1. Multiplatform analysis of 12 cancer types reveals molecular classification within and across tissues of origin
- Author
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Hoadley, Katherine A., Yau, Christina, Wolf, Denise M., Cherniack, Andrew D., Tamborero, David, Sam, Ng, Leiserson, Max D. M., Niu, Beifang, Mclellan, Michael D., Uzunangelov, Vladislav, Zhang, Jiashan, Kandoth, Cyriac, Akbani, Rehan, Shen, Hui, Omberg, Larsson, Chu, Andy, Margolin, Adam A., Van'T Veer, Laura J., Lopez Bigas, Nuria, Laird, Peter W., Raphael, Benjamin J., Ding, Li, Robertson, A. Gordon, Byers, Lauren A., Mills, Gordon B., Weinstein, John N., Van Waes, Carter, Chen, Zhong, Collisson, Eric A., Benz, Christopher C, Perou, Charles M., Stuart, Joshua M., Rachel, Abbott, Scott, Abbott, Arman Aksoy, B., Kenneth, Aldape, Adrian, Ally, Samirku mar Amin, Dimitris, Anastassiou, Todd Auman, J., Baggerly, Keith A., Miruna, Balasundaram, Saianand, Balu, Baylin, Stephen B., Benz, Stephen C., Berman, Benjamin P., Brady, Bernard, Bhatt, Ami S., Inanc, Birol, Black, Aaron D., Tom, Bodenheimer, Bootwalla, Moiz S., Jay, Bowen, Ryan, Bressler, Bristow, Christopher A., Brooks, Angela N., Bradley, Broom, Elizabeth, Buda, Robert, Burton, Butterfield, Yaron S. N., Daniel, Carlin, Carter, Scott L., Casasent, Tod D., Kyle, Chang, Stephen, Chanock, Lynda, Chin, Dong Yeon Cho, Juok, Cho, Eric, Chuah, Chun, Hye Jung E., Kristian, Cibulskis, Giovanni, Ciriello, James Cle land, Melisssa, Cline, Brian, Craft, Creighton, Chad J., Ludmila, Danilova, Tanja, Davidsen, Caleb, Davis, Dees, Nathan D., Kim, Delehaunty, Demchok, John A., Noreen, Dhalla, Daniel, Dicara, Huyen, Dinh, Dobson, Jason R., Deepti, Dodda, Harshavardhan, Doddapaneni, Lawrence, Donehower, Dooling, David J., Gideon, Dresdner, Jennifer, Drummond, Andrea, Eakin, Mary, Edgerton, Eldred, Jim M., Greg, Eley, Kyle, Ellrott, Cheng, Fan, Suzanne, Fei, Ina, Felau, Scott, Frazer, Freeman, Samuel S., Jessica, Frick, Fronick, Catrina C., Ful ton, Lucinda L., Robert, Fulton, Gabriel, Stacey B., Jianjiong, Gao, Gastier Foster, Julie M., Nils, Gehlenborg, Myra, George, Gad, Getz, Richard, Gibbs, Mary, Goldman, Abel Gonzalez Perez, Benjamin, Gross, Ranabir, Guin, Preethi, Gunaratne, Angela, Hadjipanayis, Hamilton, Mark P., Hamilton, Stanley R., Leng, Han, Han, Yi, Harper, Hollie A., Psalm, Haseley, David, Haussler, Neil Hayes, D., Heiman, David I., Elena, Helman, Carmen, Helsel, Herbrich, Shelley M., Her man, James G., Toshinori, Hinoue, Carrie, Hirst, Martin, Hirst, Holt, Robert A., Hoyle, Alan P., Lisa, Iype, Anders, Jacobsen, Jeffreys, Stuart R., Jensen, Mark A., Jones, Corbin D., Jones, Steven J. M., Zhenlin, Ju, Joonil, Jung, Andre, Kahles, Ari, Kahn, Joelle Kalicki Veizer, Divya, Kalra, Krishna Latha Kanchi, Kane, David W., Hoon, Kim, Jaegil, Kim, Theo, Knijnenburg, Koboldt, Daniel C., Christie, Kovar, Roger, Kramer, Richard, Kreisberg, Raju, Kucherlapati, Marc, Ladanyi, Lander, Eric S., Larson, David E., Lawrence, Michael S., Darlene, Lee, Eunjung, Lee, Semin, Lee, William, Lee, Kjong Van Lehmann, Kalle, Leinonen, Ler aas, Kristen M., Seth, Lerner, Levine, Douglas A., Lora, Lewis, Ley, Timothy J., Haiyan I., Li, Jun, Li, Wei, Li, Han, Liang, Lichtenberg, Tara M., Jake, Lin, Ling, Lin, Pei, Lin, Wen bin Liu, Yingchun, Liu, Yuexin, Liu, Lorenzi, Philip L., Charles, Lu, Yiling, Lu, Luquette, Love lace J., Singer, Ma, Magrini, Vincent J., Mahadeshwar, Harshad S., Mardis, Elaine R., Adam, Margolin, Marra, Marco A., Michael, Mayo, Cynthia, Mcallister, Mcguire, Sean E., Mcmichael, Joshua F., James, Melott, Shaowu, Meng, Matthew, Meyerson, Mieczkowski, Piotr A., Miller, Christopher A., Miller, Martin L., Michael, Miller, Moore, Richard A., Margaret, Morgan, Donna, Morton, Mose, Lisle E., Mungall, Andrew J., Donna, Muzny, Lam, Nguyen, Noble, Michael S., Houtan, Noushmehr, Michelle, O’Laughlin, Ojesina, Akinyemi I., Tai Hsien Ou Yang, Brad, Ozenberger, Angeliki, Pantazi, Michael, Parfenov, Park, Peter J., Parker, Joel S., Evan, Paull, Chandra Sekhar Pedamallu, Todd, Pihl, Craig, Pohl, David, Pot, Alexei, Protopopov, Teresa, Przytycka, Amie Raden baugh, Ramirez, Nilsa C., Ricardo, Ramirez, Gunnar Ra, ̈ tsch, Jeffrey, Reid, Xiao jia Ren, Boris, Reva, Reynolds, Sheila M., Rhie, Suhn K., Jeffrey, Roach, Hector, Rovira, Michael, Ryan, Gordon, Saksena, Sofie, Salama, Chris, Sander, Netty, Santoso, Schein, Jacqueline E., Heather, Schmidt, Nikolaus, Schultz, Schumacher, Steven E., Jonathan, Seidman, Yasin, Senbabaoglu, Sahil, Seth, Saman tha Sharpe, Ronglai, Shen, Margi, Sheth, Yan, Shi, Ilya, Shmulevich, Silva, Grace O., Simons, Janae V., Rileen, Sinha, Payal, Sipahimalani, Smith, Scott M., Sofia, Heidi J., Artem, Sokolov, Soloway, Mathew G., Xingzhi, Song, Carrie Soug nez, Paul, Spellman, Louis, Staudt, Chip, Stewart, Petar, Stojanov, Xiaoping, Su, Onur Sumer, S., Yichao, Sun, Teresa, Swatloski, Barbara, Tabak, Angela, Tam, Donghui, Tan, Jiabin, Tang, Roy, Tarnuzzer, Taylor, Barry S., Nina, Thiessen, Ves teinn Thorsson, Timothy Triche, J. r., Van Den Berg, David J., Vandin, Fabio, Varhol, Richard J., Vaske, Charles J., Umadevi, Veluvolu, Roeland, Verhaak, Doug, Voet, Jason, Walker, Wallis, John W., Peter, Waltman, Yunhu, Wan, Min, Wang, Wenyi, Wang, Zhining, Wang, Scot, Waring, Nils, Weinhold, Weisenberger, Daniel J., Wendl, Michael C., David, Wheeler, Wilkerson, Matthew D., Wilson, Richard K., Lisa, Wise, Andrew, Wong, Chang Jiun Wu, Chia Chin Wu, Hsin Ta Wu, Junyuan, Wu, Todd, Wylie, Liu, Xi, Ruibin, Xi, Zheng, Xia, Andrew W., Xu, Yang, Da, Liming, Yang, Lixing, Yang, Yang, Yang, Jun, Yao, Rong, Yao, Kai, Ye, Ko suke Yoshihara, Yuan, Yuan, Yung, Alfred K., Travis, Zack, Dong, Zeng, Jean Claude Zenklusen, Hailei, Zhang, Jianhua, Zhang, Nianxiang, Zhang, Qunyuan, Zhang, Wei, Zhang, Wei, Zhao, Siyuan, Zheng, Jing, Zhu, Erik, Zmuda, and Lihua, Zou
- Subjects
Genetics and Molecular Biology (all) ,Cluster Analysis ,Humans ,Neoplasms ,Transcriptome ,Biochemistry, Genetics and Molecular Biology (all) ,Extramural ,Biochemistry, Genetics and Molecular Biology(all) ,Cancer ,Computational biology ,Disease ,Biology ,medicine.disease ,Bioinformatics ,Biochemistry ,General Biochemistry, Genetics and Molecular Biology ,Article ,3. Good health ,Molecular classification ,TP63 ,CLUSTERS (ANÁLISE) ,medicine ,Head and neck ,Gene - Abstract
Summary Recent genomic analyses of pathologically defined tumor types identify "within-a-tissue" disease subtypes. However, the extent to which genomic signatures are shared across tissues is still unclear. We performed an integrative analysis using five genome-wide platforms and one proteomic platform on 3,527 specimens from 12 cancer types, revealing a unified classification into 11 major subtypes. Five subtypes were nearly identical to their tissue-of-origin counterparts, but several distinct cancer types were found to converge into common subtypes. Lung squamous, head and neck, and a subset of bladder cancers coalesced into one subtype typified by TP53 alterations, TP63 amplifications, and high expression of immune and proliferation pathway genes. Of note, bladder cancers split into three pan-cancer subtypes. The multiplatform classification, while correlated with tissue-of-origin, provides independent information for predicting clinical outcomes. All data sets are available for data-mining from a unified resource to support further biological discoveries and insights into novel therapeutic strategies.
- Published
- 2014