip growth, and morphogenesis. Upon …

Efficient marginalization to compute protein posterior probabilities from shotgun mass spectrometry data

O Serang, MJ MacCoss, WS Noble - Journal of proteome research, 2010 - ACS Publications
The problem of identifying proteins from a shotgun proteomics experiment has not been
definitively solved. Identifying the proteins in a sample requires ranking them, ideally with …

Analysis of the zebrafish proteome during embryonic development

MB Lucitt, TS Price, A Pizarro, W Wu, AK Yocum… - Molecular & Cellular …, 2008 - ASBMB
The model organism zebrafish (Danio rerio) is particularly amenable to studies deciphering
regulatory genetic networks in vertebrate development, biology, and pharmacology …