4.4 Review

Current challenges in software solutions for mass spectrometry-based quantitative proteomics

Related references

Note: Only part of the references are listed.
Review Biochemical Research Methods

Applications of stable isotope dimethyl labeling in quantitative proteomics

Duangnapa Kovanich et al.

ANALYTICAL AND BIOANALYTICAL CHEMISTRY (2012)

Review Biochemistry & Molecular Biology

Quantitative, High-Resolution Proteomics for Data-Driven Systems Biology

Juergen Cox et al.

ANNUAL REVIEW OF BIOCHEMISTRY, VOL 80 (2011)

Article Biochemical Research Methods

Improved Peptide Identification by Targeted Fragmentation Using CID, HCD and ETD on an LTQ-Orbitrap Velos

Christian K. Frese et al.

JOURNAL OF PROTEOME RESEARCH (2011)

Article Biochemical Research Methods

Deconvolution of overlapping isotopic clusters improves quantification of stable isotope-labeled peptides

Salvatore Cappadona et al.

JOURNAL OF PROTEOMICS (2011)

Article Biotechnology & Applied Microbiology

Recent developments in quantitative proteomics

Christopher H. Becker et al.

MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS (2011)

Article Multidisciplinary Sciences

Global quantification of mammalian gene expression control

Bjoern Schwanhaeusser et al.

NATURE (2011)

Review Biochemical Research Methods

Discussion on common data analysis strategies used in MS-based proteomics

Rune Matthiesen et al.

PROTEOMICS (2011)

Article Biochemical Research Methods

Generic workflow for quality assessment of quantitative label-free LC-MS analysis

Marianne Sandin et al.

PROTEOMICS (2011)

Review Biochemical Research Methods

Less label, more free: Approaches in label-free quantitative mass spectrometry

Karlie A. Neilson et al.

PROTEOMICS (2011)

Article Biotechnology & Applied Microbiology

Accurate proteome-wide protein quantification from high-resolution N-15 mass spectra

Zia Khan et al.

GENOME BIOLOGY (2011)

Article Chemistry, Analytical

Deconvolution of Mixture Spectra from Ion-Trap Data-Independent-Acquisition Tandem Mass Spectrometry

Marshall Bern et al.

ANALYTICAL CHEMISTRY (2010)

Review Plant Sciences

Quantitation in Mass-Spectrometry-Based Proteomics

Waltraud X. Schulze et al.

ANNUAL REVIEW OF PLANT BIOLOGY, VOL 61 (2010)

Article Biochemical Research Methods

Methods for combining peptide intensities to estimate relative protein abundance

Brian Carrillo et al.

BIOINFORMATICS (2010)

Review Biochemical Research Methods

Peek a peak: a glance at statistics for quantitative label-free proteomics

Katharina Podwojski et al.

EXPERT REVIEW OF PROTEOMICS (2010)

Review Biochemical Research Methods

Role of spectral counting in quantitative proteomics

Deborah H. Lundgren et al.

EXPERT REVIEW OF PROTEOMICS (2010)

Article Biochemical Research Methods

H-Score, a Mass Accuracy Driven Rescoring Approach for Improved Peptide Identification in Modification Rich Samples

Mikhail M. Savitski et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

Time Alignment Algorithms Based on Selected Mass Traces for Complex LC-MS Data

Christin Christin et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

Artificial Decoy Spectral Libraries for False Discovery Rate Estimation in Spectral Library Searching in Proteomics

Henry Lam et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

Quantifying the Impact of Chimera MS/MS Spectra on Peptide Identification in Large-Scale Proteomics Studies

Stephane Houel et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

Quantitative Phosphoproteomic Analysis of T Cell Receptor Signaling in Diabetes Prone and Resistant Mice

Leo K. Iwai et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

MSQuant, an Open Source Platform for Mass Spectrometry-Based Quantitative Proteomics

Peter Mortensen et al.

JOURNAL OF PROTEOME RESEARCH (2010)

Article Biochemical Research Methods

Implementation and evaluation of relative and absolute quantification in shotgun proteomics with label-free methods

Jonas Grossmann et al.

JOURNAL OF PROTEOMICS (2010)

Article Biochemistry & Molecular Biology

Proteome-wide protein concentrations in the human heart

Thin Thin Aye et al.

MOLECULAR BIOSYSTEMS (2010)

Article Biotechnology & Applied Microbiology

Label-free, normalized quantification of complex mass spectrometry data for proteomic analysis

Noelle M. Griffin et al.

NATURE BIOTECHNOLOGY (2010)

Editorial Material Biotechnology & Applied Microbiology

Enriching quantitative proteomics with SIN

Mihaela E. Sardiu et al.

NATURE BIOTECHNOLOGY (2010)

Article Biotechnology & Applied Microbiology

The pros and cons of peptide-centric proteomics

Mark W. Duncan et al.

NATURE BIOTECHNOLOGY (2010)

Letter Biotechnology & Applied Microbiology

PeptideClassifier for protein inference and targeted quantitative proteomics

Ermir Qeli et al.

NATURE BIOTECHNOLOGY (2010)

Review Biochemical Research Methods

De novo sequencing of peptides by MS/MS

Joerg Seidler et al.

PROTEOMICS (2010)

Article Chemistry, Analytical

Precursor Acquisition Independent From Ion Count: How to Dive Deeper into the Proteomics Ocean

Alexandre Panchaud et al.

ANALYTICAL CHEMISTRY (2009)

Article Biochemical Research Methods

UniMaP: finding unique mass and peptide signatures in the human proteome

Anastasia Alexandridou et al.

BIOINFORMATICS (2009)

Article Biochemical Research Methods

StatQuant: a post-quantification analysis toolbox for improving quantitative mass spectrometry

Bas van Breukelen et al.

BIOINFORMATICS (2009)

Article Biochemistry & Molecular Biology

Review of Peak Detection Algorithms in Liquid-Chromatography-Mass Spectrometry

Jianqiu Zhang et al.

CURRENT GENOMICS (2009)

Article Biochemistry & Molecular Biology

Bioinformatics analysis of mass spectrometry-based proteomics data sets

Chanchal Kumar et al.

FEBS LETTERS (2009)

Review Biochemical Research Methods

Quantitative mass spectrometry-based techniques for clinical use: Biomarker identification and quantification

Kathryn L. Simpson et al.

JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES (2009)

Article Biochemical Research Methods

Quantification of Isotopically Overlapping Deamidated and 18O-Labeled Peptides Using Isotopic Envelope Mixture Modeling

Surendra Dasari et al.

JOURNAL OF PROTEOME RESEARCH (2009)

Article Biochemical Research Methods

IDPicker 2.0: Improved Protein Assembly with High Discrimination Peptide Identification Filtering

Ze-Qiang Ma et al.

JOURNAL OF PROTEOME RESEARCH (2009)

Article Biochemical Research Methods

iTRAQ Underestimation in Simple and Complex Mixtures: The Good, the Bad and the Ugly

Saw Yen Ow et al.

JOURNAL OF PROTEOME RESEARCH (2009)

Article Biochemical Research Methods

A software program for more reliable precursor ion assignation from LC-MS analysis using LTQ ultra zoom scan

Takashi Shinkawa et al.

JOURNAL OF PROTEOMICS (2009)

Article Biochemical Research Methods

Post-Acquisition ETD Spectral Processing for Increased Peptide Identifications

David M. Good et al.

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY (2009)

Article Biochemical Research Methods

Development and Evaluation of Normalization Methods for Label-free Relative Quantification of Endogenous Peptides

Kim Kultima et al.

MOLECULAR & CELLULAR PROTEOMICS (2009)

Article Biochemical Research Methods

Normalization and Statistical Analysis of Quantitative Proteomics Data Generated by Metabolic Labeling

Lily Ting et al.

MOLECULAR & CELLULAR PROTEOMICS (2009)

Article Biochemical Research Methods

Comparative analysis to guide quality improvements in proteomics

Matthias Mann

NATURE METHODS (2009)

Article Biochemical Research Methods

Multiplex peptide stable isotope dimethyl labeling for quantitative proteomics

Paul J. Boersema et al.

NATURE PROTOCOLS (2009)

Article Multidisciplinary Sciences

Protein quantification across hundreds of experimental conditions

Zia Khan et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)

Review Chemistry, Analytical

Interferences and contaminants encountered in modern mass spectrometry

Bernd O. Keller et al.

ANALYTICA CHIMICA ACTA (2008)

Article Chemistry, Analytical

Optimizing identification and quantitation of 15N-labeled proteins in comparative proteomics

Joost W. Gouw et al.

ANALYTICAL CHEMISTRY (2008)

Article Pharmacology & Pharmacy

Global and Site-Specific Quantitative Phosphoproteomics: Principles and Applications

Boris Macek et al.

Annual Review of Pharmacology and Toxicology (2008)

Article Biochemical Research Methods

DeconMSn: a software tool for accurate parent ion monoisotopic mass determination for tandem mass spectra

Anoop M. Mayampurath et al.

BIOINFORMATICS (2008)

Article Biochemical Research Methods

DAnTE: a statistical tool for quantitative analysis of -omics data

Ashoka D. Polpitiya et al.

BIOINFORMATICS (2008)

Article Biochemical Research Methods

Significance analysis of microarray for relative quantitation of LC/MS data in proteomics

Bryan A. P. Roxas et al.

BMC BIOINFORMATICS (2008)

Article Biochemical Research Methods

Separating the wheat from the chaff: unbiased filtering of background tandem mass spectra improves protein identification

Magno Junqueira et al.

JOURNAL OF PROTEOME RESEARCH (2008)

Review Biochemical Research Methods

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

Lukas N. Mueller et al.

JOURNAL OF PROTEOME RESEARCH (2008)

Article Biochemical Research Methods

Robust and sensitive iTRAQ quantification on an LTQ orbitrap mass spectrometer

Marcus Bantscheff et al.

MOLECULAR & CELLULAR PROTEOMICS (2008)

Article Biochemical Research Methods

In-depth Analysis of Tandem Mass Spectrometry Data from Disparate Instrument Types

Robert J. Chalkley et al.

MOLECULAR & CELLULAR PROTEOMICS (2008)

Review Biochemistry & Molecular Biology

Selected reaction monitoring for quantitative proteomics: a tutorial

Vinzenz Lange et al.

MOLECULAR SYSTEMS BIOLOGY (2008)

Article Biochemical Research Methods

Decision tree-driven tandem mass spectrometry for shotgun proteomics

Danielle L. Swaney et al.

NATURE METHODS (2008)

Review Biochemical Research Methods

Comparative LC-MS: A landscape of peaks and valleys

Antoine H. P. America et al.

PROTEOMICS (2008)

Review Biochemical Research Methods

Alignment of LC-MS images, with applications to biomarker discovery and protein identification

Mathias Vandenbogaert et al.

PROTEOMICS (2008)

Article Biochemical Research Methods

mzML: A single, unifying data format for mass spectrometer output

Eric Deutsch

PROTEOMICS (2008)

Article Biochemical Research Methods

Top-down quantitation and characterization of SILAC-labeled proteins

Leonie F. Waanders et al.

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY (2007)

Review Biochemical Research Methods

Quantitative mass spectrometry in proteomics: a critical review

Marcus Bantscheff et al.

ANALYTICAL AND BIOANALYTICAL CHEMISTRY (2007)

Article Biochemical Research Methods

Quantitative profile of five murine core proteomes using label-free functional proteomics

Pedro R. Cutillas et al.

MOLECULAR & CELLULAR PROTEOMICS (2007)

Review Biochemical Research Methods

Methods, algorithms and tools in computational proteomics: A practical point of view

Rune Matthiesen

PROTEOMICS (2007)

Article Chemistry, Analytical

Reproducibility assessment of relative quantitation strategies for LC-MS based proteomics

Yeoun Jin Kim et al.

ANALYTICAL CHEMISTRY (2007)

Article Computer Science, Interdisciplinary Applications

Tools for computational processing of LC-MS datasets:: A user's perspective

Marius C. Codrea et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2007)

Article Multidisciplinary Sciences

Multiple reaction monitoring for robust quantitative proteomic analysis of cellular signaling networks

Alejandro Wolf-Yadlin et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2007)

Article Biotechnology & Applied Microbiology

eComputational prediction of proteotypic peptides for quantitative proteomics

Parag Mallick et al.

NATURE BIOTECHNOLOGY (2007)

Article Biochemical Research Methods

Using a Poisson approximation to predict the isotopic distribution of sulphur-containing peptides in a peptide-centric proteomic approach

Dirk Valkenborg et al.

RAPID COMMUNICATIONS IN MASS SPECTROMETRY (2007)

Article Biotechnology & Applied Microbiology

A probability-based approach for high-throughput protein phosphorylation analysis and site localization

Sean A. Beausoleil et al.

NATURE BIOTECHNOLOGY (2006)

Article Biochemical Research Methods

Statistical analysis of membrane proteome expression changes in Saccharomyces cerevisiae

Boris Zybailov et al.

JOURNAL OF PROTEOME RESEARCH (2006)

Article Biochemical Research Methods

Quantitative analysis of acrylamide labeled serum proteins by LC-MS/MS

Vitor Faca et al.

JOURNAL OF PROTEOME RESEARCH (2006)

Article Biochemical Research Methods

Normalization approaches for removing systematic biases associated with mass spectrometry and label-free proteomics

SJ Callister et al.

JOURNAL OF PROTEOME RESEARCH (2006)

Article Biochemical Research Methods

Absolute quantification of proteins by LCMSE - A virtue of parallel MS acquisition

JC Silva et al.

MOLECULAR & CELLULAR PROTEOMICS (2006)

Article Biotechnology & Applied Microbiology

Identification of post-translational modifications by blind search of mass spectra

D Tsur et al.

NATURE BIOTECHNOLOGY (2005)

Article Biochemical Research Methods

Parts per million mass accuracy on an orbitrap mass spectrometer via lock mass injection into a C-trap

JV Olsen et al.

MOLECULAR & CELLULAR PROTEOMICS (2005)

Article Biotechnology & Applied Microbiology

i-Tracker:: For quantitative proteomics using iTRAQ™ -: art. no. 145

IP Shadforth et al.

BMC GENOMICS (2005)

Article Biochemical Research Methods

Comparison of label-free methods for quantifying human proteins by shotgun proteomics

WM Old et al.

MOLECULAR & CELLULAR PROTEOMICS (2005)

Review Biochemistry & Molecular Biology

Mass spectrometry-based proteomics turns quantitative

SE Ong et al.

NATURE CHEMICAL BIOLOGY (2005)

Review Biochemical Research Methods

Interpretation of shotgun proteomic data - The protein inference problem

AI Nesvizhskii et al.

MOLECULAR & CELLULAR PROTEOMICS (2005)

Article Biochemical Research Methods

MS2Grouper: Group assessment and synthetic replacement of duplicate proteomic tandem mass spectra

DL Tabb et al.

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY (2005)

Article Biochemical Research Methods

Quantitative proteome analysis using differential stable isotopic labeling and microbore LC-MALDI MS and MS/MS

CJ Ji et al.

JOURNAL OF PROTEOME RESEARCH (2005)

Article Multidisciplinary Sciences

Stable isotope-free relative and absolute quantitation of protein phosphorylation stoichiometry by MS

H Steen et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2005)

Article Biochemical Research Methods

Quantitative phosphoproteomics applied to the yeast pheromone signaling pathway

A Gruhler et al.

MOLECULAR & CELLULAR PROTEOMICS (2005)

Review Biochemical Research Methods

Quantification in proteomics through stable isotope coding: A review

S Julka et al.

JOURNAL OF PROTEOME RESEARCH (2004)

Article Biochemical Research Methods

Improving large-scale proteomics by clustering of mass spectrometry data

I Beer et al.

PROTEOMICS (2004)

Review Biochemical Research Methods

Mass spectrometry-based quantitative proteomics

AJR Heck et al.

EXPERT REVIEW OF PROTEOMICS (2004)

Article Biochemical Research Methods

DBParser: Web-based software for shotgun proteomic data analyses

XY Yang et al.

JOURNAL OF PROTEOME RESEARCH (2004)

Review Cell Biology

The ABC's (and XYZ's) of peptide sequencing

H Steen et al.

NATURE REVIEWS MOLECULAR CELL BIOLOGY (2004)

Review Biochemical Research Methods

Current chemical tagging strategies for proteome analysis by mass spectrometry

A Leitner et al.

JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES (2004)

Article Biochemical Research Methods

Multiplexed protein quantitation in Saccharomyces cerevisiae using amine-reactive isobaric tagging reagents

PL Ross et al.

MOLECULAR & CELLULAR PROTEOMICS (2004)

Review Biochemical Research Methods

Protein identification by mass spectrometry - Issues to be considered

MA Baldwin

MOLECULAR & CELLULAR PROTEOMICS (2004)

Article Biochemical Research Methods

Deconvolution of isobaric interferences in mass spectra

J Meija et al.

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY (2004)

Article Chemistry, Analytical

A correlation algorithm for the automated quantitative analysis of shotgun proteomics data

MJ MacCoss et al.

ANALYTICAL CHEMISTRY (2003)

Article Chemistry, Analytical

A statistical model for identifying proteins by tandem mass spectrometry

AI Nesvizhskii et al.

ANALYTICAL CHEMISTRY (2003)

Review Medical Laboratory Technology

Ion suppression in mass spectrometry

TM Annesley

CLINICAL CHEMISTRY (2003)

Article Multidisciplinary Sciences

Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS

SA Gerber et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2003)

Review Multidisciplinary Sciences

Mass spectrometry-based proteomics

R Aebersold et al.

NATURE (2003)

Article Biochemical Research Methods

PEAKS: powerful software for peptide de novo sequencing by tandem mass spectrometry

B Ma et al.

RAPID COMMUNICATIONS IN MASS SPECTROMETRY (2003)

Article Biochemical Research Methods

Quantitative profiling of proteins in complex mixtures using liquid chromatography and mass spectrometry

D Chelius et al.

JOURNAL OF PROTEOME RESEARCH (2002)

Article Biochemical Research Methods

Qscore: An algorithm for evaluating SEQUEST database search results

RE Moore et al.

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY (2002)

Article Biochemical Research Methods

DTASelect and contrast: Tools for assembling and comparing protein identifications from shotgun proteomics

DL Tabb et al.

JOURNAL OF PROTEOME RESEARCH (2002)

Article Chemistry, Analytical

Fractionation of isotopically labeled peptides in quantitative proteomics

RJ Zhang et al.

ANALYTICAL CHEMISTRY (2001)

Article Multidisciplinary Sciences

Significance analysis of microarrays applied to the ionizing radiation response

VG Tusher et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2001)