S
Singer Ma
Researcher at University of California, Santa Cruz
Publications - 15
Citations - 31272
Singer Ma is an academic researcher from University of California, Santa Cruz. The author has contributed to research in topics: Germline mutation & Genome. The author has an hindex of 14, co-authored 15 publications receiving 25340 citations. Previous affiliations of Singer Ma include National Institutes of Health & Institute for Systems Biology.
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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
The cancer genome atlas pan-cancer analysis project
John N. Weinstein,John N. Weinstein,Eric A. Collisson,Gordon B. Mills,Kenna R. Mills Shaw,Kenna R. Mills Shaw,Brad Ozenberger,Kyle Ellrott,Kyle Ellrott,Chris Sander,Joshua M. Stuart,Joshua M. Stuart,Kyle Chang,Chad J. Creighton,Caleb F. Davis,Lawrence A. Donehower,Jennifer Drummond,David A. Wheeler,Adrian Ally,Miruna Balasundaram,Inanc Birol,Inanc Birol,Inanc Birol,Yaron S.N. Butterfield,Andy Chu,Eric Chuah,Hye Jung E. Chun,Noreen Dhalla,Ranabir Guin,Martin Hirst,Carrie Hirst,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,Richard Varhol,Rameen Beroukhim,Ami S. Bhatt,Angela N. Brooks,Andrew D. Cherniack,Samuel S. Freeman,Stacey Gabriel,Elena Helman,Joonil Jung,Matthew Meyerson,Akinyemi I. Ojesina,Chandra Sekhar Pedamallu,Gordon Saksena,Steven E. Schumacher,Barbara Tabak,Travis I. Zack,Travis I. Zack,Eric S. Lander,Christopher A. Bristow,Angela Hadjipanayis,Psalm Haseley,Raju Kucherlapati,Semin Lee,Eunjung Lee,Lovelace J. Luquette,Harshad S. Mahadeshwar,Angeliki Pantazi,Michael Parfenov,Michael Parfenov,Peter J. Park,Alexei Protopopov,Xiaojia Ren,Netty Santoso,Jonathan G. Seidman,Sahil Seth,Xingzhi Song,Jiabin Tang,Ruibin Xi,Ruibin Xi,Ruibin Xi,Andrew Wei Xu,Lixing Yang,Dong Zeng,J. Todd Auman,Saianand Balu,Elizabeth Buda,Cheng Fan,Katherine A. Hoadley,Corbin D. Jones,Shaowu Meng,Piotr A. Mieczkowski,Joel S. Parker,Charles M. Perou,Jeffrey Roach,Yan Shi,Grace O. Silva,Donghui Tan,Umadevi Veluvolu,Scot Waring,Matthew D. Wilkerson,Junyuan Wu,Wei Zhao,Tom Bodenheimer,D. Neil Hayes,D. Neil Hayes,Alan P. Hoyle,Stuart R. Jeffreys,Lisle E. Mose,Janae V. Simons,Mathew G. Soloway,Stephen B. Baylin,Benjamin P. Berman,Moiz S. Bootwalla,Ludmila Danilova,James G. Herman,Toshinori Hinoue,Peter W. Laird,Suhn K. Rhie,Hui Shen,Timothy J. Triche,Daniel J. Weisenberger,Scott L. Carter,Kristian Cibulskis,Lynda Chin,Jianhua Zhang,Carrie Sougnez,Min Wang,Gad Getz,Gad Getz,Huyen Dinh,Harshavardhan Doddapaneni,Richard A. Gibbs,Preethi Gunaratne,Preethi Gunaratne,Yi Han,Divya Kalra,Christie Kovar,Lora Lewis,Margaret B. Morgan,Donna Morton,Donna Muzny,Jeffrey G. Reid,Liu Xi,Juok Cho,Daniel DiCara,Scott Frazer,Nils Gehlenborg,David I. Heiman,Jaegil Kim,Michael S. Lawrence,Pei Lin,Yingchun Liu,Michael S. Noble,Petar Stojanov,Doug Voet,Hailei Zhang,Lihua Zou,Chip Stewart,Brady Bernard,Ryan Bressler,Andrea Eakin,Lisa Iype,Theo A. Knijnenburg,Roger Kramer,Richard Kreisberg,Kalle Leinonen,Jake Lin,Yuexin Liu,Michael Miller,Sheila M. Reynolds,Hector Rovira,Ilya Shmulevich,Vesteinn Thorsson,Da Yang,Wei Zhang,Samirkumar B. Amin,Chang-Jiun Wu,Chia Chin Wu,Rehan Akbani,Kenneth Aldape,Keith A. Baggerly,Bradley McIntosh Broom,Tod D. Casasent,James Cleland,Deepti Dodda,Mary Elizabeth Edgerton,Leng Han,Shelley M. Herbrich,Zhenlin Ju,Hoon Kim,Hoon Kim,Seth Lerner,Jun Li,Han Liang,Wenbin Liu,Philip L. Lorenzi,Yiling Lu,James M. Melott,Lam Nguyen,Lam Nguyen,Xiaoping Su,Roeland Verhaak,Wenyi Wang,Andrew J. Wong,Andrew J. Wong,Yang Yang,Jun Yao,Rong Yao,Kosuke Yoshihara,Yuan Yuan,Yuan Yuan,W. K. Alfred Yung,Nianxiang Zhang,Siyuan Zheng,Michael B. Ryan,Michael B. Ryan,David W. Kane,David W. Kane,B. Arman Aksoy,Giovanni Ciriello,Gideon Dresdner,Jianjiong Gao,Benjamin Gross,Anders Jacobsen,André Kahles,Marc Ladanyi,William Lee,Kjong-Van Lehmann,Martin L. Miller,Ricardo Ramirez,Gunnar Rätsch,Boris Reva,Nikolaus Schultz,Yasin Senbabaoglu,Ronglai Shen,Rileen Sinha,S. Onur Sumer,Yichao Sun,Barry S. Taylor,Barry S. Taylor,Barry S. Taylor,Nils Weinhold,Suzanne S. Fei,Paul T. Spellman,Christopher C. Benz,Christopher C. Benz,Daniel E. Carlin,Daniel E. Carlin,Melisssa Cline,Melisssa Cline,Brian Craft,Brian Craft,Mary Goldman,David Haussler,David Haussler,David Haussler,Singer Ma,Singer Ma,Sam Ng,Sam Ng,Evan O. Paull,Evan O. Paull,Amie Radenbaugh,Amie Radenbaugh,Sofie R. Salama,Sofie R. Salama,Sofie R. Salama,Artem Sokolov,Artem Sokolov,Teresa Swatloski,Teresa Swatloski,Vladislav Uzunangelov,Vladislav Uzunangelov,Peter Waltman,Peter Waltman,Christina Yau,Jing Zhu,Jing Zhu,Stanley R. Hamilton,Scott Abbott,Rachel Abbott,Nathan D. Dees,Kim D. Delehaunty,Li Ding,David J. Dooling,James M. Eldred,Catrina Fronick,Robert S. Fulton,Lucinda Fulton,Joelle Kalicki-Veizer,Krishna L. Kanchi,Cyriac Kandoth,Daniel C. Koboldt,David E. Larson,Timothy J. Ley,Ling Lin,Charles Lu,Vincent Magrini,Elaine R. Mardis,Michael D. McLellan,Joshua F. McMichael,Christopher A. Miller,Michelle O'Laughlin,Craig Pohl,Heather Schmidt,Scott M. Smith,Jason Walker,John W. Wallis,Michael C. Wendl,Michael C. Wendl,Richard K. Wilson,Todd Wylie,Qunyuan Zhang,Robert A. Burton,Mark A. Jensen,Ari B. Kahn,Todd Pihl,David A. Pot,Yunhu Wan,Douglas A. Levine,Aaron D. Black,Jay Bowen,Jessica Frick,Julie M. Gastier-Foster,Julie M. Gastier-Foster,Hollie A. Harper,Carmen Helsel,Kristen M. Leraas,Tara M. Lichtenberg,Cynthia McAllister,Nilsa C. Ramirez,Nilsa C. Ramirez,Samantha Sharpe,Lisa Wise,Erik Zmuda,Stephen J. Chanock,Tanja Davidsen,John A. Demchok,Greg Eley,Ina Felau,Margi Sheth,Heidi J. Sofia,Louis M. Staudt,Roy Tarnuzzer,Zhining Wang,Liming Yang,Jiashan Zhang,Larsson Omberg,Adam Margolin,Benjamin J. Raphael,Fabio Vandin,Hsin-Ta Wu,Mark D.M. Leiserson,Stephen C. Benz,Charles J. Vaske,Houtan Noushmehr,Houtan Noushmehr,Denise M. Wolf,Laura van 't Veer,Dimitris Anastassiou,Tai Hsien Ou Yang,Nuria Lopez-Bigas,Abel Gonzalez-Perez,David Tamborero,Zheng Xia,Wei Li,Dong Yeon Cho,Teresa M. Przytycka,Mark P. Hamilton,Sean E. McGuire,Sven Nelander,Sven Nelander,Patrik Johansson,Rebecka Jörnsten,Rebecka Jörnsten,Teresia Kling +379 more
TL;DR: The Pan-Cancer initiative compares the first 12 tumor types profiled by TCGA with a major opportunity to develop an integrated picture of commonalities, differences and emergent themes across tumor lineages.
Journal Article
The Cancer Genome Atlas Pan-Cancer analysis project
Kyle Chang,Chad J Creighton,Caleb F. Davis,Lawrence A. Donehower,Jennifer Drummond,David A. Wheeler,Adrian Ally,Miruna Balasundaram,Inanc Birol,Yaron S.N. Butterfield,Andy Chu,Eric Chuah,Hye Jung E. Chun,Noreen Dhalla,Ranabir Guin,Martin Hirst,Carrie Hirst,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,Richard Varhol,Rameen Beroukhim,Ami S. Bhatt,Angela N. Brooks,Andrew D. Cherniack,Samuel S. Freeman,Stacey Gabriel,Elena Helman,Joonil Jung,Matthew Meyerson,Akinyemi I. Ojesina,Chandra Sekhar Pedamallu,Gordon Saksena,Steven E. Schumacher,Barbara Tabak,Travis I. Zack,Eric S. Lander,Christopher A. Bristow,Angela Hadjipanayis,Psalm Haseley,Raju Kucherlapati,Semin Lee,Eunjung Lee,Lovelace J. Luquette,Harshad S. Mahadeshwar,Angeliki Pantazi,Michael Parfenov,Peter J. Park,Alexei Protopopov,Xiaojia Ren,Netty Santoso,Jonathan G. Seidman,Sahil Seth,Xingzhi Song,Jiabin Tang,Ruibin Xi,Andrew Wei Xu,Lixing Yang,Dong Zeng,J. Todd Auman,Saianand Balu,Elizabeth Buda,Cheng Fan,Katherine A. Hoadley,Corbin D. Jones,Shaowu Meng,Piotr A. Mieczkowski,Joel S. Parker,Charles M. Perou,Jeffrey Roach,Yan Shi,Grace O. Silva,Donghui Tan,Umadevi Veluvolu,Scot Waring,Matthew D. Wilkerson,Junyuan Wu,Wei Zhao,Tom Bodenheimer,D. Neil Hayes,Alan P. Hoyle,Stuart R. Jeffreys,Lisle E. Mose,Janae V. Simons,Mathew G. Soloway,Stephen B. Baylin,Benjamin P. Berman,Moiz S. Bootwalla,Ludmila Danilova,James G. Herman,Toshinori Hinoue,Peter W. Laird,Suhn K. Rhie,Hui Shen,Timothy J. Triche,Daniel J. Weisenberger,Scott L. Carter,Kristian Cibulskis,Lynda Chin,Jianhua Zhang,Gad Getz,Carrie Sougnez,Min Wang,Huyen Dinh,Harshavardhan Doddapaneni,Richard A. Gibbs,Preethi H. Gunaratne,Yi Han,Divya Kalra,Christie Kovar,Lora Lewis,Margaret Morgan,Donna Morton,Donna M. Muzny,Jeffrey G. Reid,Liu Xi,Juok Cho,Daniel DiCara,Scott Frazer,Nils Gehlenborg,David I. Heiman,Jaegil Kim,Michael S. Lawrence,Pei Lin,Yingchun Liu,Michael S. Noble,Petar Stojanov,Doug Voet,Hailei Zhang,Lihua Zou,Chip Stewart,Brady Bernard,Ryan Bressler,Andrea Eakin,Lisa Iype,Theo A. Knijnenburg,Roger Kramer,Richard Kreisberg,Kalle Leinonen,Jake Lin,Yuexin Liu,Michael W. Miller,Sheila Reynolds,Hector Rovira,Ilya Shmulevich,Vesteinn Thorsson,Da Yang,Wei Zhang,Samirkumar B. Amin,Chang-Jiun Wu,Chia Chin Wu,Rehan Akbani,Kenneth Aldape,Keith A. Baggerly,Bradley M. Broom,Tod D. Casasent,James Cleland,Chad J. Creighton,Deepti Dodda,Mary E. Edgerton,Leng Han,Shelley M. Herbrich,Zhenlin Ju,Hoon Kim,Seth P. Lerner,Jun Li,Han Liang,Wen-Bin Liu,Philip L. Lorenzi,Yiling Lu,James M. Melott,Gordon B. Mills,Lam Nhat Nguyen,Xiaoping Su,Roeland Verhaak,Wenyi Wang,John N. Weinstein,Andrew Wong,Yang Yang,Jun Yao,Rong Yao,Kosuke Yoshihara,Yuan Yuan,Alfred K Yung,Nianxiang Zhang,Siyuan Zheng,Michael T. Ryan,David W. Kane,B. Arman Aksoy,Giovanni Ciriello,Gideon Dresdner,Jianjiong Gao,Benjamin Gross,Anders Jacobsen,André Kahles,Marc Ladanyi,William H. Lee,Kjong-Van Lehmann,Martin L. Miller,Ricardo Ramirez,Gunnar Rätsch,Boris Reva,Chris Sander,Nikolaus Schultz,Yasin Senbabaoglu,Ronglai Shen,Rileen Sinha,S. Onur Sumer,Yichao Sun,Barry S. Taylor,Nils Weinhold,Suzanne S. Fei,Paul T. Spellman,Christopher C. Benz,Daniel E. Carlin,Melisssa Cline,Brian Craft,Kyle Ellrott,Mary Goldman,David Haussler,Singer Ma,Sam Ng,Evan O. Paull,Amie Radenbaugh,Sofie R. Salama,Artem Sokolov,Joshua M. Stuart,Teresa Swatloski,Vladislav Uzunangelov,Peter Waltman,Christina Yau,Jing Zhu,Stanley R. Hamilton,Scott Abbott,Rachel Abbott,Nathan D. Dees,Kim D. Delehaunty,Li Ding,David J. Dooling,James M. Eldred,Catrina Fronick,Robert S. Fulton,Lucinda Fulton,Joelle Kalicki-Veizer,Krishna-Latha Kanchi,Cyriac Kandoth,Daniel C. Koboldt,David E. Larson,Timothy J. Ley,Ling Lin,Charles Lu,Vincent Magrini,Elaine R. Mardis,Michael D. McLellan,Joshua F. McMichael,Christopher A. Miller,Michelle O'Laughlin,Craig Pohl,Heather Schmidt,Scott M. Smith,Jason Walker,John W. Wallis,Michael C. Wendl,Richard K. Wilson,Todd Wylie,Qunyuan Zhang,Robert A. Burton,Mark A. Jensen,Ari B. Kahn,Todd Pihl,David Pot,Yunhu Wan,Douglas A. Levine,Aaron D. Black,Jay Bowen,Jessica Frick,Julie M. Gastier-Foster,Hollie A. Harper,Carmen Helsel,Kristen M. Leraas,Tara M. Lichtenberg,Cynthia McAllister,Nilsa C. Ramirez,Samantha Sharpe,Lisa Wise,Erik Zmuda,Stephen J. Chanock,Tanja Davidsen,John A. Demchok,Greg Eley,Ina Felau,Brad Ozenberger,Margi Sheth,Heidi J. Sofia,Louis M. Staudt,Roy Tarnuzzer,Zhining Wang,Liming Yang,Jiashan Zhang,Larsson Omberg,Adam A. Margolin,Benjamin J. Raphael,Fabio Vandin,Hsin-Ta Wu,Mark D.M. Leiserson,Stephen C. Benz,Charles J. Vaske,Houtan Noushmehr,Denise M. Wolf,Laura van 't Veer,Eric A. Collisson,Dimitris Anastassiou,Tai-Hsien Ou Yang,Nuria Lopez-Bigas,Abel Gonzalez-Perez,David Tamborero,Zheng Xia,Wei Li,Dong-Yeon Cho,Teresa M. Przytycka,Mark P. Hamilton,Sean E. McGuire,Sven Nelander,Patrik Johansson,Rebecka Jörnsten,Teresia Kling,Jose Miguel Sanchez,Kenna R. Mills Shaw +337 more
TL;DR: The Cancer Genome Atlas (TCGA) Research Network has profiled and analyzed large numbers of human tumors to discover molecular aberrations at the DNA, RNA, protein and epigenetic levels as mentioned in this paper.
Journal ArticleDOI
Comprehensive molecular profiling of lung adenocarcinoma: The cancer genome atlas research network
Eric A. Collisson,Joshua D. Campbell,Angela N. Brooks,Angela N. Brooks,Alice H. Berger,William Lee,Juliann Chmielecki,David G. Beer,Leslie Cope,Chad J. Creighton,Ludmila Danilova,Li Ding,Gad Getz,Gad Getz,Peter S. Hammerman,D. Neil Hayes,Bryan Hernandez,James G. Herman,John V. Heymach,Igor Jurisica,Raju Kucherlapati,David J. Kwiatkowski,Marc Ladanyi,Gordon Robertson,Nikolaus Schultz,Ronglai Shen,Rileen Sinha,Carrie Sougnez,Ming-Sound Tsao,William D. Travis,John N. Weinstein,Dennis A. Wigle,Matthew D. Wilkerson,Andy Chu,Andrew D. Cherniack,Angela Hadjipanayis,Mara Rosenberg,Daniel J. Weisenberger,Peter W. Laird,Amie Radenbaugh,Singer Ma,Joshua M. Stuart,Lauren Averett Byers,Stephen B. Baylin,Ramaswamy Govindan,Matthew Meyerson,Matthew Meyerson,Stacey Gabriel,Kristian Cibulskis,Jaegil Kim,Chip Stewart,Lee Lichtenstein,Eric S. Lander,Eric S. Lander,Michael S. Lawrence,E. Getz,E. Getz,Robert S. Fulton,Lucinda Fulton,Michael D. McLellan,Richard K. Wilson,Kai Ye,Catrina Fronick,Christopher G. Maher,Christopher A. Miller,Michael C. Wendl,Christopher R. Cabanski,Elaine R. Mardis,David A. Wheeler,Miruna Balasundaram,Yaron S.N. Butterfield,Rebecca Carlsen,Eric Chuah,Noreen Dhalla,Ranabir Guin,Carrie Hirst,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Andrew J. Mungall,Jacqueline E. Schein,Payal Sipahimalani,Angela Tam,Richard Varhol,A. Gordon Robertson,Natasja Wye,Nina Thiessen,Robert A. Holt,Steven J.M. Jones,Marco A. Marra,Marcin Imielinski,Marcin Imielinski,Robert C. Onofrio,Eran Hodis,Travis I. Zack,Elena Helman,Chandra Sekhar Pedamallu,Jill P. Mesirov,Gordon Saksena,Steven E. Schumacher,Scott L. Carter,Levi A. Garraway,Levi A. Garraway,Rameen Beroukhim,Rameen Beroukhim,Semin Lee,Harshad S. Mahadeshwar,Angeliki Pantazi,Angeliki Pantazi,Alexei Protopopov,Xiaojia Ren,Sahil Seth,Xingzhi Song,Jiabin Tang,Lixing Yang,Jianhua Zhang,Peng Chieh Chen,Michael Parfenov,Andrew Wei Xu,Netty Santoso,Lynda Chin,Peter J. Park,Katherine A. Hoadley,J. Todd Auman,Shaowu Meng,Yan Shi,Elizabeth Buda,Scot Waring,Umadevi Veluvolu,Donghui Tan,Piotr A. Mieczkowski,Corbin D. Jones,Janae V. Simons,Matthew G. Soloway,Tom Bodenheimer,Stuart R. Jefferys,Jeffrey Roach,Alan P. Hoyle,Junyuan Wu,Saianand Balu,Darshan Singh,Jan F. Prins,James Stephen Marron,Joel S. Parker,Charles M. Perou,Jinze Liu,Dennis T. Maglinte,Philip H. Lai,Moiz S. Bootwalla,David Van Den Berg,Timothy J. Triche,Juok Cho,Daniel DiCara,David I. Heiman,Pei Lin,William Mallard,Douglas Voet,Hailei Zhang,Lihua Zou,Michael S. Noble,Nils Gehlenborg,Helga Thorvaldsdottir,Marc Danie Nazaire,James T. Robinson,B. Arman Aksoy,Giovanni Ciriello,Barry S. Taylor,Gideon Dresdner,Jianjiong Gao,Benjamin Gross,Venkatraman E. Seshan,Boris Reva,S. Onur Sumer,Nils Weinhold,Chris Sander,Sam Ng,Jingchun Zhu,Christopher C. Benz,Christina Yau,David Haussler,Paul T. Spellman,Patrick K. Kimes,Bradley M. Broom,Jing Wang,Yiling Lu,Patrick Kwok Shing Ng,Lixia Diao,Wenbin Liu,Christopher I. Amos,Rehan Akbani,Gordon B. Mills,Erin Curley,Joseph Paulauskis,Kevin Lau,Scott Morris,Troy Shelton,David Mallery,Johanna Gardner,Robert Penny,Charles Saller,Katherine Tarvin,William G. Richards,Robert J. Cerfolio,Ayesha S. Bryant,Daniel P. Raymond,Nathan A. Pennell,Carol Farver,Christine Czerwinski,Lori Huelsenbeck-Dill,Mary Iacocca,Nicholas J. Petrelli,Brenda Rabeno,Jennifer Brown,Thomas L. Bauer,Cureline Oleg Dolzhanskiy,Olga Potapova,D L Rotin,Olga Voronina,Elena Nemirovich-Danchenko,Konstantin V. Fedosenko,Anthony A. Gal,Madhusmita Behera,Suresh S. Ramalingam,Gabriel Sica,Douglas B. Flieder,Jeff Boyd,Jo Ellen Weaver,Bernard Kohl,Dang Huy Quoc Thinh,George E. Sandusky,Hartmut Juhl,Edwina Duhig,Peter B. Illei,Edward Gabrielson,James Shin,Beverly Lee,Kristen Rogers,Dante Trusty,Malcolm V. Brock,Christina Williamson,Eric J. Burks,Kimberly M. Rieger-Christ,Antonia H. Holway,Travis Sullivan,Michael K. Asiedu,Farhad Kosari,Natasha Rekhtman,Maureen F. Zakowski,Valerie W. Rusch,Paul Zippile,James Suh,Harvey I. Pass,Chandra Goparaju,Yvonne Owusu-Sarpong,John M. S. Bartlett,Sugy Kodeeswaran,Jeremy Parfitt,Harmanjatinder S. Sekhon,Monique Albert,John Eckman,Jerome Myers,Carl Morrison,Carmelo Gaudioso,Jeffrey A. Borgia,Philip Bonomi,Mark Pool,Michael J. Liptay,Fedor Moiseenko,Irina Zaytseva,Hendrik Dienemann,Michael Meister,Philipp A. Schnabel,Thomas Muley,Martin Peifer,Carmen Gomez-Fernandez,Lynn M. Herbert,Sophie C. Egea,Mei Huang,Leigh B. Thorne,Lori Boice,Ashley H. Salazar,William K. Funkhouser,W. Kimryn Rathmell,Rajiv Dhir,Samuel A. Yousem,Sanja Dacic,Frank Schneider,Jill M. Siegfried,Richard A. Hajek,Mark A. Watson,Sandra McDonald,Bryan F. Meyers,Belinda E. Clarke,Ian A. Yang,Kwun M. Fong,Lindy Hunter,Morgan Windsor,Rayleen V. Bowman,Solange Peters,Igor Letovanec,Khurram Z. Khan,Mark A. Jensen,Eric E. Snyder,Deepak Srinivasan,Ari B. Kahn,Julien Baboud,David Pot,Kenna R. Mills Shaw,Margi Sheth,Tanja Davidsen,John A. Demchok,Liming Yang,Zhining Wang,Roy Tarnuzzer,Jean C. Zenklusen,Bradley A. Ozenberger,Heidi J. Sofia,Richard T. Cheney +318 more
TL;DR: In this paper, the authors report molecular profiling of 230 resected lung adnocarcinomas using messenger RNA, microRNA and DNA sequencing integrated with copy number, methylation and proteomic analyses.
Journal ArticleDOI
Comprehensive genomic characterization of squamous cell lung cancers
Peter S. Hammerman,Doug Voet,Michael S. Lawrence,Douglas Voet,Rui Jing,Kristian Cibulskis,Andrey Sivachenko,Petar Stojanov,Aaron McKenna,Eric S. Lander,Eric S. Lander,Stacey Gabriel,Gad Getz,Marcin Imielinski,Elena Helman,Bryan Hernandez,Nam Pho,Matthew Meyerson,Andy Chu,Jung E. Hye-Chun,Andrew J. Mungall,Erin Pleasance,A. Gordon Robertson,Payal Sipahimalani,Dominik Stoll,Miruna Balasundaram,Inanc Birol,Yaron S.N. Butterfield,Eric Chuah,Robin J.N. Coope,Richard Corbett,Noreen Dhalla,Ranabir Guin,An He,Carrie Hirst,Martin Hirst,Robert A. Holt,Darlene Lee,Haiyan I. Li,Michael Mayo,Richard A. Moore,Karen Mungall,Ka Ming Nip,Adam B. Olshen,Jacqueline E. Schein,Jared R. Slobodan,Angela Tam,Nina Thiessen,Richard Varhol,Thomas Zeng,Yongjun Zhao,Steven J.M. Jones,Marco A. Marra,Gordon Saksena,Andrew D. Cherniack,Stephen E. Schumacher,Barbara Tabak,Scott L. Carter,Huy V. Nguyen,Robert C. Onofrio,Andrew Crenshaw,Kristin G. Ardlie,Rameen Beroukhim,Wendy Winckler,Alexei Protopopov,Alexei Protopopov,Jianhua Zhang,Jianhua Zhang,Angela Hadjipanayis,Semin Lee,Ruibin Xi,Lixing Yang,Xiaojia Ren,Hailei Zhang,Sachet A. Shukla,Peng Chieh Chen,Psalm Haseley,Eunjung Lee,Lynda Chin,Lynda Chin,Peter J. Park,Raju Kucherlapati,Nicholas D. Socci,Yupu Liang,Nikolaus Schultz,Laetitia Borsu,Alex E. Lash,Agnes Viale,Chris Sander,Marc Ladanyi,J. Todd Auman,Katherine A. Hoadley,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,Joshua M. Stuart,Lisle E. Mose,Stuart R. Jefferys,Saianand Balu,Brian O'Connor,Derek Y. Chiang,Jinze Liu,Derek Y. Chiang,D. Neil Hayes,Charles M. Perou,Leslie Cope,Daniel J. Weisenberger,Ludmila Danilova,Daniel J. Weisenberger,Dennis T. Maglinte,Fei Pan,David Van Den Berg,Timothy J. Triche,James G. Herman,Stephen B. Baylin,Peter W. Laird,Michael S. Noble,Nils Gehlenborg,Daniel DiCara,Jinhua Zhang,Jinhua Zhang,Chang-Jiun Wu,Chang-Jiun Wu,Spring Yingchun Liu,Lihua Zou,Pei Lin,Juok Cho,Marc Danie Nazaire,James A. Robinson,Helga Thorvaldsdottir,Jill P. Mesirov,Rileen Sinha,Giovanni Ciriello,Ethan Cerami,Benjamin Gross,Anders Jacobsen,Jianjiong Gao,B. Arman Aksoy,Nils Weinhold,Ricardo Ramirez,Barry S. Taylor,Yevgeniy Antipin,Boris Reva,Qianxing Mo,Venkatraman E. Seshan,Paul K. Paik,Rehan Akbani,Nianxiang Zhang,Bradley M. Broom,Tod D. Casasent,Anna K. Unruh,Chris Wakefield,R. Craig Cason,Keith A. Baggerly,John N. Weinstein,David Haussler,Christopher C. Benz,Joshua M. Stuart,Jingchun Zhu,Christopher Szeto,Gary K. Scott,Christina Yau,Sam Ng,Theodore C. Goldstein,Peter Waltman,Artem Sokolov,Eric A. Collisson,Kyle Ellrott,Collisson E,Daniel R. Zerbino,Singer Ma,Brian Craft,Ying Du,Christopher R. Cabanski,Vonn Walter,James Stephen Marron,Yufeng Liu,Kai Wang,Jan F. Prins,Chad J. Creighton,Yiqun Zhang,William D. Travis,Natasha Rekhtman,Joanne Yi,Marie Christine Aubry,Richard T. Cheney,Sanja Dacic,Douglas B. Flieder,William K. Funkhouser,Peter B. Illei,Jerome Myers,Ming-Sound Tsao,Robert Penny,David Mallery,Troy Shelton,Martha Hatfield,Scott Morris,Peggy Yena,Candace Shelton,Mark Sherman,Joseph Paulauskis,Ramaswamy Govindan,Ijeoma Azodo,David G. Beer,Ron Bose,Lauren Averett Byers,David P. Carbone,Li-Wei Chang,Elizabeth Chun,Li Ding,John V. Heymach,Cristiane M. Ida,Bruce E. Johnson,Igor Jurisica,Jacob M. Kaufman,Farhad Kosari,David J. Kwiatkowski,Christopher G. Maher,William Pao,Martin Peifer,Martin Peifer,Gordon Robertson,Valerie W. Rusch,Jill M. Siegfried,Carrie Sougnez,Roman K. Thomas,Roman K. Thomas,Sandra C. Tomaszek,Charles J. Vaske,David A. Wheeler,Dennis A. Wigle,Christopher Wilks,Christopher Wilks,Jianjua John Zhang,Jianjua John Zhang,Mark A. Jensen,Robert Sfeir,Ari B. Kahn,Anna L. Chu,Prachi Kothiyal,Zhining Wang,Eric E. Snyder,Joan Pontius,Todd Pihl,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,John M. Greene,David Pot,Bizhan Bandarchi-Chamkhaleh,Jeff Boyd,JoEllen Weaver,Ijeoma A. Azodo,Sandra C. Tomaszek,Ping Yang,Malcolm V. Brock,Kristen Rogers,Marian Rutledge,Travis Brown,Beverly Lee,James Shin,Dante Trusty,Rajiv Dhir,Jill M. Siegfried,Olga Potapova,Konstantin V. Fedosenko,Maureen F. Zakowski,Elena Nemirovich-Danchenko,Mary Iacocca,Jennifer Brown,Brenda Rabeno,Christine Czerwinski,Nicholas J. Petrelli,Zhen Fan,Nicole Todaro,John Eckman,W. Kimryn Rathmell,Leigh B. Thorne,Mei Huang,Lori Boice,Ashley Hill,Erin Curley,Carl Morrison,Carmelo Gaudioso,John M. S. Bartlett,Sugy Kodeeswaran,Brent W. Zanke,Harman Sekhon,Kerstin David,Hartmut Juhl,Xuan Van Le,Bernard Kohl,Richard Thorp,Nguyen Viet Tien,Nguyen Van Bang,Howard H. Sussman,Bui Duc Phu,Richard A. Hajek,Nguyen Phi Hung,Khurram Z. Khan,Thomas Muley,Kenna R. Mills Shaw,Margi Sheth,Liming Yang,John A. Demchok,Tanja Davidsen,Kenneth H. Buetow,Greg Eley,Martin L. Ferguson,Laura A.L. Dillon,Carl F. Schaefer,Mark S. Guyer,Bradley A. Ozenberger,Jacqueline D. Palchik,Jane Peterson,Heidi J. Sofia,Elizabeth J. Thomson,Bruce E. Johnson,Ronglai Shen +345 more
TL;DR: It is shown that the tumour type is characterized by complex genomic alterations, with a mean of 360 exonic mutations, 165 genomic rearrangements, and 323 segments of copy number alteration per tumour.