49 research outputs found
Pan-Cancer Analysis of lncRNA Regulation Supports Their Targeting of Cancer Genes in Each Tumor Context
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chatterjee Sujash S.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Chen Ting-Wen
- Cheng Feixiong
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Chiu Hua-Sheng
- Cho Juok
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhir Rajiv
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Ghossein Ronald
- Giama Nasra
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Eryn M.
- Gonzalez Ana Maria Angulo
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Gunaratne Preethi H.
- Guo Charles
- Ha Gavin
- Haddad Andrea
- Hagedorn Curt H.
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kvecher Leonid
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nissan Moriah G.
- Noble Michael S.
- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Pan Yinghong
- Parfitt Jeremy
- Park Joong-Won
- Parker Joel S.
- Pass Harvey
- Patel Ektaben
- Patel Tushar
- Patil Sagar L.
- Paulauskis Joseph
- Pennell Nathan A.
- Penny Robert
- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pihl Todd
- Pilarski Robert
- Pinero Edna M. Mora
- Pinto Peter A.
- Pirtac Maria
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Saksena Gordon
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shriver Craig D.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C. S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Singh Vivek P.
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Somvanshi Sonal
- Sood Anil
- Sood Anil K.
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Jonathan
- Stuart Joshua M.
- Su Tao
- Sumazin Pavel
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Vandenberg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhou Wanding
- Zmuda Erik
- Zorman Barry
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Long noncoding RNAs (lncRNAs) are commonly dys-regulated in tumors, but only a handful are known toplay pathophysiological roles in cancer. We inferredlncRNAs that dysregulate cancer pathways, onco-genes, and tumor suppressors (cancer genes) bymodeling their effects on the activity of transcriptionfactors, RNA-binding proteins, and microRNAs in5,185 TCGA tumors and 1,019 ENCODE assays.Our predictions included hundreds of candidateonco- and tumor-suppressor lncRNAs (cancerlncRNAs) whose somatic alterations account for thedysregulation of dozens of cancer genes and path-ways in each of 14 tumor contexts. To demonstrateproof of concept, we showed that perturbations tar-geting OIP5-AS1 (an inferred tumor suppressor) andTUG1 and WT1-AS (inferred onco-lncRNAs) dysre-gulated cancer genes and altered proliferation ofbreast and gynecologic cancer cells. Our analysis in-dicates that, although most lncRNAs are dysregu-lated in a tumor-specific manner, some, includingOIP5-AS1, TUG1, NEAT1, MEG3, and TSIX, synergis-tically dysregulate cancer pathways in multiple tumorcontexts
Pan-cancer Alterations of the MYC Oncogene and Its Proximal Network across the Cancer Genome Atlas
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Angulo Gonzalez Ana Maria
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Ayer Donald E.
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Cheng Feixiong
- Cherniack Andrew D.
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Cho Juok
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhankani Varsha
- Dhir Rajiv
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Eisenman Robert N.
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Ghossein Ronald
- Giama Nasra
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Eryn M.
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grandori Carla
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Guo Charles
- Ha Gavin
- Haddad Andrea
- Hagedorn Curt H.
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hurlin Peter J.
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kvecher Leonid
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Mora Pinero Edna M.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nissan Moriah G.
- Noble Michael S.
- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Parfitt Jeremy
- Park Joong-Won
- Parker Joel S.
- Pass Harvey
- Patel Tushar
- Paulauskis Joseph
- Pennell Nathan A.
- Penny Robert
- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pihl Todd
- Pilarski Robert
- Pinto Peter A.
- Pirtac Maria
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Richardson Anne B.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Saksena Gordon
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schaub Franz X.
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shaw Reid
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shriver Craig D.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C. S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Jonathan
- Stuart Joshua M.
- Su Tao
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Trivedi Mihir
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Vandenberg Scott
- Veluvolu Umadevi
- Ventura Andrea
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhang Xiaoyang
- Zhao Fengmei
- Zhao Wei
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Although theMYConcogene has been implicated incancer, a systematic assessment of alterations ofMYC, related transcription factors, and co-regulatoryproteins, forming the proximal MYC network (PMN),across human cancers is lacking. Using computa-tional approaches, we define genomic and proteo-mic features associated with MYC and the PMNacross the 33 cancers of The Cancer Genome Atlas.Pan-cancer, 28% of all samples had at least one ofthe MYC paralogs amplified. In contrast, the MYCantagonists MGA and MNT were the most frequentlymutated or deleted members, proposing a roleas tumor suppressors.MYCalterations were mutu-ally exclusive withPIK3CA,PTEN,APC,orBRAFalterations, suggesting that MYC is a distinct onco-genic driver. Expression analysis revealed MYC-associated pathways in tumor subtypes, such asimmune response and growth factor signaling; chro-matin, translation, and DNA replication/repair wereconserved pan-cancer. This analysis reveals insightsinto MYC biology and is a reference for biomarkersand therapeutics for cancers with alterations ofMYC or the PMN
Genomic, Pathway Network, and Immunologic Features Distinguishing Squamous Carcinomas
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brennan Kevin
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Bullman Susan
- Burnette Andrew
- Byers Lauren Averett
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campbell Joshua D.
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Chen Jianhong
- Chen Ting-Wen
- Chen Zhong
- Cheng Feixiong
- Cheng Hui
- Cherniack Andrew D.
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Chiu Hua-Sheng
- Cho Juok
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Coarfa Cristian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhir Rajiv
- Diao Lixia
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Larry
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drill Esther
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flores Elsa R.
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Gay Carl M.
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Gevaert Olivier
- Ghossein Ronald
- Giama Nasra
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Eryn M.
- Gonzalez Ana Maria Angulo
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Gunaratne Preethi
- Guo Charles
- Ha Gavin
- Haddad Andrea
- Hagedorn Curt H.
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Hoadley Katherine A.
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kvecher Leonid
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Wencai
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mungall Karen L.
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nissan Moriah G.
- Noble Michael S.
- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Ojesina Akinyemi I.
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Parfitt Jeremy
- Park Joong-Won
- Parker Joel S.
- Pass Harvey
- Patel Tushar
- Paulauskis Joseph
- Pedamallu Chandra Sekhar
- Pennell Nathan A.
- Penny Robert
- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pickering Curtis R.
- Pihl Todd
- Pilarski Robert
- Pinero Edna M. Mora
- Pinto Peter A.
- Pirtac Maria
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Prunello Marcos
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rader Janet S.
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Rustgi Anil K.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Sadeghi Sara
- Saksena Gordon
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Andre
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Shen Hui
- Shen Ronglei
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shriver Craig D.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C. S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Onathan
- Stuart Joshua M.
- Stuart Joshua M.
- Su Tao
- Sumazin Pavel
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Alison M.
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsai Kenneth Y.
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Van Waes Carter
- Vandenberg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Walter Vonn
- Wan Yunhu
- Wang Chen
- Wang Jing
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yau Christina
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhou Jane H.
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
This integrated, multiplatform PanCancer Atlas study co-mapped and identified distinguishing
molecular features of squamous cell carcinomas (SCCs) from five sites associated with smokin
Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Batiste Rebecca
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Cheng Feixiong
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Cho Juok
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhir Rajiv
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Ghossein Ronald
- Giama Nasra
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Eryn M.
- Gonzalez Ana Maria Angulo
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Guo Charles
- Gupta Rajarsi
- Ha Gavin
- Haddad Andrea
- Hagedorn Curt H.
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Hou Le
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kurc Tahsin
- Kvecher Leonid
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nguyen Vu
- Nissan Moriah G.
- Noble Michael S.
- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Parfitt Jeremy
- Park Joong-Won
- Parker Joel S.
- Pass Harvey
- Patel Tushar
- Paulauskis Joseph
- Pennell Nathan A.
- Penny Robert
- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pihl Todd
- Pilarski Robert
- Pinero Edna M. Mora
- Pinto Peter A.
- Pirtac Maria
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rao Arvind U. K.
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Saksena Gordon
- Saltz Joel
- Samaras Dimitris
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharma Ashish
- Sharp Alexis
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shmulevich Ilya
- Shriver Craig D.
- Shroyer Kenneth R.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C. S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Pankaj
- Singh Rosy
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Onathan
- Stuart Joshua M.
- Su Tao
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Thorsson Vésteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Arnam John
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Vandenberg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhao Tianhao
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Beyond sample curation and basic pathologic characterization, the digitized H&E-stained images
of TCGA samples remain underutilized. To highlight this resource, we present mappings of tumorinfiltrating lymphocytes (TILs) based on H&E images from 13 TCGA tumor types. These TIL
maps are derived through computational staining using a convolutional neural network trained to
classify patches of images. Affinity propagation revealed local spatial structure in TIL patterns and
correlation with overall survival. TIL map structural patterns were grouped using standard
histopathological parameters. These patterns are enriched in particular T cell subpopulations
derived from molecular measures. TIL densities and spatial structure were differentially enriched
among tumor types, immune subtypes, and tumor molecular subtypes, implying that spatial
infiltrate state could reflect particular tumor cell aberration states. Obtaining spatial lymphocytic
patterns linked to the rich genomic characterization of TCGA samples demonstrates one use for
the TCGA image archives with insights into the tumor-immune microenvironment
Integrated Genomic Analysis of the Ubiquitin Pathway across Cancer Types
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Chen Hu
- Chen Zhongyuan
- Cheng Feixiong
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Cho Juok
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhir Rajiv
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Ge Zhongqi
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Ghossein Ronald
- Giama Nasra
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Eryn M.
- Gonzalez Ana Maria Angulo
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Guo Charles
- Ha Gavin
- Haddad Andrea
- Hagedorn Curt H.
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hu Hai
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kvecher Leonid
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leighton Jake S.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Jun
- Li Wei
- Liang Han
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Jianfang
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Li
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nissan Moriah G.
- Noble Michael S.
- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Parfitt Jeremy
- Park Joong-Won
- Parker Joel S.
- Pass Harvey
- Patel Tushar
- Paulauskis Joseph
- Peng Xinxin
- Pennell Nathan A.
- Penny Robert
- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pihl Todd
- Pilarski Robert
- Pinero Edna M. Mora
- Pinto Peter A.
- Pirtac Maria
- Piwnica-Worms Helen
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Saksena Gordon
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shriver Craig D.
- Shriver Craig D.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C. S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Jonathan
- Stuart Joshua M.
- Su Tao
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Sun Yutong
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Vandenberg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Yumeng
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yao Fan
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Huiwen
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Protein ubiquitination is a dynamic and reversibleprocess of adding single ubiquitin molecules orvarious ubiquitin chains to target proteins. Here,using multidimensional omic data of 9,125 tumorsamples across 33 cancer types from The CancerGenome Atlas, we perform comprehensive molecu-lar characterization of 929 ubiquitin-related genesand 95 deubiquitinase genes. Among them, we sys-tematically identify top somatic driver candidates,including mutatedFBXW7with cancer-type-specificpatterns and amplifiedMDM2showing a mutuallyexclusive pattern withBRAFmutations. Ubiquitinpathway genes tend to be upregulated in cancermediated by diverse mechanisms. By integratingpan-cancer multiomic data, we identify a group oftumor samples that exhibit worse prognosis. Thesesamples are consistently associated with the upre-gulation of cell-cycle and DNA repair pathways, char-acterized by mutatedTP53,MYC/TERTamplifica-tion, andAPC/PTENdeletion. Our analysishighlights the importance of the ubiquitin pathwayin cancer development and lays a foundation fordeveloping relevant therapeutic strategies
The Cancer Genome Atlas Comprehensive Molecular Characterization of Renal Cell Carcinoma
- Author
- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Bottaro Donald P.
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
- Cernat Mircea
- Chabot John
- Chakravarty Debyani
- Chambwe Nyasha
- Chan June M.
- Chan Timothy A.
- Chandan Vishal
- Chang Kyle
- Chatila Walid K.
- Chemencedji Inga
- Chen Amy
- Chen Chu
- Cheng Feixiong
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Cho Juok
- Choueiri Toni K.
- Chuah Eric
- Chudamani Sudha
- Chung Ki
- Cibulskis Carrie
- Clipca Adrian
- Colman Howard
- Cope Leslie
- Copland John A.
- Corcoran Niall
- Cordes Matthew G.
- Costello Tony
- Cottingham Sandra
- Couce Marta
- Covington Kyle
- Crain Daniel
- Cramer Daniel
- Creaney Jenette
- Creighton Chad J.
- Cuppini Lucia
- Curley Erin
- Cuzzubbo Stefania
- Czerniak Bogdan
- Danilova Ludmila
- Davis Amy
- de Bruijn Ino
- de Carvalho Ana C.
- De Cubas Aguirre A.
- de Krijger Ronald
- De Rienzo Assunta
- De Rose Agostino
- Defreitas Timothy
- Delman Keith
- Demchok John A.
- Desjardins Laurence
- Devine Karen
- Deyarmin Brenda
- Dhalla Noreen
- Dhanasekaran Renumathy
- Dhankani Varsha
- Dhir Rajiv
- Dimeco Francesco
- Ding Li
- Dinh Huyen
- Dinkin Mikhail
- Dipersio John
- Disaia Philip
- Doddapaneni Harshavardhan
- Donehower Lawrence A.
- Doruc Serghei
- Dos Santos Jose Sebastião
- Dottino Peter R.
- Drake Bettina
- Drummond Jennifer
- Drwiega Paul
- Dubina Michael
- Duell Rebecca
- Duffy Elizabeth R.
- Eckman John
- Edenfield W. Jeffrey
- Eijckenboom Wil
- Elder J. Bradley
- Engel Jay
- Eschbacher Jennifer
- Esmaeli Bita
- Evason Kimberley
- Facciolo Francesco
- Fan Cheng
- Fan Huihui
- Fan Huihui
- Fantacone-Campbell J. Leigh
- Farnell Michael
- Farver Carol
- Fassnacht Martin
- Fehrenbach Ashley
- Felau Ina
- Feldman Michael
- Feltmate Colleen
- Ferguson Martin L.
- Finocchiaro Gaetano
- Flotte Thomas
- Fong Kwun M.
- Force Seth
- Forgie Ian
- Frazer Scott
- Fregnani José H.
- Fronick Catrina C.
- Fujimoto Junya
- Fulop Jordonna
- Fulton Lucinda A.
- Fulton Robert S.
- Gabra Hani
- Gabriel Stacey B.
- Galbraith Joseph
- Gao Galen F.
- Gao Jianjiong
- Gardner Johanna
- Gastier-Foster Julie M.
- Gaudio Eugenio
- Gehlenborg Nils
- Gerken Mark
- Gershenwald Jeffrey
- Getz Gad
- Ghossein Ronald
- Giama Nasra
- Gibb Ewan A.
- Gibbs Richard A.
- Gibbs Richard A.
- Gilbert Sebastien
- Gillis Ad
- Gimenez-Roqueplo Anne-Paule
- Giné Eva
- Giordano Thomas
- Girard Nicolas
- Giuliante Felice
- Glenn Pat
- Glenn Robert
- Godwin Andrew K.
- Godwin Andrew K.
- Godwin Eryn M.
- Gonzalez Ana Maria Angulo
- Goodman Marc
- Gopalan Anuradha
- Goparaju Chandra
- Gorincioi Ghenadie
- Govindan Ramaswamy
- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
- Guo Charles
- Ha Gavin
- Haake Scott
- Haddad Andrea
- Hagedorn Curt H.
- Hakimi A. Ari
- Hale Walker
- Han Yi
- Hanh Phan Thi
- Hansen Paul
- Harr Jodi
- Hartmann Arndt
- Haydu Lauren
- Hayes D. Neil
- Hayward Nicholas
- Heath Sharon
- Hegde Apurva M.
- Heiman David I.
- Heins Zachary J.
- Henderson Joel
- Henske Elizabeth P.
- Hermes Beth
- Hernandez Brenda
- Herold-Mende Christel
- Hersey Peter
- Hess Julian
- Hibshoosh Hanina
- Hilty Joe
- Hinoue Toshinori
- Ho Thai
- Ho Thai H.
- Hoadley Katherine A.
- Holt Robert
- Hooke Jeffrey A.
- Hoon Dave
- Horowitz Neil
- Houck John
- Hovens Christopher
- Hoyle Alan P.
- Hsieh James J.
- Hu Hai
- Hu Jianhong
- Huland Hartwig
- Hung Nguyen Phi
- Huntsman David
- Hutter Carolyn M.
- Iacocca Mary
- Ittmann Michael
- Jacobus Laura
- Jakrot Valerie
- Janssen Klaus-Peter
- Jefferys Stuart R.
- Jimeno Antonio
- Jones Corbin D.
- Jones Steven J. M.
- Ju Zhenlin
- Juhl Hartmut
- Jungk Christin
- Junker Kerstin
- Kakavand Hojabr
- Kalkanis Steven
- Kanchi Rupa S.
- Kanchi Rupa S.
- Kandoth Cyriac
- Kang Koo Jeong
- Karlan Beth Y.
- Kasaian Katayoon
- Kasapi Melpomeni
- Kastl Alison
- Kebebew Electron
- Kefford Richard
- Kelley Robin K.
- Kemp Rafael
- Kendall Sara
- Kendler Ady
- Kendrick Michael
- Khuri Fadlo
- Kibel Adam
- Kim Jaegil
- Kim William T.
- Knijnenburg Theo
- Knudson Michael
- Knutson Tina
- Kocher Jean-Pierre
- Kohl Bernard
- Kopp Karla
- Korchina Viktoriya
- Korkut Anil
- Korpershoek Esther
- Korst Robert
- Kovatich Albert J.
- Kramer Roger
- Krishnan Bhavani
- Kucherlapati Melanie H.
- Kucherlapati Raju S.
- Kumar Bahavna
- Kundra Ritika
- Kvecher Leonid
- Kwaitkowski David J.
- Kycler Witold
- La Konnor
- Lacombe Louis
- Ladanyi Marc
- Lai Phillip H.
- Laird Peter W.
- Landen Charles N.
- Landrum Lisa
- Lang James
- Lang Martin
- Larson Caroline
- Latour Mathieu
- Lau Kevin
- Lawrence Michael S.
- Lazar Alexander J.
- Le Xuan
- Lechan Ronald
- Lee Darlene
- Lee Jung Il
- Lee Kenneth
- Lee Sandra
- Lehman Norman L.
- Leinonen Kalle
- Leraas Kristen M.
- Levine Douglas A.
- Lewis Lora
- Ley Timothy
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Pei
- Linehan W. Marston
- Linehan W. Marston
- Ling Shiyun
- Lipp Eric
- Liptay Michael J.
- Liu Jia
- Liu Wenbin
- Liu Xiuping
- Liu Yuexin
- Logothetis Christopher
- Lohavanichbutr Pawadee
- Lolla Laxmi
- Long Georgina
- Longatto-Filho Adhemar
- Looijenga Leendert
- Lu Yiling
- Lui Wembin
- Luketich James
- Luna Augustin
- Lyadov Vladimir
- Ma Deqin
- Ma Yussanne
- Madan Rashna
- Maglinte Dennis T.
- Magliocca Kelly
- Maithel Shishir
- Mallery David
- Malykh Andrei
- Mandt Randy
- Manikhas George
- Mann Graham
- Mannel Robert
- Mannelli Massimo
- Mardis Elaine R.
- Mariamidze Armaz
- Mariani Odette
- Marino Mirella
- Marks Jeffrey
- Marra Marco A.
- Martignetti John A.
- Martin Julie
- Mattei Luca
- Mayo Michael
- Mccall Shannon
- Mcgraw Mary
- Mckercher Ginette
- Mclellan Michael D.
- Mclendon Roger
- Mcpherson Christopher
- Meier Sam
- Melamed Jonathan
- Meng Shaowu
- Meric-Bernstam Funda
- Merino Maria J.
- Merola Roberta
- Mes-Masson Anne-Marie
- Metwalli Adam R.
- Meyerson Matthew
- Mieczkowski Piotr A.
- Mikkelsen Tom
- Milhem Mohammed
- Miller Christopher A.
- Miller Judy
- Miller Michael
- Mills Gordon B.
- Mills Gordon B.
- Mirsaidi Cyrus
- Moiseenko Fedor
- Moncrieff Marc
- Moore Kathleen
- Moore Richard A.
- Moran Cesar
- Morgan Margaret
- Morris Scott
- Morrison Carl
- Morton Donna
- Mose Lisle E.
- Moser Catherine
- Moxley Katherine
- Moyer Jeffey
- Mungall Andrew J.
- Mungall Karen
- Mura Sergiu
- Mural Richard J.
- Murawa Dawid
- Muto Michael
- Muzny Donna
- Myers Jerome
- Myers Jerome
- Nagorney David
- Nair Praveen
- Naresh Rashi
- Naska Theresa
- Nelson Mark
- Ng Kwok-Shing
- Nguyen Phuong
- Nickerson Michael L.
- Nissan Moriah G.
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- Noss Ardene
- Noushmehr Houtan
- O'Brien Daniel
- O'Neill Brian Patrick
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- Pacak Karel
- Paklina Oxana
- Parfitt Jeremy
- Park Joong-Won
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- Pass Harvey
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- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
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- Pihl Todd
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- Pinto Peter A.
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- Quintero-Aguilo Mario
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- Rathmell W. Kimryn
- Rathmell W. Kimryn
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- Reuter Victor
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- Saad Fred
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- Schiffman Mark
- Schilero Cathy
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- Schmidt Heather K.
- Schmidt Laura S.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shelley C. Simon
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
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- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Sipahimalani Payal
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- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Christof C.
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spellman Paul T.
- Spillane Andrew
- Srinivasan Ramaprasad
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Onathan
- Stuart Joshua M.
- Su Tao
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- Vandenberg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vincent Benjamin G.
- Vocke Cathy D.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yang Lixing
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
The Comet Interceptor Mission
- Author
- Agarwal Jessica
- Aleksiejuk Konrad
- Alvarez Fernando
- Amoros Carine
- André Nicolas
- Aslam Shahid
- Atamaniuk Barbara
- Attree Nicholas
- Auster Uli
- Bagnulo Stefano
- Bannister Michele
- Baran Jędrzej
- Barciński Tomasz
- Beck Thomas
- Behnke Thomas
- Berglund Martin
- Bertini Ivano
- Beth Arnaud
- Bieda Marcin
- Binczyk Piotr
- Bowles Neil
- Busch Martin-Diego
- Cacovean Andrei
- Capria Maria Teresa
- Carr Chris
- Castro Marín José María
- Ceriotti Matteo
- Chioetto Paolo
- Chuchra-Konrad Agata
- Coates Andrew
- Cocola Lorenzo
- Colangeli Luigi
- Colin Fabrice
- Corral van Damme Carlos
- Crews Chiaki
- Cripps Victoria
- Cupido Emanuele
- Da Deppo Vania
- Dassatti Alberto
- Davidsson Björn J. R.
- De Keyser Johan
- De Roche Thierry
- Deca Jan
- Del Togno Simone
- Della Corte Vincenzo
- Dhooghe Frederik
- Donaldson Hanna Kerri
- Edberg Niklas
- El-Maarry Mohamed Ramy
- Eriksson Anders
- Faggi Sara
- Fedorov Andrey
- Fernández-Valenzuela Estela
- Ferretti Stefano
- Floriot Johan
- Frassetto Fabio
- Fredriksson Jesper
- Fulle Marco
- Funase Ryu
- Galand Marina
- Garnier Philippe
- Gaweł Dorota
- Gerber Thomas
- Glassmeier Karl-Heinz
- Goetz Charlotte
- Granvik Mikael
- Grison Benjamin
- Groussin Olivier
- Guilbert-Lepoutre Aurélie
- Gunell Herbert
- Génot Vincent
- Hachemi Tedjani
- Hagen Christian
- Hajra Rajkumar
- Harada Yuki
- Hasiba Johann
- Haslebacher Nico
- Henri Pierre
- Herranz De La Revilla Miguel Luis
- Hestroffer Daniel
- Hewagama Tilak
- Holt Carrie
- Hviid Stubbe
- Iakubivskyi Iaroslav
- Inno Laura
- Irwin Patrick
- Ivanovski Stavro
- Jansky Jiri
- Jernej Irmgard
- Jeszenszky Harald
- Ji Hantao
- Jimenéz Jaime
- Jones Geraint H.
- Jorda Laurent
- Kama Mihkel
- Kameda Shingo
- Kasahara Satoshi
- Kawakita Hideyo
- Kelley Michael S. P.
- Kereszturi Akos
- Kidger Mark
- Klepacki Kamil
- Knight Matthew
- Kohout Tomáš
- Kojima Hirotsugu
- Kokotanekova Rosita
- Kolmasova Ivana
- Kossacki Konrad
- Kowalski Tomasz
- Kuwabara Masaki
- Kwon Yuna
- Kührt Ekkehard
- Küppers Michael
- La Forgia Fiorangela
- Ladno Michal
- Laky Gunter
- Lammer Helmut
- Lan Radek
- Lara Luisa M.
- Lavraud Benoit
- Lazzarin Monica
- Le Duff Olivier
- Lee Qiu-Mei
- Lesniak Cezary
- Levasseur-Regourd Anny-Chantal
- Lewis Zoe
- Lin Zhong-Yi
- Lippi Manuela
- Lister Tim
- Longobardo Andrea
- Lowry Stephen C.
- Magnes Werner
- Markkanen Johannes
- Marschall Raphael
- Martinez Navajas Ignacio
- Martins Zita
- Matsuoka Ayako
- Matyjasiak Barbara
- Mazelle Christian
- Mazzotta Epifani Elena
- Meier Mirko
- Michaelis Harald
- Micheli Marco
- Migliorini Alessandra
- Millet Aude-Lyse
- Morawski Marek
- Moreno Fernando
- Mottola Stefano
- Moutounaick Bruno
- Muinonen Karri
- Murakami Go
- Murata Naofumi
- Muñoz Olga
- Myszka Kamil
- Müller Daniel R.
- Nakajima Shintaro
- Nemeth Zoltan
- Nikolajev Artiom
- Nilsson Hans
- Nordera Simone
- Näsilä Antti
- Ohlsson Dan
- Olesk Aire
- Opitom Cyrielle
- Ottacher Harald
- Ozaki Naoya
- Oziol Christophe
- Pajusalu Mihkel
- Patel Manish
- Penttilä Antti
- Pernechele Claudio
- Peterson Joakim
- Petraglio Enrico
- Piccirillo Alice Maria
- Plaschke Ferdinand
- Polak Szymon
- Pommerol Antoine
- Postberg Frank
- Prech Lubomir
- Proosa Herman
- Protopapa Silvia
- Puccio Walter
- Rando Nicola
- Ranvier Sylvain
- Ratti Francesco
- Raymond Sean
- Richter Ingo
- Rieder Martin
- Rigamonti Roberto
- Rinaldi Giovanna
- Rothkaehl Hanna
- Rotundi Alessandra
- Rubin Martin
- Ruiz Rodriguez Irene
- Sakatani Naoya
- Santolik Ondrej
- Sasaki Takahiro
- Savio Paul Aditya
- Schrödter Rolf
- Shirley Katherine
- Simon Wedlund Cyril
- Slavinskis Andris
- Snodgrass Colin
- Sodor Balint
- Soucek Jan
- Stankov Anamarija
- Stephenson Peter
- Stöckli Linus
- Szewczyk Paweł
- Sánchez Joan Pau
- Thomas Nicolas
- Toth Imre
- Troznai Gabor
- Tubiana Cecilia
- Uhlir Ludek
- Usami Naoto
- Valavanoglou Aris
- Vaverka Jakub
- Villanueva Geronimo
- Vincent Jean-Baptiste
- Volwerk Martin
- Wang Wei
- Wang Xiao-Dong
- Wattieaux Gaëtan
- Wielders Arno
- Wieser Martin
- Wolf Sebastian
- Wurz Peter
- Yano Hajime
- Yoshikawa Ichiro
- Yoshioka Kazuo
- Zakharov Vladimir
- Zawistowski Tomasz
- Zuppella Paola
- Publication venue
- Springer
- Publication date
- 01/01/2024
- Field of study
Here we describe the novel, multi-point Comet Interceptor mission. It is dedicated to the exploration of a little-processed long-period comet, possibly entering the inner Solar System for the first time, or to encounter an interstellar object originating at another star. The objectives of the mission are to address the following questions: What are the surface composition, shape, morphology, and structure of the target object? What is the composition of the gas and dust in the coma, its connection to the nucleus, and the nature of its interaction with the solar wind? The mission was proposed to the European Space Agency in 2018, and formally adopted by the agency in June 2022, for launch in 2029 together with the Ariel mission. Comet Interceptor will take advantage of the opportunity presented by ESA’s F-Class call for fast, flexible, low-cost missions to which it was proposed. The call required a launch to a halo orbit around the Sun-Earth L2 point. The mission can take advantage of this placement to wait for the discovery of a suitable comet reachable with its minimum ΔV capability of 600 ms−1. Comet Interceptor will be unique in encountering and studying, at a nominal closest approach distance of 1000 km, a comet that represents a near-pristine sample of material from the formation of the Solar System. It will also add a capability that no previous cometary mission has had, which is to deploy two sub-probes – B1, provided by the Japanese space agency, JAXA, and B2 – that will follow different trajectories through the coma. While the main probe passes at a nominal 1000 km distance, probes B1 and B2 will follow different chords through the coma at distances of 850 km and 400 km, respectively. The result will be unique, simultaneous, spatially resolved information of the 3-dimensional properties of the target comet and its interaction with the space environment. We present the mission’s science background leading to these objectives, as well as an overview of the scientific instruments, mission design, and schedule
Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation.
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- Abdel-Rahman Mohamed H.
- Abeshouse Adam
- Adebamowo Clement
- Adebamowo Sally N.
- Agnew Kathy
- Ahn Keunsoo
- Ajani Jaffer A.
- Akbani Rehan
- Akeredolu Teniola
- Al-Ahmadie Hikmat
- Albert Monique
- Alexopoulou Iakovina
- Ally Adrian
- Alvaro Domenico
- Anderson Matthew L.
- Andry Chris
- Antenucci Anna
- Anur Pavana
- Appelbaum Elizabeth L.
- Aredes Natália D.
- Armenia Joshua
- Arnaout Angel
- Asa Sylvia L.
- Auman J. Todd
- Aymerich Marta
- Aziz Dina
- Bailey Matthew
- Balasundaram Miruna
- Balu Saianand
- Barnett Gene
- Barnholtz-Sloan Jill S.
- Barrett Wendi
- Bartlett John
- Bathe Oliver
- Baudin Eric
- Baylin Stephen
- Becker Karl-Friedrich
- Beer David
- Behera Madhusmita
- Behrens Carmen
- Bell Debra
- Bell Sue
- Bellair Michelle
- Bennett Joseph
- Benz Christopher
- Berchuck Andrew
- Berger Ashton C.
- Bergeron Alain
- Berkowitz Ross
- Bernard Brady
- Beroukhim Rameen
- Beuschlein Felix
- Bifulco Carlo
- Bigner Darell
- Birrer Michael
- Birsoy Kivanc
- Bocklage Therese
- Bodenheimer Tom
- Bondaruk Jolanta
- Bootwalla Moiz S.
- Borad Mitesh
- Borgia Jeffrey A.
- Bossler Aaron
- Botnariuc Natalia
- Boussioutas Alex
- Bowen Jay
- Bowlby Reanne
- Bowman Rayleen
- Bradford Carol
- Bragazzi Maria Consiglia
- Brat Daniel J.
- Breggia Anne
- Brewer Cathy
- Brimo Fadi
- Broaddus Russell
- Brooks Denise
- Broom Bradley M.
- Broudy Thomas
- Bryce Alan H.
- Bubley Glenn
- Bueno Raphael
- Burnette Andrew
- Burzykowski Tomasz
- Caesar-Johnson Samantha J.
- Calatozzolo Chiara
- Campo Elias
- Campos Benito
- Caraman Irina
- Cardinale Vincenzo
- Carey Francis
- Carey Thomas
- Carlotti Carlos Gilberto
- Carlsen Rebecca
- Carney Michael
- Carpino Guido
- Carroll Peter R.
- Carter Candace
- Carvalho Andre L.
- Castle Erik
- Castro Patricia D.
- Catto James
- Cebulla Colleen M.
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- Chakravarty Debyani
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- Chandan Vishal
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- Chemencedji Inga
- Chen Amy
- Chen Chu
- Cheng Feixiong
- Cherniack Andrew D.
- Chesla David
- Chevalier Simone
- Cheville John
- Cho Juok
- Chuah Eric
- Chudamani Sudha
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- Cordes Matthew G.
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- Couce Marta
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- Cuzzubbo Stefania
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- de Krijger Ronald
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- DiPersio John
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- Donehower Lawrence A.
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- Giné Eva
- Giordano Thomas
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- Gorincioi Ghenadie
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- Graefen Markus
- Grazi Gianluca
- Grizzle William E.
- Gross Benjamin E.
- Guillermo Armando López
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- Perin Alessandro
- Perou Amy H.
- Perou Charles M.
- Petersen Gloria
- Peterson Lisa
- Peto Myron
- Phillips Joanna
- Phillips Sarah M.
- Phu Bui Duc
- Piché Alain
- Pickens Alan
- Pihl Todd
- Pilarski Robert
- Pinero Edna M. Mora
- Pinto Peter A.
- Pirtac Maria
- Poisson Laila
- Pollo Bianca
- Pool Mark
- Porten Sima
- Postier Russel
- Potapova Olga
- Powers James
- Prados Michael
- Prince Mark
- Que Florencia
- Quinn Michael
- Quintero-Aguilo Mario
- Rabeno Brenda
- Rai Karan
- Ramalingam Suresh
- Ramirez Nilsa C.
- Ramondetta Lois
- Rao Arvind
- Rassl Doris M.
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reynolds Sheila
- Reznik Ed
- Rice David
- Richards William G.
- Rintoul Robert C.
- Rivera Michael
- Roach Jeffrey
- Roberts Lewis
- Robertson A. Gordon
- Robinson Bruce
- Roggin Kevin
- Roman-Roman Sergio
- Rosenthal Howard G.
- Rozek Laura
- Rubin Mark A.
- Ryan Michael
- Saad Fred
- Sadeghi Sara
- Saksena Gordon
- Sanchez-Vega Francisco
- Sander Chris
- Sankarankuty Ajith
- Santibanez Jireh
- Sastre Xavier
- Sauter Guido
- Saw Robyn
- Scapulatempo-Neto Cristovam
- Scarpace Lisa
- Schadendorf Dirk
- Schein Jacqueline E.
- Schiffman Mark
- Schilero Cathy
- Schlomm Thorsten
- Schmidt Heather K.
- Schmidt Laura S.
- Schoenfield Lynn
- Schultz Nikolaus
- Schumacher Steven E.
- Scolyer Richard
- Secord Angeles
- Seder Christopher W.
- Sekhon Harman
- Senecal Kelly
- Sepulveda Antonia
- Setdikova Galiya
- Sexton Katherine C.
- Shabunin Alexey
- Shannon Kerwin
- Sharp Alexis
- Shelley Carl Simon
- Shelton Candace
- Shelton Troy
- Shen Hui
- Sheridan Robert
- Sherman Mark
- Sheth Margi
- Shi Yan
- Shih Juliann
- Shimmel Kristen
- Shin Dong M.
- Shinbrot Eve
- Shipman Cassaundra
- Shmulevich Ilya
- Shriver Craig D.
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- Silveira Henrique C.S.
- Simko Jeffry
- Simon Ronald
- Simons Janae V.
- Singer Samuel
- Singh Bhuvanesh
- Singh Rosy
- Sipahimalani Payal
- Skelly Tara
- Sloan Andrew E.
- Slotta-Huspenina Julia
- Smallridge Robert
- Smith Jennifer
- Smith-McCune Karen
- Smolenski Kathy
- Smyrk Thomas
- Sofia Heidi J.
- Sokolov Artem
- Soloway Matthew G.
- Somiari Stella
- Sood Anil
- Spellman Paul
- Spillane Andrew
- Stancul Irina
- Stanton Melissa
- Staugaitis Susan M.
- Steele Ruth
- Stepa Serghei
- Stern Marc-Henri
- Stoehr Christine
- Stoehr Robert
- Stoop Hans
- Stretch Jonathan
- Stuart Joshua M.
- Su Tao
- Sumer S. Onur
- Sun Qiang
- Sun Yichao
- Swanson Patricia
- Swisher Elizabeth
- Synott Maria
- Tam Angela
- Tamakawa Raina
- Tamboli Pheroze
- Tan Donghui
- Tang Yufang
- Tarnuzzer Roy
- Taubert Helge
- Tavobilov Mikhail
- Taylor Barry S.
- Tcaciuc Diana
- Tennstedt Pierre
- Thiessen Nina
- Thomas George
- Thompson Eric
- Thompson John
- Thompson R. Houston
- Thompson Timothy
- Thorp Richard
- Thorsson Vesteinn
- Tien Nguyen Viet
- Timmers Henri
- Tirapelli Daniela
- Tischler Arthur
- Torbenson Michael
- Troncoso Patricia
- Tsao Anne
- Tse Kane
- Tucker Kelinda
- Têtu Bernard
- Unterberg Andreas
- Urba Walter
- Valdivieso Federico
- Van Bang Nguyen
- Van Den Berg David J.
- van Kessel Kim E.
- Van Meir Erwin G.
- Van Tine Brian
- VandenBerg Scott
- Veluvolu Umadevi
- Vicha Ales
- Vidal Daniel O.
- Vocke Cathy D.
- Voet Doug
- von Deimling Andreas
- Voronina Olga
- Wach Sven
- Wakely Paul
- Waldmann Jens
- Walker Joan
- Wan Yunhu
- Wang Jing
- Wang Jioajiao
- Wang Linghua
- Wang Min
- Wang Timothy
- Wang Zhining
- Warnick Ronald
- Weinstein John N.
- Weisenberger Daniel J.
- Wentzensen Nicolas
- Westervelt Peter
- Wheeler David A.
- Wilkerson Matthew D.
- Williams Felicia
- Wilmott James
- Wilson Richard K.
- Wise Lisa
- Wistuba Ignacio
- Wiznerowicz Maciej
- Wolf Gregory
- Wolinsky Yingli
- Wong Christopher K.
- Wong Tina
- Worrell Robert
- Wu Ye
- Wullich Bernd
- Xi Liu
- Yang Hannah
- Yang Ian
- Yang Ju Dong
- Yang Liming
- Yau Christina
- Yena Peggy
- Zach Leigh Anne
- Zaren Howard
- Zelinka Tomas
- Zenklusen Jean C.
- Zhang Hailei
- Zhang Hongxin
- Zhang Hongzheng
- Zhang Jiashan (Julia)
- Zhang Jiexin
- Zhang Lizhi
- Zhang Wei
- Zhao Fengmei
- Zhou Wanding
- Zmuda Erik
- Zuna Rosemary
- Zwarthoff Ellen C.
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Cancer progression involves the gradual loss of a differentiated phenotype and acquisition of progenitor and stem-cell-like features. Here, we provide novel stemness indices for assessing the degree of oncogenic dedifferentiation. We used an innovative one-class logistic regression (OCLR) machine-learning algorithm to extract transcriptomic and epigenetic feature sets derived from non-transformed pluripotent stem cells and their differentiated progeny. Using OCLR, we were able to identify previously undiscovered biological mechanisms associated with the dedifferentiated oncogenic state. Analyses of the tumor microenvironment revealed unanticipated correlation of cancer stemness with immune checkpoint expression and infiltrating immune cells. We found that the dedifferentiated oncogenic phenotype was generally most prominent in metastatic tumors. Application of our stemness indices to single-cell data revealed patterns of intra-tumor molecular heterogeneity. Finally, the indices allowed for the identification of novel targets and possible targeted therapies aimed at tumor differentiation
Molecular characterization and clinical relevance of metabolic expression subtypes in human cancers.
- Author
- A. Gordon Robertson
- Aaron Bossler
- Ad Gillis
- Adam Abeshouse
- Adam Kibel
- Adam R. Metwalli
- Adhemar Longatto-Filho
- Adrian Ally
- Adrian Clipca
- Ady Kendler
- Agostino De Rose
- Ajith Sankarankuty
- Alain Bergeron
- Alain Piché
- Alan H. Bryce
- Alan P. Hoyle
- Alan Pickens
- Albert J. Kovatich
- Ales Vicha
- Alessandro Perin
- Alex Boussioutas
- Alexander J. Lazar
- Alexey Shabunin
- Alexis Sharp
- Alison Kastl
- Amy Chen
- Amy Davis
- Amy H. Perou
- Ana C. de Carvalho
- Ana Maria Angulo Gonzalez
- Andre L. Carvalho
- Andrea Haddad
- Andreas Unterberg
- Andreas von Deimling
- Andrei Malykh
- Andrew Berchuck
- Andrew Burnette
- Andrew D. Cherniack
- Andrew E. Sloan
- Andrew J. Mungall
- Andrew K. Godwin
- Andrew Spillane
- Angel Arnaout
- Angela Tam
- Angeles Secord
- Angelica Ochoa
- Anil Korkut
- Anil Sood
- Anna Antenucci
- Anne Breggia
- Anne Tsao
- Anne-Marie Mes-Masson
- Anne-Paule Gimenez-Roqueplo
- Antonia Sepulveda
- Antonio Jimeno
- Anuradha Gopalan
- Apurva M. Hegde
- Ardene Noss
- Armando López Guillermo
- Armaz Mariamidze
- Arndt Hartmann
- Arthur Tischler
- Arvind Rao
- Ashley Fehrenbach
- Ashton C. Berger
- Assunta De Rienzo
- Augustin Luna
- Bahavna Kumar
- Barry S. Taylor
- Benito Campos
- Benjamin E. Gross
- Bernard Kohl
- Bernard Têtu
- Bernd Wullich
- Beth Hermes
- Beth Y. Karlan
- Bettina Drake
- Bhuvanesh Singh
- Bianca Pollo
- Bita Esmaeli
- Bogdan Czerniak
- Bradley M. Broom
- Brady Bernard
- Brenda Deyarmin
- Brenda Hernandez
- Brenda Rabeno
- Brian Patrick O’Neill
- Brian Van Tine
- Bruce Robinson
- Bui Duc Phu
- Calena Marchand
- Candace Carter
- Candace Shelton
- Carl Morrison
- Carl Simon Shelley
- Carlo Bifulco
- Carlos Gilberto Carlotti Jr.
- Carmen Behrens
- Carol Bradford
- Carol Farver
- Caroline Larson
- Carolyn M. Hutter
- Carrie Cibulskis
- Cassaundra Shipman
- Catherine Moser
- Cathy Brewer
- Cathy D. Vocke
- Cathy Schilero
- Catrina C. Fronick
- Cesar Moran
- Chad J. Creighton
- Chandra Goparaju
- Chandrajit P. Raut
- Charles Guo
- Charles M. Perou
- Charles N. Landen
- Cheng Fan
- Chiara Calatozzolo
- Chris Andry
- Chris Sander
- Christel Herold-Mende
- Christin Jungk
- Christina Yau
- Christine Stoehr
- Christopher A. Miller
- Christopher Benz
- Christopher Hovens
- Christopher K. Wong
- Christopher Logothetis
- Christopher McPherson
- Christopher W. Seder
- Chu Chen
- Clement Adebamowo
- Colleen Feltmate
- Colleen M. Cebulla
- Corbin D. Jones
- Craig D. Shriver
- Cristovam Scapulatempo-Neto
- Curt H. Hagedorn
- Cyriac Kandoth
- Cyrus Mirsaidi
- D. Neil Hayes
- Daniel Crain
- Daniel Cramer
- Daniel J. Brat
- Daniel J. Weisenberger
- Daniel O. Vidal
- Daniel O’Brien
- Daniel Raymond
- Daniela Tirapelli
- Darell Bigner
- Darlene Lee
- Dave Hoon
- David A. Wheeler
- David Beer
- David Chesla
- David Huntsman
- David I. Heiman
- David J. Van Den Berg
- David Mallery
- David Nagorney
- David Rice
- Dawid Murawa
- Debra Bell
- Debyani Chakravarty
- Denise Brooks
- Dennis T. Maglinte
- Deqin Ma
- Di Du
- Diana Tcaciuc
- Dina Aziz
- Dirk Schadendorf
- Domenico Alvaro
- Dong M. Shin
- Donghui Tan
- Donna Morton
- Donna Muzny
- Doris M. Rassl
- Doug Voet
- Douglas A. Levine
- Ed Reznik
- Edna M. Mora Pinero
- Elaine R. Mardis
- Electron Kebebew
- Elias Campo
- Elizabeth L. Appelbaum
- Elizabeth R. Duffy
- Elizabeth Swisher
- Ellen C. Zwarthoff
- Eric Baudin
- Eric Chuah
- Eric Lipp
- Eric Thompson
- Erik Castle
- Erik Zmuda
- Erin Curley
- Erwin G. Van Meir
- Eryn M. Godwin
- Esther Korpershoek
- Eugenio Gaudio
- Eva Giné
- Eve Shinbrot
- Fadi Brimo
- Fadlo Khuri
- Farshad Farshidfar
- Federico Valdivieso
- Fedor Moiseenko
- Feixiong Cheng
- Feixiong Cheng
- Felice Giuliante
- Felicia Williams
- Felix Beuschlein
- Fengmei Zhao
- Florencia Que
- Francesco DiMeco
- Francesco Facciolo
- Francis Carey
- Francisco Sanchez-Vega
- Fred Saad
- Funda Meric-Bernstam
- Gabriel Sica
- Gad Getz
- Gaetano Finocchiaro
- Galen F. Gao
- Galiya Setdikova
- Gavin Ha
- Gene Barnett
- George Manikhas
- George Thomas
- George V. Thomas
- Georgina Long
- Ghenadie Gorincioi
- Gianluca Grazi
- Ginette McKercher
- Glenn Bubley
- Gloria Petersen
- Gordon B. Mills
- Gordon Saksena
- Graham Mann
- Gregory Wolf
- Guido Carpino
- Guido Sauter
- Hai Hu
- Hailei Zhang
- Han Liang
- Han Liang
- Hani Gabra
- Hanina Hibshoosh
- Hannah Yang
- Hans Stoop
- Harman Sekhon
- HarshaVardhan Doddapaneni
- Hartmut Juhl
- Hartwig Huland
- Harvey Pass
- Heather K. Schmidt
- Heidi J. Sofia
- Helge Taubert
- Henri Timmers
- Henrique C.S. Silveira
- Hikmat Al-Ahmadie
- Hojabr Kakavand
- Hongxin Zhang
- Hongzheng Zhang
- Houtan Noushmehr
- Howard Colman
- Howard G. Rosenthal
- Howard Zaren
- Hui Shen
- Huihui Fan
- Huiwen Zhang
- Huyen Dinh
- Iakovina Alexopoulou
- Ian Forgie
- Ian Yang
- Ignacio Wistuba
- Ilya Shmulevich
- Ina Felau
- Inga Chemencedji
- Ino de Bruijn
- Irina Caraman
- Irina Stancul
- J. Bradley Elder
- J. Leigh Fantacone-Campbell
- J. Todd Auman
- Jacqueline E. Schein
- Jaegil Kim
- Jaffer A. Ajani
- James Catto
- James Lang
- James Luketich
- James Powers
- James Wilmott
- Janae V. Simons
- Jay Bowen
- Jay Engel
- Jean C. Zenklusen
- Jean-Pierre Kocher
- Jeffey Moyer
- Jeffrey A. Borgia
- Jeffrey A. Hooke
- Jeffrey Gershenwald
- Jeffrey J. Olson
- Jeffrey Marks
- Jeffrey Roach
- Jeffry Simko
- Jenette Creaney
- Jennifer Drummond
- Jennifer Eschbacher
- Jennifer Smith
- Jens Waldmann
- Jeremy Parfitt
- Jerome Myers
- Jia Liu
- Jianhong Hu
- Jianjiong Gao
- Jiashan (Julia) Zhang
- Jiexin Zhang
- Jill S. Barnholtz-Sloan
- Jing Wang
- Jioajiao Wang
- Jireh Santibanez
- Joan Walker
- Joanna Phillips
- Jodi Harr
- Joe Hilty
- Joel Henderson
- Joel S. Parker
- Johanna Gardner
- John A. Copland
- John A. Demchok
- John A. Martignetti
- John Bartlett
- John Chabot
- John Cheville
- John DiPersio
- John Eckman
- John Houck
- John N. Weinstein
- John N. Weinstein
- John Thompson
- Jolanta Bondaruk
- Jonathan Melamed
- Jonathan Stretch
- Joong-Won Park
- Jordonna Fulop
- Jose Sebastião Dos Santos
- Joseph Bennett
- Joseph Galbraith
- Joseph Paulauskis
- Joshua Armenia
- Joshua M. Stuart
- José H. Fregnani
- Ju Dong Yang
- Judy Miller
- Julia Slotta-Huspenina
- Julian Hess
- Juliann Shih
- Julie M. Gastier-Foster
- Julie Martin
- Jun Li
- Jun Li
- June M. Chan
- Jung Il Lee
- Junya Fujimoto
- Juok Cho
- Kalle Leinonen
- Kamalika Mojumdar
- Kane Tse
- Karan Rai
- Karel Pacak
- Karen Devine
- Karen Mungall
- Karen Smith-McCune
- Karl-Friedrich Becker
- Karla Kopp
- Katayoon Kasaian
- Katherine A. Hoadley
- Katherine C. Sexton
- Katherine Moxley
- Kathleen Moore
- Kathy Agnew
- Kathy Smolenski
- Keith Delman
- Kelinda Tucker
- Kelly Magliocca
- Kelly Senecal
- Kenneth Lee
- Kerstin Junker
- Kerwin Shannon
- Keunsoo Ahn
- Kevin Lau
- Kevin Roggin
- Ki Chung
- Kim E. van Kessel
- Kimberley Evason
- Kivanc Birsoy
- Kivanc Birsoy
- Klaus-Peter Janssen
- Konnor La
- Koo Jeong Kang
- Kristen M. Leraas
- Kristen Shimmel
- Kwok-Shing Ng
- Kwun M. Fong
- Kyle Chang
- Kyle Covington
- Larsson Omberg
- Laura Jacobus
- Laura Rozek
- Laura S. Schmidt
- Lauren Haydu
- Laurence Desjardins
- Lawrence A. Donehower
- Laxmi Lolla
- Leendert Looijenga
- Leigh Anne Zach
- Leonid Kvecher
- Leslie Cope
- Lewis Roberts
- Li Ding
- Liming Yang
- Lin Tan
- Linghua Wang
- Lingxiang Liu
- Lisa Landrum
- Lisa Peterson
- Lisa Scarpace
- Lisa Wise
- Lisle E. Mose
- Liu Xi
- Lizhi Zhang
- Lois Ramondetta
- Lora Lewis
- Louis Lacombe
- Luca Mattei
- Lucia Cuppini
- Lucinda A. Fulton
- Ludmila Danilova
- Lynn Schoenfield
- Maciej Wiznerowicz
- Madhusmita Behera
- Marc Goodman
- Marc Ladanyi
- Marc Moncrieff
- Marc-Henri Stern
- Marco A. Marra
- Margaret Morgan
- Margi Sheth
- Maria Consiglia Bragazzi
- Maria Pirtac
- Maria Synott
- Mario Quintero-Aguilo
- Mark A. Rubin
- Mark Gerken
- Mark Nelson
- Mark Pool
- Mark Prince
- Mark Schiffman
- Mark Sherman
- Markus Graefen
- Marta Aymerich
- Marta Couce
- Martin Fassnacht
- Martin L. Ferguson
- Mary Iacocca
- Mary McGraw
- Massimo Mannelli
- Mathieu Latour
- Matthew Bailey
- Matthew D. Wilkerson
- Matthew G. Cordes
- Matthew G. Soloway
- Matthew L. Anderson
- Matthew Meyerson
- Melanie H. Kucherlapati
- Melissa Stanton
- Melpomeni Kasapi
- Michael Birrer
- Michael Carney
- Michael D. McLellan
- Michael Dubina
- Michael Farnell
- Michael Feldman
- Michael Ittmann
- Michael J. Liptay
- Michael Kendrick
- Michael Knudson
- Michael Mayo
- Michael Miller
- Michael Muto
- Michael Prados
- Michael Quinn
- Michael Rivera
- Michael Ryan
- Michael S. Lawrence
- Michael S. Noble
- Michael Torbenson
- Michelle Bellair
- Mikhail Dinkin
- Mikhail Tavobilov
- Min Wang
- Mircea Cernat
- Mirella Marino
- Miruna Balasundaram
- Mitesh Borad
- Mohamed H. Abdel-Rahman
- Mohammed Milhem
- Moiz S. Bootwalla
- Monique Albert
- Moriah G. Nissan
- Myron Peto
- Nasra Giama
- Natalia Botnariuc
- Nathan A. Pennell
- Natália D. Aredes
- Neil Horowitz
- Nguyen Phi Hung
- Nguyen Van Bang
- Nguyen Viet Tien
- Niall Corcoran
- Nicholas Hayward
- Nicolas Girard
- Nicolas Wentzensen
- Nikolaus Schultz
- Nils Gehlenborg
- Nilsa C. Ramirez
- Nina Thiessen
- Noreen Dhalla
- Norman L. Lehman
- Nyasha Chambwe
- Odette Mariani
- Olga Potapova
- Olga Voronina
- Oliver Bathe
- Oliver F. Bathe
- Oluwole Olabode
- Oxana Paklina
- Pat Glenn
- Patricia D. Castro
- Patricia Swanson
- Patricia Troncoso
- Paul Drwiega
- Paul Hansen
- Paul Spellman
- Paul Wakely
- Pavana Anur
- Pawadee Lohavanichbutr
- Payal Sipahimalani
- Peggy Yena
- Pei Lin
- Peter A. Pinto
- Peter Hersey
- Peter R. Carroll
- Peter R. Dottino
- Peter W. Laird
- Peter Westervelt
- Phan Thi Hanh
- Pheroze Tamboli
- Philip Disaia
- Philip L. Lorenzi
- Phillip H. Lai
- Phuong Nguyen
- Pierre Tennstedt
- Piotr A. Mieczkowski
- Praveen Nair
- Qiang Sun
- Quinn T. Ostrom
- R. Houston Thompson
- Rafael Kemp
- Raina Tamakawa
- Rajiv Dhir
- Raju S. Kucherlapati
- Ramaswamy Govindan
- Rameen Beroukhim
- Randy Mandt
- Raphael Bueno
- Rashi Naresh
- Rashna Madan
- Rayleen Bowman
- Reanne Bowlby
- Rebecca Carlsen
- Rebecca Duell
- Rehan Akbani
- Renumathy Dhanasekaran
- Richard A. Gibbs
- Richard A. Moore
- Richard J. Mural
- Richard K. Wilson
- Richard Kefford
- Richard Scolyer
- Richard Thorp
- Rita Sigmund
- Ritika Kundra
- Robert C. Rintoul
- Robert Glenn
- Robert Holt
- Robert Korst
- Robert Mannel
- Robert Penny
- Robert Pilarski
- Robert S. Fulton
- Robert Sheridan
- Robert Smallridge
- Robert Stoehr
- Robert Worrell
- Roberta Merola
- Robin K. Kelley
- Robyn Saw
- Roger Kramer
- Roger McLendon
- Ronald de Krijger
- Ronald Ghossein
- Ronald Lechan
- Ronald Simon
- Ronald Warnick
- Rosemary Zuna
- Ross Berkowitz
- Rosy Singh
- Roy Tarnuzzer
- Rui M. Reis
- Rupa S. Kanchi
- Russel Postier
- Russell Broaddus
- Ruth Steele
- S. Onur Sumer
- Sabina Signoretti
- Saianand Balu
- Sally N. Adebamowo
- Sam Meier
- Samantha J. Caesar-Johnson
- Samuel Singer
- Sandra Cottingham
- Sandra Lee
- Sara Kendall
- Sara Sadeghi
- Sarah M. Phillips
- Scott Frazer
- Scott Morris
- Scott VandenBerg
- Sebastien Gilbert
- Serghei Doruc
- Serghei Stepa
- Sergio Roman-Roman
- Sergiu Mura
- Seth Force
- Shannon McCall
- Shaowu Meng
- Sharon Heath
- Sheila Reynolds
- Shishir Maithel
- Shiyun Ling
- Sima Porten
- Simone Chevalier
- Stacey B. Gabriel
- Stefania Cuzzubbo
- Stella Somiari
- Stephen Baylin
- Steven E. Schumacher
- Steven J.M. Jones
- Steven Kalkanis
- Stuart R. Jefferys
- Sudha Chudamani
- Sue Bell
- Suresh Ramalingam
- Susan M. Staugaitis
- Suzanne Sifri
- Sven Wach
- Sylvia L. Asa
- Tao Su
- Taofeek Owonikoko
- Tara M. Lichtenberg
- Tara Skelly
- Teniola Akeredolu
- Thai Ho
- Theo Knijnenburg
- Theresa Naska
- Therese Bocklage
- Thomas Broudy
- Thomas Carey
- Thomas Flotte
- Thomas Giordano
- Thomas Smyrk
- Thorsten Schlomm
- Timothy A. Chan
- Timothy DeFreitas
- Timothy Ley
- Timothy Thompson
- Timothy Wang
- Tina Knutson
- Tina Wong
- Todd Pihl
- Tom Bodenheimer
- Tom Mikkelsen
- Tomas Zelinka
- Tony Costello
- Toshinori Hinoue
- Troy Shelton
- Tushar Patel
- Umadevi Veluvolu
- Valerie Jakrot
- Varsha Dhankani
- Vesteinn Thorsson
- Victor Reuter
- Viktoriya Korchina
- Vincenzo Cardinale
- Vishal Chandan
- Vladimir Lyadov
- W. Jeffrey Edenfield
- W. Kimryn Rathmell
- W. Marston Linehan
- Walid K. Chatila
- Walker Hale
- Walter Urba
- Wanding Zhou
- Wei Li
- Wei Zhang
- Wenbin Liu
- Wendi Barrett
- Wil Eijckenboom
- William E. Grizzle
- William G. Richards
- Witold Kycler
- Wolter Oosterhuis
- Xavier Sastre
- Xiaoyan Xu
- Xinxin Peng
- Xiuping Liu
- Xuan Le
- Yan Shi
- Ye Wu
- Yi Han
- Yichao Sun
- Yiling Lu
- Yingli Wolinsky
- Yuexin Liu
- Yufang Tang
- Yumeng Wang
- Yunhu Wan
- Yussanne Ma
- Zachary J. Heins
- Zhenlin Ju
- Zhining Wang
- Zhongming Zhao
- Zhongqi Ge
- Zhongyuan Chen
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Metabolic reprogramming provides critical information for clinical oncology. Using molecular data of 9,125 patient samples from The Cancer Genome Atlas, we identified tumor subtypes in 33 cancer types based on mRNA expression patterns of seven major metabolic processes and assessed their clinical relevance. Our metabolic expression subtypes correlated extensively with clinical outcome: subtypes with upregulated carbohydrate, nucleotide, and vitamin/cofactor metabolism most consistently correlated with worse prognosis, whereas subtypes with upregulated lipid metabolism showed the opposite. Metabolic subtypes correlated with diverse somatic drivers but exhibited effects convergent on cancer hallmark pathways and were modulated by highly recurrent master regulators across cancer types. As a proof-of-concept example, we demonstrated that knockdown of SNAI1 or RUNX1—master regulators of carbohydrate metabolic subtypes-modulates metabolic activity and drug sensitivity. Our study provides a system-level view of metabolic heterogeneity within and across cancer types and identifies pathway cross-talk, suggesting related prognostic, therapeutic, and predictive utility
Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B.1.1.7: an ecological study
- Author
- Aanensen David M
- Abudahab Khalil
- Acheson Erwan
- Adams Alexander
- Adams Helen
- Afifi Safiah
- Aggarwal Dinesh
- Ahmad Shazaad S Y
- Aigrain Louise
- Alam Mohammad T.
- Alcolea-Medina Adela
- Alderton Alex
- Alikhan Nabil-Fareed
- Allara Elias
- Amato Roberto
- Andersson Monique
- Angyal Adrienn
- Antonelli Michela
- Aranday-Cortes Elihu
- Ariani Cristina V
- Asad Hibo
- Asamaphan Patawee
- Ash Amy
- Ashcroft Fiona
- Atkinson Laura
- Attwood Stephen W
- Auckland Cressida
- Awan Ali R
- Aydin Alp
- Baker David J
- Baker Paul
- Balcazar Carlos E
- Ball Jonathan
- Barrett Jeff
- Barton Edward
- Bashton Matthew
- Bassett Andrew R
- Batra Rahul
- Baxter Laura
- Bayzid Nadua
- Beale Mathew A
- Beaver Charlotte
- Beckett Angela H
- Bedford Luke
- Beer Robert
- Beggs Andrew
- Bellis Katherine L
- Berry Lisa
- Berry Louise
- Best Angus
- Betancor Gilberto
- Betteridge Emma
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- Yew Wen C
- Young Greg
- Young Jamie
- Zarebski Alex E
- Zhang Peijun
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/05/2021
- Field of study
Background
The SARS-CoV-2 variant B.1.1.7 was first identified in December, 2020, in England. We aimed to investigate whether increases in the proportion of infections with this variant are associated with differences in symptoms or disease course, reinfection rates, or transmissibility.
Methods
We did an ecological study to examine the association between the regional proportion of infections with the SARS-CoV-2 B.1.1.7 variant and reported symptoms, disease course, rates of reinfection, and transmissibility. Data on types and duration of symptoms were obtained from longitudinal reports from users of the COVID Symptom Study app who reported a positive test for COVID-19 between Sept 28 and Dec 27, 2020 (during which the prevalence of B.1.1.7 increased most notably in parts of the UK). From this dataset, we also estimated the frequency of possible reinfection, defined as the presence of two reported positive tests separated by more than 90 days with a period of reporting no symptoms for more than 7 days before the second positive test. The proportion of SARS-CoV-2 infections with the B.1.1.7 variant across the UK was estimated with use of genomic data from the COVID-19 Genomics UK Consortium and data from Public Health England on spike-gene target failure (a non-specific indicator of the B.1.1.7 variant) in community cases in England. We used linear regression to examine the association between reported symptoms and proportion of B.1.1.7. We assessed the Spearman correlation between the proportion of B.1.1.7 cases and number of reinfections over time, and between the number of positive tests and reinfections. We estimated incidence for B.1.1.7 and previous variants, and compared the effective reproduction number, Rt, for the two incidence estimates.
Findings
From Sept 28 to Dec 27, 2020, positive COVID-19 tests were reported by 36 920 COVID Symptom Study app users whose region was known and who reported as healthy on app sign-up. We found no changes in reported symptoms or disease duration associated with B.1.1.7. For the same period, possible reinfections were identified in 249 (0·7% [95% CI 0·6–0·8]) of 36 509 app users who reported a positive swab test before Oct 1, 2020, but there was no evidence that the frequency of reinfections was higher for the B.1.1.7 variant than for pre-existing variants. Reinfection occurrences were more positively correlated with the overall regional rise in cases (Spearman correlation 0·56–0·69 for South East, London, and East of England) than with the regional increase in the proportion of infections with the B.1.1.7 variant (Spearman correlation 0·38–0·56 in the same regions), suggesting B.1.1.7 does not substantially alter the risk of reinfection. We found a multiplicative increase in the Rt of B.1.1.7 by a factor of 1·35 (95% CI 1·02–1·69) relative to pre-existing variants. However, Rt fell below 1 during regional and national lockdowns, even in regions with high proportions of infections with the B.1.1.7 variant.
Interpretation
The lack of change in symptoms identified in this study indicates that existing testing and surveillance infrastructure do not need to change specifically for the B.1.1.7 variant. In addition, given that there was no apparent increase in the reinfection rate, vaccines are likely to remain effective against the B.1.1.7 variant.
Funding
Zoe Global, Department of Health (UK), Wellcome Trust, Engineering and Physical Sciences Research Council (UK), National Institute for Health Research (UK), Medical Research Council (UK), Alzheimer's Society