BRAF V600E Mutant Colorectal Cancer Subtypes Based on Gene Expression

被引:203
作者
Barras, David [1 ]
Missiaglia, Edoardo [1 ]
Wirapati, Pratyaksha [1 ]
Sieber, Oliver M. [2 ,3 ,4 ]
Jorissen, Robert N. [2 ,3 ]
Love, Chris [2 ,3 ]
Molloy, Peter L. [5 ]
Jones, Ian T. [6 ,7 ]
McLaughlin, Stephen [8 ]
Gibbs, Peter [2 ,3 ,9 ]
Guinney, Justin [10 ]
Simon, Iris M. [11 ]
Roth, Arnaud D. [12 ]
Bosman, Fred T. [13 ]
Tejpar, Sabine [14 ,15 ]
Delorenzi, Mauro [1 ,16 ,17 ]
机构
[1] Swiss Inst Bioinformat, Bioinformat Core Facil, Lausanne, Switzerland
[2] Walter & Eliza Hall Inst Med Res, Syst Biol & Personalized Med Div, Parkville, Vic, Australia
[3] Univ Melbourne, Dept Med Biol, Parkville, Vic, Australia
[4] Univ Melbourne, Royal Melbourne Hosp, Dept Surg, Parkville, Vic, Australia
[5] CSIRO Preventat Hlth Flagship, Anim Food & Hlth Sci Div, N Ryde, NSW, Australia
[6] Univ Melbourne, Dept Surg, Parkville, Vic, Australia
[7] Royal Melbourne Hosp, Colorectal Surg Unit, Parkville, Vic, Australia
[8] Western Hosp, Dept Colorectal Surg, Footscray, Vic, Australia
[9] Royal Melbourne Hosp, Dept Med Oncol, Parkville, Vic, Australia
[10] Fred Hutchinson Canc Res Ctr, Sage Bionetworks, 1124 Columbia St, Seattle, WA 98104 USA
[11] Agendia NV, Amsterdam, Netherlands
[12] Hop Univ Geneve, Oncol, Geneva, Switzerland
[13] Univ Lausanne, Dept Pathol, Lausanne, Switzerland
[14] Katholieke Univ Leuven, Dept Oncol, Lab Mol Digest Oncol, Leuven, Belgium
[15] Univ Hosp, Leuven, Belgium
[16] Univ Lausanne, Ludwig Ctr Canc Res, Lausanne, Switzerland
[17] Univ Lausanne, Fac Biol & Med, Dept Oncol, Lausanne, Switzerland
基金
英国医学研究理事会;
关键词
KRAS WILD-TYPE; BRAF MUTATION; COLON-CANCER; MICROSATELLITE INSTABILITY; MOLECULAR SUBTYPES; INHIBITION; IRINOTECAN; CETUXIMAB; CLASSIFICATION; BRAF(V600E);
D O I
10.1158/1078-0432.CCR-16-0140
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Purpose: Mutation of BRAF at the valine 600 residue occurs in approximately 10% of colorectal cancers, a group with particularly poor prognosis. The response of BRAF mutant colorectal cancer to recent targeted strategies such as anti-BRAF or combinations with MEK and EGFR inhibitors remains limited and highly heterogeneous within BRAF V600E cohorts. There is clearly an unmet need in understanding the biology of BRAF V600E colorectal cancers and potential subgroups within this population. Experimental Design: In the biggest yet reported cohort of 218 BRAF V600E with gene expression data, we performed unsupervised clustering using non-negative matrix factorization to identify gene expression-based subgroups and characterized pathway activation. Results: We found strong support for a split into two distinct groups, called BM1 and BM2. These subtypes are independent of MSI status, PI3K mutation, gender, and sidedness. Pathway analyses revealed that BM1 is characterized by KRAS/AKT pathway activation, mTOR/4EBP deregulation, and EMT whereas BM2 displays important deregulation of the cell cycle. Proteomics data validated these observations as BM1 is characterized by high phosphorylation levels of AKT and 4EBP1, and BM2 patients display high CDK1 and low cyclin D1 levels. We provide a global assessment of gene expression motifs that differentiate BRAF V600E subtypes from other colorectal cancers. Conclusions: We suggest that BRAF mutant patients should not be considered as having a unique biology and provide an in depth characterization of heterogeneous motifs that may be exploited for drug targeting. (C) 2016 AACR.
引用
收藏
页码:104 / 115
页数:12
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