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PMID: 31839815 Published · epublish English Journal Article

Systematic Identification of Multi Omics-based Biomarkers in KEAP1 Mutated TCGA Lung Adenocarcinoma.

Journal of Cancer ·Vol. 10 ·No. 27 ·2019-00-00 ·Pages 6813-6821

Namani A, Zheng Z, Wang XJ, Tang X

Abstract

Mutations in KEAP1 and/or NRF2 genes have been identified across many cancers and the dysregulation of the NRF2 pathway due to these mutations leads to drug and radioresistance in several cancers. Identification of biomarkers associated with these mutations allows the researchers and clinicians to identify the personalized medicine and quicker diagnosis. In this current study, we carried out an integrated, multi-omics, multi-database analysis of exome, transcriptomics data's of KEAP1 mutated TCGA- Lung adenocarcinoma (LUAD) patients against non-mutated counterparts. Finally, we discovered the gene signature associated with KEAP1 mutations, prognostic genes which were highly correlated with the upregulation of the NRF2 pathway in the KEAP1 mutated LUAD patients. Our finding might be useful to identify the early diagnosis of KEAP1 mutated LUAD patients.

Keywords
KEAP1 mutations NRF2 biomarkers gene signature TCGA-Lung adenocarcinoma
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Namani Akhileshwar
Department of Thoracic Surgery and Department of Biochemistry of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, PR China.
Zheng Zhaohong
Department of Pharmacology, and Cancer Institute, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, PR China.
Wang Xiu Jun
Department of Pharmacology, and Cancer Institute, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, PR China.
Tang Xiuwen
Department of Thoracic Surgery and Department of Biochemistry of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, PR China.
Conflict of Interest

Competing Interests: The authors have declared that no competing interest exists.

References (36)
36 references, click to expand
  1. PWMScan: a fast tool for scanning entire genomes with a position-specific weight matrix.
    Bioinformatics. 2018 Jul 15;34(14):2483-2484 PMID: 29514181
  2. Gene-expression signature regulated by the KEAP1-NRF2-CUL3 axis is associated with a poor prognosis in head and neck squamous cell cancer.
    BMC Cancer. 2018 Jan 6;18(1):46 PMID: 29306329
  3. The Keap1/Nrf2 pathway in health and disease: from the bench to the clinic.
    Biochem Soc Trans. 2015 Aug;43(4):687-9 PMID: 26551713
  4. Oncogenic pathway signatures in human cancers as a guide to targeted therapies.
    Nature. 2006 Jan 19;439(7074):353-7 PMID: 16273092
  5. Comprehensive molecular profiling of lung adenocarcinoma.
    Nature. 2014 Jul 31;511(7511):543-50 PMID: 25079552
  6. Ectopic activation of germline and placental genes identifies aggressive metastasis-prone lung cancers.
    Sci Transl Med. 2013 May 22;5(186):186ra66 PMID: 23698379
  7. NRF2-regulated metabolic gene signature as a prognostic biomarker in non-small cell lung cancer.
    Oncotarget. 2017 Jul 18;8(41):69847-69862 PMID: 29050246
  8. WebGestalt 2017: a more comprehensive, powerful, flexible and interactive gene set enrichment analysis toolkit.
    Nucleic Acids Res. 2017 Jul 3;45(W1):W130-W137 PMID: 28472511
  9. Transcription factor NRF2 regulates miR-1 and miR-206 to drive tumorigenesis.
    J Clin Invest. 2013 Jul;123(7):2921-34 PMID: 23921124
  10. Identification of genes upregulated in ALK-positive and EGFR/KRAS/ALK-negative lung adenocarcinomas.
    Cancer Res. 2012 Jan 1;72(1):100-11 PMID: 22080568
  11. The Encyclopedia of DNA elements (ENCODE): data portal update.
    Nucleic Acids Res. 2018 Jan 4;46(D1):D794-D801 PMID: 29126249
  12. PrimerBank: a PCR primer database for quantitative gene expression analysis, 2012 update.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D1144-9 PMID: 22086960
  13. Nrf2 signaling pathway: Pivotal roles in inflammation.
    Biochim Biophys Acta Mol Basis Dis. 2017 Feb;1863(2):585-597 PMID: 27825853
  14. Epidermal growth factor receptor tyrosine kinase defines critical prognostic genes of stage I lung adenocarcinoma.
    PLoS One. 2012;7(9):e43923 PMID: 23028479
  15. Identification of a functional antioxidant response element within the eighth intron of the human ABCC3 gene.
    Drug Metab Dispos. 2015 Jan;43(1):93-9 PMID: 25349122
  16. NRF2 regulates serine biosynthesis in non-small cell lung cancer.
    Nat Genet. 2015 Dec;47(12):1475-81 PMID: 26482881
  17. Chemical Proteomics Identifies Druggable Vulnerabilities in a Genetically Defined Cancer.
    Cell. 2017 Oct 19;171(3):696-709.e23 PMID: 28965760
  18. An integrated encyclopedia of DNA elements in the human genome.
    Nature. 2012 Sep 6;489(7414):57-74 PMID: 22955616
  19. Identification of novel NRF2-regulated genes by ChIP-Seq: influence on retinoid X receptor alpha.
    Nucleic Acids Res. 2012 Aug;40(15):7416-29 PMID: 22581777
  20. A 12-gene set predicts survival benefits from adjuvant chemotherapy in non-small cell lung cancer patients.
    Clin Cancer Res. 2013 Mar 15;19(6):1577-86 PMID: 23357979
  21. Nrf2: bane or blessing in cancer?
    J Cancer Res Clin Oncol. 2014 Aug;140(8):1251-9 PMID: 24599821
  22. "NRF2 addiction" in lung cancer cells and its impact on cancer therapy.
    Cancer Lett. 2019 Dec 28;467:40-49 PMID: 31574294
  23. SurvExpress: an online biomarker validation tool and database for cancer gene expression data using survival analysis.
    PLoS One. 2013 Sep 16;8(9):e74250 PMID: 24066126
  24. Cancer statistics, 2016.
    CA Cancer J Clin. 2016 Jan-Feb;66(1):7-30 PMID: 26742998
  25. ChIPseek, a web-based analysis tool for ChIP data.
    BMC Genomics. 2014 Jun 30;15:539 PMID: 24974934
  26. JASPAR 2018: update of the open-access database of transcription factor binding profiles and its web framework.
    Nucleic Acids Res. 2018 Jan 4;46(D1):D260-D266 PMID: 29140473
  27. Statistical aspects of gene signatures and molecular targets.
    Gastrointest Cancer Res. 2009 Mar;3(2 Suppl):S19-21 PMID: 19461917
  28. Most random gene expression signatures are significantly associated with breast cancer outcome.
    PLoS Comput Biol. 2011 Oct;7(10):e1002240 PMID: 22028643
  29. Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-years for 32 Cancer Groups, 1990 to 2015: A Systematic Analysis for the Global Burden of Disease Study.
    JAMA Oncol. 2017 Apr 1;3(4):524-548 PMID: 27918777
  30. Nrf2 negatively regulates STING indicating a link between antiviral sensing and metabolic reprogramming.
    Nat Commun. 2018 Aug 29;9(1):3506 PMID: 30158636
  31. Nrf2 redirects glucose and glutamine into anabolic pathways in metabolic reprogramming.
    Cancer Cell. 2012 Jul 10;22(1):66-79 PMID: 22789539
  32. Mkp-1 cross-talks with Nrf2/Ho-1 pathway protecting against intestinal inflammation.
    Free Radic Biol Med. 2018 Aug 20;124:541-549 PMID: 30061089
  33. Lung cancer in the era of precision medicine.
    Clin Cancer Res. 2015 May 15;21(10):2213-20 PMID: 25979927
  34. Modulation of NRF2 signaling pathway by nuclear receptors: implications for cancer.
    Biochim Biophys Acta. 2014 Sep;1843(9):1875-85 PMID: 24851839
  35. LinkedOmics: analyzing multi-omics data within and across 32 cancer types.
    Nucleic Acids Res. 2018 Jan 4;46(D1):D956-D963 PMID: 29136207
  36. Luteolin inhibits Nrf2 leading to negative regulation of the Nrf2/ARE pathway and sensitization of human lung carcinoma A549 cells to therapeutic drugs.
    Free Radic Biol Med. 2011 Jun 1;50(11):1599-609 PMID: 21402146
Article Info
Journal
Journal of Cancer
Abbr.
J Cancer
ISSN
1837-9664
Published
2019-00-00
Epub
2019-00-01
Pages
6813-6821
Language
English
Region
Australia
NLM ID
101535920
PMCID
PMC6909944
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