Emerging landscape of oncogenic signatures across human cancers
Giovanni Ciriello,Martin L. Miller,Bulent Arman Aksoy,Yasin Senbabaoglu,Nikolaus Schultz,Chris Sander +5 more
Reads0
Chats0
TLDR
This work distilled thousands of genetic and epigenetic features altered in cancers to ∼500 selected functional events (SFEs) and derived a hierarchical classification of 3,299 TCGA tumors from 12 cancer types, indicating the presence of different oncogenic processes.Abstract:
Cancer therapy is challenged by the diversity of molecular implementations of oncogenic processes and by the resulting variation in therapeutic responses. Projects such as The Cancer Genome Atlas (TCGA) provide molecular tumor maps in unprecedented detail. The interpretation of these maps remains a major challenge. Here we distilled thousands of genetic and epigenetic features altered in cancers to ~500 selected functional events (SFEs). Using this simplified description, we derived a hierarchical classification of 3,299 TCGA tumors from 12 cancer types. The top classes are dominated by either mutations (M class) or copy number changes (C class). This distinction is clearest at the extremes of genomic instability, indicating the presence of different oncogenic processes. The full hierarchy shows functional event patterns characteristic of multiple cross-tissue groups of tumors, termed oncogenic signature classes. Targetable functional events in a tumor class are suggestive of class-specific combination therapy. These results may assist in the definition of clinical trials to match actionable oncogenic signatures with personalized therapies.read more
Citations
More filters
Journal ArticleDOI
Comprehensive genomic characterization of head and neck squamous cell carcinomas
Michael S. Lawrence,Carrie Sougnez,Lee Lichtenstein,Kristian Cibulskis,Eric S. Lander,Stacey Gabriel,Gad Getz,Adrian Ally,Miruna Balasundaram,Inanc Birol,Reanne Bowlby,Denise Brooks,Yaron S.N. Butterfield,Rebecca Carlsen,Dean Cheng,Andy Chu,Noreen Dhalla,Ranabir Guin,Robert A. Holt,Steven J.M. Jones,Darlene Lee,Haiyan I. Li,Marco A. Marra,Michael Mayo,Richard A. Moore,Andrew J. Mungall,A. Gordon Robertson,Jacqueline E. Schein,Payal Sipahimalani,Angela Tam,Nina Thiessen,Tina Wong,Alexei Protopopov,Netty Santoso,Semin Lee,Michael Parfenov,Jianhua Zhang,Harshad S. Mahadeshwar,Jiabin Tang,Xiaojia Ren,Sahil Seth,Psalm Haseley,Dong Zeng,Lixing Yang,Andrew Wei Xu,Xingzhi Song,Angeliki Pantazi,Christopher A. Bristow,Angela Hadjipanayis,Jonathan G. Seidman,Lynda Chin,Peter J. Park,Raju Kucherlapati,Rehan Akbani,Tod D. Casasent,Wenbin Liu,Yiling Lu,Gordon B. Mills,Thomas C. Motter,John N. Weinstein,Lixia Diao,Jing Wang,You Hong Fan,Jinze Liu,Kai Wang,J. Todd Auman,Saianand Balu,Thomas Bodenheimer,Elizabeth Buda,D. Neil Hayes,Katherine A. Hoadley,Alan P. Hoyle,Stuart R. Jefferys,Corbin D. Jones,Patrick K. Kimes,Yufeng Liu,James Stephen Marron,Shaowu Meng,Piotr A. Mieczkowski,Lisle E. Mose,Joel S. Parker,Charles M. Perou,Jan F. Prins,Jeffrey Roach,Yan Shi,Janae V. Simons,Darshan Singh,Matthew G. Soloway,Donghui Tan,Umadevi Veluvolu,Vonn Walter,Scot Waring,Matthew D. Wilkerson,Junyuan Wu,Ni Zhao,Andrew D. Cherniack,Peter S. Hammerman,Aaron D. Tward,Chandra Sekhar Pedamallu,Gordon Saksena,Joonil Jung,Akinyemi I. Ojesina,Scott L. Carter,Travis I. Zack,Steven E. Schumacher,Rameen Beroukhim,Samuel S. Freeman,Matthew Meyerson,Juok Cho,Michael S. Noble,Daniel DiCara,Hailei Zhang,David I. Heiman,Nils Gehlenborg,Doug Voet,Pei Lin,Scott Frazer,Petar Stojanov,Yingchun Liu,Lihua Zou,Jaegil Kim,Donna M. Muzny,Harshavardhan Doddapaneni,Christie Kovar,Jeffrey S. Reid,Donna Morton,Yi Han,Walker Hale,Hsu Chao,Kyle Chang,Jennifer Drummond,Richard A. Gibbs,Nipun Kakkar,David A. Wheeler,Liu Xi,Giovanni Ciriello,Marc Ladanyi,William Lee,Ricardo Ramirez,Chris Sander,Ronglai Shen,Rileen Sinha,Nils Weinhold,Barry S. Taylor,B. Arman Aksoy,Gideon Dresdner,Jianjiong Gao,Benjamin Gross,Anders Jacobsen,Boris Reva,Nikolaus Schultz,S. Onur Sumer,Yichao Sun,Timothy A. Chan,Luc G. T. Morris,Joshua M. Stuart,Stephen C. Benz,Sam Ng,Christopher C. Benz,Christina Yau,Stephen B. Baylin,Leslie Cope,Ludmila Danilova,James G. Herman,Moiz S. Bootwalla,Dennis T. Maglinte,Peter W. Laird,Timothy J. Triche,Daniel J. Weisenberger,David Van Den Berg,Nishant Agrawal,Justin A. Bishop,Paul C. Boutros,Jeff Bruce,Lauren Averett Byers,Joseph A. Califano,Thomas E. Carey,Zhong Chen,Hui Cheng,Simion I. Chiosea,Ezra E.W. Cohen,Brenda Diergaarde,Ann Marie Egloff,Adel K. El-Naggar,Robert L. Ferris,Mitchell J. Frederick,Jennifer R. Grandis,Yan Guo,Robert I. Haddad,Thomas M. Harris,Angela B.Y. Hui,J. Jack Lee,Scott M. Lippman,Fei-Fei Liu,Jonathan B. McHugh,Jeffrey N. Myers,Patrick Kwok Shing Ng,Bayardo Perez-Ordonez,Curtis R. Pickering,Michael B. Prystowsky,Marjorie Romkes,Anthony Saleh,Maureen A. Sartor,Raja R. Seethala,Tanguy Y. Seiwert,Han Si,Carter Van Waes,Daryl Waggott,Maciej Wiznerowicz,Wendell G. Yarbrough,Jiexin Zhang,Zhixiang Zuo,Ken Burnett,Daniel Crain,Johanna Gardner,Kevin Lau,David Mallery,Scott Morris,Joseph Paulauskis,Robert Penny,Candace Shelton,Troy Shelton,Mark E. Sherman,Peggy Yena,Aaron D. Black,Jay Bowen,Jessica Frick,Julie M. Gastier-Foster,Hollie A. Harper,Kristen M. Leraas,Tara M. Lichtenberg,Nilsa C. Ramirez,Lisa Wise,Erik Zmuda,Julien Baboud,Mark A. Jensen,Ari B. Kahn,Todd Pihl,David Pot,Deepak Srinivasan,Jessica Walton,Yunhu Wan,Robert A. Burton,Tanja Davidsen,John A. Demchok,Greg Eley,Martin L. Ferguson,Kenna R. Mills Shaw,Bradley A. Ozenberger,Margi Sheth,Heidi J. Sofia,Roy Tarnuzzer,Zhining Wang,Liming Yang,Jean C. Zenklusen,Charles Saller,Katherine Tarvin,Chu Chen,Roni J. Bollag,Paul M. Weinberger,Wojciech Golusiński,Paweł Golusiński,Matthew Ibbs,Konstanty Korski,Andrzej Mackiewicz,Wiktoria Maria Suchorska,Bartosz Szybiak,Erin Curley,Christina Beard,Colleen Mitchell,George E. Sandusky,Julie Ahn,Zubair Khan,Jonathan C. Irish,John Waldron,William N. William,Sophie C. Egea,Carmen Gomez-Fernandez,Lynn M. Herbert,Carol R. Bradford,Douglas B. Chepeha,Andrea Haddad,Tamara R. Jones,Christine M. Komarck,Mayya Malakh,Jeffrey S. Moyer,Ariane Nguyen,Lisa A. Peterson,Mark E. Prince,Laura S. Rozek,Evan G. Taylor,Heather M. Walline,Gregory T. Wolf,Lori Boice,Bhishamjit S. Chera,William K. Funkhouser,Margaret L. Gulley,Trevor Hackman,Michele C. Hayward,Mei Huang,W. Kimryn Rathmell,Ashley H. Salazar,William W. Shockley,Carol G. Shores,Leigh B. Thorne,Mark C. Weissler,Sylvia Wrenn,Adam M. Zanation,Brandee T. Brown,Michelle Q. Pham +309 more
TL;DR: It is shown that human-papillomavirus-associated tumours are dominated by helical domain mutations of the oncogene PIK3CA, novel alterations involving loss of TRAF3, and amplification of the cell cycle gene E2F1.
Journal Article
Patterns of Somatic Mutation in Human Cancer Genomes
TL;DR: In this paper, the coding exons of the family of 518 protein kinases were sequenced in 210 cancers of diverse histological types to explore the nature of the information that will be derived from cancer genome sequencing.
Journal ArticleDOI
The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge.
TL;DR: The current status of TCGA Research Network structure, purpose, and achievements are discussed, to provide publicly available datasets to help improve diagnostic methods, treatment standards, and finally to prevent cancer.
Journal ArticleDOI
Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas.
Daniel J. Brat,Roel G.W. Verhaak,Kenneth Aldape,W. K. Alfred Yung,Sofie R. Salama,Lee Cooper,Esther Rheinbay,C. Ryan Miller,Mark Vitucci,Olena Morozova,A. Gordon Robertson,Houtan Noushmehr,Peter W. Laird,Andrew D. Cherniack,Rehan Akbani,Jason T. Huse,Giovanni Ciriello,Laila M. Poisson,Jill S. Barnholtz-Sloan,Mitchel S. Berger,Cameron Brennan,Rivka R. Colen,Howard Colman,Adam E. Flanders,Caterina Giannini,Mia Grifford,Antonio Iavarone,Rajan Jain,Isaac Joseph,Jaegil Kim,Katayoon Kasaian,Tom Mikkelsen,Bradley A. Murray,Brian P. O'Neill,Lior Pachter,Donald W. Parsons,Carrie Sougnez,Erik P. Sulman,Scott R. VandenBerg,Erwin G. Van Meir,Andreas von Deimling,Hailei Zhang,Daniel Crain,Kevin Lau,David Mallery,Scott Morris,Joseph Paulauskis,Robert Penny,Troy Shelton,Mark E. Sherman,Peggy Yena,Aaron D. Black,Jay Bowen,Katie Dicostanzo,Julie M. Gastier-Foster,Kristen M. Leraas,Tara M. Lichtenberg,Christopher R. Pierson,Nilsa C. Ramirez,Cynthia Taylor,Stephanie Weaver,Lisa Wise,Erik Zmuda,Tanja M. Davidsen,John A. Demchok,Greg Eley,Martin L. Ferguson,Carolyn M. Hutter,Kenna R. Mills Shaw,Bradley A. Ozenberger,Margi Sheth,Heidi J. Sofia,Roy Tarnuzzer,Zhining Wang,Liming Yang,Jean C. Zenklusen,Brenda Ayala,Julien Baboud,Sudha Chudamani,Mark A. Jensen,Jia Liu,Todd Pihl,Rohini Raman,Yunhu Wan,Ye Wu,Adrian Ally,J. Todd Auman,Miruna Balasundaram,Saianand Balu,Stephen B. Baylin,Rameen Beroukhim,Moiz S. Bootwalla,Reanne Bowlby,Christopher A. Bristow,Denise Brooks,Yaron S.N. Butterfield,Rebecca Carlsen,Scott L. Carter,Lynda Chin,Andy Chu,Eric Chuah,Kristian Cibulskis,Amanda Clarke,Simon G. Coetzee,Noreen Dhalla,Timothy R. Fennell,Sheila A. Fisher,Stacey Gabriel,Gad Getz,Richard A. Gibbs,Ranabir Guin,Angela Hadjipanayis,D. Neil Hayes,Toshinori Hinoue,Katherine A. Hoadley,Robert A. Holt,Alan P. Hoyle,Stuart R. Jefferys,Steven J.M. Jones,Corbin D. Jones,Raju Kucherlapati,Phillip H. Lai,Eric S. Lander,Semin Lee,Lee Lichtenstein,Yussanne Ma,Dennis T. Maglinte,Harshad S. Mahadeshwar,Marco A. Marra,Michael Mayo,Shaowu Meng,Matthew Meyerson,Piotr A. Mieczkowski,Richard A. Moore,Lisle E. Mose,Andrew J. Mungall,Angeliki Pantazi,Michael Parfenov,Peter J. Park,Joel S. Parker,Charles M. Perou,Alexei Protopopov,Xiaojia Ren,Jeffrey Roach,Thais S. Sabedot,Jacqueline E. Schein,Steven E. Schumacher,Jonathan G. Seidman,Sahil Seth,Hui Shen,Janae V. Simons,Payal Sipahimalani,Matthew G. Soloway,Xingzhi Song,Huandong Sun,Barbara Tabak,Angela Tam,Donghui Tan,Jiabin Tang,Nina Thiessen,Timothy J. Triche,David Van Den Berg,Umadevi Veluvolu,Scot Waring,Daniel J. Weisenberger,Matthew D. Wilkerson,Tina Wong,Junyuan Wu,Liu Xi,Andrew Wei Xu,Lixing Yang,Travis I. Zack,Jianhua Zhang,B. Arman Aksoy,Harindra Arachchi,Chris Benz,Brady Bernard,Daniel E. Carlin,Juok Cho,Daniel DiCara,Scott Frazer,Gregory N. Fuller,Jianjiong Gao,Nils Gehlenborg,David Haussler,David I. Heiman,Lisa Iype,Anders Jacobsen,Zhenlin Ju,Sol Katzman,Hoon Kim,Theo A. Knijnenburg,Richard Kreisberg,Michael S. Lawrence,William M. Lee,Kalle Leinonen,Pei Lin,Shiyun Ling,Wen-Bin Liu,Yingchun Liu,Yuexin Liu,Yiling Lu,Gordon B. Mills,Sam Ng,Michael S. Noble,Evan O. Paull,Arvind Rao,Sheila Reynolds,Gordon Saksena,Zack Sanborn,Chris Sander,Nikolaus Schultz,Yasin Senbabaoglu,Ronglai Shen,Ilya Shmulevich,Rileen Sinha,Josh Stuart,S. Onur Sumer,Yichao Sun,Natalie Tasman,Barry S. Taylor,Doug Voet,Nils Weinhold,John N. Weinstein,Da Yang,Kosuke Yoshihara,Siyuan Zheng,Wei Zhang,Lihua Zou,Ty Abel,Sara Sadeghi,Mark L. Cohen,Jenny Eschbacher,Eyas M. Hattab,Aditya Raghunathan,Matthew Schniederjan,Dina Aziz,Gene Barnett,Wendi Barrett,Darell D. Bigner,Lori Boice,Cathy Brewer,Chiara Calatozzolo,Benito Campos,Carlos Gilberto Carlotti,Timothy A. Chan,Lucia Cuppini,Erin Curley,Stefania Cuzzubbo,Karen Devine,Francesco DiMeco,Rebecca Duell,J. Bradley Elder,Ashley Fehrenbach,Gaetano Finocchiaro,William A. Friedman,Jordonna Fulop,Johanna Gardner,Beth Hermes,Christel Herold-Mende,Christine Jungk,Ady Kendler,Norman L. Lehman,Eric S. Lipp,Ouida Liu,Randy Mandt,Mary McGraw,Roger E. McLendon,Christopher M. McPherson,Luciano Neder,Phuong L. Nguyen,Ardene Noss,Raffaele Nunziata,Quinn T. Ostrom,Cheryl A. Palmer,Alessandro Perin,Bianca Pollo,Alexander Potapov,Olga Potapova,W. Kimryn Rathmell,D L Rotin,Lisa Scarpace,Cathy Schilero,Kelly Senecal,Kristen Shimmel,Vsevolod Shurkhay,Suzanne Sifri,Rosy Singh,Andrew E. Sloan,Kathy Smolenski,Susan M. Staugaitis,Ruth Steele,Leigh B. Thorne,Daniela Pretti da Cunha Tirapelli,Andreas Unterberg,Mahitha Vallurupalli,Yun Wang,Ronald E. Warnick,Felicia Williams,Yingli Wolinsky,Sue E. Bell,Mara Rosenberg,Chip Stewart,Franklin W. Huang,Jonna Grimsby,Amie Radenbaugh,Jianan Zhang +306 more
TL;DR: The integration of genomewide data from multiple platforms delineated three molecular classes of lower-grade gliomas that were more concordant with IDH, 1p/19q, and TP53 status than with histologic class.
Journal ArticleDOI
Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients
Ahmet Zehir,Ryma Benayed,Ronak Shah,Aijazuddin Syed,Sumit Middha,Hyunjae R. Kim,Preethi Srinivasan,Jianjiong Gao,Debyani Chakravarty,Sean M. Devlin,Matthew D. Hellmann,David Barron,Alison M. Schram,Meera Hameed,Snjezana Dogan,Dara S. Ross,Jaclyn F. Hechtman,Deborah DeLair,Jinjuan Yao,Diana Mandelker,Donavan T. Cheng,Raghu Chandramohan,Abhinita Mohanty,Ryan Ptashkin,Gowtham Jayakumaran,Meera Prasad,Mustafa H Syed,Anoop Balakrishnan Rema,Zhen Y Liu,Khedoudja Nafa,Laetitia Borsu,Justyna Sadowska,Jacklyn Casanova,Ruben Bacares,Iwona Kiecka,Anna Razumova,Julie B Son,Lisa Stewart,Tessara Baldi,Kerry Mullaney,Hikmat Al-Ahmadie,Efsevia Vakiani,Adam Abeshouse,Alexander V Penson,Philip Jonsson,Niedzica Camacho,Matthew T. Chang,Helen Won,Benjamin Gross,Ritika Kundra,Zachary J. Heins,Hsiao-Wei Chen,Sarah Phillips,Hongxin Zhang,Jiaojiao Wang,Angelica Ochoa,Jonathan Wills,Michael H. Eubank,Stacy B. Thomas,Stuart Gardos,Dalicia N. Reales,Jesse Galle,Robert Durany,Roy Cambria,Wassim Abida,Andrea Cercek,Darren R. Feldman,Mrinal M. Gounder,A. Ari Hakimi,James J. Harding,Gopa Iyer,Yelena Y. Janjigian,Emmet Jordan,Ciara Marie Kelly,Maeve A. Lowery,Luc G. T. Morris,Antonio Omuro,Nitya Raj,Pedram Razavi,Alexander N. Shoushtari,Neerav Shukla,Tara Soumerai,Anna M. Varghese,Rona Yaeger,Jonathan A. Coleman,Bernard H. Bochner,Gregory J. Riely,Leonard B. Saltz,Howard I. Scher,Paul Sabbatini,Mark E. Robson,David S. Klimstra,Barry S. Taylor,José Baselga,Nikolaus Schultz,David M. Hyman,Maria E. Arcila,David B. Solit,Marc Ladanyi,Michael F. Berger +99 more
TL;DR: A large-scale, prospective clinical sequencing initiative using a comprehensive assay, MSK-IMPACT, through which tumor and matched normal sequence data from a unique cohort of more than 10,000 patients with advanced cancer are compiled and identified clinically relevant somatic mutations, novel noncoding alterations, and mutational signatures that were shared by common and rare tumor types.
References
More filters
Journal ArticleDOI
The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data
Ethan Cerami,Jianjiong Gao,Ugur Dogrusoz,Benjamin Gross,Selcuk Onur Sumer,Bulent Arman Aksoy,Anders Jacobsen,Caitlin Byrne,Michael Heuer,Erik G. Larsson,Yevgeniy Antipin,Boris Reva,Arthur P. Goldberg,Chris Sander,Nikolaus Schultz +14 more
TL;DR: The cBio Cancer Genomics Portal significantly lowers the barriers between complex genomic data and cancer researchers who want rapid, intuitive, and high-quality access to molecular profiles and clinical attributes from large-scale cancer genomics projects and empowers researchers to translate these rich data sets into biologic insights and clinical applications.
Journal ArticleDOI
Modularity and community structure in networks
TL;DR: In this article, the modularity of a network is expressed in terms of the eigenvectors of a characteristic matrix for the network, which is then used for community detection.
Journal ArticleDOI
Comprehensive molecular portraits of human breast tumours
Daniel C. Koboldt,Robert S. Fulton,Michael D. McLellan,Heather Schmidt,Joelle Kalicki-Veizer,Joshua F. McMichael,Lucinda Fulton,David J. Dooling,Li Ding,Elaine R. Mardis,Richard K. Wilson,Adrian Ally,Miruna Balasundaram,Yaron S.N. Butterfield,Rebecca Carlsen,Candace Carter,Andy Chu,Eric Chuah,Hye Jung E. Chun,Robin J.N. Coope,Noreen Dhalla,Ranabir Guin,Carrie Hirst,Martin Hirst,Robert A. Holt,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Andrew J. Mungall,Erin Pleasance,A. Gordon Robertson,Jacqueline E. Schein,Arash Shafiei,Payal Sipahimalani,Jared R. Slobodan,Dominik Stoll,Angela Tam,Nina Thiessen,Richard Varhol,Natasja Wye,Thomas Zeng,Yongjun Zhao,Inanc Birol,Steven J.M. Jones,Marco A. Marra,Andrew D. Cherniack,Gordon Saksena,Gordon Saksena,Robert C. Onofrio,Nam H. Pho,Scott L. Carter,Steven E. Schumacher,Steven E. Schumacher,Barbara Tabak,Barbara Tabak,Bryan Hernandez,Jeff Gentry,Huy Nguyen,Andrew Crenshaw,Kristin G. Ardlie,Rameen Beroukhim,Rameen Beroukhim,Wendy Winckler,Gad Getz,Gad Getz,Stacey Gabriel,Matthew Meyerson,Matthew Meyerson,Lynda Chin,Lynda Chin,Raju Kucherlapati,Katherine A. Hoadley,J. Todd Auman,Cheng Fan,Yidi J. Turman,Yan Shi,Ling Li,Michael D. Topal,Xiaping He,Hann Hsiang Chao,Aleix Prat,Grace O. Silva,Michael D. Iglesia,Wei Zhao,Jerry Usary,Jonathan S. Berg,Michael C. Adams,Jessica K. Booker,Junyuan Wu,Anisha Gulabani,Tom Bodenheimer,Alan P. Hoyle,Janae V. Simons,Matthew G. Soloway,Lisle E. Mose,Stuart R. Jefferys,Saianand Balu,Joel S. Parker,D. Neil Hayes,Charles M. Perou,Simeen Malik,Swapna Mahurkar,Hui Shen,Daniel J. Weisenberger,Timothy J. Triche,Phillip H. Lai,Moiz S. Bootwalla,Dennis T. Maglinte,Benjamin P. Berman,David Van Den Berg,Stephen B. Baylin,Peter W. Laird,Chad J. Creighton,Lawrence A. Donehower,Michael S. Noble,Doug Voet,Nils Gehlenborg,Daniel Di Cara,Juinhua Zhang,Hailei Zhang,Chang-Jiun Wu,Spring Yingchun Liu,Michael S. Lawrence,Lihua Zou,Andrey Sivachenko,Pei Lin,Petar Stojanov,Rui Jing,Juok Cho,Raktim Sinha,Richard W. Park,Marc Danie Nazaire,James A. Robinson,Helga Thorvaldsdottir,Jill P. Mesirov,Peter J. Park,Sheila Reynolds,Richard Kreisberg,Brady Bernard,Ryan Bressler,Timo Erkkilä,Jake Lin,Vesteinn Thorsson,Wei Zhang,Ilya Shmulevich,Giovanni Ciriello,Nils Weinhold,Nikolaus Schultz,Jianjiong Gao,Ethan Cerami,Benjamin Gross,Anders Jacobsen,Rileen Sinha,B. Arman Aksoy,Yevgeniy Antipin,Boris Reva,Ronglai Shen,Barry S. Taylor,Marc Ladanyi,Chris Sander,Pavana Anur,Paul T. Spellman,Yiling Lu,Wenbin Liu,Roel R.G. Verhaak,Gordon B. Mills,Gordon B. Mills,Rehan Akbani,Nianxiang Zhang,Bradley M. Broom,Tod D. Casasent,Chris Wakefield,Anna K. Unruh,Keith A. Baggerly,Kevin R. Coombes,John N. Weinstein,David Haussler,Christopher C. Benz,Joshua M. Stuart,Stephen C. Benz,Jingchun Zhu,Christopher Szeto,Gary K. Scott,Christina Yau,Evan O. Paull,Daniel E. Carlin,Christopher K. Wong,Artem Sokolov,Janita Thusberg,Sean D. Mooney,Sam Ng,Theodore C. Goldstein,Kyle Ellrott,Mia Grifford,Christopher Wilks,Singer Ma,Brian Craft,Chunhua Yan,Ying Hu,Daoud Meerzaman,Julie M. Gastier-Foster,Julie M. Gastier-Foster,Jay Bowen,Nilsa C. Ramirez,Nilsa C. Ramirez,Aaron D. Black,Robert E. Pyatt,Robert E. Pyatt,Peter White,Peter White,Erik Zmuda,Jessica Frick,Tara M. Lichtenberg,Robin Brookens,Myra M. George,Mark Gerken,Hollie A. Harper,Kristen M. Leraas,Lisa Wise,Teresa R. Tabler,Cynthia McAllister,Thomas Barr,Melissa Hart-Kothari,Katie Tarvin,Charles Saller,George E. Sandusky,Colleen Mitchell,Mary Iacocca,Jennifer Brown,Brenda Rabeno,Christine Czerwinski,Nicholas J. Petrelli,Oleg Dolzhansky,Mikhail Abramov,Olga Voronina,Olga Potapova,Jeffrey R. Marks,Wiktoria Maria Suchorska,Dawid Murawa,Witold Kycler,Matthew Ibbs,Konstanty Korski,Arkadiusz Spychała,Pawel Murawa,Jacek J. Brzeziński,Hanna Perz,Radoslaw Łaźniak,M. Teresiak,Honorata Tatka,Ewa Leporowska,Marta Bogusz-Czerniewicz,Julian Malicki,Andrzej Mackiewicz,Maciej Wiznerowicz,Xuan Van Le,Bernard Kohl,Nguyen Viet Tien,Richard Thorp,Nguyen Van Bang,Howard H. Sussman,Bui Duc Phu,Richard A. Hajek,Nguyen Phi Hung,Huynh Quyet Thang,Khurram Z. Khan,Robert Penny,David Mallery,Erin Curley,Candace Shelton,Peggy Yena,James N. Ingle,Fergus J. Couch,Wilma L. Lingle,Tari A. King,Ana M. Gonzalez-Angulo,Ana M. Gonzalez-Angulo,Mary D. Dyer,Shuying Liu,Xiaolong Meng,Modesto Patangan,Frederic Waldman,Frederic Waldman,Hubert Stoppler,W. Kimryn Rathmell,Leigh B. Thorne,Mei Huang,Lori Boice,Ashley Hill,Carl Morrison,Carmelo Gaudioso,Wiam Bshara,Kelly Daily,Sophie C. Egea,Mark D. Pegram,Carmen Gomez-Fernandez,Rajiv Dhir,Rohit Bhargava,Adam Brufsky,Craig D. Shriver,Jeffrey A. Hooke,Jamie Leigh Campbell,Richard J. Mural,Hai Hu,Stella Somiari,Caroline Larson,Brenda Deyarmin,Leonid Kvecher,Albert J. Kovatich,Matthew J. Ellis,Thomas Stricker,Kevin P. White,Olufunmilayo I. Olopade,Chunqing Luo,Yaqin Chen,Ron Bose,Li-Wei Chang,Andrew H. Beck,Todd Pihl,Mark A. Jensen,Robert Sfeir,Ari B. Kahn,Anna Chu,Prachi Kothiyal,Zhining Wang,Eric E. Snyder,Joan Pontius,Brenda Ayala,Mark Backus,Jessica Walton,Julien Baboud,Dominique L. Berton,Matthew C. Nicholls,Deepak Srinivasan,Rohini Raman,Stanley Girshik,Peter A. Kigonya,Shelley Alonso,Rashmi N. Sanbhadti,Sean P. Barletta,David Pot,Margi Sheth,John A. Demchok,Kenna R. Mills Shaw,Liming Yang,Greg Eley,Martin L. Ferguson,Roy Tarnuzzer,Jiashan Zhang,Laura A.L. Dillon,Kenneth H. Buetow,Peter Fielding,Bradley A. Ozenberger,Mark S. Guyer,Heidi J. Sofia,Jacqueline D. Palchik +355 more
TL;DR: The ability to integrate information across platforms provided key insights into previously defined gene expression subtypes and demonstrated the existence of four main breast cancer classes when combining data from five platforms, each of which shows significant molecular heterogeneity.
Journal ArticleDOI
Comprehensive molecular characterization of human colon and rectal cancer
Donna M. Muzny,Matthew N. Bainbridge,Kyle Chang,Huyen Dinh,Jennifer Drummond,Gerald R. Fowler,Christie Kovar,Lora Lewis,Margaret Morgan,Irene Newsham,Jeffrey G. Reid,Jireh Santibanez,Eve Shinbrot,Lisa R. Trevino,Yuan Qing Wu,Min Wang,Preethi H. Gunaratne,Preethi H. Gunaratne,Lawrence A. Donehower,Chad J. Creighton,David A. Wheeler,Richard A. Gibbs,Michael S. Lawrence,Douglas Voet,Rui Jing,Kristian Cibulskis,Andrey Sivachenko,Andrey Sivachenko,Petar Stojanov,Aaron McKenna,Eric S. Lander,Eric S. Lander,Stacey Gabriel,Li Ding,Robert S. Fulton,Daniel C. Koboldt,Todd Wylie,Jason Walker,David J. Dooling,Lucinda Fulton,Kim D. Delehaunty,Catrina Fronick,Ryan Demeter,Elaine R. Mardis,Richard K. Wilson,Andy Chu,Hye Jung E. Chun,Andrew J. Mungall,Erin Pleasance,A. Gordon Robertson,Dominik Stoll,Miruna Balasundaram,Inanc Birol,Yaron S.N. Butterfield,Eric Chuah,Robin J.N. Coope,Noreen Dhalla,Ranabir Guin,Carrie Hirst,Martin Hirst,Robert A. Holt,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Jacqueline E. Schein,Jared R. Slobodan,Angela Tam,Nina Thiessen,Richard Varhol,Thomas Zeng,Yongjun Zhao,Steven J.M. Jones,Marco A. Marra,Adam J. Bass,Alex H. Ramos,Gordon Saksena,Andrew D. Cherniack,Stephen E. Schumacher,Barbara Tabak,Scott L. Carter,Nam Pho,Huy V. Nguyen,Robert C. Onofrio,Andrew Crenshaw,Kristin G. Ardlie,Rameen Beroukhim,Wendy Winckler,Matthew Meyerson,Alexei Protopopov,Angela Hadjipanayis,Eunjung Lee,Ruibin Xi,Lixing Yang,Xiaojia Ren,Narayanan Sathiamoorthy,Peng Chieh Chen,Psalm Haseley,Yonghong Xiao,Semin Lee,Jonathan G. Seidman,Lynda Chin,Peter J. Park,Raju Kucherlapati,J. Todd Auman,Katherine A. Hoadley,Ying Du,Matthew D. Wilkerson,Yan Shi,Christina Liquori,Shaowu Meng,Ling Li,Yidi J. Turman,Michael D. Topal,Donghui Tan,Scot Waring,Elizabeth Buda,Jesse Walsh,Corbin D. Jones,Piotr A. Mieczkowski,Darshan Singh,Junyuan Wu,Anisha Gulabani,Peter Dolina,Tom Bodenheimer,Alan P. Hoyle,Janae V. Simons,Matthew G. Soloway,Lisle E. Mose,Stuart R. Jefferys,Saianand Balu,Brian O'Connor,Jan F. Prins,Derek Y. Chiang,D. Neil Hayes,Charles M. Perou,Toshinori Hinoue,Daniel J. Weisenberger,Dennis T. Maglinte,Fei Pan,Benjamin P. Berman,David Van Den Berg,Hui Shen,Timothy J. Triche,Stephen B. Baylin,Peter W. Laird,Gad Getz,Michael S. Noble,Doug Voat,Nils Gehlenborg,Daniel DiCara,Juinhua Zhang,Hailei Zhang,Chang-Jiun Wu,Spring Yingchun Liu,Sachet A. Shukla,Lihua Zhou,Pei Lin,Richard W. Park,Marc Danie Nazaire,James A. Robinson,Helga Thorvaldsdottir,Jill P. Mesirov,Vesteinn Thorsson,Sheila Reynolds,Brady Bernard,Richard Kreisberg,Jake Lin,Lisa Iype,Ryan Bressler,Timo Erkkilä,Madhumati Gundapuneni,Yuexin Liu,Adam Norberg,Thomas Robinson,Da Yang,Wei Zhang,Ilya Shmulevich,Jorma J. de Ronde,Jorma J. de Ronde,Nikolaus Schultz,Ethan Cerami,Giovanni Ciriello,Arthur P. Goldberg,Benjamin Gross,Anders Jacobsen,Jianjiong Gao,Bogumil Kaczkowski,Rileen Sinha,B. Arman Aksoy,Yevgeniy Antipin,Boris Reva,Ronglai Shen,Barry S. Taylor,Marc Ladanyi,Chris Sander,Rehan Akbani,Nianxiang Zhang,Bradley M. Broom,Tod D. Casasent,Anna K. Unruh,Chris Wakefield,Stanley R. Hamilton,R. Craig Cason,Keith A. Baggerly,John N. Weinstein,David Haussler,Christopher C. Benz,Joshua M. Stuart,Stephen C. Benz,J. Zachary Sanborn,Charles J. Vaske,Jingchun Zhu,Christopher Szeto,Gary K. Scott,Christina Yau,Sam Ng,Theodore C. Goldstein,Kyle Ellrott,Eric A. Collisson,Aaron E. Cozen,Daniel R. Zerbino,Christopher Wilks,Brian Craft,Paul T. Spellman,Robert Penny,Troy Shelton,Martha Hatfield,Scott Morris,Peggy Yena,Candace Shelton,Mark Sherman,Joseph Paulauskis,Julie M. Gastier-Foster,Julie M. Gastier-Foster,Jay Bowen,Nilsa C. Ramirez,Nilsa C. Ramirez,Aaron D. Black,Robert E. Pyatt,Robert E. Pyatt,Lisa Wise,Peter White,Peter White,Monica M. Bertagnolli,Jen Brown,Timothy A. Chan,Gerald C. Chu,Christine Czerwinski,Fred Denstman,Rajiv Dhir,Arnulf Dörner,Charles S. Fuchs,Jose G. Guillem,Mary Iacocca,Hartmut Juhl,Andrew Kaufman,Bernard Kohl,Xuan Van Le,Maria C. Mariano,Elizabeth N. Medina,Michael Meyers,Garrett M. Nash,P. Paty,Nicholas J. Petrelli,Brenda Rabeno,William G. Richards,David B. Solit,Pat Swanson,Larissa K. Temple,Joel E. Tepper,Richard Thorp,Efsevia Vakiani,Martin R. Weiser,Joseph Willis,Gary Witkin,Zhaoshi Zeng,Michael J. Zinner,Carsten Zornig,Mark A. Jensen,Robert Sfeir,Ari B. Kahn,Anna L. Chu,Prachi Kothiyal,Zhining Wang,Eric E. Snyder,Joan Pontius,Todd Pihl,Brenda Ayala,Mark Backus,Jessica Walton,Jon Whitmore,Julien Baboud,Dominique L. Berton,Matthew C. Nicholls,Deepak Srinivasan,Rohini Raman,Stanley Girshik,Peter A. Kigonya,Shelley Alonso,Rashmi N. Sanbhadti,Sean P. Barletta,John M. Greene,David Pot,Kenna R. Mills Shaw,Laura A.L. Dillon,Kenneth H. Buetow,Tanja Davidsen,John A. Demchok,Greg Eley,Martin L. Ferguson,Peter Fielding,Carl F. Schaefer,Margi Sheth,Liming Yang,Mark S. Guyer,Bradley A. Ozenberger,Jacqueline D. Palchik,Jane Peterson,Heidi J. Sofia,Elizabeth J. Thomson +320 more
TL;DR: Integrative analyses suggest new markers for aggressive colorectal carcinoma and an important role for MYC-directed transcriptional activation and repression.
Journal ArticleDOI
Comprehensive genomic characterization defines human glioblastoma genes and core pathways
Roger E. McLendon,Allan H. Friedman,Darrell D. Bigner,Erwin G. Van Meir,Daniel J. Brat,Gena M. Mastrogianakis,Jeffrey J. Olson,Tom Mikkelsen,Norman L. Lehman,Kenneth Aldape,W. K. Alfred Yung,Oliver Bogler,John N. Weinstein,Scott R. VandenBerg,Mitchel S. Berger,Michael D. Prados,Donna M. Muzny,Margaret Morgan,Steve Scherer,Aniko Sabo,Lynn Nazareth,Lora Lewis,Otis Hall,Yiming Zhu,Yanru Ren,Omar Alvi,Jiqiang Yao,Alicia Hawes,Shalini N. Jhangiani,Gerald R. Fowler,Anthony San Lucas,Christie Kovar,Andrew Cree,Huyen Dinh,Jireh Santibanez,Vandita Joshi,Manuel L. Gonzalez-Garay,Christopher A. Miller,Aleksandar Milosavljevic,Lawrence A. Donehower,David A. Wheeler,Richard A. Gibbs,Kristian Cibulskis,Carrie Sougnez,Timothy Fennell,Scott Mahan,Jane Wilkinson,Liuda Ziaugra,Robert C. Onofrio,Toby Bloom,Rob Nicol,Kristin G. Ardlie,Jennifer Baldwin,Stacey Gabriel,Eric S. Lander,Eric S. Lander,Li Ding,Robert S. Fulton,Michael D. McLellan,John W. Wallis,David E. Larson,Xiaoqi Shi,Rachel Abbott,Lucinda Fulton,Ken Chen,Daniel C. Koboldt,Michael C. Wendl,Rick Meyer,Yuzhu Tang,Ling Lin,John R. Osborne,Brian H. Dunford-Shore,Tracie L. Miner,Kim D. Delehaunty,Chris Markovic,Gary W. Swift,William Courtney,Craig Pohl,Scott Abbott,Amy Hawkins,Shin Leong,Carrie A. Haipek,Heather Schmidt,Maddy Wiechert,Tammi L. Vickery,Sacha Scott,David J. Dooling,Asif T. Chinwalla,George M. Weinstock,Elaine R. Mardis,Richard K. Wilson,Gad Getz,Wendy Winckler,Roel G.W. Verhaak,Michael S. Lawrence,Michael J. T. O’Kelly,James A. Robinson,Gabriele Alexe,Rameen Beroukhim,Scott L. Carter,Derek Y. Chiang,Josh Gould,Supriya Gupta,Josh Korn,Craig H. Mermel,Jill P. Mesirov,Stefano Monti,Huy V. Nguyen,Melissa Parkin,Michael R. Reich,Nicolas Stransky,Barbara A. Weir,Levi A. Garraway,Todd R. Golub,Matthew Meyerson,Lynda Chin,Alexei Protopopov,Jianhua Zhang,Ilana Perna,Sandy Aronson,Narayanan Sathiamoorthy,Georgia Ren,Jun Yao,W. Ruprecht Wiedemeyer,Hyun Soo Kim,Won Kong Sek,Yonghong Xiao,Isaac S. Kohane,Jon G. Seidman,Peter J. Park,Raju Kucherlapati,Peter W. Laird,Leslie Cope,James G. Herman,Daniel J. Weisenberger,Fei Pan,David Van Den Berg,Leander Van Neste,Mi Yi Joo,Kornel E. Schuebel,Stephen B. Baylin,Devin Absher,Jun Li,Audrey Southwick,Shannon T. Brady,Amita Aggarwal,Tisha Chung,Gavin Sherlock,James D. Brooks,Richard M. Myers,Paul T. Spellman,Elizabeth Purdom,Lakshmi Jakkula,Anna Lapuk,Henry Marr,Shannon Dorton,Gi Choi Yoon,Ju Han,Amrita Ray,Victoria Wang,Steffen Durinck,Mark D. Robinson,Nicholas J. Wang,Karen Vranizan,Vivian Peng,Eric Van Name,Gerald V. Fontenay,John Ngai,John G. Conboy,Bahram Parvin,Heidi S. Feiler,Terence P. Speed,Terence P. Speed,Joe W. Gray,Cameron Brennan,Nicholas D. Socci,Adam B. Olshen,Barry S. Taylor,Barry S. Taylor,Alex E. Lash,Nikolaus Schultz,Boris Reva,Yevgeniy Antipin,Alexey Stukalov,Benjamin Gross,Ethan Cerami,Qing Wang Wei,Li-Xuan Qin,Venkatraman E. Seshan,Liliana Villafania,Magali Cavatore,Laetitia Borsu,Agnes Viale,William L. Gerald,Chris Sander,Marc Ladanyi,Charles M. Perou,D. Neil Hayes,Michael D. Topal,Katherine A. Hoadley,Yuan Qi,Sai Balu,Yan Shi,Junyuan Wu,Robert Penny,Michael L. Bittner,Troy Shelton,Elizabeth Lenkiewicz,Scott Morris,Debbie Beasley,Sheri Sanders,Ari B. Kahn,Robert Sfeir,Jessica Chen,David Nassau,Larry Feng,Erin Hickey,Anna D. Barker,Daniela S. Gerhard,Joseph G. Vockley,Carolyn C. Compton,Jim Vaught,Peter Fielding,Martin L. Ferguson,Carl F. Schaefer,Jinghui Zhang,Subhashree Madhavan,Kenneth H. Buetow,Francis S. Collins,Peter J. Good,Mark S. Guyer,Brad Ozenberger,Jane Peterson,Elizabeth J. Thomson +233 more
TL;DR: The interim integrative analysis of DNA copy number, gene expression and DNA methylation aberrations in 206 glioblastomas reveals a link between MGMT promoter methylation and a hypermutator phenotype consequent to mismatch repair deficiency in treated gliobeasts, demonstrating that it can rapidly expand knowledge of the molecular basis of cancer.
Related Papers (5)
Comprehensive molecular portraits of human breast tumours
Daniel C. Koboldt,Robert S. Fulton,Michael D. McLellan,Heather Schmidt,Joelle Kalicki-Veizer,Joshua F. McMichael,Lucinda Fulton,David J. Dooling,Li Ding,Elaine R. Mardis,Richard K. Wilson,Adrian Ally,Miruna Balasundaram,Yaron S.N. Butterfield,Rebecca Carlsen,Candace Carter,Andy Chu,Eric Chuah,Hye Jung E. Chun,Robin J.N. Coope,Noreen Dhalla,Ranabir Guin,Carrie Hirst,Martin Hirst,Robert A. Holt,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Andrew J. Mungall,Erin Pleasance,A. Gordon Robertson,Jacqueline E. Schein,Arash Shafiei,Payal Sipahimalani,Jared R. Slobodan,Dominik Stoll,Angela Tam,Nina Thiessen,Richard Varhol,Natasja Wye,Thomas Zeng,Yongjun Zhao,Inanc Birol,Steven J.M. Jones,Marco A. Marra,Andrew D. Cherniack,Gordon Saksena,Gordon Saksena,Robert C. Onofrio,Nam H. Pho,Scott L. Carter,Steven E. Schumacher,Steven E. Schumacher,Barbara Tabak,Barbara Tabak,Bryan Hernandez,Jeff Gentry,Huy Nguyen,Andrew Crenshaw,Kristin G. Ardlie,Rameen Beroukhim,Rameen Beroukhim,Wendy Winckler,Gad Getz,Gad Getz,Stacey Gabriel,Matthew Meyerson,Matthew Meyerson,Lynda Chin,Lynda Chin,Raju Kucherlapati,Katherine A. Hoadley,J. Todd Auman,Cheng Fan,Yidi J. Turman,Yan Shi,Ling Li,Michael D. Topal,Xiaping He,Hann Hsiang Chao,Aleix Prat,Grace O. Silva,Michael D. Iglesia,Wei Zhao,Jerry Usary,Jonathan S. Berg,Michael C. Adams,Jessica K. Booker,Junyuan Wu,Anisha Gulabani,Tom Bodenheimer,Alan P. Hoyle,Janae V. Simons,Matthew G. Soloway,Lisle E. Mose,Stuart R. Jefferys,Saianand Balu,Joel S. Parker,D. Neil Hayes,Charles M. Perou,Simeen Malik,Swapna Mahurkar,Hui Shen,Daniel J. Weisenberger,Timothy J. Triche,Phillip H. Lai,Moiz S. Bootwalla,Dennis T. Maglinte,Benjamin P. Berman,David Van Den Berg,Stephen B. Baylin,Peter W. Laird,Chad J. Creighton,Lawrence A. Donehower,Michael S. Noble,Doug Voet,Nils Gehlenborg,Daniel Di Cara,Juinhua Zhang,Hailei Zhang,Chang-Jiun Wu,Spring Yingchun Liu,Michael S. Lawrence,Lihua Zou,Andrey Sivachenko,Pei Lin,Petar Stojanov,Rui Jing,Juok Cho,Raktim Sinha,Richard W. Park,Marc Danie Nazaire,James A. Robinson,Helga Thorvaldsdottir,Jill P. Mesirov,Peter J. Park,Sheila Reynolds,Richard Kreisberg,Brady Bernard,Ryan Bressler,Timo Erkkilä,Jake Lin,Vesteinn Thorsson,Wei Zhang,Ilya Shmulevich,Giovanni Ciriello,Nils Weinhold,Nikolaus Schultz,Jianjiong Gao,Ethan Cerami,Benjamin Gross,Anders Jacobsen,Rileen Sinha,B. Arman Aksoy,Yevgeniy Antipin,Boris Reva,Ronglai Shen,Barry S. Taylor,Marc Ladanyi,Chris Sander,Pavana Anur,Paul T. Spellman,Yiling Lu,Wenbin Liu,Roel R.G. Verhaak,Gordon B. Mills,Gordon B. Mills,Rehan Akbani,Nianxiang Zhang,Bradley M. Broom,Tod D. Casasent,Chris Wakefield,Anna K. Unruh,Keith A. Baggerly,Kevin R. Coombes,John N. Weinstein,David Haussler,Christopher C. Benz,Joshua M. Stuart,Stephen C. Benz,Jingchun Zhu,Christopher Szeto,Gary K. Scott,Christina Yau,Evan O. Paull,Daniel E. Carlin,Christopher K. Wong,Artem Sokolov,Janita Thusberg,Sean D. Mooney,Sam Ng,Theodore C. Goldstein,Kyle Ellrott,Mia Grifford,Christopher Wilks,Singer Ma,Brian Craft,Chunhua Yan,Ying Hu,Daoud Meerzaman,Julie M. Gastier-Foster,Julie M. Gastier-Foster,Jay Bowen,Nilsa C. Ramirez,Nilsa C. Ramirez,Aaron D. Black,Robert E. Pyatt,Robert E. Pyatt,Peter White,Peter White,Erik Zmuda,Jessica Frick,Tara M. Lichtenberg,Robin Brookens,Myra M. George,Mark Gerken,Hollie A. Harper,Kristen M. Leraas,Lisa Wise,Teresa R. Tabler,Cynthia McAllister,Thomas Barr,Melissa Hart-Kothari,Katie Tarvin,Charles Saller,George E. Sandusky,Colleen Mitchell,Mary Iacocca,Jennifer Brown,Brenda Rabeno,Christine Czerwinski,Nicholas J. Petrelli,Oleg Dolzhansky,Mikhail Abramov,Olga Voronina,Olga Potapova,Jeffrey R. Marks,Wiktoria Maria Suchorska,Dawid Murawa,Witold Kycler,Matthew Ibbs,Konstanty Korski,Arkadiusz Spychała,Pawel Murawa,Jacek J. Brzeziński,Hanna Perz,Radoslaw Łaźniak,M. Teresiak,Honorata Tatka,Ewa Leporowska,Marta Bogusz-Czerniewicz,Julian Malicki,Andrzej Mackiewicz,Maciej Wiznerowicz,Xuan Van Le,Bernard Kohl,Nguyen Viet Tien,Richard Thorp,Nguyen Van Bang,Howard H. Sussman,Bui Duc Phu,Richard A. Hajek,Nguyen Phi Hung,Huynh Quyet Thang,Khurram Z. Khan,Robert Penny,David Mallery,Erin Curley,Candace Shelton,Peggy Yena,James N. Ingle,Fergus J. Couch,Wilma L. Lingle,Tari A. King,Ana M. Gonzalez-Angulo,Ana M. Gonzalez-Angulo,Mary D. Dyer,Shuying Liu,Xiaolong Meng,Modesto Patangan,Frederic Waldman,Frederic Waldman,Hubert Stoppler,W. Kimryn Rathmell,Leigh B. Thorne,Mei Huang,Lori Boice,Ashley Hill,Carl Morrison,Carmelo Gaudioso,Wiam Bshara,Kelly Daily,Sophie C. Egea,Mark D. Pegram,Carmen Gomez-Fernandez,Rajiv Dhir,Rohit Bhargava,Adam Brufsky,Craig D. Shriver,Jeffrey A. Hooke,Jamie Leigh Campbell,Richard J. Mural,Hai Hu,Stella Somiari,Caroline Larson,Brenda Deyarmin,Leonid Kvecher,Albert J. Kovatich,Matthew J. Ellis,Thomas Stricker,Kevin P. White,Olufunmilayo I. Olopade,Chunqing Luo,Yaqin Chen,Ron Bose,Li-Wei Chang,Andrew H. Beck,Todd Pihl,Mark A. Jensen,Robert Sfeir,Ari B. Kahn,Anna Chu,Prachi Kothiyal,Zhining Wang,Eric E. Snyder,Joan Pontius,Brenda Ayala,Mark Backus,Jessica Walton,Julien Baboud,Dominique L. Berton,Matthew C. Nicholls,Deepak Srinivasan,Rohini Raman,Stanley Girshik,Peter A. Kigonya,Shelley Alonso,Rashmi N. Sanbhadti,Sean P. Barletta,David Pot,Margi Sheth,John A. Demchok,Kenna R. Mills Shaw,Liming Yang,Greg Eley,Martin L. Ferguson,Roy Tarnuzzer,Jiashan Zhang,Laura A.L. Dillon,Kenneth H. Buetow,Peter Fielding,Bradley A. Ozenberger,Mark S. Guyer,Heidi J. Sofia,Jacqueline D. Palchik +355 more
Signatures of mutational processes in human cancer
Ludmil B. Alexandrov,Serena Nik-Zainal,Serena Nik-Zainal,David C. Wedge,Samuel Aparicio,Sam Behjati,Sam Behjati,Andrew V. Biankin,Graham R. Bignell,Niccolo Bolli,Niccolo Bolli,Åke Borg,Anne Lise Børresen-Dale,Anne Lise Børresen-Dale,Sandrine Boyault,Birgit Burkhardt,Adam Butler,Carlos Caldas,Helen Davies,Christine Desmedt,Roland Eils,Jorunn E. Eyfjord,John A. Foekens,Mel Greaves,Fumie Hosoda,Barbara Hutter,Tomislav Ilicic,Sandrine Imbeaud,Sandrine Imbeaud,Marcin Imielinsk,Natalie Jäger,David T. W. Jones,David T. Jones,Stian Knappskog,Stian Knappskog,Marcel Kool,Sunil R. Lakhani,Carlos López-Otín,Sancha Martin,Nikhil C. Munshi,Nikhil C. Munshi,Hiromi Nakamura,Paul A. Northcott,Marina Pajic,Elli Papaemmanuil,Angelo Paradiso,John V. Pearson,Xose S. Puente,Keiran Raine,Manasa Ramakrishna,Andrea L. Richardson,Andrea L. Richardson,Julia Richter,Philip Rosenstiel,Matthias Schlesner,Ton N. Schumacher,Paul N. Span,Jon W. Teague,Yasushi Totoki,Andrew Tutt,Rafael Valdés-Mas,Marit M. van Buuren,Laura van ’t Veer,Anne Vincent-Salomon,Nicola Waddell,Lucy R. Yates,Icgc PedBrain,Jessica Zucman-Rossi,Jessica Zucman-Rossi,P. Andrew Futreal,Ultan McDermott,Peter Lichter,Matthew Meyerson,Matthew Meyerson,Sean M. Grimmond,Reiner Siebert,Elias Campo,Tatsuhiro Shibata,Stefan M. Pfister,Stefan M. Pfister,Peter J. Campbell,Peter J. Campbell,Peter J. Campbell,Michael R. Stratton,Michael R. Stratton +84 more
Comprehensive molecular characterization of human colon and rectal cancer
Donna M. Muzny,Matthew N. Bainbridge,Kyle Chang,Huyen Dinh,Jennifer Drummond,Gerald R. Fowler,Christie Kovar,Lora Lewis,Margaret Morgan,Irene Newsham,Jeffrey G. Reid,Jireh Santibanez,Eve Shinbrot,Lisa R. Trevino,Yuan Qing Wu,Min Wang,Preethi H. Gunaratne,Preethi H. Gunaratne,Lawrence A. Donehower,Chad J. Creighton,David A. Wheeler,Richard A. Gibbs,Michael S. Lawrence,Douglas Voet,Rui Jing,Kristian Cibulskis,Andrey Sivachenko,Andrey Sivachenko,Petar Stojanov,Aaron McKenna,Eric S. Lander,Eric S. Lander,Stacey Gabriel,Li Ding,Robert S. Fulton,Daniel C. Koboldt,Todd Wylie,Jason Walker,David J. Dooling,Lucinda Fulton,Kim D. Delehaunty,Catrina Fronick,Ryan Demeter,Elaine R. Mardis,Richard K. Wilson,Andy Chu,Hye Jung E. Chun,Andrew J. Mungall,Erin Pleasance,A. Gordon Robertson,Dominik Stoll,Miruna Balasundaram,Inanc Birol,Yaron S.N. Butterfield,Eric Chuah,Robin J.N. Coope,Noreen Dhalla,Ranabir Guin,Carrie Hirst,Martin Hirst,Robert A. Holt,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Jacqueline E. Schein,Jared R. Slobodan,Angela Tam,Nina Thiessen,Richard Varhol,Thomas Zeng,Yongjun Zhao,Steven J.M. Jones,Marco A. Marra,Adam J. Bass,Alex H. Ramos,Gordon Saksena,Andrew D. Cherniack,Stephen E. Schumacher,Barbara Tabak,Scott L. Carter,Nam Pho,Huy V. Nguyen,Robert C. Onofrio,Andrew Crenshaw,Kristin G. Ardlie,Rameen Beroukhim,Wendy Winckler,Matthew Meyerson,Alexei Protopopov,Angela Hadjipanayis,Eunjung Lee,Ruibin Xi,Lixing Yang,Xiaojia Ren,Narayanan Sathiamoorthy,Peng Chieh Chen,Psalm Haseley,Yonghong Xiao,Semin Lee,Jonathan G. Seidman,Lynda Chin,Peter J. Park,Raju Kucherlapati,J. Todd Auman,Katherine A. Hoadley,Ying Du,Matthew D. Wilkerson,Yan Shi,Christina Liquori,Shaowu Meng,Ling Li,Yidi J. Turman,Michael D. Topal,Donghui Tan,Scot Waring,Elizabeth Buda,Jesse Walsh,Corbin D. Jones,Piotr A. Mieczkowski,Darshan Singh,Junyuan Wu,Anisha Gulabani,Peter Dolina,Tom Bodenheimer,Alan P. Hoyle,Janae V. Simons,Matthew G. Soloway,Lisle E. Mose,Stuart R. Jefferys,Saianand Balu,Brian O'Connor,Jan F. Prins,Derek Y. Chiang,D. Neil Hayes,Charles M. Perou,Toshinori Hinoue,Daniel J. Weisenberger,Dennis T. Maglinte,Fei Pan,Benjamin P. Berman,David Van Den Berg,Hui Shen,Timothy J. Triche,Stephen B. Baylin,Peter W. Laird,Gad Getz,Michael S. Noble,Doug Voat,Nils Gehlenborg,Daniel DiCara,Juinhua Zhang,Hailei Zhang,Chang-Jiun Wu,Spring Yingchun Liu,Sachet A. Shukla,Lihua Zhou,Pei Lin,Richard W. Park,Marc Danie Nazaire,James A. Robinson,Helga Thorvaldsdottir,Jill P. Mesirov,Vesteinn Thorsson,Sheila Reynolds,Brady Bernard,Richard Kreisberg,Jake Lin,Lisa Iype,Ryan Bressler,Timo Erkkilä,Madhumati Gundapuneni,Yuexin Liu,Adam Norberg,Thomas Robinson,Da Yang,Wei Zhang,Ilya Shmulevich,Jorma J. de Ronde,Jorma J. de Ronde,Nikolaus Schultz,Ethan Cerami,Giovanni Ciriello,Arthur P. Goldberg,Benjamin Gross,Anders Jacobsen,Jianjiong Gao,Bogumil Kaczkowski,Rileen Sinha,B. Arman Aksoy,Yevgeniy Antipin,Boris Reva,Ronglai Shen,Barry S. Taylor,Marc Ladanyi,Chris Sander,Rehan Akbani,Nianxiang Zhang,Bradley M. Broom,Tod D. Casasent,Anna K. Unruh,Chris Wakefield,Stanley R. Hamilton,R. Craig Cason,Keith A. Baggerly,John N. Weinstein,David Haussler,Christopher C. Benz,Joshua M. Stuart,Stephen C. Benz,J. Zachary Sanborn,Charles J. Vaske,Jingchun Zhu,Christopher Szeto,Gary K. Scott,Christina Yau,Sam Ng,Theodore C. Goldstein,Kyle Ellrott,Eric A. Collisson,Aaron E. Cozen,Daniel R. Zerbino,Christopher Wilks,Brian Craft,Paul T. Spellman,Robert Penny,Troy Shelton,Martha Hatfield,Scott Morris,Peggy Yena,Candace Shelton,Mark Sherman,Joseph Paulauskis,Julie M. Gastier-Foster,Julie M. Gastier-Foster,Jay Bowen,Nilsa C. Ramirez,Nilsa C. Ramirez,Aaron D. Black,Robert E. Pyatt,Robert E. Pyatt,Lisa Wise,Peter White,Peter White,Monica M. Bertagnolli,Jen Brown,Timothy A. Chan,Gerald C. Chu,Christine Czerwinski,Fred Denstman,Rajiv Dhir,Arnulf Dörner,Charles S. Fuchs,Jose G. Guillem,Mary Iacocca,Hartmut Juhl,Andrew Kaufman,Bernard Kohl,Xuan Van Le,Maria C. Mariano,Elizabeth N. Medina,Michael Meyers,Garrett M. Nash,P. Paty,Nicholas J. Petrelli,Brenda Rabeno,William G. Richards,David B. Solit,Pat Swanson,Larissa K. Temple,Joel E. Tepper,Richard Thorp,Efsevia Vakiani,Martin R. Weiser,Joseph Willis,Gary Witkin,Zhaoshi Zeng,Michael J. Zinner,Carsten Zornig,Mark A. Jensen,Robert Sfeir,Ari B. Kahn,Anna L. Chu,Prachi Kothiyal,Zhining Wang,Eric E. Snyder,Joan Pontius,Todd Pihl,Brenda Ayala,Mark Backus,Jessica Walton,Jon Whitmore,Julien Baboud,Dominique L. Berton,Matthew C. Nicholls,Deepak Srinivasan,Rohini Raman,Stanley Girshik,Peter A. Kigonya,Shelley Alonso,Rashmi N. Sanbhadti,Sean P. Barletta,John M. Greene,David Pot,Kenna R. Mills Shaw,Laura A.L. Dillon,Kenneth H. Buetow,Tanja Davidsen,John A. Demchok,Greg Eley,Martin L. Ferguson,Peter Fielding,Carl F. Schaefer,Margi Sheth,Liming Yang,Mark S. Guyer,Bradley A. Ozenberger,Jacqueline D. Palchik,Jane Peterson,Heidi J. Sofia,Elizabeth J. Thomson +320 more