Literature DB >> 29531020

Implementation of a Multiplex and Quantitative Proteomics Platform for Assessing Protein Lysates Using DNA-Barcoded Antibodies.

Jinho Lee1, Gary K Geiss2, Gokhan Demirkan3, Christopher P Vellano4, Brian Filanoski3, Yiling Lu4, Zhenlin Ju5, Shuangxing Yu4, Huifang Guo4, Lisa Y Bogatzki3, Warren Carter3, Rhonda K Meredith3, Savitri Krishnamurthy5, Zhiyong Ding4, Joseph M Beechem3, Gordon B Mills1.   

Abstract

Molecular analysis of tumors forms the basis for personalized cancer medicine and increasingly guides patient selection for targeted therapy. Future opportunities for personalized medicine are highlighted by the measurement of protein expression levels via immunohistochemistry, protein arrays, and other approaches; however, sample type, sample quantity, batch effects, and "time to result" are limiting factors for clinical application. Here, we present a development pipeline for a novel multiplexed DNA-labeled antibody platform which digitally quantifies protein expression from lysate samples. We implemented a rigorous validation process for each antibody and show that the platform is amenable to multiple protocols covering nitrocellulose and plate-based methods. Results are highly reproducible across technical and biological replicates, and there are no observed "batch effects" which are common for most multiplex molecular assays. Tests from basal and perturbed cancer cell lines indicate that this platform is comparable to orthogonal proteomic assays such as Reverse-Phase Protein Array, and applicable to measuring the pharmacodynamic effects of clinically-relevant cancer therapeutics. Furthermore, we demonstrate the potential clinical utility of the platform with protein profiling from breast cancer patient samples to identify molecular subtypes. Together, these findings highlight the potential of this platform for enhancing our understanding of cancer biology in a clinical translation setting.
© 2018 by The American Society for Biochemistry and Molecular Biology, Inc.

Entities:  

Keywords:  Antibodies*; Cancer Biology*; DNA-barcoded antibody; Multiplexed; Omics; Protein array; Protein lysate protocol; Proteomics Platform; Systems biology*; nCounter

Mesh:

Substances:

Year:  2018        PMID: 29531020      PMCID: PMC5986246          DOI: 10.1074/mcp.RA117.000291

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


  45 in total

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Authors:  Robert L Camp; Veronique Neumeister; David L Rimm
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2.  Multiplexed protein analysis.

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Journal:  Sci Transl Med       Date:  2014-01-15       Impact factor: 17.956

Review 3.  Mass Cytometry: Single Cells, Many Features.

Authors:  Matthew H Spitzer; Garry P Nolan
Journal:  Cell       Date:  2016-05-05       Impact factor: 41.582

4.  Molecular target class is predictive of in vitro response profile.

Authors:  Joel Greshock; Kurtis E Bachman; Yan Y Degenhardt; Junping Jing; Yuan H Wen; Stephen Eastman; Elizabeth McNeil; Christopher Moy; Ronald Wegrzyn; Kurt Auger; Mary Ann Hardwicke; Richard Wooster
Journal:  Cancer Res       Date:  2010-04-20       Impact factor: 12.701

5.  Genomic Classification of Cutaneous Melanoma.

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Journal:  Cell       Date:  2015-06-18       Impact factor: 41.582

Review 6.  The PI3K pathway as drug target in human cancer.

Authors:  Kevin D Courtney; Ryan B Corcoran; Jeffrey A Engelman
Journal:  J Clin Oncol       Date:  2010-01-19       Impact factor: 44.544

Review 7.  Emerging affinity-based techniques in proteomics.

Authors:  Shengnan Xie; Colby Moya; Betul Bilgin; Arul Jayaraman; S Patrick Walton
Journal:  Expert Rev Proteomics       Date:  2009-10       Impact factor: 3.940

8.  Validation of multiplex immunofluorescence panels using multispectral microscopy for immune-profiling of formalin-fixed and paraffin-embedded human tumor tissues.

Authors:  Edwin R Parra; Naohiro Uraoka; Mei Jiang; Pamela Cook; Don Gibbons; Marie-Andrée Forget; Chantale Bernatchez; Cara Haymaker; Ignacio I Wistuba; Jaime Rodriguez-Canales
Journal:  Sci Rep       Date:  2017-10-17       Impact factor: 4.379

Review 9.  Advances in Proteomic Technologies and Its Contribution to the Field of Cancer.

Authors:  Mehdi Mesri
Journal:  Adv Med       Date:  2014-09-07

10.  Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system.

Authors:  Antonis Koussounadis; Simon P Langdon; In Hwa Um; David J Harrison; V Anne Smith
Journal:  Sci Rep       Date:  2015-06-08       Impact factor: 4.379

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  6 in total

1.  Virtual Issue: Technological Innovations.

Authors:  Anne-Claude Gingras; Steven A Carr; Alma L Burlingame
Journal:  Mol Cell Proteomics       Date:  2020-03-17       Impact factor: 5.911

2.  Credentialing Individual Samples for Proteogenomic Analysis.

Authors:  Wei Zhao; Jun Li; Rehan Akbani; Han Liang; Gordon B Mills
Journal:  Mol Cell Proteomics       Date:  2018-05-01       Impact factor: 5.911

Review 3.  Proteomics advances for precision therapy in ovarian cancer.

Authors:  Marilyne Labrie; Nicholas D Kendsersky; Hongli Ma; Lydia Campbell; Jennifer Eng; Koei Chin; Gordon B Mills
Journal:  Expert Rev Proteomics       Date:  2019-09-13       Impact factor: 3.940

Review 4.  A user's perspective on GeoMxTM digital spatial profiling.

Authors:  Trieu My Van; Christian U Blank
Journal:  Immunooncol Technol       Date:  2019-05-30

5.  Candidate biomarker assessment for pharmacological response.

Authors:  William C Reinhold; Fathi Elloumi; Sudhir Varma; Jacques Robert; Gordon B Mills; Yves Pommier
Journal:  Transl Oncol       Date:  2020-07-08       Impact factor: 4.243

6.  An omic and multidimensional spatial atlas from serial biopsies of an evolving metastatic breast cancer.

Authors:  Brett E Johnson; Allison L Creason; Jayne M Stommel; Jamie M Keck; Swapnil Parmar; Courtney B Betts; Aurora Blucher; Christopher Boniface; Elmar Bucher; Erik Burlingame; Todd Camp; Koei Chin; Jennifer Eng; Joseph Estabrook; Heidi S Feiler; Michael B Heskett; Zhi Hu; Annette Kolodzie; Ben L Kong; Marilyne Labrie; Jinho Lee; Patrick Leyshock; Souraya Mitri; Janice Patterson; Jessica L Riesterer; Shamilene Sivagnanam; Julia Somers; Damir Sudar; Guillaume Thibault; Benjamin R Weeder; Christina Zheng; Xiaolin Nan; Reid F Thompson; Laura M Heiser; Paul T Spellman; George Thomas; Emek Demir; Young Hwan Chang; Lisa M Coussens; Alexander R Guimaraes; Christopher Corless; Jeremy Goecks; Raymond Bergan; Zahi Mitri; Gordon B Mills; Joe W Gray
Journal:  Cell Rep Med       Date:  2022-02-15
  6 in total

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