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Protein expression signatures for inhibition of epidermal growth factor receptor-mediated signaling.

Matthew V Myers | H Charles Manning | Robert J Coffey | Daniel C Liebler
Molecular & cellular proteomics : MCP | 2012

Analysis of cellular signaling networks typically involves targeted measurements of phosphorylated protein intermediates. However, phosphoproteomic analyses usually require affinity enrichment of phosphopeptides and can be complicated by artifactual changes in phosphorylation caused by uncontrolled preanalytical variables, particularly in the analysis of tissue specimens. We asked whether changes in protein expression, which are more stable and easily analyzed, could reflect network stimulation and inhibition. We employed this approach to analyze stimulation and inhibition of the epidermal growth factor receptor (EGFR) by EGF and selective EGFR inhibitors. Shotgun analysis of proteomes from proliferating A431 cells, EGF-stimulated cells, and cells co-treated with the EGFR inhibitors cetuximab or gefitinib identified groups of differentially expressed proteins. Comparisons of these protein groups identified 13 proteins whose EGF-induced expression changes were reversed by both EGFR inhibitors. Targeted multiple reaction monitoring analysis verified differential expression of 12 of these proteins, which comprise a candidate EGFR inhibition signature. We then tested these 12 proteins by multiple reaction monitoring analysis in three other models: 1) a comparison of DiFi (EGFR inhibitor-sensitive) and HCT116 (EGFR-insensitive) cell lines, 2) in formalin-fixed, paraffin-embedded mouse xenograft DiFi and HCT116 tumors, and 3) in tissue biopsies from a patient with the gastric hyperproliferative disorder Ménétrier's disease who was treated with cetuximab. Of the proteins in the candidate signature, a core group, including c-Jun, Jagged-1, and Claudin 4, were decreased by EGFR inhibitors in all three models. Although the goal of these studies was not to validate a clinically useful EGFR inhibition signature, the results confirm the hypothesis that clinically used EGFR inhibitors generate characteristic protein expression changes. This work further outlines a prototypical approach to derive and test protein expression signatures for drug action on signaling networks.

Pubmed ID: 22147731

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Associated grants

  • Agency: NCI NIH HHS, United States
    Id: R01 CA046413
  • Agency: NCI NIH HHS, United States
    Id: P50CA128323
  • Agency: NCI NIH HHS, United States
    Id: U24 CA126479
  • Agency: NCI NIH HHS, United States
    Id: U24CA126479
  • Agency: NCI NIH HHS, United States
    Id: P50 CA128323
  • Agency: NCI NIH HHS, United States
    Id: P50CA095103
  • Agency: NCI NIH HHS, United States
    Id: U24 CA159988
  • Agency: NCI NIH HHS, United States
    Id: P50 CA095103
  • Agency: NIDDK NIH HHS, United States
    Id: P30 DK058404
  • Agency: NCI NIH HHS, United States
    Id: U24CA159988

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Skyline (tool)

RRID:SCR_014080

Software tool as Windows client application for targeted proteomics method creation and quantitative data analysis. Open source document editor for creating and analyzing targeted proteomics experiments. Used for large scale quantitative mass spectrometry studies in life sciences.

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A-431 (tool)

RRID:CVCL_0037

Cell line A-431 is a Cancer cell line with a species of origin Homo sapiens (Human)

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HCT 116 (tool)

RRID:CVCL_0291

Cell line HCT 116 is a Cancer cell line with a species of origin Homo sapiens (Human)

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