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Pharmacoproteomic characterisation of human colon and rectal cancer.
- Source :
-
Molecular systems biology [Mol Syst Biol] 2017 Nov 03; Vol. 13 (11), pp. 951. Date of Electronic Publication: 2017 Nov 03. - Publication Year :
- 2017
-
Abstract
- Most molecular cancer therapies act on protein targets but data on the proteome status of patients and cellular models for proteome-guided pre-clinical drug sensitivity studies are only beginning to emerge. Here, we profiled the proteomes of 65 colorectal cancer (CRC) cell lines to a depth of > 10,000 proteins using mass spectrometry. Integration with proteomes of 90 CRC patients and matched transcriptomics data defined integrated CRC subtypes, highlighting cell lines representative of each tumour subtype. Modelling the responses of 52 CRC cell lines to 577 drugs as a function of proteome profiles enabled predicting drug sensitivity for cell lines and patients. Among many novel associations, MERTK was identified as a predictive marker for resistance towards MEK1/2 inhibitors and immunohistochemistry of 1,074 CRC tumours confirmed MERTK as a prognostic survival marker. We provide the proteomic and pharmacological data as a resource to the community to, for example, facilitate the design of innovative prospective clinical trials.<br /> (© 2017 The Authors. Published under the terms of the CC BY 4.0 license.)
- Subjects :
- Biomarkers, Tumor antagonists & inhibitors
Biomarkers, Tumor metabolism
Cell Line, Tumor
Colorectal Neoplasms diagnosis
Colorectal Neoplasms genetics
Colorectal Neoplasms mortality
Gene Regulatory Networks
Humans
Immunohistochemistry
MAP Kinase Kinase 1 antagonists & inhibitors
MAP Kinase Kinase 1 genetics
MAP Kinase Kinase 1 metabolism
MAP Kinase Kinase 2 antagonists & inhibitors
MAP Kinase Kinase 2 genetics
MAP Kinase Kinase 2 metabolism
Pharmacogenetics methods
Prognosis
Protein Kinase Inhibitors therapeutic use
Proteomics methods
Signal Transduction
Survival Analysis
c-Mer Tyrosine Kinase antagonists & inhibitors
c-Mer Tyrosine Kinase metabolism
Antineoplastic Agents therapeutic use
Biomarkers, Tumor genetics
Colorectal Neoplasms drug therapy
Drug Resistance, Neoplasm genetics
Gene Expression Regulation, Neoplastic
c-Mer Tyrosine Kinase genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1744-4292
- Volume :
- 13
- Issue :
- 11
- Database :
- MEDLINE
- Journal :
- Molecular systems biology
- Publication Type :
- Academic Journal
- Accession number :
- 29101300
- Full Text :
- https://doi.org/10.15252/msb.20177701