Literature DB >> 25693799

Large-Scale Interlaboratory Study to Develop, Analytically Validate and Apply Highly Multiplexed, Quantitative Peptide Assays to Measure Cancer-Relevant Proteins in Plasma.

Susan E Abbatiello1, Birgit Schilling2, D R Mani1, Lisa J Zimmerman3, Steven C Hall4, Brendan MacLean5, Matthew Albertolle4, Simon Allen4, Michael Burgess1, Michael P Cusack2, Mousumi Gosh6, Victoria Hedrick7, Jason M Held2, H Dorota Inerowicz7, Angela Jackson8, Hasmik Keshishian1, Christopher R Kinsinger9, John Lyssand10, Lee Makowski11, Mehdi Mesri9, Henry Rodriguez9, Paul Rudnick12, Pawel Sadowski10, Nell Sedransk13, Kent Shaddox3, Stephen J Skates14, Eric Kuhn1, Derek Smith8, Jeffery R Whiteaker15, Corbin Whitwell3, Shucha Zhang15, Christoph H Borchers8, Susan J Fisher4, Bradford W Gibson2, Daniel C Liebler3, Michael J MacCoss5, Thomas A Neubert10, Amanda G Paulovich15, Fred E Regnier7, Paul Tempst6, Steven A Carr16.   

Abstract

There is an increasing need in biology and clinical medicine to robustly and reliably measure tens to hundreds of peptides and proteins in clinical and biological samples with high sensitivity, specificity, reproducibility, and repeatability. Previously, we demonstrated that LC-MRM-MS with isotope dilution has suitable performance for quantitative measurements of small numbers of relatively abundant proteins in human plasma and that the resulting assays can be transferred across laboratories while maintaining high reproducibility and quantitative precision. Here, we significantly extend that earlier work, demonstrating that 11 laboratories using 14 LC-MS systems can develop, determine analytical figures of merit, and apply highly multiplexed MRM-MS assays targeting 125 peptides derived from 27 cancer-relevant proteins and seven control proteins to precisely and reproducibly measure the analytes in human plasma. To ensure consistent generation of high quality data, we incorporated a system suitability protocol (SSP) into our experimental design. The SSP enabled real-time monitoring of LC-MRM-MS performance during assay development and implementation, facilitating early detection and correction of chromatographic and instrumental problems. Low to subnanogram/ml sensitivity for proteins in plasma was achieved by one-step immunoaffinity depletion of 14 abundant plasma proteins prior to analysis. Median intra- and interlaboratory reproducibility was <20%, sufficient for most biological studies and candidate protein biomarker verification. Digestion recovery of peptides was assessed and quantitative accuracy improved using heavy-isotope-labeled versions of the proteins as internal standards. Using the highly multiplexed assay, participating laboratories were able to precisely and reproducibly determine the levels of a series of analytes in blinded samples used to simulate an interlaboratory clinical study of patient samples. Our study further establishes that LC-MRM-MS using stable isotope dilution, with appropriate attention to analytical validation and appropriate quality control measures, enables sensitive, specific, reproducible, and quantitative measurements of proteins and peptides in complex biological matrices such as plasma.
© 2015 by The American Society for Biochemistry and Molecular Biology, Inc.

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Year:  2015        PMID: 25693799      PMCID: PMC4563721          DOI: 10.1074/mcp.M114.047050

Source DB:  PubMed          Journal:  Mol Cell Proteomics        ISSN: 1535-9476            Impact factor:   5.911


  55 in total

1.  Absolute quantification of the G protein-coupled receptor rhodopsin by LC/MS/MS using proteolysis product peptides and synthetic peptide standards.

Authors:  David R Barnidge; Edward A Dratz; Therese Martin; Leo E Bonilla; Liam B Moran; Arnold Lindall
Journal:  Anal Chem       Date:  2003-02-01       Impact factor: 6.986

2.  Interlaboratory evaluation of automated, multiplexed peptide immunoaffinity enrichment coupled to multiple reaction monitoring mass spectrometry for quantifying proteins in plasma.

Authors:  Eric Kuhn; Jeffrey R Whiteaker; D R Mani; Angela M Jackson; Lei Zhao; Matthew E Pope; Derek Smith; Keith D Rivera; N Leigh Anderson; Steven J Skates; Terry W Pearson; Amanda G Paulovich; Steven A Carr
Journal:  Mol Cell Proteomics       Date:  2011-12-22       Impact factor: 5.911

Review 3.  Protein biomarker discovery and validation: the long and uncertain path to clinical utility.

Authors:  Nader Rifai; Michael A Gillette; Steven A Carr
Journal:  Nat Biotechnol       Date:  2006-08       Impact factor: 54.908

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

5.  PSAQ™ standards for accurate MS-based quantification of proteins: from the concept to biomedical applications.

Authors:  Guillaume Picard; Dorothée Lebert; Mathilde Louwagie; Annie Adrait; Céline Huillet; François Vandenesch; Christophe Bruley; Jérôme Garin; Michel Jaquinod; Virginie Brun
Journal:  J Mass Spectrom       Date:  2012-10       Impact factor: 1.982

6.  Sequential multiplexed analyte quantification using peptide immunoaffinity enrichment coupled to mass spectrometry.

Authors:  Jeffrey R Whiteaker; Lei Zhao; Chenwei Lin; Ping Yan; Pei Wang; Amanda G Paulovich
Journal:  Mol Cell Proteomics       Date:  2011-12-27       Impact factor: 5.911

7.  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

8.  Automated detection of inaccurate and imprecise transitions in peptide quantification by multiple reaction monitoring mass spectrometry.

Authors:  Susan E Abbatiello; D R Mani; Hasmik Keshishian; Steven A Carr
Journal:  Clin Chem       Date:  2009-12-18       Impact factor: 8.327

9.  A pipeline that integrates the discovery and verification of plasma protein biomarkers reveals candidate markers for cardiovascular disease.

Authors:  Terri A Addona; Xu Shi; Hasmik Keshishian; D R Mani; Michael Burgess; Michael A Gillette; Karl R Clauser; Dongxiao Shen; Gregory D Lewis; Laurie A Farrell; Michael A Fifer; Marc S Sabatine; Robert E Gerszten; Steven A Carr
Journal:  Nat Biotechnol       Date:  2011-06-19       Impact factor: 54.908

10.  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

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  59 in total

1.  Multiple Reaction Monitoring Enables Precise Quantification of 97 Proteins in Dried Blood Spots.

Authors:  Andrew G Chambers; Andrew J Percy; Juncong Yang; Christoph H Borchers
Journal:  Mol Cell Proteomics       Date:  2015-09-04       Impact factor: 5.911

2.  Selected Reaction Monitoring Mass Spectrometry for Absolute Protein Quantification.

Authors:  Nathan P Manes; Jessica M Mann; Aleksandra Nita-Lazar
Journal:  J Vis Exp       Date:  2015-08-17       Impact factor: 1.355

3.  Skyline for Small Molecules: A Unifying Software Package for Quantitative Metabolomics.

Authors:  Kendra J Adams; Brian Pratt; Neelanjan Bose; Laura G Dubois; Lisa St John-Williams; Kevin M Perrott; Karina Ky; Pankaj Kapahi; Vagisha Sharma; Michael J MacCoss; M Arthur Moseley; Carol A Colton; Brendan X MacLean; Birgit Schilling; J Will Thompson
Journal:  J Proteome Res       Date:  2020-03-26       Impact factor: 4.466

Review 4.  Precision diagnostics: moving towards protein biomarker signatures of clinical utility in cancer.

Authors:  Carl A K Borrebaeck
Journal:  Nat Rev Cancer       Date:  2017-02-03       Impact factor: 60.716

5.  Domain-specific Quantification of Prion Protein in Cerebrospinal Fluid by Targeted Mass Spectrometry.

Authors:  Eric Vallabh Minikel; Eric Kuhn; Alexandra R Cocco; Sonia M Vallabh; Christina R Hartigan; Andrew G Reidenbach; Jiri G Safar; Gregory J Raymond; Michael D McCarthy; Rhonda O'Keefe; Franc Llorens; Inga Zerr; Sabina Capellari; Piero Parchi; Stuart L Schreiber; Steven A Carr
Journal:  Mol Cell Proteomics       Date:  2019-09-26       Impact factor: 5.911

6.  Optimizing High-Resolution Mass Spectrometry for the Identification of Low-Abundance Post-Translational Modifications of Intact Proteins.

Authors:  Lisa E Kilpatrick; Eric L Kilpatrick
Journal:  J Proteome Res       Date:  2017-08-08       Impact factor: 4.466

7.  MSstatsQC: Longitudinal System Suitability Monitoring and Quality Control for Targeted Proteomic Experiments.

Authors:  Eralp Dogu; Sara Mohammad-Taheri; Susan E Abbatiello; Michael S Bereman; Brendan MacLean; Birgit Schilling; Olga Vitek
Journal:  Mol Cell Proteomics       Date:  2017-05-08       Impact factor: 5.911

Review 8.  Clinical applications of quantitative proteomics using targeted and untargeted data-independent acquisition techniques.

Authors:  Jesse G Meyer; Birgit Schilling
Journal:  Expert Rev Proteomics       Date:  2017-05       Impact factor: 3.940

Review 9.  Clinical potential of mass spectrometry-based proteogenomics.

Authors:  Bing Zhang; Jeffrey R Whiteaker; Andrew N Hoofnagle; Geoffrey S Baird; Karin D Rodland; Amanda G Paulovich
Journal:  Nat Rev Clin Oncol       Date:  2019-04       Impact factor: 66.675

10.  Optimized Protocol for Quantitative Multiple Reaction Monitoring-Based Proteomic Analysis of Formalin-Fixed, Paraffin-Embedded Tissues.

Authors:  Jacob J Kennedy; Jeffrey R Whiteaker; Regine M Schoenherr; Ping Yan; Kimberly Allison; Melissa Shipley; Melissa Lerch; Andrew N Hoofnagle; Geoffrey Stuart Baird; Amanda G Paulovich
Journal:  J Proteome Res       Date:  2016-07-27       Impact factor: 4.466

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