Literature DB >> 22577019

An assessment of current bioinformatic solutions for analyzing LC-MS data acquired by selected reaction monitoring technology.

Mi-Youn K Brusniak1, Caroline S Chu, Ulrike Kusebauch, Mark J Sartain, Julian D Watts, Robert L Moritz.   

Abstract

Selected reaction monitoring (SRM) is an accurate quantitative technique, typically used for small-molecule mass spectrometry (MS). SRM has emerged as an important technique for targeted and hypothesis-driven proteomic research, and is becoming the reference method for protein quantification in complex biological samples. SRM offers high selectivity, a lower limit of detection and improved reproducibility, compared to conventional shot-gun-based tandem MS (LC-MS/MS) methods. Unlike LC-MS/MS, which requires computationally intensive informatic postanalysis, SRM requires preacquisition bioinformatic analysis to determine proteotypic peptides and optimal transitions to uniquely identify and to accurately quantitate proteins of interest. Extensive arrays of bioinformatics software tools, both web-based and stand-alone, have been published to assist researchers to determine optimal peptides and transition sets. The transitions are oftentimes selected based on preferred precursor charge state, peptide molecular weight, hydrophobicity, fragmentation pattern at a given collision energy (CE), and instrumentation chosen. Validation of the selected transitions for each peptide is critical since peptide performance varies depending on the mass spectrometer used. In this review, we provide an overview of open source and commercial bioinformatic tools for analyzing LC-MS data acquired by SRM.
© 2012 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

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Year:  2012        PMID: 22577019      PMCID: PMC3857306          DOI: 10.1002/pmic.201100571

Source DB:  PubMed          Journal:  Proteomics        ISSN: 1615-9853            Impact factor:   3.984


  45 in total

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Authors:  Katrien Lanckmans; Sophie Sarre; Ilse Smolders; Yvette Michotte
Journal:  Rapid Commun Mass Spectrom       Date:  2007       Impact factor: 2.419

Review 2.  An assessment of software solutions for the analysis of mass spectrometry based quantitative proteomics data.

Authors:  Lukas N Mueller; Mi-Youn Brusniak; D R Mani; Ruedi Aebersold
Journal:  J Proteome Res       Date:  2008-01-04       Impact factor: 4.466

3.  Halogenated peptides as internal standards (H-PINS): introduction of an MS-based internal standard set for liquid chromatography-mass spectrometry.

Authors:  Hamid Mirzaei; Mi-Youn Brusniak; Lukas N Mueller; Simon Letarte; Julian D Watts; Ruedi Aebersold
Journal:  Mol Cell Proteomics       Date:  2009-05-01       Impact factor: 5.911

4.  Multiple reaction monitoring-based, multiplexed, absolute quantitation of 45 proteins in human plasma.

Authors:  Michael A Kuzyk; Derek Smith; Juncong Yang; Tyra J Cross; Angela M Jackson; Darryl B Hardie; N Leigh Anderson; Christoph H Borchers
Journal:  Mol Cell Proteomics       Date:  2009-05-01       Impact factor: 5.911

Review 5.  Current affairs in quantitative targeted proteomics: multiple reaction monitoring-mass spectrometry.

Authors:  Anastasia K Yocum; Arul M Chinnaiyan
Journal:  Brief Funct Genomic Proteomic       Date:  2009-03-11

6.  Multi-site assessment of the precision and reproducibility of multiple reaction monitoring-based measurements of proteins in plasma.

Authors:  Terri A Addona; Susan E Abbatiello; Birgit Schilling; Steven J Skates; D R Mani; David M Bunk; Clifford H Spiegelman; Lisa J Zimmerman; Amy-Joan L Ham; Hasmik Keshishian; Steven C Hall; Simon Allen; Ronald K Blackman; Christoph H Borchers; Charles Buck; Helene L Cardasis; Michael P Cusack; Nathan G Dodder; Bradford W Gibson; Jason M Held; Tara Hiltke; Angela Jackson; Eric B Johansen; Christopher R Kinsinger; Jing Li; Mehdi Mesri; Thomas A Neubert; Richard K Niles; Trenton C Pulsipher; David Ransohoff; Henry Rodriguez; Paul A Rudnick; Derek Smith; David L Tabb; Tony J Tegeler; Asokan M Variyath; Lorenzo J Vega-Montoto; Asa Wahlander; Sofia Waldemarson; Mu Wang; Jeffrey R Whiteaker; Lei Zhao; N Leigh Anderson; Susan J Fisher; Daniel C Liebler; Amanda G Paulovich; Fred E Regnier; Paul Tempst; Steven A Carr
Journal:  Nat Biotechnol       Date:  2009-06-28       Impact factor: 54.908

7.  Full dynamic range proteome analysis of S. cerevisiae by targeted proteomics.

Authors:  Paola Picotti; Bernd Bodenmiller; Lukas N Mueller; Bruno Domon; Ruedi Aebersold
Journal:  Cell       Date:  2009-08-06       Impact factor: 41.582

8.  Tryptic peptide analysis of ceruloplasmin in dried blood spots using liquid chromatography-tandem mass spectrometry: application to newborn screening.

Authors:  Amy deWilde; Katerina Sadilkova; Martin Sadilek; Valeria Vasta; Si Houn Hahn
Journal:  Clin Chem       Date:  2008-10-09       Impact factor: 8.327

9.  MRMer, an interactive open source and cross-platform system for data extraction and visualization of multiple reaction monitoring experiments.

Authors:  Daniel B Martin; Ted Holzman; Damon May; Amelia Peterson; Ashley Eastham; Jimmy Eng; Martin McIntosh
Journal:  Mol Cell Proteomics       Date:  2008-07-18       Impact factor: 5.911

10.  Selected reaction monitoring for quantitative proteomics: a tutorial.

Authors:  Vinzenz Lange; Paola Picotti; Bruno Domon; Ruedi Aebersold
Journal:  Mol Syst Biol       Date:  2008-10-14       Impact factor: 11.429

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  9 in total

1.  Establishing ion ratio thresholds based on absolute peak area for absolute protein quantification using protein cleavage isotope dilution mass spectrometry.

Authors:  Philip L Loziuk; Ronald R Sederoff; Vincent L Chiang; David C Muddiman
Journal:  Analyst       Date:  2014-11-07       Impact factor: 4.616

Review 2.  Network medicine approaches to the genetics of complex diseases.

Authors:  Edwin K Silverman; Joseph Loscalzo
Journal:  Discov Med       Date:  2012-08       Impact factor: 2.970

Review 3.  Review of software tools for design and analysis of large scale MRM proteomic datasets.

Authors:  Christopher M Colangelo; Lisa Chung; Can Bruce; Kei-Hoi Cheung
Journal:  Methods       Date:  2013-05-21       Impact factor: 3.608

Review 4.  Application of targeted mass spectrometry in bottom-up proteomics for systems biology research.

Authors:  Nathan P Manes; Aleksandra Nita-Lazar
Journal:  J Proteomics       Date:  2018-02-13       Impact factor: 4.044

5.  Targeted peptide measurements in biology and medicine: best practices for mass spectrometry-based assay development using a fit-for-purpose approach.

Authors:  Steven A Carr; Susan E Abbatiello; Bradley L Ackermann; Christoph Borchers; Bruno Domon; Eric W Deutsch; Russell P Grant; Andrew N Hoofnagle; Ruth Hüttenhain; John M Koomen; Daniel C Liebler; Tao Liu; Brendan MacLean; D R Mani; Elizabeth Mansfield; Hendrik Neubert; Amanda G Paulovich; Lukas Reiter; Olga Vitek; Ruedi Aebersold; Leigh Anderson; Robert Bethem; Josip Blonder; Emily Boja; Julianne Botelho; Michael Boyne; Ralph A Bradshaw; Alma L Burlingame; Daniel Chan; Hasmik Keshishian; Eric Kuhn; Christopher Kinsinger; Jerry S H Lee; Sang-Won Lee; Robert Moritz; Juan Oses-Prieto; Nader Rifai; James Ritchie; Henry Rodriguez; Pothur R Srinivas; R Reid Townsend; Jennifer Van Eyk; Gordon Whiteley; Arun Wiita; Susan Weintraub
Journal:  Mol Cell Proteomics       Date:  2014-01-17       Impact factor: 5.911

6.  Single-Multiplex Detection of Organ Injury Biomarkers using SPRi based Nano-Immunosensor.

Authors:  Effat Zeidan; Siqi Li; Zhiguo Zhou; Jennifer Miller; Marinella G Sandros
Journal:  Sci Rep       Date:  2016-10-31       Impact factor: 4.379

7.  Assay design for unambiguous identification and quantification of circulating pathogen-derived peptide biomarkers.

Authors:  Qingbo Shu; Shan Liu; Tonino Alonzi; Sylvia M LaCourse; Dhiraj Kumar Singh; Duran Bao; Dalton Wamalwa; Li Jiang; Christopher J Lyon; Grace John-Stewart; Deepak Kaushal; Delia Goletti; Tony Hu
Journal:  Theranostics       Date:  2022-03-21       Impact factor: 11.600

8.  The potential clinical impact of the release of two drafts of the human proteome.

Authors:  Iakes Ezkurdia; Enrique Calvo; Angela Del Pozo; Jesús Vázquez; Alfonso Valencia; Michael L Tress
Journal:  Expert Rev Proteomics       Date:  2015-10-23       Impact factor: 3.940

9.  MRMPlus: an open source quality control and assessment tool for SRM/MRM assay development.

Authors:  Paul Aiyetan; Stefani N Thomas; Zhen Zhang; Hui Zhang
Journal:  BMC Bioinformatics       Date:  2015-12-12       Impact factor: 3.169

  9 in total

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