Comprehensive Molecular Characterization of Muscle-Invasive Bladder Cancer

被引:439
作者
Robertson, A. Gordon [1 ]
Kim, Jaegil [2 ]
Al-Ahmadie, Hikmat [3 ]
Bellmunt, Joaquim [4 ,5 ]
Guo, Guangwu [5 ,6 ]
Cherniack, Andrew D. [2 ]
Hinoue, Toshinori [7 ]
Laird, Peter W. [7 ]
Hoadley, Katherine A. [8 ]
Akbani, Rehan [9 ]
Castro, Mauro A. A. [10 ]
Gibb, Ewan A. [1 ]
Kanchi, Rupa S. [9 ]
Gordenin, Dmitry A. [11 ]
Shukla, Sachet A. [5 ,6 ]
Sanchez-Vega, Francisco [12 ]
Hansel, Donna E. [13 ]
Czerniak, Bogdan A. [14 ]
Reuter, Victor E. [3 ]
Su, Xiaoping [9 ]
Carvalho, Benilton de Sa [15 ]
Chagas, Vinicius S. [10 ]
Mungall, Karen L. [1 ]
Sadeghi, Sara [1 ]
Pedamallu, Chandra Sekhar [2 ]
Lu, Yiling [16 ]
Klimczak, Leszek J. [17 ]
Zhang, Jiexin [9 ]
Choo, Caleb [1 ]
Ojesina, Akinyemi I. [18 ]
Bullman, Susan [2 ]
Leraas, Kristen M. [19 ]
Lichtenberg, Tara M. [19 ]
Wu, Catherine J. [20 ]
Schultz, Nicholaus [12 ]
Getz, Gad [2 ]
Meyerson, Matthew [5 ,21 ]
Mills, Gordon B. [16 ]
McConkey, David J. [22 ]
Weinstein, John N. [9 ,16 ]
Kwiatkowski, David J. [23 ]
Lerner, Seth P. [24 ]
机构
[1] BC Canc Agcy, Canadas Michael Smith Genome Sci Ctr, Vancouver, BC V5Z 4S6, Canada
[2] Broad Inst MIT & Harvard, Canc Program, Cambridge, MA 02142 USA
[3] Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
[4] Dana Farber Canc Inst, Bladder Canc Ctr, Dept Med, PSMAR IMIM Lab, Boston, MA 02215 USA
[5] Harvard Univ, Boston, MA 02115 USA
[6] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[7] Van Andel Res Inst, Ctr Epigenet, Grand Rapids, MI 49503 USA
[8] Univ N Carolina, Lineberger Comprehens Canc Ctr, Dept Genet, Chapel Hill, NC 27514 USA
[9] Univ Texas Houston, MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[10] Univ Fed Parana, Polytech Ctr, Bioinformat & Syst Biol Lab, BR-80060000 Curitiba, Parana, Brazil
[11] NIEHS, NIH, Genome Integr & Struct Biol Lab, POB 12233, Res Triangle Pk, NC 27709 USA
[12] Mem Sloan Kettering Canc Ctr, Ctr Mol Oncol, New York, NY 10065 USA
[13] Univ Calif San Diego, Sch Med, Dept Pathol, La Jolla, CA 92093 USA
[14] Univ Texas Houston, MD Anderson Canc Ctr, Dept Pathol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[15] Univ Estadual Campinas, Dept Stat, Biostat & Computat Biol Lab, BR-13083859 Sao Paulo, Brazil
[16] Univ Texas Houston, MD Anderson Canc Ctr, Dept Syst Biol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[17] NIEHS, NIH, Integrat Bioinformat Support Grp, POB 12233, Res Triangle Pk, NC 27709 USA
[18] Univ Alabama Birmingham, Dept Epidemiol, Birmingham, AL 35294 USA
[19] Res Inst Nationwide Childrens Hosp, Biospecimen Core Resource, Columbus, OH 43205 USA
[20] Harvard Med Sch, Brigham & Womens Hosp, Dana Farber Canc Inst, Dept Med Oncol, 75 Francis St, Boston, MA 02115 USA
[21] Dana Farber Canc Inst, Pathol & Med Oncol, Boston, MA 02115 USA
[22] Johns Hopkins Univ, Greenberg Bladder Canc Inst, Baltimore, MD 21218 USA
[23] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA 02115 USA
[24] Baylor Coll Med, Dan L Duncan Canc Ctr, Scott Dept Urol, Houston, TX 77030 USA
关键词
SOMATIC ERCC2 MUTATIONS; PHASE PROTEIN ARRAY; UROTHELIAL CARCINOMA; GENETIC ALTERATIONS; LUMINAL SUBTYPES; EXPRESSION; RECEPTOR; ACCURATE; BASAL; QUANTIFICATION;
D O I
10.1016/j.cell.2017.09.007
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
We report a comprehensive analysis of 412 muscleinvasive bladder cancers characterized by multiple TCGA analytical platforms. Fifty-eight genes were significantly mutated, and the overall mutational load was associated with APOBEC-signature mutagenesis. Clustering by mutation signature identified a high-mutation subset with 75% 5-year survival. mRNA expression clustering refined prior clustering analyses and identified a poor-survival "neuronal'' subtype in which the majority of tumors lacked small cell or neuroendocrine histology. Clustering by mRNA, long non-coding RNA ( lncRNA), and miRNA expression converged to identify subsets with differential epithelial-mesenchymal transition status, carcinoma in situ scores, histologic features, and survival. Our analyses identified 5 expression subtypes that may stratify response to different treatments.
引用
收藏
页码:540 / +
页数:42
相关论文
共 114 条
[21]   Identification of Distinct Basal and Luminal Subtypes of Muscle-Invasive Bladder Cancer with Different Sensitivities to Frontline Chemotherapy [J].
Choi, Woonyoung ;
Porten, Sima ;
Kim, Seungchan ;
Willis, Daniel ;
Plimack, Elizabeth R. ;
Hoffman-Censits, Jean ;
Roth, Beat ;
Cheng, Tiewei ;
Mai Tran ;
Lee, I-Ling ;
Melquist, Jonathan ;
Bondaruk, Jolanta ;
Majewski, Tadeusz ;
Zhang, Shizhen ;
Pretzsch, Shanna ;
Baggerly, Keith ;
Siefker-Radtke, Arlene ;
Czerniak, Bogdan ;
Dinney, Colin P. N. ;
McConkey, David J. .
CANCER CELL, 2014, 25 (02) :152-165
[22]   Large-scale profiling of microRNAs for The Cancer Genome Atlas [J].
Chu, Andy ;
Robertson, Gordon ;
Brooks, Denise ;
Mungall, Andrew J. ;
Birol, Inanc ;
Coope, Robin ;
Ma, Yussanne ;
Jones, Steven ;
Marra, Marco A. .
NUCLEIC ACIDS RESEARCH, 2016, 44 (01) :e3
[23]   BioBloom tools: fast, accurate and memory-efficient host species sequence screening using bloom filters [J].
Chu, Justin ;
Sadeghi, Sara ;
Raymond, Anthony ;
Jackman, Shaun D. ;
Nip, Ka Ming ;
Mar, Richard ;
Mohamadi, Hamid ;
Butterfield, Yaron S. ;
Robertson, A. Gordon ;
Birol, Inanc .
BIOINFORMATICS, 2014, 30 (23) :3402-3404
[24]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[25]   Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study [J].
Cuzick, Jack ;
Swanson, Gregory P. ;
Fisher, Gabrielle ;
Brothman, Arthur R. ;
Berney, Daniel M. ;
Reid, Julia E. ;
Mesher, David ;
Speights, V. O. ;
Stankiewicz, Elzbieta ;
Foster, Christopher S. ;
Moller, Henrik ;
Scardino, Peter ;
Warren, Jorja D. ;
Park, Jimmy ;
Younus, Adib ;
Flake, Dart D., II ;
Wagner, Susanne ;
Gutin, Alexander ;
Lanchbury, Jerry S. ;
Stone, Steven .
LANCET ONCOLOGY, 2011, 12 (03) :245-255
[26]   Meta-Analysis of the Luminal and Basal Subtypes of Bladder Cancer and the Identification of Signature Immunohistochemical Markers for Clinical Use [J].
Dadhania, Vipulkumar ;
Zhang, Miao ;
Zhang, Li ;
Bondaruk, Jolanta ;
Majewski, Tadeusz ;
Siefker-Radtke, Arlene ;
Guo, Charles C. ;
Dinney, Colin ;
Cogdell, David E. ;
Zhang, Shizhen ;
Lee, Sangkyou ;
Lee, June G. ;
Weinstein, John N. ;
Baggerly, Keith ;
McConkey, David ;
Czerniak, Bogdan .
EBIOMEDICINE, 2016, 12 :105-117
[27]   Intrinsic subtypes of high-grade bladder cancer reflect the hallmarks of breast cancer biology [J].
Damrauer, Jeffrey S. ;
Hoadley, Katherine A. ;
Chism, David D. ;
Fan, Cheng ;
Tiganelli, Christopher J. ;
Wobker, Sara E. ;
Yeh, Jen Jen ;
Milowsky, Matthew I. ;
Iyer, Gopa ;
Parker, Joel S. ;
Kim, William Y. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (08) :3110-3115
[28]   When urothelial differentiation pathways go wrong: Implications for bladder cancer development and progression [J].
DeGraff, David J. ;
Cates, Justin M. ;
Mauney, Joshua R. ;
Clark, Peter E. ;
Matusik, Robert J. ;
Adam, Rosalyn M. .
UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 2013, 31 (06) :802-811
[29]   STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21
[30]   Gene expression in the urinary bladder:: A common carcinoma in situ gene expression signature exists disregarding histopathological classification [J].
Dyrskjot, L ;
Kruhoffer, M ;
Thykjaer, T ;
Marcussen, N ;
Jensen, JL ;
Moller, K ;
Orntoft, TF .
CANCER RESEARCH, 2004, 64 (11) :4040-4048