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KEAP1-NRF2-CUL3 轴调控的基因表达谱与头颈部鳞状细胞癌的不良预后相关。

Gene-expression signature regulated by the KEAP1-NRF2-CUL3 axis is associated with a poor prognosis in head and neck squamous cell cancer.

机构信息

Department of Biochemistry, University School of Medicine, Hangzhou, 310058, People's Republic of China.

Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, 310058, People's Republic of China.

出版信息

BMC Cancer. 2018 Jan 6;18(1):46. doi: 10.1186/s12885-017-3907-z.

Abstract

BACKGROUND

NRF2 is the key regulator of oxidative stress in normal cells and aberrant expression of the NRF2 pathway due to genetic alterations in the KEAP1 (Kelch-like ECH-associated protein 1)-NRF2 (nuclear factor erythroid 2 like 2)-CUL3 (cullin 3) axis leads to tumorigenesis and drug resistance in many cancers including head and neck squamous cell cancer (HNSCC). The main goal of this study was to identify specific genes regulated by the KEAP1-NRF2-CUL3 axis in HNSCC patients, to assess the prognostic value of this gene signature in different cohorts, and to reveal potential biomarkers.

METHODS

RNA-Seq V2 level 3 data from 279 tumor samples along with 37 adjacent normal samples from patients enrolled in the The Cancer Genome Atlas (TCGA)-HNSCC study were used to identify upregulated genes using two methods (altered KEAP1-NRF2-CUL3 versus normal, and altered KEAP1-NRF2-CUL3 versus wild-type). We then used a new approach to identify the combined gene signature by integrating both datasets and subsequently tested this signature in 4 independent HNSCC datasets to assess its prognostic value. In addition, functional annotation using the DAVID v6.8 database and protein-protein interaction (PPI) analysis using the STRING v10 database were performed on the signature.

RESULTS

A signature composed of a subset of 17 genes regulated by the KEAP1-NRF2-CUL3 axis was identified by overlapping both the upregulated genes of altered versus normal (251 genes) and altered versus wild-type (25 genes) datasets. We showed that increased expression was significantly associated with poor survival in 4 independent HNSCC datasets, including the TCGA-HNSCC dataset. Furthermore, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and PPI analysis revealed that most of the genes in this signature are associated with drug metabolism and glutathione metabolic pathways.

CONCLUSIONS

Altogether, our study emphasizes the discovery of a gene signature regulated by the KEAP1-NRF2-CUL3 axis which is strongly associated with tumorigenesis and drug resistance in HNSCC. This 17-gene signature provides potential biomarkers and therapeutic targets for HNSCC cases in which the NRF2 pathway is activated.

摘要

背景

NRF2 是正常细胞氧化应激的关键调节因子,KEAP1(Kelch-like ECH-associated protein 1)-NRF2(核因子红细胞 2 样 2)-CUL3(cullin 3)轴的基因改变导致异常表达,从而导致多种癌症包括头颈部鳞状细胞癌(HNSCC)的肿瘤发生和耐药。本研究的主要目的是鉴定 HNSCC 患者中由 KEAP1-NRF2-CUL3 轴调节的特定基因,评估该基因特征在不同队列中的预后价值,并揭示潜在的生物标志物。

方法

使用两种方法(改变的 KEAP1-NRF2-CUL3 与正常相比,以及改变的 KEAP1-NRF2-CUL3 与野生型相比)从 279 个肿瘤样本和 37 个来自参加癌症基因组图谱(TCGA)-HNSCC 研究的患者的相邻正常样本的 RNA-Seq V2 水平 3 数据中鉴定上调基因。然后,我们使用一种新方法通过整合两个数据集来鉴定组合基因特征,并随后在 4 个独立的 HNSCC 数据集上测试该特征,以评估其预后价值。此外,使用 DAVID v6.8 数据库进行功能注释,并使用 STRING v10 数据库进行蛋白质-蛋白质相互作用(PPI)分析。

结果

通过重叠改变的与正常(251 个基因)和改变的与野生型(25 个基因)数据集的上调基因,确定了由 KEAP1-NRF2-CUL3 轴调节的一组 17 个基因的特征。我们表明,在包括 TCGA-HNSCC 数据集在内的 4 个独立的 HNSCC 数据集中,表达增加与不良生存显著相关。此外,GO、KEGG 和 PPI 分析表明,该特征中的大多数基因与药物代谢和谷胱甘肽代谢途径有关。

结论

总之,我们的研究强调了发现由 KEAP1-NRF2-CUL3 轴调节的基因特征,该特征与 HNSCC 中的肿瘤发生和耐药性密切相关。这个 17 个基因的特征为 NRF2 途径激活的 HNSCC 病例提供了潜在的生物标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c635/5756380/f34fa182e316/12885_2017_3907_Fig1_HTML.jpg

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