A genome-wide comprehensive analysis of alterations in driver genes in non-small-cell lung cancer

被引:26
|
作者
Yi, Jun [2 ]
Wei, Xiang [1 ]
Li, Xinqiang [2 ]
Wan, Lei [2 ]
Dong, Jiashou [2 ]
Wang, Rui [3 ]
机构
[1] Huazhong Univ Sci, Tongji Med Coll, Affiliated Tongji Hosp, Dept Cardiothorac Surg, Wuhan, Hubei, Peoples R China
[2] Jingmen First Peoples Hosp, Dept Cardiothorac Surg, Jingmen, Peoples R China
[3] Jingmen First Peoples Hosp, Dept Oncol, Jingmen 448000, Peoples R China
关键词
comprehensive analysis; driver genes; gene profiling; non-small-cell lung cancer; therapy targets; GROWTH-FACTOR RECEPTOR; ALK INHIBITORS; STATISTICS; PROLIFERATION; EXPRESSION; GENETICS;
D O I
10.1097/CAD.0000000000000571
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Lung cancer is one of the most common malignancies and the leading cause of cancer-related deaths worldwide. Although many oncogenes and tumor suppressors have been uncovered in the past decades, the pathogenesis and mechanisms of lung tumorigenesis and progression are unclear. The advancement of high-throughput sequencing technique and bioinformatics methods has led to the discovery of some unknown important protein-coding genes or noncoding RNAs in human cancers. In this study, we tried to identify and validate lung cancer driver genes to facilitate the diagnosis and individualized treatment of patients with this disease. To analyze distinct gene profile in lung cancer, the RNA sequencing data from TCGA and microarray data from Gene Expression Omnibus were used. Then, shRNA-pooled screen data and CRISPR-Cas9-based screen data in lung cancer cells were used to validate the functional roles of identified genes. We found that thousands of gene expression patterns are altered in lung cancer, and genomic alterations contribute to the dysregulation of these genes. Furthermore, we identified some potential lung cancer driver genes, such as TBX2, MCM4, SLC2A1, BIRC5, and CDC20, whose expression is significantly upregulated in lung cancer, and the copy number of these genes is amplified in the genome of patients with lung cancer. More importantly, overexpression of these genes is associated with poorer survival of patients with lung cancer, and knockdown or knockout of these genes results in decreased cell proliferation in lung cancer cells. Taken together, the genomewide comprehensive analysis combined with screen data analyses may provide a valuable help for identifying cancer driver genes for diagnosis and prevention of patients with lung cancer. (c) 2017 Wolters Kluwer Health, Inc. All rights reserved.
引用
收藏
页码:10 / 18
页数:9
相关论文
共 50 条
  • [21] Concurrent driver mutations/rearrangements in non-small-cell lung cancer
    Tabchi, Samer
    Kourie, Hampig R.
    Klastersky, Jean
    CURRENT OPINION IN ONCOLOGY, 2017, 29 (02) : 118 - 122
  • [22] A genome-wide association study for irinotecan-related severe toxicities in patients with advanced non-small-cell lung cancer
    J-Y Han
    E S Shin
    Y-S Lee
    H Y Ghang
    S-Y Kim
    J-A Hwang
    J Y Kim
    J S Lee
    The Pharmacogenomics Journal, 2013, 13 : 417 - 422
  • [23] A genome-wide association study for irinotecan-related severe toxicities in patients with advanced non-small-cell lung cancer
    Han, J-Y
    Shin, E. S.
    Lee, Y-S
    Ghang, H. Y.
    Kim, S-Y
    Hwang, J-A
    Kim, J. Y.
    Lee, J. S.
    PHARMACOGENOMICS JOURNAL, 2013, 13 (05): : 417 - 422
  • [24] Genome-wide gene expression analysis in asbestos-related non-small cell lung cancer
    Kettunen, Eeva
    Marwah, Veer Singh
    Wolff, Henrik
    Greco, Dario
    Husgafvel-Pursiainen, Kirsti
    CANCER RESEARCH, 2018, 78 (13)
  • [25] The immune response-related mutational signatures and driver genes in non-small-cell lung cancer
    Chen, Hao
    Chong, Wei
    Teng, Changcai
    Yao, Yueliang
    Wang, Xin
    Li, Xue
    CANCER SCIENCE, 2019, 110 (08) : 2348 - 2356
  • [26] RET Fusion Genes in Non-Small-Cell Lung Cancer
    Chao, Bo H.
    Briesewitz, Roger
    Villalona-Calero, Miguel A.
    JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (35) : 4439 - 4441
  • [27] Genome-wide DNA methylation analysis identifies tumor-specifically methylated genes in non-small cell lung cancer patients
    Heller, Gerwin
    Babinsky, Valerie
    Ziegler, Barbara
    Weinzierl, Marlene
    Noll, Christian
    Lang, Gyoergy
    End-Pfuetzenreuter, Adelheid
    Womastek, Irene
    Zehetmayer, Sonja
    Doeme, Balasz
    Arns, Britt-Madeleine
    Fong, Kwun M.
    Wright, Casey M.
    Yang, Ian A.
    Bowman, Rayleen V.
    Klepetko, Walter
    Posch, Martin
    Zielinski, Christoph C.
    Zochbauer-Mueller, Sabine
    CANCER RESEARCH, 2011, 71
  • [28] Genome-wide identification and characterization of long non-coding RNAs involved in acquired resistance to gefitinib in non-small-cell lung cancer
    Shi Jingjing
    Huang Yutang
    Wen Chunjie
    He Shuai
    Wu Lanxiang
    Zhou Honghao
    COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2020, 87
  • [29] A comprehensive genome-wide association study of lung cancer
    Landi, Maria
    Chatterjee, Nilanjan
    Yu, Kai
    Jacobs, Kevin
    Bergen, Andrew
    Goldin, Lynn
    Goldstein, Alisa
    Wang, Zhaoming
    Burdette, Laurie
    Albanes, Demetrius
    Oken, Martyn
    Thun, Michael
    Consonni, Dario
    Pesatori, Angela
    Amos, Christopher
    Houlston, Richard
    Brennan, Paul
    Hung, Rayjean
    Gaborieau, Valerie
    Spitz, Margaret
    Wang, Yufei
    Krokan, Hans
    Vatten, Lars
    Benhamou, Simone
    Metsapalu, Andres
    Field, John
    Chen, Chu
    Goodman, Gary
    Bickeboller, Heike
    Risch, Angela
    Wichmann, H-Erich
    Rafnar, Thorunn
    Stefansson, Kari
    Lathrop, Mark
    Bertazzi, Pier Alberto
    Tucker, Margaret
    Chanock, Stephen
    Caporaso, Neil
    CANCER RESEARCH, 2009, 69
  • [30] Genome-wide identification of transcription factors that are critical to non-small cell lung cancer
    Zhang, Da-Lin
    Qu, Li-Wei
    Ma, Liang
    Zhou, Yong-Chun
    Wang, Gui-Zhen
    Zhao, Xin-Chun
    Zhang, Chen
    Zhang, Yan-Fei
    Wang, Min
    Zhang, Mei-Ying
    Yu, Hong
    Sun, Bei-Bei
    Gao, San-Hui
    Cheng, Xin
    Guo, Ming-Zhou
    Huang, Yun-Chao
    Zhou, Guang-Biao
    CANCER LETTERS, 2018, 434 : 132 - 143