Differential association of STK11 and TP53 with KRAS mutation-associated gene expression, proliferation and immune surveillance in lung adenocarcinoma

被引:285
作者
Schabath, M. B. [1 ]
Welsh, E. A. [2 ]
Fulp, W. J. [3 ]
Chen, L. [3 ]
Teer, J. K. [2 ]
Thompson, Z. J. [3 ]
Engel, B. E. [4 ]
Xie, M. [4 ]
Berglund, A. E. [2 ]
Creelan, B. C. [5 ]
Antonia, S. J. [5 ]
Gray, J. E. [5 ]
Eschrich, S. A. [2 ]
Chen, D-T [3 ]
Cress, W. D. [6 ]
Haura, E. B. [5 ]
Beg, A. A. [7 ]
机构
[1] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Canc Epidemiol, Tampa, FL 33612 USA
[2] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Bioinformat, Tampa, FL 33612 USA
[3] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Biostat, Tampa, FL 33612 USA
[4] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Canc Biol Grad Program, Tampa, FL 33612 USA
[5] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Thorac Oncol, Tampa, FL 33612 USA
[6] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Mol Oncol, Tampa, FL 33612 USA
[7] Univ S Florida, Coll Med, H Lee Moffitt Canc Ctr & Res Inst, Dept Immunol, Tampa, FL 33612 USA
基金
美国国家卫生研究院;
关键词
NF-KAPPA-B; TUMOR MICROENVIRONMENT; CANCER-IMMUNOTHERAPY; SOMATIC MUTATIONS; T-CELLS; LKB1; SIGNATURE; METASTASIS; SURVIVAL; INNATE;
D O I
10.1038/onc.2015.375
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
While mutations in the KRAS oncogene are among the most prevalent in human cancer, there are few successful treatments to target these tumors. It is also likely that heterogeneity in KRAS-mutant tumor biology significantly contributes to the response to therapy. We hypothesized that the presence of commonly co-occurring mutations in STK11 and TP53 tumor suppressors may represent a significant source of heterogeneity in KRAS-mutant tumors. To address this, we utilized a large cohort of resected tumors from 442 lung adenocarcinoma patients with data including annotation of prevalent driver mutations (KRAS and EGFR) and tumor suppressor mutations (STK11 and TP53), microarray-based gene expression and clinical covariates, including overall survival (OS). Specifically, we determined impact of STK11 and TP53 mutations on a new KRAS mutation-associated gene expression signature as well as previously defined signatures of tumor cell proliferation and immune surveillance responses. Interestingly, STK11, but not TP53 mutations, were associated with highly elevated expression of KRAS mutation-associated genes. Mutations in TP53 and STK11 also impacted tumor biology regardless of KRAS status, with TP53 strongly associated with enhanced proliferation and STK11 with suppression of immune surveillance. These findings illustrate the remarkably distinct ways through which tumor suppressor mutations may contribute to heterogeneity in KRAS-mutant tumor biology. In addition, these studies point to novel associations between gene mutations and immune surveillance that could impact the response to immunotherapy.
引用
收藏
页码:3209 / 3216
页数:8
相关论文
共 46 条
[1]   Molecular Pathways: Targeting RAC-p21-Activated Serine-Threonine Kinase Signaling in RAS-Driven Cancers [J].
Baker, Nicole M. ;
Chow, Hoi Yee ;
Chernoff, Jonathan ;
Der, Channing J. .
CLINICAL CANCER RESEARCH, 2014, 20 (18) :4740-4746
[2]   GSK-3α Promotes Oncogenic KRAS Function in Pancreatic Cancer via TAK1-TAB Stabilization and Regulation of Noncanonical NF-κB [J].
Bang, Deepali ;
Wilson, Willie ;
Ryan, Meagan ;
Yeh, Jen Jen ;
Baldwin, Albert S. .
CANCER DISCOVERY, 2013, 3 (06) :690-703
[3]   Oncogenic pathway signatures in human cancers as a guide to targeted therapies [J].
Bild, AH ;
Yao, G ;
Chang, JT ;
Wang, QL ;
Potti, A ;
Chasse, D ;
Joshi, MB ;
Harpole, D ;
Lancaster, JM ;
Berchuck, A ;
Olson, JA ;
Marks, JR ;
Dressman, HK ;
West, M ;
Nevins, JR .
NATURE, 2006, 439 (7074) :353-357
[4]   Integrative Genomic and Proteomic Analyses Identify Targets for Lkb1-Deficient Metastatic Lung Tumors [J].
Carretero, Julian ;
Shimamura, Takeshi ;
Rikova, Klarisa ;
Jackson, Autumn L. ;
Wilkerson, Matthew D. ;
Borgman, Christa L. ;
Buttarazzi, Matthew S. ;
Sanofsky, Benjamin A. ;
McNamara, Kate L. ;
Brandstetter, Kathleyn A. ;
Walton, Zandra E. ;
Gu, Ting-Lei ;
Silva, Jeffrey C. ;
Crosby, Katherine ;
Shapiro, Geoffrey I. ;
Maira, Sauveur-Michel ;
Ji, Hongbin ;
Castrillon, Diego H. ;
Kim, Carla F. ;
Garcia-Echeverria, Carlos ;
Bardeesy, Nabeel ;
Sharpless, Norman E. ;
Hayes, Neil D. ;
Kim, William Y. ;
Engelman, Jeffrey A. ;
Wong, Kwok-Kin .
CANCER CELL, 2010, 17 (06) :547-559
[5]   Prognostic and Predictive Value of a Malignancy-Risk Gene Signature in Early-Stage Non-Small Cell Lung Cancer [J].
Chen, Dung-Tsa ;
Hsu, Ying-Lin ;
Fulp, William J. ;
Coppola, Domenico ;
Haura, Eric B. ;
Yeatman, Timothy J. ;
Cress, W. Douglas .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2011, 103 (24) :1859-1870
[6]   Proliferative genes dominate malignancy-risk gene signature in histologically-normal breast tissue [J].
Chen, Dung-Tsa ;
Nasir, Aejaz ;
Culhane, Aedin ;
Venkataramu, Chinnambally ;
Fulp, William ;
Rubio, Renee ;
Wang, Tao ;
Agrawal, Deepak ;
McCarthy, Susan M. ;
Gruidl, Mike ;
Bloom, Gregory ;
Anderson, Tove ;
White, Joe ;
Quackenbush, John ;
Yeatman, Timothy .
BREAST CANCER RESEARCH AND TREATMENT, 2010, 119 (02) :335-346
[7]  
Cox Adrienne D, 2010, Small GTPases, V1, P2
[8]   Somatic mutations affect key pathways in lung adenocarcinoma [J].
Ding, Li ;
Getz, Gad ;
Wheeler, David A. ;
Mardis, Elaine R. ;
McLellan, Michael D. ;
Cibulskis, Kristian ;
Sougnez, Carrie ;
Greulich, Heidi ;
Muzny, Donna M. ;
Morgan, Margaret B. ;
Fulton, Lucinda ;
Fulton, Robert S. ;
Zhang, Qunyuan ;
Wendl, Michael C. ;
Lawrence, Michael S. ;
Larson, David E. ;
Chen, Ken ;
Dooling, David J. ;
Sabo, Aniko ;
Hawes, Alicia C. ;
Shen, Hua ;
Jhangiani, Shalini N. ;
Lewis, Lora R. ;
Hall, Otis ;
Zhu, Yiming ;
Mathew, Tittu ;
Ren, Yanru ;
Yao, Jiqiang ;
Scherer, Steven E. ;
Clerc, Kerstin ;
Metcalf, Ginger A. ;
Ng, Brian ;
Milosavljevic, Aleksandar ;
Gonzalez-Garay, Manuel L. ;
Osborne, John R. ;
Meyer, Rick ;
Shi, Xiaoqi ;
Tang, Yuzhu ;
Koboldt, Daniel C. ;
Lin, Ling ;
Abbott, Rachel ;
Miner, Tracie L. ;
Pohl, Craig ;
Fewell, Ginger ;
Haipek, Carrie ;
Schmidt, Heather ;
Dunford-Shore, Brian H. ;
Kraja, Aldi ;
Crosby, Seth D. ;
Sawyer, Christopher S. .
NATURE, 2008, 455 (7216) :1069-1075
[9]   Interferons, immunity and cancer immunoediting [J].
Dunn, Gavin P. ;
Koebel, Catherine M. ;
Schreiber, Robert D. .
NATURE REVIEWS IMMUNOLOGY, 2006, 6 (11) :836-848
[10]   COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer [J].
Forbes, Simon A. ;
Bindal, Nidhi ;
Bamford, Sally ;
Cole, Charlotte ;
Kok, Chai Yin ;
Beare, David ;
Jia, Mingming ;
Shepherd, Rebecca ;
Leung, Kenric ;
Menzies, Andrew ;
Teague, Jon W. ;
Campbell, Peter J. ;
Stratton, Michael R. ;
Futreal, P. Andrew .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D945-D950