An Integrated Molecular Analysis of Lung Adenocarcinomas Identifies Potential Therapeutic Targets among TTF1-Negative Tumors, Including DNA Repair Proteins and Nrf2

被引:52
作者
Cardnell, Robert J. G. [1 ]
Behrens, Carmen [1 ]
Diao, Lixia [2 ]
Fan, YouHong [1 ]
Tang, Ximing [3 ]
Tong, Pan [2 ]
Minna, John D. [4 ,5 ]
Mills, Gordon B. [6 ]
Heymach, John V. [1 ]
Wistuba, Ignacio I. [3 ]
Wang, Jing [2 ]
Byers, Lauren A. [1 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Thorac Head & Neck Med Oncol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[4] Univ Texas Southwestern, Hamon Ctr Therapeut Oncol Res, Dallas, TX USA
[5] Univ Texas Southwestern, Simmons Comprehens Canc Ctr, Dallas, TX USA
[6] Univ Texas MD Anderson Canc Ctr, Syst Biol, Houston, TX 77030 USA
关键词
TRANSCRIPTION FACTOR; THYMIDYLATE SYNTHASE; EGFR-MUTATION; CANCER; GENE; EXPRESSION; SOX2; RESISTANCE; SURVIVAL; TTF-1;
D O I
10.1158/1078-0432.CCR-14-3286
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Thyroid transcription factor-1 (TTF1) immunohistochemistry (IHC) is used clinically to differentiate primary lung adenocarcinomas (LUAD) from squamous lung cancers and metastatic adenocarcinomas from other primary sites. However, a subset of LUAD (15%-20%) does not express TTF1, and TTF1-negative patients have worse clinical outcomes. As there are no established targeted agents with activity in TTF1-negative LUAD, we performed an integrated molecular analysis to identify potential therapeutic targets. Experimental Design: Using two clinical LUAD cohorts (274 tumors), one from our institution (PROSPECT) and The Cancer Genome Atlas, we interrogated proteomic profiles (by reverse phase protein array, RPPA), gene expression, and mutational data. Drug response data from 74 cell lines were used to validate potential therapeutic agents. Results: Strong correlations were observed between TTF1 IHC and TTF1 measurements by RPPA (Rho = 0.57, P < 0.001) and gene expression (NKX2-1, Rho = 0.61, P < 0.001). Established driver mutations (e.g., BRAF and EGFR) were associated with high TTF1 expression. In contrast, TTF1-negative LUAD had a higher frequency of inactivating KEAP1 mutations (P = 0.001). Proteomic profiling identified increased expression of DNA repair proteins (e.g., Chk1 and the DNA repair score) and suppressed PI3k/mTOR signaling among TTF1-negative tumors, with differences in total proteins confirmed at the mRNA level. Cell line analysis showed drugs targeting DNA repair to be more active in TTF1-low cell lines. Conclusions: Combined genomic and proteomic analyses demonstrated infrequent alteration of validated lung cancer targets (including the absence of BRAF mutations in TTF1-negative LUAD), but identified novel potential targets for TTF1-negative LUAD, including KEAP1/Nrf2 and DNA repair pathways. (C)2015 AACR.
引用
收藏
页码:3480 / 3491
页数:12
相关论文
共 51 条
[1]   p16INK4A Positively Regulates Cyclin D1 and E2F1 through Negative Control of AUF1 [J].
Al-Khalaf, Huda H. ;
Colak, Dilek ;
Al-Saif, Maher ;
Al-Bakheet, Albandary ;
Hendrayani, Siti-Faujiah ;
Al-Yousef, Nujoud ;
Kaya, Namik ;
Khabar, Khalid S. ;
Aboussekhra, Abdelilah .
PLOS ONE, 2011, 6 (07)
[2]  
Alroy I, 1999, MOL CELL BIOL, V19, P1961
[3]  
[Anonymous], MOL CARCINOG
[4]  
[Anonymous], 2013, ASCO M
[5]   Inhibition of the Nrf2 transcription factor by the alkaloid trigonelline renders pancreatic cancer cells more susceptible to apoptosis through decreased proteasomal gene expression and proteasome activity [J].
Arlt, A. ;
Sebens, S. ;
Krebs, S. ;
Geismann, C. ;
Grossmann, M. ;
Kruse, M-L ;
Schreiber, S. ;
Schaefer, H. .
ONCOGENE, 2013, 32 (40) :4825-4835
[6]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[7]   Thyroid transcription factor-1 [J].
Bingle, CD .
INTERNATIONAL JOURNAL OF BIOCHEMISTRY & CELL BIOLOGY, 1997, 29 (12) :1471-1473
[8]   Thyroid transcription factor-1 (TTF-1/Nkx2.1/TITF1) gene regulation in the lung [J].
Boggaram, Vijay .
CLINICAL SCIENCE, 2009, 116 (1-2) :27-35
[9]   An Epithelial-Mesenchymal Transition Gene Signature Predicts Resistance to EGFR and PI3K Inhibitors and Identifies Axl as a Therapeutic Target for Overcoming EGFR Inhibitor Resistance [J].
Byers, Lauren Averett ;
Diao, Lixia ;
Wang, Jing ;
Saintigny, Pierre ;
Girard, Luc ;
Peyton, Michael ;
Shen, Li ;
Fan, Youhong ;
Giri, Uma ;
Tumula, Praveen K. ;
Nilsson, Monique B. ;
Gudikote, Jayanthi ;
Tran, Hai ;
Cardnell, Robert J. G. ;
Bearss, David J. ;
Warner, Steven L. ;
Foulks, Jason M. ;
Kanner, Steven B. ;
Gandhi, Varsha ;
Krett, Nancy ;
Rosen, Steven T. ;
Kim, Edward S. ;
Herbst, Roy S. ;
Blumenschein, George R. ;
Lee, J. Jack ;
Lippman, Scott M. ;
Ang, K. Kian ;
Mills, Gordon B. ;
Hong, Waun K. ;
Weinstein, John N. ;
Wistuba, Ignacio I. ;
Coombes, Kevin R. ;
Minna, John D. ;
Heymach, John V. .
CLINICAL CANCER RESEARCH, 2013, 19 (01) :279-290
[10]   Proteomic Profiling Identifies Dysregulated Pathways in Small Cell Lung Cancer and Novel Therapeutic Targets Including PARP1 [J].
Byers, Lauren Averett ;
Wang, Jing ;
Nilsson, Monique B. ;
Fujimoto, Junya ;
Saintigny, Pierre ;
Yordy, John ;
Giri, Uma ;
Peyton, Michael ;
Fan, You Hong ;
Diao, Lixia ;
Masrorpour, Fatemeh ;
Shen, Li ;
Liu, Wenbin ;
Duchemann, Boris ;
Tumula, Praveen ;
Bhardwaj, Vikas ;
Welsh, James ;
Weber, Stephanie ;
Glisson, Bonnie S. ;
Kalhor, Neda ;
Wistuba, Ignacio I. ;
Girard, Luc ;
Lippman, Scott M. ;
Mills, Gordon B. ;
Coombes, Kevin R. ;
Weinstein, John N. ;
Minna, John D. ;
Heymach, John V. .
CANCER DISCOVERY, 2012, 2 (09) :798-811