63 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.
- 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
- Rassl Doris M.
- Rathmell W. Kimryn
- Rathmell W. Kimryn
- Raut Chandrajit P.
- Raymond Daniel
- Reis Rui M.
- Reuter Victor
- Reuter Victor E.
- Reynolds Sheila
- Reznik Ed
- Reznik Ed
- Rice David
- Richards William G.
- Ricketts Christopher J.
- 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.
- 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.
- 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
- Shriver Craig D.
- Shuch Brian
- Sica Gabriel
- Sifri Suzanne
- Sigmund Rita
- Signoretti Sabina
- 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 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
Heterozygous Variants in KMT2E Cause a Spectrum of Neurodevelopmental Disorders and Epilepsy.
- Author
- Abou Jamra Rami
- Accogli Andrea
- Ahmed Munaza
- Aitken Stuart
- Akawi Nadia
- Alvi Mohsan,
- Ambridge Kirsty
- Amburgey Kimberly
- Anderlid Britt Marie
- Anjum Uruj
- Archer Hayley
- Armstrong Ruth
- Awada Jana
- Azzarello-Burri Silvia
- Balasubramanian Meena
- Banka Siddharth
- Baralle Diana
- Barnicoat Angela
- Barrett Daniel
- Barrett Jeffrey
- Basinger Alice
- Batstone Paul
- Baty David
- Baxter Samantha
- Bayzetinova Tanya
- Bennett Chris
- Berg Jonathan
- Bernhard Birgitta
- Bevan A. Paul
- Bianchini Claudia,
- Bird Lynne
- Bitner-Glindzicz Maria
- Blair Edward
- Blyth Moira
- Bohanna David
- Bourdon Louise
- Bourn David
- Bradley Lisa
- Brady Angela,
- Brent Simon
- Brewer Carole
- Brunstrom Kate
- Buchert Rebecca
- Bunyan David
- Burn John
- Canham Natalie
- Carré Wilfrid
- Castle Bruce
- Ceulemans Sophia
- Chandler Kate
- Charles Perrine
- Chatzimichali Elena
- Cilliers Deirdre
- Clarke Angus
- Clasper Susan
- Clayton Stephen
- Clayton-Smith Jill
- Clowes Virginia
- Coates Andrea
- Cole Trevor
- Colgiu Irina
- Collins Amanda
- Collinson Morag
- Connell Fiona
- Cooper Nicola
- Cox Helen
- Cresswell Lara
- Cross Gareth
- Crow Yanick
- Culliton Lisa
- Currò Aurora
- Dabir Tabib
- Davidson Rosemarie
- Davies Sally
- de Vries Dylan
- Dean John
- Demurger Florence
- Deshpande Charu
- Devlin Gemma
- Dixit Abhijit
- Dobbie Angus
- Donaldson Alan
- Donnai Dian
- Donnelly Carina
- Donnelly Deirdre
- Douglas Angela
- Douzgou Sofia
- Dowling James,
- Duban-Bedu Bénédicte
- Dubourg Christèle
- Duncan Alexis
- D’Alessandro Mariella
- Eason Jacqueline
- Eiset Saga Elise
- Ellard Sian
- Ellis Ian
- Elmslie Frances
- Escobar Luis
- Evans Karenza
- Everest Sarah
- Faundes Víctor
- Fendick Tina
- Ferrarini Alessandra
- Firth Helen
- Fisher Richard
- Fitzgerald Tomas
- Fitzpatrick David
- Flinter Frances
- Foulds Nicola
- Fry Andrew
- Fryer Alan
- Gardiner Carol
- Gaunt Lorraine
- Ghali Neeti
- Gibbons Richard
- Gill Harinder
- Goodship Judith
- Goudie David
- Gray Emma
- Green Andrew
- Greene Philip
- Greenhalgh Lynn
- Gribble Susan
- Haack Tobias,
- Harrison Lucy
- Harrison Rachel
- Harrison Victoria
- Hashim Mona
- Hawkins Rose
- He Liu
- Heide Solveig
- Helbig Ingo
- Helbig Katherine,
- Hellens Stephen
- Henderson Alex
- Heredia Raul
- Hewitt Sarah
- Hildyard Lucy
- Hobson Emma
- Holden Simon
- Holder Muriel
- Holder Susan
- Hollingsworth Georgina
- Homfray Tessa
- Humphreys Mervyn
- Hurles Matthew,
- Hurst Jane
- Hutton Ben
- Héron Delphine
- Ingram Stuart
- Irving Melita
- Isidor Bertrand
- Islam Lily
- Jackson Andrew
- Jarvis Joanna
- Jenkins Lucy
- Johnson Diana
- Jonasson Amy
- Jones Elizabeth
- Jones Philip,
- Jones Wendy
- Joset Pascal
- Josifova Dragana
- Joss Shelagh
- Kaemba Beckie
- Kaplanis Joanna
- Kazembe Sandra
- Kelsell Rosemary
- Keren Boris
- Kerr Bronwyn
- King Daniel
- Kingston Helen
- Kini Usha
- Kinning Esther
- Kirby Gail
- Kirk Claire
- Kivuva Emma
- Kok Fernando
- Kraus Alison
- Krishnappa Netravathi
- Kroes Hester
- Kumar Dhavendra
- Kumar V.
- Lachlan Katherine
- Lam Wayne
- Lampe Anne
- Langman Caroline
- Lavillaureix Alinoë
- Lees Melissa
- Lim Derek
- Longman Cheryl
- Lowther Gordon
- Lu Xin
- Luria Victor
- Lynch Sally
- Maas Saskia
- Maegawa Gustavo H.B.
- Magee Alex
- Maher Eddy
- Male Alison
- Mansour Sahar
- Marcelis Carlo L.M.
- Mark Paul
- Marks Karen
- Martin Katherine,
- Mason Laura
- Masruha Marcelo
- Maye Una
- McCann Emma
- McConnell Vivienne
- McEntagart Meriel
- McGowan Ruth
- McKay Kirsten
- McKee Shane
- McLaughlin Heather
- McMullan Dominic
- McNerlan Susan
- McRae Jeremy
- McWalter Kirsty
- McWilliam Catherine
- Mehta Sarju
- Melchinger Esther
- Mercimek-Andrews Saadet
- Metcalfe Kay
- Middleton Anna
- Miedzybrodzka Zosia
- Miles Emma
- Mohammed Shehla
- Montgomery Tara
- Moore David
- Morgan Sian,
- Morton Jenny
- Mugalaasi Hood
- Murday Victoria
- Murphy Helen
- Naik Swati
- Nava Caroline
- Nellåker Chris
- Nemeth Andrea
- Nevitt Louise
- Newbury-Ecob Ruth
- Norman Andrew
- Ogilvie Caroline
- Ong Kai-Ren
- O’Donnell-Luria Anne
- O’Shea Rosie
- Pais Lynn
- Park Soo-Mi
- Parker Michael
- Patel Chirag
- Paterson Joan
- Payne Stewart
- Pendziwiat Manuela
- Perrett Daniel
- Person Richard,
- Phipps Julie
- Pilz Daniela,
- Pollard Martin
- Pottinger Caroline
- Poulton Joanna
- Pratt Norman
- Prescott Katrina
- Price Sue
- Pridham Abigail
- Prigmore Elena
- Procter Annie
- Purnell Hellen
- Quarrell Oliver
- Ragge Nicola
- Rahbari Raheleh
- Rajan Diana
- Ramelli Gian Paolo
- Ramos Luiza L.P.
- Randall Josh
- Rankin Julia
- Rauch Anita
- Raymond Lucy
- Reavey Caitlin
- Renieri Alessandra
- Rice Debbie
- Rieß Angelika
- Robert Leema
- Roberts Eileen
- Roberts Gillian
- Roberts Jonathan
- Roberts Paul
- Rodan Lance,
- Ross Alison
- Rosser Elisabeth
- Saggar Anand
- Samant Shalaka
- Sampson Julian
- Sanchez-Valle Amarilis
- Sandford Richard
- Sarkar Ajoy
- Sattar Shifteh
- Saunders Carol
- Schwarz Niklas
- Schweiger Susann
- Scott Richard
- Scurr Ingrid
- Selby Ann
- Seller Anneke
- Sequeira Cheryl
- Shannon Nora
- Sharif Saba
- Shaw-Smith Charles
- Shearing Emma
- Shears Debbie
- Sheridan Eamonn
- Sifrim Alejandro
- Simonic Ingrid
- Singh Tarjinder
- Singzon Roldan
- Skitt Zara
- Smith Audrey
- Smith Kath
- Smithson Sarah
- Smol Thomas
- Sneddon Linda
- Splitt Miranda
- Squires Miranda
- Srour Myriam
- Steindl Katharina
- Stewart Fiona
- Stewart Helen
- Straub Volker
- Suri Mohnish
- Sutton Vivienne
- Sveden Abigail
- Swaminathan Ganesh Jawahar
- Sweeney Elizabeth
- Syrbe Steffen
- Tatton-Brown Kate
- Taylor Cat
- Taylor Jenny
- Taylor Rohan
- Tein Mark
- Telegrafi Aida
- Temple I. Karen
- Thiffault Isabelle
- Thomson Jenny
- Tischkowitz Marc
- Tivey Adrian
- Tomkins Susan
- Torokwa Audrey
- Trauner Doris
- Treacy Becky
- Turner Claire
- Turnpenny Peter
- Tysoe Carolyn
- van der Linden Helio
- van Koningsbruggen Silvana
- Vandersteen Anthony,
- Varghese Vinod
- Vasudevan Pradeep
- Vijayarangakannan Parthiban
- Villard Laurent
- Vogel Ida
- Vogt Julie
- Wakeling Emma
- Wallwark Sarah
- Waters Jonathon
- Weber Astrid
- Weber Yvonne
- Wellesley Diana
- Wentzensen Ingrid
- Whiteford Margo
- Widaa Sara
- Widjaja Elysa
- Wilcox Sarah
- Wilkinson Emily
- Williams Denise
- Williams Nicola
- Wilson Louise
- Wood Jordan
- Woods Geoff
- Wragg Christopher
- Wright Caroline
- Wright Michael
- Yates Laura
- Yau Michael
- Zak Jaroslav
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2019
- Field of study
We delineate a KMT2E-related neurodevelopmental disorder on the basis of 38 individuals in 36 families. This study includes 31 distinct heterozygous variants in KMT2E (28 ascertained from Matchmaker Exchange and three previously reported), and four individuals with chromosome 7q22.2-22.23 microdeletions encompassing KMT2E (one previously reported). Almost all variants occurred de novo, and most were truncating. Most affected individuals with protein-truncating variants presented with mild intellectual disability. One-quarter of individuals met criteria for autism. Additional common features include macrocephaly, hypotonia, functional gastrointestinal abnormalities, and a subtle facial gestalt. Epilepsy was present in about one-fifth of individuals with truncating variants and was responsive to treatment with anti-epileptic medications in almost all. More than 70% of the individuals were male, and expressivity was variable by sex; epilepsy was more common in females and autism more common in males. The four individuals with microdeletions encompassing KMT2E generally presented similarly to those with truncating variants, but the degree of developmental delay was greater. The group of four individuals with missense variants in KMT2E presented with the most severe developmental delays. Epilepsy was present in all individuals with missense variants, often manifesting as treatment-resistant infantile epileptic encephalopathy. Microcephaly was also common in this group. Haploinsufficiency versus gain-of-function or dominant-negative effects specific to these missense variants in KMT2E might explain this divergence in phenotype, but requires independent validation. Disruptive variants in KMT2E are an under-recognized cause of neurodevelopmental abnormalities
Multiplatform Analysis of 12 Cancer Types Reveals Molecular Classification within and across Tissues of Origin
- Author
- Abbott Rachel
- Abbott Scott
- Akbani Rehan
- Aksoy B. Arman
- Aldape Kenneth
- Ally Adrian
- Amin Samirkumar
- Anastassiou Dimitris
- Auman J. Todd
- Baggerly Keith A.
- Balasundaram Miruna
- Balu Saianand
- Baylin Stephen B.
- Benz Christopher C.
- Benz Stephen C.
- Berman Benjamin P.
- Bernard Brady
- Bhatt Ami S.
- Birol Inanc
- Black Aaron D.
- Bodenheimer Tom
- Bootwalla Moiz S.
- Bowen Jay
- Bressler Ryan
- Bristow Christopher A.
- Brooks Angela N.
- Broom Bradley
- Buda Elizabeth
- Burton Robert
- Butterfield Yaron S.N.
- Byers Lauren A.
- Carlin Daniel
- Carter Scott L.
- Casasent Tod D.
- Chang Kyle
- Chanock Stephen
- Chen Zhong
- Cherniack Andrew D.
- Chin Lynda
- Cho Dong Yeon
- Cho Juok
- Chu Andy
- Chuah Eric
- Chun Hye Jung E.
- Cibulskis Kristian
- Ciriello Giovanni
- Cleland James
- Cline Melisssa
- Collisson Eric A.
- Craft Brian
- Creighton Chad J.
- Danilova Ludmila
- Davidsen Tanja
- Davis Caleb
- Dees Nathan D.
- Delehaunty Kim
- Demchok John A.
- Dhalla Noreen
- DiCara Daniel
- Ding Li
- Dinh Huyen
- Dobson Jason R.
- Dodda Deepti
- Doddapaneni Harsha Vardhan
- Donehower Lawrence
- Dooling David J.
- Dresdner Gideon
- Drummond Jennifer
- Eakin Andrea
- Edgerton Mary
- Eldred Jim M.
- Eley Greg
- Ellrott Kyle
- Fan Cheng
- Fei Suzanne
- Felau Ina
- Frazer Scott
- Freeman Samuel S.
- Frick Jessica
- Fronick Catrina C.
- Fulton Lucinda L.
- Fulton Robert
- Gabriel Stacey B.
- Gao Jianjiong
- Gastier-Foster Julie M.
- Gehlenborg Nils
- George Myra
- Getz Gad
- Gibbs Richard
- Goldman Mary
- Gonzalez-Perez Abel
- Gross Benjamin
- Guin Ranabir
- Gunaratne Preethi
- Hadjipanayis Angela
- Hamilton Mark P.
- Hamilton Stanley R.
- Han Leng
- Han Yi
- Harper Hollie A.
- Haseley Psalm
- Haussler David
- Hayes D. Neil
- Heiman David I.
- Helman Elena
- Helsel Carmen
- Herbrich Shelley M.
- Herman James G.
- Hinoue Toshinori
- Hirst Carrie
- Hirst Martin
- Hoadley Katherine A.
- Holt Robert A.
- Hoyle Alan P.
- Iype Lisa
- Jacobsen Anders
- Jeffreys Stuart R.
- Jensen Mark A.
- Jones Corbin D.
- Jones Steven J.M.
- Ju Zhenlin
- Jung Joonil
- Kahles Andre
- Kahn Ari
- Kalicki-Veizer Joelle
- Kalra Divya
- Kanchi Krishna Latha
- Kandoth Cyriac
- Kane David W.
- Kim Hoon
- Kim Jaegil
- Knijnenburg Theo
- Koboldt Daniel C.
- Kovar Christie
- Kramer Roger
- Kreisberg Richard
- Kucherlapati Raju
- Ladanyi Marc
- Laird Peter W.
- Lander Eric S.
- Larson David E.
- Lawrence Michael S.
- Lee Darlene
- Lee Eunjung
- Lee Semin
- Lee William
- Lehmann Kjong Van
- Leinonen Kalle
- Leiserson Max D.M.
- Leraas Kristen M.
- Lerner Seth
- Levine Douglas A.
- Lewis Lora
- Ley Timothy J.
- Li Haiyan I.
- Li Jun
- Li Wei
- Liang Han
- Lichtenberg Tara M.
- Lin Jake
- Lin Ling
- Lin Pei
- Liu Wenbin
- Liu Yingchun
- Liu Yuexin
- Lopez-Bigas Nuria
- Lorenzi Philip L.
- Lu Charles
- Lu Yiling
- Luquette Lovelace J.
- Ma Singer
- Magrini Vincent J.
- Mahadeshwar Harshad S.
- Mardis Elaine R.
- Margolin Adam A.
- Marra Marco A.
- Mayo Michael
- McAllister Cynthia
- McGuire Sean E.
- McLellan Michael D.
- McMichael Joshua F.
- Melott James
- Meng Shaowu
- Meyerson Matthew
- Mieczkowski Piotr A.
- Miller Christopher A.
- Miller Martin L.
- Miller Michael
- Mills Gordon B.
- Moore Richard A.
- Morgan Margaret
- Morton Donna
- Mose Lisle E.
- Mungall Andrew J.
- Muzny Donna
- Ng Sam
- Nguyen Lam
- Niu Beifang
- Noble Michael S.
- Noushmehr Houtan
- O'Laughlin Michelle
- Ojesina Akinyemi I.
- Omberg Larsson
- Ozenberger Brad
- Pantazi Angeliki
- Parfenov Michael
- Park Peter J.
- Parker Joel S.
- Paull Evan
- Pedamallu Chandra Sekhar
- Perou Charles M.
- Pihl Todd
- Pohl Craig
- Pot David
- Protopopov Alexei
- Przytycka Teresa
- Radenbaugh Amie
- Ramirez Nilsa C.
- Ramirez Ricardo
- Raphael Benjamin J.
- Reid Jeffrey
- Ren Xiaojia
- Reva Boris
- Reynolds Sheila M.
- Rhie Suhn K.
- Roach Jeffrey
- Robertson A. Gordon
- Rovira Hector
- Ryan Michael
- Rätsch Gunnar
- Saksena Gordon
- Salama Sofie
- Sander Chris
- Santoso Netty
- Schein Jacqueline E.
- Schmidt Heather
- Schultz Nikolaus
- Schumacher Steven E.
- Seidman Jonathan
- Senbabaoglu Yasin
- Seth Sahil
- Sharpe Samantha
- Shen Hui
- Shen Ronglai
- Sheth Margi
- Shi Yan
- Shmulevich Ilya
- Silva Grace O.
- Simons Janae V.
- Sinha Rileen
- Sipahimalani Payal
- Smith Scott M.
- Sofia Heidi J.
- Sokolov Artem
- Soloway Mathew G.
- Song Xingzhi
- Sougnez Carrie
- Spellman Paul
- Staudt Louis
- Stewart Chip
- Stojanov Petar
- Stuart Joshua M.
- Su Xiaoping
- Sumer S. Onur
- Sun Yichao
- Swatloski Teresa
- Tabak Barbara
- Tam Angela
- Tamborero David
- Tan Donghui
- Tang Jiabin
- Tarnuzzer Roy
- Taylor Barry S.
- Thiessen Nina
- Thorsson Vesteinn
- Triche Timothy
- Uzunangelov Vladislav
- Van Den Berg David J.
- Van Waes Carter
- Van't Veer Laura J.
- Vandin Fabio
- Varhol Richard J.
- Vaske Charles J.
- Veluvolu Umadevi
- Verhaak Roeland
- Voet Doug
- Walker Jason
- Wallis John W.
- Waltman Peter
- Wan Yunhu
- Wang Min
- Wang Wenyi
- Wang Zhining
- Waring Scot
- Weinhold Nils
- Weinstein John N.
- Weisenberger Daniel J.
- Wendl Michael C.
- Wheeler David
- Wilkerson Matthew D.
- Wilson Richard K.
- Wise Lisa
- Wolf Denise M.
- Wong Andrew
- Wu Chang Jiun
- Wu Chia Chin
- Wu Hsin Ta
- Wu Junyuan
- Wylie Todd
- Xi Liu
- Xi Ruibin
- Xia Zheng
- Xu Andrew W.
- Yang Da
- Yang Liming
- Yang Lixing
- Yang Tai Hsien Ou
- Yang Yang
- Yao Jun
- Yao Rong
- Yau Christina
- Ye Kai
- Yoshihara Kosuke
- Yuan Yuan
- Yung Alfred K.
- Zack Travis
- Zeng Dong
- Zenklusen Jean Claude
- Zhang Hailei
- Zhang Jianhua
- Zhang Jiashan
- Zhang Nianxiang
- Zhang Qunyuan
- Zhang Wei
- Zhao Wei
- Zheng Siyuan
- Zhu Jing
- Zmuda Erik
- Zou Lihua
- Publication venue
- Publication date
- 01/01/2014
- Field of study
Recent genomic analyses of pathologically-defined tumor types identify “within-a-tissue” disease subtypes. However, the extent to which genomic signatures are shared across tissues is still unclear. We performed an integrative analysis using five genome-wide platforms and one proteomic platform on 3,527 specimens from 12 cancer types, revealing a unified classification into 11 major subtypes. Five subtypes were nearly identical to their tissue-of-origin counterparts, but several distinct cancer types were found to converge into common subtypes. Lung squamous, head & neck, and a subset of bladder cancers coalesced into one subtype typified by TP53 alterations, TP63 amplifications, and high expression of immune and proliferation pathway genes. Of note, bladder cancers split into three pan-cancer subtypes. The multi-platform classification, while correlated with tissue-of-origin, provides independent information for predicting clinical outcomes. All datasets are available for data-mining from a unified resource to support further biological discoveries and insights into novel therapeutic strategies
Genomic investigations of unexplained acute hepatitis in children
- Author
- Abdulla Amina
- Aebi Christoph
- Agbeko Rachel
- Aggelos Pefanis
- Agranoff Dan
- Agwuh Ken
- Agyeman Philipp
- Alba-Alejandre Irene
- Ali Ladan
- Alkema Wynand
- Allen Karen
- Alrabiah Dimah K.
- Amatya Puja
- Anderson Glenn
- Anderson Suzanne
- Andrade Catarina
- Andreani Julien
- Anpananthar Amutha
- Ansari Imran
- Antinao Diaz Juan F.
- Arif Tasnim
- Armstrong Diane
- Armstrong Jane A.
- Armstrong Lawrence
- Asgarian Zeinab
- Atkinson Laura
- Avcin Tadej
- Avramoska Tanja
- Baas Bryan
- Bahovec Natalija
- Baillie Kenneth
- Balode Anda
- Bamford Alasdair
- Barendregt A. M.
- Barral-Arca Ruth
- Barzdina Arta
- Barzdina Elza
- Basmaci Romain
- Bath David
- Bauchinger Sebastian
- Baumard Lucas
- Baumgart Hinrich
- Baxter Frances
- Bayzid Nadua
- Beer Sally
- Bell Ashley
- Bell Claire
- Bell Kathryn
- Bellini Arianna
- Bello Xabier
- Bellos Evangelos
- Benesch Martin
- Benesch Martin
- Bennet Joshua
- Berger Christoph
- Bernhard-Stirnemann Sara
- Beudeker Coco R.
- Beveridge Laura
- Bibi Sagida
- Bidlingmaier Christoph
- Biesbroek Giske
- Bijukchhe Sanjeev Man
- Billing Kyle
- Binder Alexander
- Binder Vera
- Birt Mark
- Bogovic Petra
- Bohmova Kristyna
- Bojang Kalifa
- Bont Louis J.
- Borensztajn Dorine M.
- Bories Pauline
- Branch Nicole
- Brengel-Pesce Karen
- Breuer Judith
- Broderick Claire
- Brotherton Helen
- Brown Julianne R.
- Brown Rachel
- Buddle Sarah
- Burling Sara
- Buschbeck Judith
- Cabello Laura
- Calle Irene Rivero
- Calvo-Bado Leo
- Campos Luis
- Candlish Janie
- Capozzi Lisa
- Carnota Sandra
- Caro Ivan
- Carrol Enitan D.
- Carson Gail
- Carter Michael
- Carter Michael J.
- Castellano Sergi
- Castro Maria Barreiro
- Cebey-López Miriam
- Ceesay Samba
- Celma Cristina
- Ceolotto Astrid
- Chan Adora
- Chand Meera
- Channon-Wells Samuel
- Charalambos Gogos
- Chikowore Primrose
- Chiurchiù Sara
- Chukkambotla Srikanth
- Chériaux Laura
- Clark Richard
- Clohisey Sara
- Cocklin Elizabeth
- Cohen Jonathan
- Cohen Laure
- Collings Kalvin
- Collins Emma
- Connon Maggie
- Cooray Samantha
- Cotillon Marie
- Counsell John R.
- Coutts Audrey
- Cresswell Fiona
- Crulley Stephen
- Cunnington Aubrey
- Curras-Tuala María José
- Czap Agata
- D'alessandro Umberto
- D?Souza Giselle
- Dall Anna
- Danekova Nevena
- Danhauser Katharina
- Darboe Saffiatou
- Darnell Sarah
- Daubney Esther
- Davis Francesca
- Davoust Juraté
- Dawson Joy
- de Groc Thibault
- de Groot Ronald
- de Haan L.
- de Jonge Marien I.
- de Silva Thushan
- de Tugny Alice
- de Vries Gabriella
- De Surjo
- De Tisham
- Deep Akash
- Deheragoda Maesha
- Deksne D?rta
- Devine Kirsty
- Dewez Juan Emmanuel
- Dewez Manuel
- Diaba Cynthia
- Dickinson Holly
- Dik W.
- Donelly Lorna
- Donohue Chloe
- Dorward David
- Drysdale Simon B.
- Dudley Julia
- Dunning Jake
- DuRand Ingrid
- Eber Ernst
- Eisen Sarah
- Eleftheriou Irini
- Ellis Donna
- Elorrieta Leire Estramiana
- Emonts Marieke
- Ensom Ruth
- Epalza Cristina
- Estrada-Rivadeneyra Diego
- Evans Benjamin
- Fabian Daniel
- Farmer Sarah
- Farto Cristina Balo
- Faust Saul
- Fawkes Angie
- Ferguson Susie
- Fernández Sonia Serén
- Feuchtinger Tobias
- Fidler Katy
- Fink Colin
- Finlayson Lauren
- Fish Matthew
- Fitchett Elizabeth
- Fletcher Tom
- Floyd Sharon
- Fullerton Duncan
- Galassini Rachel
- Gallagher Eileen
- Gallistl Siegfried
- Gannon Louise
- García Mirian Ben
- Gardiner Emma
- Garg Sanjeev
- Geissler J.
- Georgiou Pantelis
- Gerrits G. P. J. M.
- Giannoni Eric
- Gijón Manuel
- Gilchrist Tammy
- Gissen Paul
- Giuseppe Martina Di
- Gloerich Jolein
- Goetschalckx Ines
- Gonzalez Suam
- González Fernando Álvez
- Gores Gunther
- Gormley Stuart
- Graham Clive
- Grammatikopoulos Tassos
- Gravele Dagne
- Griese Matthias
- Grope Ilze
- Gruppen Mariken
- Guerra-Assunção José Afonso
- Gunson Rory
- Gurung Meeru
- Gutiérrez Lourdes
- Gómez-Carballa Alberto
- Haas Nikolaus
- Habgood-Coote Dominic
- Hadzic Nedim
- Hafezi Katarzyna
- Hagedoorn Nienke N.
- Haidl Harald
- Hamilton Shea
- Hamzah Lisa
- Hanlon Killian S.
- Hanson Anita
- Hardwick Hayley
- Harper Rosemary
- Hartshorn Stuart
- Hatcher James
- Hauer Almuthe
- Heidema J.
- Heightman Melissa
- Heininger Ulrich
- Henderson Paul
- Henriet Stefanie
- Herberg Jethro
- Hernández Irene
- Hibberd Martin
- Hickey Naomy
- Ho Antonia Y. W.
- Hodgson Luke
- Hoffmann Florian
- Hoggart Clive
- Holden Jennifer
- Holden Matt
- Hope Susan
- Hopton Sarah
- Hoschler Katja
- Houlihan Catherine
- Hourmat Sara
- Howman Ruth
- Hude Christa
- Huijnen Martijn
- Hutchinson J. Ciaran
- Hösele Susanne
- Iglesias Marisol Vilas
- Iglesias Pilar Leboráns
- Ijaz Samreen
- Ioanna Stergiou
- Irving Clare
- Isaacs John
- Jackson Heather
- Jacques Thomas S.
- Jansen Machiel H.
- Jarman Heather
- Jennings Aislinn
- Jennings Paul
- Jennings Rebecca
- Johnston Joanne
- Jones Amaryl
- Jongerius Ilse
- Jorgensen Rikke
- Juranek Sabrina
- Kaforou Mysini
- Kahlert Christian
- Kandasamy Rama
- Kapper Andreas
- Kappler Matthias
- Karolina Akinosoglou
- Kaufer Benedikt B.
- Kavanagh James
- Keil Julia
- Keldorfer Markus
- Kelgeri Chayarani
- Kelly Dominic F.
- Kelly Sarah
- Kenny Julia
- Khalid Nosheen
- Khanijau Aakash
- Khoo Say
- Kim Eunjung
- King Sharon
- Kishore Shyla
- Kitanovski Lidija
- Kloosterhuis Lieke
- Kohlfürst Daniela S.
- Kohlmaier Benno
- Kolberg Laura
- Kolnik Mojca
- Koshy George
- Krenn Larissa
- Kuijpers Taco
- Kuijpers Taco
- Lachaume Noémie
- Laivacuma Sniedze
- Laivacuma Sniedze
- Law Andrew
- Le Sébastien
- Lee Jack C. D.
- Leigh Simon
- Leiner Tamas
- Leitch Karen
- Leitner Manuel
- Lenihan Rebecca
- Lennon Alexander
- Lett Lauren
- Leurent Baptiste
- Levin Michael
- Lewis-Burke Nadia
- Liebeschuetz Susan
- Lim Emma
- Limb James
- Lin Naomi
- Linforth Michelle
- Little Jeff
- Liu Ching-Chuan
- Logan Sheena
- Lubinda Tim
- Luca Maia De
- Lurz Eberhard
- Löffler Sabine
- MacFarlane Susan
- MacGillivray Louise
- Machín Fátima
- Mackerness Christine
- Maclean Alan
- Maconochie Ian
- Macpherson Hannah
- Madelane Monta
- Maier Esther
- Malcolm Ivone Lancoma
- Mallet François
- Mandal Sema
- Manzanares Ángela
- Manzano Jesus-Rodriguez
- Maritsi Despoina
- Marjaneh Mahdi Moradi
- Markos Maragos
- Marmarinos Antonios
- Marmarinos Antonis
- Martin Bernal Luz Marina
- Martin Alex
- Martin Darran
- Martin Joanne
- Martin Mike
- Martinón-Torres Federico
- Martinón-Torres Nazareth
- Matovu Elijah
- Matthews Peter
- McAlinden Paul
- McArdle Andrew
- McCafferty Sarah
- McDonald Sam
- McDonald Sarah E.
- McDonnell Anne
- McGenily Laura
- McGill Fiona
- McKay Sarah
- Meiere Anija
- Meierford Anne
- Menikou Stephanie
- Merson Laura
- Michalis Voulgarelis
- Miedema C. J.
- Millar Margaret
- Miller Caroline
- Miller Danielle
- Milligan Barry
- Mills Sarah
- Miners Alec
- Mistry Ravi
- Mita Andrew
- Moll Henriëtte A.
- Mommert Marine
- Mommert-Tripon Marine
- Mondo Diana
- Montgomery Kylie-Ann
- Moore Catherine
- Moots Robert
- Moradi Marjaneh Mahdi
- Morfopoulou Sofia
- Morrice John
- Morrice Kirstie
- Morris Craig
- Moser Nicolas
- Muench Georg
- Murdoch David R.
- Murphy Lee
- Mustafa Sobia
- Márquez Sonia
- Nagelkerke Sietse
- Nahtigal Mirijam
- Nasher Magda
- Natalucci Giancarlo
- Neeleman C.
- Neill Claire
- Neshat Samira
- Newal Karen
- Newall Karen
- Ng Joanne
- Nichols Samuel
- Niederer-Loher Anita
- Niedrist Tobias
- Nijman Ruud
- Nijman Ruud
- Nokalna Ieva
- Nordberg Gudrun
- Norris Lucy
- Noursadeghi Mahdad
- Nyirenda Maggie
- O'Connor Daniel
- O?Reilly Peter
- O?Riordan Sean
- Obihara C. C.
- Obosi Lauren
- Odam Miranda
- Oliver Zoe
- Ong Kim-Thanh
- Oosthoek Wilma
- Oosthuyzen Wilna
- Openshaw Peter J. M.
- Ora Miguel Sadiki
- Osterman Veronika
- Owen Dan
- Pachot Alexandre
- Pajkrt D.
- Pajkrt Dasja
- Palmarini Massimo
- Panagiota Lourida
- Papst Lea
- Pardo-Seco Jacobo
- Patel Harsita
- Pathan Nazima
- Paulus Stéphane
- Paulus Stéphane
- Paulus Stéphane C.
- Pavare Jana
- Paz Ivonne Pena
- Pennisi Ivana
- Persand Salina
- Peters Mark
- Pfleger Andreas
- Pfurtscheller Klaus
- Philipsen Ria
- Pickering Ailsa
- Pierce Benjamin
- Pilch Heidemarie
- Pischedda Sara
- Player Jasmine
- Pokhrel Bhishma
- Pokorn Marko
- Pokorn Marko
- Pollara Gabriele
- Pollard Andrew J.
- Pollock Louisa
- Posfay-Barbe Klara M.
- Powell Natassia
- Powell Oliver
- Price Ashley
- Price David
- Price Nicholas
- Prunk Petra
- Pucuka Zanda
- Pérez Belén Mosquera
- Pölz Lena
- Rajic Glorija
- Rampling Tommy
- Ramsay Maxine
- Rashid Aqeela
- Redondo-Collazo Lorenzo
- Reich Jana
- Reid Ruth
- Reiter Karl
- Relly Christa
- Reschreiter Henrik
- Reynolds Tim
- Rhodes Mathew
- Rial Jose Gómez
- Richmond Vivien
- Riddell Anna
- Riedel Thomas
- Robbins Ceri
- Rodríguez Lidia Piñeiro
- Rodríguez-Tenreiro Carmen
- Roff Amy
- Rojo Pablo
- Romaine Sam
- Romani Lorenza
- Roome Tara
- Rosenheim Joshua
- Rowlands Emily
- Roy Sunando
- Rubick Lucy
- Rudzate Aleksandra
- Rughnani Prita
- Russell Clark D.
- Rusu Alexandra
- Rödl Siegfried
- Sagmeister Manfred G.
- Saidykhan Momodou
- Salas Antonio
- Santilli Giorgia
- Sarr Anna RocaIsatou
- Schlapbach Luregn
- Schlapbach Luregn J.
- Schlüchter Stefanie
- Schmied Patricia
- Schoen Carola
- Scholefield Barnaby J.
- Schonenberg D.
- Schonenberg Dieneke
- Schranz Rachel
- Schroepf Sebastian
- Schweintzger Nina A.
- Schöbi Nina
- Seal Matthew
- Secka Fatou
- Segal Terry
- Selecka Katrina
- Semple Malcolm Gracie
- Shackley Fiona
- Shah Priyen
- Shaji Mariya
- Shankar-Hari
- Shaw Victoria
- Shen Ching-Fen
- Shenton Geoff
- Shepherd Samantha J.
- Shrestha Shrijana
- Siam Ala?a
- Sidorova Aleksandra
- Simagan Teresa
- Simmonds Peter
- Simmons Ruth
- Skrabl-Baumgartner Andrea
- Solomon Tom
- Spencer Collette
- Sperl Matthias
- Sprenkeler Evelien
- Spyridis Nikos
- Srovin Tina Plankar
- Srpcic Anja
- Stampfer Laura
- Steele Michael
- Stevens Jake
- Stevens Molly
- Stocker Martin
- Stoiser Bianca
- Stoldere Diana
- Storey Nathaniel
- Strempfl Martina
- Strenger Volker
- Strijbosch Annelieke M.
- Strle Franc
- Suárez Carlos Durán
- Svile Dace
- Swingler Rachel
- Syggelou Kelly
- Sánchez José María Martinón
- Sée Hélène
- Tait Sarah
- Talts Tiina
- Tambouratzi Maria
- Tan Chantal
- Tappouni Luke J.
- Tauchert Maike K.
- Tavliavini Emma
- Tayler Rachel
- Tedder Richard S.
- Tempel Dennie
- Templeton Kate
- Thalassinos Konstantinos
- Thomas Daisy
- Thomson Emma
- Thomson Evelyn
- Thorson Stephen
- Tibby Shane
- Till Holger
- Tissing Wim J. E.
- Tkhayat Raja Ben
- Torres Montaguth Oscar Enrique
- Tramper-Stranders G. A.
- Trasorras Cristina Serén
- Treloar Owen
- Trobisch Andreas
- Tsolia Maria
- Turtle Lance C. W.
- Tutill Helena
- Urbane Urzula Nora
- Ushiro-Lumb Ines
- Usman Mariama
- Usuf Effua
- Valentine Lucille
- van Aerde Koen
- van de Kuip Martijn
- van den Berg J. M.
- van den Berg Merlijn
- van den Broek Bryan
- van der Flier Michiel
- van der Flier Michiel
- van der Giessen Ilona
- van der Kuip M.
- van der Velden Fabian
- van der Velden Fabian J. S.
- van der Zee Carlijn
- van Furth A. M.
- van Furth Marceline
- van Gool Alain J.
- van Hensbroek Michael Boele
- van Keulen Danielle
- van Leur M.
- van Mierlo G.
- Vastert Sebastiaan J.
- Venturini Cristina
- Vergnault Nathalie
- Verkuil Floris
- Vermont Clementien L.
- Vicente Luisa García
- Vijlbrief Daniel C.
- Villaverde Serena
- Vincek Katarina
- Vito Ortensia
- Voice Marie
- von Both Ulrich
- Vázquez Sara Rey
- Waddington Simon N.
- Wallia Diane
- Wallner Elmar
- Wang Shih-Min
- Ward Bryony
- Ward Catriona
- Watson Conall
- Weber Kathrin
- Wedderburn Catherine
- Wellings Lucy
- Wellman Paul
- Wham Murray
- White Deborah
- White Marie
- Whittaker Elizabeth
- Whittaker Paul
- Whittaker Thomas E.
- Willems Esther
- Williams Charlotte A.
- Williams Rachel
- Wilson Barbara
- Wilson Clare
- Winmill Helen
- Wolfs Tom F. W.
- Womersley Rebecca
- Wood Amanda
- Woodsford Phil
- Wright Victoria
- Wrobel Nicola
- Wyss Verena
- Wösten-van Asperen Roelie M.
- Xagorari Marietta
- Yeung Shunmay
- Zachariasse Joany
- Zaman Syed M. A.
- Zambon Maria
- Zandstra Judith
- Zavadska Dace
- Zennezini Chiozzi Riccardo
- Zenz Werner
- Zimmermann Elisa
- Zurl Christoph
- Zwerenz Manuela
- Publication venue
- Nature Research
- Publication date
- 30/03/2023
- Field of study
Since its first identification in Scotland, over 1,000 cases of unexplained paediatric hepatitis in children have been reported worldwide, including 278 cases in the UK1. Here we report an investigation of 38 cases, 66 age-matched immunocompetent controls and 21 immunocompromised comparator participants, using a combination of genomic, transcriptomic, proteomic and immunohistochemical methods. We detected high levels of adeno-associated virus 2 (AAV2) DNA in the liver, blood, plasma or stool from 27 of 28 cases. We found low levels of adenovirus (HAdV) and human herpesvirus 6B (HHV-6B) in 23 of 31 and 16 of 23, respectively, of the cases tested. By contrast, AAV2 was infrequently detected and at low titre in the blood or the liver from control children with HAdV, even when profoundly immunosuppressed. AAV2, HAdV and HHV-6 phylogeny excluded the emergence of novel strains in cases. Histological analyses of explanted livers showed enrichment for T cells and B lineage cells. Proteomic comparison of liver tissue from cases and healthy controls identified increased expression of HLA class 2, immunoglobulin variable regions and complement proteins. HAdV and AAV2 proteins were not detected in the livers. Instead, we identified AAV2 DNA complexes reflecting both HAdV-mediated and HHV-6B-mediated replication. We hypothesize that high levels of abnormal AAV2 replication products aided by HAdV and, in severe cases, HHV-6B may have triggered immune-mediated hepatic disease in genetically and immunologically predisposed children
Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation.
- 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
- 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.
- 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
- Colaprico Antonio
- 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
- Czerwińska Patrycja
- 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
- Gentles Andrew J.
- 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
- 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
- Heyn Holger
- 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
- Huelsken Joerg
- 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
- Kamińska Bożena
- 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
- Krasnitz Alex
- 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
- Malta Tathiane M.
- 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
- Mazurek Sylwia
- 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
- Mishra Lopa
- 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
- Ochoa Angelica
- Olabode Oluwole
- Olson Jeffrey J.
- Omberg Larsson
- Oosterhuis Wolter
- Ostrom Quinn T.
- Owonikoko Taofeek
- O’Brien Daniel
- O’Neill Brian Patrick
- 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
- 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
- …