Diagnostic and Prognostic Significance of Keap1 mRNA Expression for Lung Cancer Based on Microarray and Clinical Information from Oncomine Database

被引:2
作者
Liu, Guang-ya [1 ]
Zhang, Wei [2 ]
Chen, Xu-chi [3 ]
Wu, Wen-juan [2 ]
Wan, Shi-qian [1 ]
机构
[1] Wuhan Jinyintan Hosp, Dept Infect Dis, Wuhan 430023, Peoples R China
[2] Wuhan Jinyintan Hosp, Dept Crit Care Med, Wuhan 430023, Peoples R China
[3] Wuhan Univ Sci & Technol, Dept Crit Care Med, Wuchang Hosp, Wuhan 430063, Peoples R China
关键词
Kelch-like ECH-associated protein 1; lung cancer; receiver operating characteristic curve analysis; Cox regression; co-expression; signaling pathway; GENE-EXPRESSION; ADENOCARCINOMA; SULFORAPHANE; SURVIVAL; NRF2;
D O I
10.1007/s11596-021-2378-2
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
We performed a bioinformatics analysis with validation by multiple databases, aiming to evaluate the diagnostic and prognostic value of Kelch-like ECH-associated protein 1 (Keap1) mRNA for lung cancer, and to explore possible mechanisms. Diagnostic performance of Keap1 mRNA was determined by receiver operating characteristic (ROC) curve analysis. Prognostic implication of Keap1 mRNA was estimated by Kaplan-Meier survival analysis. Co-expressed genes with both Keap1 and Nfe2L2 were identified by LinkedOmics. Mechanisms of Keap1-Nfe2L2-co-expressed genes underlying the pathogenesis of lung cancer were explored by function enrichment and pathway analysis. The ROC curve analysis determined a good diagnostic performance of Keap1 mRNA for lung squamous cell carcinoma (LUSC), with an area under the ROC curve (AUC) of 0.833, sensitivity of 72.7%, and specificity of 90.6% (P<0.001). Multivariate Cox regression recognized high Keap1 mRNA to be an independent risk factor of mortality for overall lung cancer [hazard ratio (HR): 11.034, P=0.044], but an independent antagonistic factor for lung adenocarcinoma (LUAD) (HR: 0.404, P<0.001). Validation by UALCAN and GEPIA supported Oncomine findings regarding the diagnostic value of Keap1 mRNA for LUSC, but denied its prognostic value. After screening, we identified 17 co-expressed genes with both Keap1 and Nfe2L2 for LUAD, and 22 for LUSC, mainly enriched in signaling pathway of oxidative stress-induced gene expression via Nrf2. In conclusion, Keap1 mRNA has a good diagnostic performance, but controversial prognostic efficacy for LUSC. The pathogenesis of lung cancer is associated with Keap1-Nfe2L2-co-expressed genes by signaling pathway of oxidative stress-induced gene expression via Nrf2.
引用
收藏
页码:597 / 609
页数:13
相关论文
共 46 条
[1]   Global surveillance of cancer survival 1995-2009: analysis of individual data for 25 676 887 patients from 279 population-based registries in 67 countries (CONCORD-2) [J].
Allemani, Claudia ;
Weir, Hannah K. ;
Carreira, Helena ;
Harewood, Rhea ;
Spika, Devon ;
Wang, Xiao-Si ;
Bannon, Finian ;
Ahn, Jane V. ;
Johnson, Christopher J. ;
Bonaventure, Audrey ;
Marcos-Gragera, Rafael ;
Stiller, Charles ;
Azevedo e Silva, Gulnar ;
Chen, Wan-Qing ;
Ogunbiyi, Olufemi J. ;
Rachet, Bernard ;
Soeberg, Matthew J. ;
You, Hui ;
Matsuda, Tomohiro ;
Bielska-Lasota, Magdalena ;
Storm, Hans ;
Tucker, Thomas C. ;
Coleman, Michel P. .
LANCET, 2015, 385 (9972) :977-1010
[2]   Gene-expression profiles predict survival of patients with lung adenocarcinoma [J].
Beer, DG ;
Kardia, SLR ;
Huang, CC ;
Giordano, TJ ;
Levin, AM ;
Misek, DE ;
Lin, L ;
Chen, GA ;
Gharib, TG ;
Thomas, DG ;
Lizyness, ML ;
Kuick, R ;
Hayasaka, S ;
Taylor, JMG ;
Iannettoni, MD ;
Orringer, MB ;
Hanash, S .
NATURE MEDICINE, 2002, 8 (08) :816-824
[3]   Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses [J].
Bhattacharjee, A ;
Richards, WG ;
Staunton, J ;
Li, C ;
Monti, S ;
Vasa, P ;
Ladd, C ;
Beheshti, J ;
Bueno, R ;
Gillette, M ;
Loda, M ;
Weber, G ;
Mark, EJ ;
Lander, ES ;
Wong, W ;
Johnson, BE ;
Golub, TR ;
Sugarbaker, DJ ;
Meyerson, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (24) :13790-13795
[4]   Effects of 4-hydroxynonenal on vascular endothelial and smooth muscle cell redox signaling and function in health and disease [J].
Chapple, Sarah J. ;
Cheng, Xinghua ;
Mann, Giovanni E. .
REDOX BIOLOGY, 2013, 1 (01) :319-331
[5]   SKA1/2/3 serves as a biomarker for poor prognosis in human lung adenocarcinoma [J].
Chen, Cheng ;
Guo, Qiang ;
Song, Yongxiang ;
Xu, Gang ;
Liu, Lunxu .
TRANSLATIONAL LUNG CANCER RESEARCH, 2020, 9 (02) :218-+
[6]   NRF2 Activation in Cancer: From DNA to Protein [J].
Cloer, Erica W. ;
Goldfarb, Dennis ;
Schrank, Travis P. ;
Weissman, Bernard E. ;
Major, Michael B. .
CANCER RESEARCH, 2019, 79 (05) :889-898
[7]   Phenethyl isothiocyanate and sulforaphane and their N-acetylcysteine conjugates inhibit malignant progression of lung adenomas induced by tobacco carcinogens in A/J mice [J].
Conaway, CC ;
Wang, CX ;
Pittman, B ;
Yang, YM ;
Schwartz, JE ;
Tian, DF ;
McIntee, EJ ;
Hecht, SS ;
Chung, FL .
CANCER RESEARCH, 2005, 65 (18) :8548-8557
[8]   ClinicalandPathological Characteristics of KEAP1- and NFE2L2-Mutated Non-Small Cell Lung Carcinoma (NSCLC) [J].
Frank, Rieke ;
Scheffler, Matthias ;
Merkelbach-Bruse, Sabine ;
Ihle, Michaela A. ;
Kron, Anna ;
Rauer, Michael ;
Ueckeroth, Frank ;
Koenig, Katharina ;
Michels, Sebastian ;
Fischer, Rieke ;
Eisert, Anna ;
Fassunke, Jana ;
Heydt, Carina ;
Serke, Monika ;
Ko, Yon-Dschun ;
Gerigk, Ulrich ;
Geist, Thomas ;
Kaminsky, Britta ;
Heukamp, Lukas C. ;
Clement-Ziza, Mathieu ;
Buettner, Reinhard ;
Wolf, Juergen .
CLINICAL CANCER RESEARCH, 2018, 24 (13) :3087-3096
[9]   Diversity of gene expression in adenocarcinoma of the lung [J].
Garber, ME ;
Troyanskaya, OG ;
Schluens, K ;
Petersen, S ;
Thaesler, Z ;
Pacyna-Gengelbach, M ;
van de Rijn, M ;
Rosen, GD ;
Perou, CM ;
Whyte, RI ;
Altman, RB ;
Brown, PO ;
Botstein, D ;
Petersen, I .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (24) :13784-13789
[10]   Comprehensive genomic characterization of squamous cell lung cancers [J].
Hammerman, Peter S. ;
Lawrence, Michael S. ;
Voet, Douglas ;
Jing, Rui ;
Cibulskis, Kristian ;
Sivachenko, Andrey ;
Stojanov, Petar ;
McKenna, Aaron ;
Lander, Eric S. ;
Gabriel, Stacey ;
Getz, Gad ;
Sougnez, Carrie ;
Imielinski, Marcin ;
Helman, Elena ;
Hernandez, Bryan ;
Pho, Nam H. ;
Meyerson, Matthew ;
Chu, Andy ;
Chun, Hye-Jung E. ;
Mungall, Andrew J. ;
Pleasance, Erin ;
Robertson, A. Gordon ;
Sipahimalani, Payal ;
Stoll, Dominik ;
Balasundaram, Miruna ;
Birol, Inanc ;
Butterfield, Yaron S. N. ;
Chuah, Eric ;
Coope, Robin J. N. ;
Corbett, Richard ;
Dhalla, Noreen ;
Guin, Ranabir ;
Hirst, Anhe Carrie ;
Hirst, Martin ;
Holt, Robert A. ;
Lee, Darlene ;
Li, Haiyan I. ;
Mayo, Michael ;
Moore, Richard A. ;
Mungall, Karen ;
Nip, Ka Ming ;
Olshen, Adam ;
Schein, Jacqueline E. ;
Slobodan, Jared R. ;
Tam, Angela ;
Thiessen, Nina ;
Varhol, Richard ;
Zeng, Thomas ;
Zhao, Yongjun ;
Jones, Steven J. M. .
NATURE, 2012, 489 (7417) :519-525