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Gene fusions represent an important class of somatic alterations in cancer. We systematically
investigated fusions in 9,624 tumors across 33 cancer types using multiple fusion calling tools. We
identified a total of 25,664 fusions, with a 63% validation rate. Integration of gene expression,
copy number, and fusion annotation data revealed that fusions involving oncogenes tend to exhibit
increased expression, whereas fusions involving tumor suppressors have the opposite effect. For
fusions involving kinases, we found 1,275 with an intact kinase domain, the proportion of which
varied significantly across cancer types. Our study suggests that fusions drive the development of
16.5% of cancer cases and function as the sole driver in more than 1% of them. Finally, we
identified druggable fusions involving genes such as TMPRSS2, RET, FGFR3, ALK, and ESR1 in
6.0% of cases, and we predicted immunogenic peptides, suggesting that fusions may provide leads
for targeted drug and immune therapy
Driver Fusions and Their Implications in the Development and Treatment of Human Cancers
Gao, Qingsong;Liang, Wen-Wei;Foltz, Steven M.;Mutharasu, Gnanavel;Jayasinghe, Reyka G.;Cao, Song;Liao, Wen-Wei;Reynolds, Sheila M.;Wyczalkowski, Matthew A.;Yao, Lijun;Yu, Lihua;Sun, Sam Q.;Caesar-Johnson, Samantha J.;Demchok, John A.;Felau, Ina;Kasapi, Melpomeni;Ferguson, Martin L.;Hutter, Carolyn M.;Sofia, Heidi J.;Tarnuzzer, Roy;Wang, Zhining;Yang, Liming;Zenklusen, Jean C.;Zhang, Jiashan (Julia);Chudamani, Sudha;Liu, Jia;Lolla, Laxmi;Naresh, Rashi;Pihl, Todd;Sun, Qiang;Wan, Yunhu;Wu, Ye;Cho, Juok;DeFreitas, Timothy;Frazer, Scott;Gehlenborg, Nils;Getz, Gad;Heiman, David I.;Kim, Jaegil;Lawrence, Michael S.;Lin, Pei;Meier, Sam;Noble, Michael S.;Saksena, Gordon;Voet, Doug;Zhang, Hailei;Bernard, Brady;Chambwe, Nyasha;Dhankani, Varsha;Knijnenburg, Theo;Kramer, Roger;Leinonen, Kalle;Liu, Yuexin;Miller, Michael;Reynolds, Sheila;Shmulevich, Ilya;Thorsson, Vesteinn;Zhang, Wei;Akbani, Rehan;Broom, Bradley M.;Hegde, Apurva M.;Ju, Zhenlin;Kanchi, Rupa S.;Korkut, Anil;Li, Jun;Liang, Han;Ling, Shiyun;Liu, Wenbin;Lu, Yiling;Mills, Gordon B.;Ng, Kwok-Shing;Rao, Arvind;Ryan, Michael;Wang, Jing;Weinstein, John N.;Zhang, Jiexin;Abeshouse, Adam;Armenia, Joshua;Chakravarty, Debyani;Chatila, Walid K.;de Bruijn, Ino;Gao, Jianjiong;Gross, Benjamin E.;Heins, Zachary J.;Kundra, Ritika;La, Konnor;Ladanyi, Marc;Luna, Augustin;Nissan, Moriah G.;Ochoa, Angelica;Phillips, Sarah M.;Reznik, Ed;Sanchez-Vega, Francisco;Sander, Chris;Schultz, Nikolaus;Sheridan, Robert;Sumer, S. Onur;Sun, Yichao;Taylor, Barry S.;Wang, Jioajiao;Zhang, Hongxin;Anur, Pavana;Peto, Myron;Spellman, Paul;Benz, Christopher;Stuart, Joshua M.;Wong, Christopher K.;Yau, Christina;Hayes, D. Neil;Parker, Joel S.;Wilkerson, Matthew D.;Ally, Adrian;Balasundaram, Miruna;Bowlby, Reanne;Brooks, Denise;Carlsen, Rebecca;Chuah, Eric;Dhalla, Noreen;Holt, Robert;Jones, Steven J. M.;Kasaian, Katayoon;Lee, Darlene;Ma, Yussanne;Marra, Marco A.;Mayo, Michael;Moore, Richard A.;Mungall, Andrew J.;Mungall, Karen;Robertson, A. Gordon;Sadeghi, Sara;Schein, Jacqueline E.;Sipahimalani, Payal;Tam, Angela;Thiessen, Nina;Tse, Kane;Wong, Tina;Berger, Ashton C.;Beroukhim, Rameen;Cherniack, Andrew D.;Cibulskis, Carrie;Gabriel, Stacey B.;Gao, Galen F.;Ha, Gavin;Meyerson, Matthew;Schumacher, Steven E.;Shih, Juliann;Kucherlapati, Melanie H.;Kucherlapati, Raju S.;Baylin, Stephen;Cope, Leslie;Danilova, Ludmila;Bootwalla, Moiz S.;Lai, Phillip H.;Maglinte, Dennis T.;Van Den Berg, David J.;Weisenberger, Daniel J.;Auman, J. Todd;Balu, Saianand;Bodenheimer, Tom;Fan, Cheng;Hoadley, Katherine A.;Hoyle, Alan P.;Jefferys, Stuart R.;Jones, Corbin D.;Meng, Shaowu;Mieczkowski, Piotr A.;Mose, Lisle E.;Perou, Amy H.;Perou, Charles M.;Roach, Jeffrey;Shi, Yan;Simons, Janae V.;Skelly, Tara;Soloway, Matthew G.;Tan, Donghui;Veluvolu, Umadevi;Fan, Huihui;Hinoue, Toshinori;Laird, Peter W.;Shen, Hui;Zhou, Wanding;Bellair, Michelle;Chang, Kyle;Covington, Kyle;Creighton, Chad J.;Dinh, Huyen;Doddapaneni, HarshaVardhan;Donehower, Lawrence A.;Drummond, Jennifer;Gibbs, Richard A.;Glenn, Robert;Hale, Walker;Han, Yi;Hu, Jianhong;Korchina, Viktoriya;Lee, Sandra;Lewis, Lora;Li, Wei;Liu, Xiuping;Morgan, Margaret;Morton, Donna;Muzny, Donna;Santibanez, Jireh;Sheth, Margi;Shinbrot, Eve;Wang, Linghua;Wang, Min;Wheeler, David A.;Xi, Liu;Zhao, Fengmei;Hess, Julian;Appelbaum, Elizabeth L.;Bailey, Matthew;Cordes, Matthew G.;Ding, Li;Fronick, Catrina C.;Fulton, Lucinda A.;Fulton, Robert S.;Kandoth, Cyriac;Mardis, Elaine R.;McLellan, Michael D.;Miller, Christopher A.;Schmidt, Heather K.;Wilson, Richard K.;Crain, Daniel;Curley, Erin;Gardner, Johanna;Lau, Kevin;Mallery, David;Morris, Scott;Paulauskis, Joseph;Penny, Robert;Shelton, Candace;Shelton, Troy;Sherman, Mark;Thompson, Eric;Yena, Peggy;Bowen, Jay;Gastier-Foster, Julie M.;Gerken, Mark;Leraas, Kristen M.;Lichtenberg, Tara M.;Ramirez, Nilsa C.;Wise, Lisa;Zmuda, Erik;Corcoran, Niall;Costello, Tony;Hovens, Christopher;Carvalho, Andre L.;de Carvalho, Ana C.;Fregnani, José H.;Longatto-Filho, Adhemar;Reis, Rui M.;Scapulatempo-Neto, Cristovam;Silveira, Henrique C. S.;Vidal, Daniel O.;Burnette, Andrew;Eschbacher, Jennifer;Hermes, Beth;Noss, Ardene;Singh, Rosy;Anderson, Matthew L.;Castro, Patricia D.;Ittmann, Michael;Huntsman, David;Kohl, Bernard;Le, Xuan;Thorp, Richard;Andry, Chris;Duffy, Elizabeth R.;Lyadov, Vladimir;Paklina, Oxana;Setdikova, Galiya;Shabunin, Alexey;Tavobilov, Mikhail;McPherson, Christopher;Warnick, Ronald;Berkowitz, Ross;Cramer, Daniel;Feltmate, Colleen;Horowitz, Neil;Kibel, Adam;Muto, Michael;Raut, Chandrajit P.;Malykh, Andrei;Barnholtz-Sloan, Jill S.;Barrett, Wendi;Devine, Karen;Fulop, Jordonna;Ostrom, Quinn T.;Shimmel, Kristen;Wolinsky, Yingli;Sloan, Andrew E.;De Rose, Agostino;Giuliante, Felice;Goodman, Marc;Karlan, Beth Y.;Hagedorn, Curt H.;Eckman, John;Harr, Jodi;Myers, Jerome;Tucker, Kelinda;Zach, Leigh Anne;Deyarmin, Brenda;Hu, Hai;Kvecher, Leonid;Larson, Caroline;Mural, Richard J.;Somiari, Stella;Vicha, Ales;Zelinka, Tomas;Bennett, Joseph;Iacocca, Mary;Rabeno, Brenda;Swanson, Patricia;Latour, Mathieu;Lacombe, Louis;Têtu, Bernard;Bergeron, Alain;McGraw, Mary;Staugaitis, Susan M.;Chabot, John;Hibshoosh, Hanina;Sepulveda, Antonia;Su, Tao;Wang, Timothy;Potapova, Olga;Voronina, Olga;Desjardins, Laurence;Mariani, Odette;Roman-Roman, Sergio;Sastre, Xavier;Stern, Marc-Henri;Cheng, Feixiong;Signoretti, Sabina;Berchuck, Andrew;Bigner, Darell;Lipp, Eric;Marks, Jeffrey;McCall, Shannon;McLendon, Roger;Secord, Angeles;Sharp, Alexis;Behera, Madhusmita;Brat, Daniel J.;Chen, Amy;Delman, Keith;Force, Seth;Khuri, Fadlo;Magliocca, Kelly;Maithel, Shishir;Olson, Jeffrey J.;Owonikoko, Taofeek;Pickens, Alan;Ramalingam, Suresh;Shin, Dong M.;Sica, Gabriel;Van Meir, Erwin G.;Zhang, Hongzheng;Eijckenboom, Wil;Gillis, Ad;Korpershoek, Esther;Looijenga, Leendert;Oosterhuis, Wolter;Stoop, Hans;van Kessel, Kim E.;Zwarthoff, Ellen C.;Calatozzolo, Chiara;Cuppini, Lucia;Cuzzubbo, Stefania;DiMeco, Francesco;Finocchiaro, Gaetano;Mattei, Luca;Perin, Alessandro;Pollo, Bianca;Chen, Chu;Houck, John;Lohavanichbutr, Pawadee;Hartmann, Arndt;Stoehr, Christine;Stoehr, Robert;Taubert, Helge;Wach, Sven;Wullich, Bernd;Kycler, Witold;Murawa, Dawid;Wiznerowicz, Maciej;Chung, Ki;Edenfield, W. Jeffrey;Martin, Julie;Baudin, Eric;Bubley, Glenn;Bueno, Raphael;De Rienzo, Assunta;Richards, William G.;Kalkanis, Steven;Mikkelsen, Tom;Noushmehr, Houtan;Scarpace, Lisa;Girard, Nicolas;Aymerich, Marta;Campo, Elias;Giné, Eva;Guillermo, Armando López;Van Bang, Nguyen;Hanh, Phan Thi;Phu, Bui Duc;Tang, Yufang;Colman, Howard;Evason, Kimberley;Dottino, Peter R.;Martignetti, John A.;Gabra, Hani;Juhl, Hartmut;Akeredolu, Teniola;Stepa, Serghei;Hoon, Dave;Ahn, Keunsoo;Kang, Koo Jeong;Beuschlein, Felix;Breggia, Anne;Birrer, Michael;Bell, Debra;Borad, Mitesh;Bryce, Alan H.;Castle, Erik;Chandan, Vishal;Cheville, John;Copland, John A.;Farnell, Michael;Flotte, Thomas;Giama, Nasra;Ho, Thai;Kendrick, Michael;Kocher, Jean-Pierre;Kopp, Karla;Moser, Catherine;Nagorney, David;O'Brien, Daniel;O'Neill, Brian Patrick;Patel, Tushar;Petersen, Gloria;Que, Florencia;Rivera, Michael;Roberts, Lewis;Smallridge, Robert;Smyrk, Thomas;Stanton, Melissa;Thompson, R. Houston;Torbenson, Michael;Yang, Ju Dong;Zhang, Lizhi;Brimo, Fadi;Ajani, Jaffer A.;Gonzalez, Ana Maria Angulo;Behrens, Carmen;Bondaruk, Jolanta;Broaddus, Russell;Czerniak, Bogdan;Esmaeli, Bita;Fujimoto, Junya;Gershenwald, Jeffrey;Guo, Charles;Lazar, Alexander J.;Logothetis, Christopher;Meric-Bernstam, Funda;Moran, Cesar;Ramondetta, Lois;Rice, David;Sood, Anil;Tamboli, Pheroze;Thompson, Timothy;Troncoso, Patricia;Tsao, Anne;Wistuba, Ignacio;Carter, Candace;Haydu, Lauren;Hersey, Peter;Jakrot, Valerie;Kakavand, Hojabr;Kefford, Richard;Lee, Kenneth;Long, Georgina;Mann, Graham;Quinn, Michael;Saw, Robyn;Scolyer, Richard;Shannon, Kerwin;Spillane, Andrew;Stretch, Jonathan;Synott, Maria;Thompson, John;Wilmott, James;Al-Ahmadie, Hikmat;Chan, Timothy A.;Ghossein, Ronald;Gopalan, Anuradha;Levine, Douglas A.;Reuter, Victor;Singer, Samuel;Singh, Bhuvanesh;Tien, Nguyen Viet;Broudy, Thomas;Mirsaidi, Cyrus;Nair, Praveen;Drwiega, Paul;Miller, Judy;Smith, Jennifer;Zaren, Howard;Park, Joong-Won;Hung, Nguyen Phi;Kebebew, Electron;Linehan, W. Marston;Metwalli, Adam R.;Pacak, Karel;Pinto, Peter A.;Schiffman, Mark;Schmidt, Laura S.;Vocke, Cathy D.;Wentzensen, Nicolas;Worrell, Robert;Yang, Hannah;Moncrieff, Marc;Goparaju, Chandra;Melamed, Jonathan;Pass, Harvey;Botnariuc, Natalia;Caraman, Irina;Cernat, Mircea;Chemencedji, Inga;Clipca, Adrian;Doruc, Serghei;Gorincioi, Ghenadie;Mura, Sergiu;Pirtac, Maria;Stancul, Irina;Tcaciuc, Diana;Albert, Monique;Alexopoulou, Iakovina;Arnaout, Angel;Bartlett, John;Engel, Jay;Gilbert, Sebastien;Parfitt, Jeremy;Sekhon, Harman;Thomas, George;Rassl, Doris M.;Rintoul, Robert C.;Bifulco, Carlo;Tamakawa, Raina;Urba, Walter;Hayward, Nicholas;Timmers, Henri;Antenucci, Anna;Facciolo, Francesco;Grazi, Gianluca;Marino, Mirella;Merola, Roberta;de Krijger, Ronald;Gimenez-Roqueplo, Anne-Paule;Piché, Alain;Chevalier, Simone;McKercher, Ginette;Birsoy, Kivanc;Barnett, Gene;Brewer, Cathy;Farver, Carol;Naska, Theresa;Pennell, Nathan A.;Raymond, Daniel;Schilero, Cathy;Smolenski, Kathy;Williams, Felicia;Morrison, Carl;Borgia, Jeffrey A.;Liptay, Michael J.;Pool, Mark;Seder, Christopher W.;Junker, Kerstin;Omberg, Larsson;Dinkin, Mikhail;Manikhas, George;Alvaro, Domenico;Bragazzi, Maria Consiglia;Cardinale, Vincenzo;Carpino, Guido;Gaudio, Eugenio;Chesla, David;Cottingham, Sandra;Dubina, Michael;Moiseenko, Fedor;Dhanasekaran, Renumathy;Becker, Karl-Friedrich;Janssen, Klaus-Peter;Slotta-Huspenina, Julia;Abdel-Rahman, Mohamed H.;Aziz, Dina;Bell, Sue;Cebulla, Colleen M.;Davis, Amy;Duell, Rebecca;Elder, J. Bradley;Hilty, Joe;Kumar, Bahavna;Lang, James;Lehman, Norman L.;Mandt, Randy;Nguyen, Phuong;Pilarski, Robert;Rai, Karan;Schoenfield, Lynn;Senecal, Kelly;Wakely, Paul;Hansen, Paul;Lechan, Ronald;Powers, James;Tischler, Arthur;Grizzle, William E.;Sexton, Katherine C.;Kastl, Alison;Henderson, Joel;Porten, Sima;Waldmann, Jens;Fassnacht, Martin;Asa, Sylvia L.;Schadendorf, Dirk;Couce, Marta;Graefen, Markus;Huland, Hartwig;Sauter, Guido;Schlomm, Thorsten;Simon, Ronald;Tennstedt, Pierre;Olabode, Oluwole;Nelson, Mark;Bathe, Oliver;Carroll, Peter R.;Chan, June M.;Disaia, Philip;Glenn, Pat;Kelley, Robin K.;Landen, Charles N.;Phillips, Joanna;Prados, Michael;Simko, Jeffry;Smith-McCune, Karen;VandenBerg, Scott;Roggin, Kevin;Fehrenbach, Ashley;Kendler, Ady;Sifri, Suzanne;Steele, Ruth;Jimeno, Antonio;Carey, Francis;Forgie, Ian;Mannelli, Massimo;Carney, Michael;Hernandez, Brenda;Campos, Benito;Herold-Mende, Christel;Jungk, Christin;Unterberg, Andreas;von Deimling, Andreas;Bossler, Aaron;Galbraith, Joseph;Jacobus, Laura;Knudson, Michael;Knutson, Tina;Ma, Deqin;Milhem, Mohammed;Sigmund, Rita;Godwin, Andrew K.;Madan, Rashna;Rosenthal, Howard G.;Adebamowo, Clement;Adebamowo, Sally N.;Boussioutas, Alex;Beer, David;Giordano, Thomas;Mes-Masson, Anne-Marie;Saad, Fred;Bocklage, Therese;Landrum, Lisa;Mannel, Robert;Moore, Kathleen;Moxley, Katherine;Postier, Russel;Walker, Joan;Zuna, Rosemary;Feldman, Michael;Valdivieso, Federico;Dhir, Rajiv;Luketich, James;Pinero, Edna M. Mora;Quintero-Aguilo, Mario;Carlotti, Carlos Gilberto;Dos Santos, Jose Sebastião;Kemp, Rafael;Sankarankuty, Ajith;Tirapelli, Daniela;Catto, James;Agnew, Kathy;Swisher, Elizabeth;Creaney, Jenette;Robinson, Bruce;Shelley, Carl Simon;Godwin, Eryn M.;Kendall, Sara;Shipman, Cassaundra;Bradford, Carol;Carey, Thomas;Haddad, Andrea;Moyer, Jeffey;Peterson, Lisa;Prince, Mark;Rozek, Laura;Wolf, Gregory;Bowman, Rayleen;Fong, Kwun M.;Yang, Ian;Korst, Robert;Rathmell, W. Kimryn;Fantacone-Campbell, J. Leigh;Hooke, Jeffrey A.;Kovatich, Albert J.;Shriver, Craig D.;DiPersio, John;Drake, Bettina;Govindan, Ramaswamy;Heath, Sharon;Ley, Timothy;Van Tine, Brian;Westervelt, Peter;Rubin, Mark A.;Lee, Jung Il;Aredes, Natália D.;Mariamidze, Armaz;Chen, Ken;Lazar, Alexander J.;Fields, Ryan C.;Wendl, Michael C.;Van Tine, Brian A.;Vij, Ravi;Chen, Feng;Nykter, Matti;Shmulevich, Ilya;Ding, Li
2018
Abstract
Gene fusions represent an important class of somatic alterations in cancer. We systematically
investigated fusions in 9,624 tumors across 33 cancer types using multiple fusion calling tools. We
identified a total of 25,664 fusions, with a 63% validation rate. Integration of gene expression,
copy number, and fusion annotation data revealed that fusions involving oncogenes tend to exhibit
increased expression, whereas fusions involving tumor suppressors have the opposite effect. For
fusions involving kinases, we found 1,275 with an intact kinase domain, the proportion of which
varied significantly across cancer types. Our study suggests that fusions drive the development of
16.5% of cancer cases and function as the sole driver in more than 1% of them. Finally, we
identified druggable fusions involving genes such as TMPRSS2, RET, FGFR3, ALK, and ESR1 in
6.0% of cases, and we predicted immunogenic peptides, suggesting that fusions may provide leads
for targeted drug and immune therapy
Tipologia:
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1106365
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