NRF2 metagene signature is a novel prognostic biomarker in colorectal cancer

被引:12
|
作者
O'Cathail, Sean M. [1 ]
Wu, Chieh-Hsi [2 ]
Lewis, Annabelle [3 ]
Holmes, Chris [2 ,4 ,5 ]
Hawkins, Maria A. [6 ]
Maughan, Tim [7 ]
机构
[1] Univ Glasgow, Inst Canc Sci, Glasgow, Lanark, Scotland
[2] Univ Southampton, Dept Stat, Southampton, Hants, England
[3] Brunel Univ London, Dept Life Sci, CHMLS, London, England
[4] Univ Oxford, Nuffield Dept Med, Oxford, England
[5] Alan Turing Inst, London, England
[6] UCL, London, England
[7] Univ Oxford, Oxford Inst Radiat Oncol, Oxford, England
基金
英国医学研究理事会; 英国工程与自然科学研究理事会;
关键词
NRF2; Colorectal; Signature; Biomarker; Prognosis; COLON; GENE; MUTATIONS; DATABASE; PATHWAY; PROFILE; STRESS;
D O I
10.1016/j.cancergen.2020.08.006
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
We hypothesise that the NRF2 transcription factor would act a biomarker of poor prognosis in colorectal cancer. We derived and validated an mRNA based metagene signature of NRF2 signalling and validated it in 1360 patients from 4 different datasets as an independent biomarker of poor prognosis. This is a novel insight into the molecular signalling of colorectal cancer. Background: NRF2 over activity confers poor prognosis in some cancers but its prognostic role in colorectal cancer (CRC) is unknown. As a transcription factor, we hypothesise a signature of NRF2 regulated genes could act as a prognostic biomarker in CRC and reveal novel biological insights. Methods: Using known NRF2 regulated genes, differentially expressed in CRC, we defined a signature of NRF2 pathway activity using principal component analysis and Cox proportional hazard models and tested it in four independent mRNA datasets, profiled on three different mRNA platforms. Results: 36 genes comprised the final NRF2 signature. 1360 patients were included in the validation. High NRF2 was associated with worse disease free survival (DFS) and/or overall survival (OS) in all datasets: (GSE14333 HR=1.55, 95% C.I 1.2-2.004, p = 0.0008; GSE39582 HR=1.24, 95% C.I 1.086-1.416, p = 0.001; GSE87211 HR=1.431, 95% C.I 1.06-1.93, p = 0.056; MRC FOCUS trial HR=1.14, 95% C.I 1.04-1.26, p = 0.008). In multivariate analyses, NRF2 remained significant when adjusted for stage and adjuvant chemotherapy in stage I-III disease, and BRAF V600E mutation and sidedness in stage IV disease. NRF2 activity was particularly enriched in Consensus Molecular Subtype (CMS) 4. Conclusion: For the first time, NRF2 is shown to be a consistent, robust prognostic biomarker across all stages of colorectal cancer with additional clinical value to current known prognostic biomarkers. High NRF2 signalling in CMS 4 further refines the molecular taxonomy of CRC, a new biological insight, suggesting avenues of further study. Keywords: NRF2 Colorectal Signature Biomarker Prognosis (C) 2020 The Authors. Published by Elsevier Inc.
引用
收藏
页码:1 / 10
页数:10
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