An assessment of software solutions for the analysis of mass spectrometry based quantitative proteomics data

LN Mueller, MY Brusniak, DR Mani… - Journal of proteome …, 2008 - ACS Publications
Over the past decade, a series of experimental strategies for mass spectrometry based
quantitative proteomics and corresponding computational methodology for the processing of …

High-throughput proteomics

Z Zhang, S Wu, DL Stenoien… - Annual review of …, 2014 - annualreviews.org
Mass spectrometry (MS)–based high-throughput proteomics is the core technique for large-
scale protein characterization. Due to the extreme complexity of proteomes, sophisticated …

IonQuant enables accurate and sensitive label-free quantification with FDR-controlled match-between-runs

F Yu, SE Haynes, AI Nesvizhskii - Molecular & Cellular Proteomics, 2021 - ASBMB
Missing values weaken the power of label-free quantitative proteomic experiments to
uncover true quantitative differences between biological samples or experimental …

Applying mass spectrometry-based proteomics to genetics, genomics and network biology

M Gstaiger, R Aebersold - Nature Reviews Genetics, 2009 - nature.com
The systematic and quantitative molecular analysis of mutant organisms that has been
pioneered by studies on mutant metabolomes and transcriptomes holds great promise for …

Proline: an efficient and user-friendly software suite for large-scale proteomics

D Bouyssié, AM Hesse, E Mouton-Barbosa… - …, 2020 - academic.oup.com
Motivation The proteomics field requires the production and publication of reliable mass
spectrometry-based identification and quantification results. Although many tools or …

Current trends in quantitative proteomics

MH Elliott, DS Smith, CE Parker… - Journal of Mass …, 2009 - Wiley Online Library
It was inevitable that as soon as mass spectrometrists were able to tell biologists which
proteins were in their samples, the next question would be how much of these proteins were …

A data processing pipeline for mammalian proteome dynamics studies using stable isotope metabolic labeling

S Guan, JC Price, SB Prusiner… - Molecular & Cellular …, 2011 - ASBMB
In a recent study, in vivo metabolic labeling using 15 N traced the rate of label incorporation
among more than 1700 proteins simultaneously and enabled the determination of individual …

Deconvolution of mixture spectra from ion-trap data-independent-acquisition tandem mass spectrometry

M Bern, G Finney, MR Hoopmann, G Merrihew… - Analytical …, 2010 - ACS Publications
Data-independent tandem mass spectrometry isolates and fragments all of the molecular
species within a given mass-to-charge window, regardless of whether a precursor ion was …

IDEAL-Q, an automated tool for label-free quantitation analysis using an efficient peptide alignment approach and spectral data validation

CC Tsou, CF Tsai, YH Tsui, PR Sudhir, YT Wang… - Molecular & Cellular …, 2010 - ASBMB
In this study, we present a fully automated tool, called IDEAL-Q, for label-free quantitation
analysis. It accepts raw data in the standard mzXML format as well as search results from …

Spectral index for assessment of differential protein expression in shotgun proteomics

X Fu, SA Gharib, PS Green, ML Aitken… - Journal of proteome …, 2008 - ACS Publications
Detecting differentially expressed proteins is a key goal of proteomics. We describe a label-
free method, the spectral index, for analyzing relative protein abundance in large-scale data …