Abstract

Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular hallmarks of tumour hypoxia remain poorly understood, with limited comprehension of its associations with specific mutational processes, non-coding driver genes and evolutionary features. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2658 cancers across 38 tumour types, we quantify hypoxia in 1188 tumours spanning 27 cancer types. Elevated hypoxia associates with increased mutational load across cancer types, irrespective of underlying mutational class. The proportion of mutations attributed to several mutational signatures of unknown aetiology directly associates with the level of hypoxia, suggesting underlying mutational processes for these signatures. At the gene level, driver mutations in TP53, MYC and PTEN are enriched in hypoxic tumours, and mutations in PTEN interact with hypoxia to direct tumour evolutionary trajectories. Overall, hypoxia plays a critical role in shaping the genomic and evolutionary landscapes of cancer.

Many tumours exhibit hypoxia (low oxygen) and hypoxic tumours often respond poorly to therapy. Here, the authors quantify hypoxia in 1188 tumours from 27 cancer types, showing elevated hypoxia links to increased mutational load, directing evolutionary trajectories.

Details

Title
Divergent mutational processes distinguish hypoxic and normoxic tumours
Author
Bhandari, Vinayak 1   VIAFID ORCID Logo  ; Li, Constance H. 2   VIAFID ORCID Logo  ; Bristow, Robert G. 3   VIAFID ORCID Logo  ; Boutros, Paul C. 4   VIAFID ORCID Logo  ; Aaltonen, Lauri A. 5 ; Abascal, Federico 6 ; Abeshouse, Adam 7 ; Aburatani, Hiroyuki 8 ; Adams, David J. 6 ; Agrawal, Nishant 9 ; Ahn, Keun Soo 10 ; Ahn, Sung-Min 11 ; Aikata, Hiroshi 12 ; Akbani, Rehan 13 ; Akdemir, Kadir C. 14 ; Al-Ahmadie, Hikmat 7 ; Al-Sedairy, Sultan T. 15 ; Al-Shahrour, Fatima 16 ; Alawi, Malik 17 ; Albert, Monique 18 ; Aldape, Kenneth 19 ; Alexandrov, Ludmil B. 20 ; Ally, Adrian 21 ; Alsop, Kathryn 22 ; Alvarez, Eva G. 23 ; Amary, Fernanda 24 ; Amin, Samirkumar B. 25 ; Aminou, Brice 26 ; Ammerpohl, Ole 27 ; Anderson, Matthew J. 28 ; Ang, Yeng 29 ; Antonello, Davide 30 ; Anur, Pavana 31 ; Aparicio, Samuel 32 ; Appelbaum, Elizabeth L. 33 ; Arai, Yasuhito 34 ; Aretz, Axel 35 ; Arihiro, Koji 12 ; Ariizumi, Shun-ichi 36 ; Armenia, Joshua 37 ; Arnould, Laurent 38 ; Asa, Sylvia 39 ; Assenov, Yassen 40 ; Atwal, Gurnit 41 ; Aukema, Sietse 42 ; Auman, J. Todd 43 ; Aure, Miriam R. R. 44 ; Awadalla, Philip 45 ; Aymerich, Marta 46 ; Bader, Gary D. 47 ; Baez-Ortega, Adrian 48 ; Bailey, Matthew H. 49 ; Bailey, Peter J. 50 ; Balasundaram, Miruna 21 ; Balu, Saianand 51 ; Bandopadhayay, Pratiti 52 ; Banks, Rosamonde E. 53 ; Barbi, Stefano 54 ; Barbour, Andrew P. 55 ; Barenboim, Jonathan 56 ; Barnholtz-Sloan, Jill 57 ; Barr, Hugh 58 ; Barrera, Elisabet 59 ; Bartlett, John 60 ; Bartolome, Javier 61 ; Bassi, Claudio 30 ; Bathe, Oliver F. 62 ; Baumhoer, Daniel 63 ; Bavi, Prashant 64 ; Baylin, Stephen B. 65 ; Bazant, Wojciech 59 ; Beardsmore, Duncan 66 ; Beck, Timothy A. 67 ; Behjati, Sam 6 ; Behren, Andreas 68 ; Niu, Beifang 69 ; Bell, Cindy 70 ; Beltran, Sergi 71 ; Benz, Christopher 72 ; Berchuck, Andrew 73 ; Bergmann, Anke K. 74 ; Bergstrom, Erik N. 75 ; Berman, Benjamin P. 76 ; Berney, Daniel M. 77 ; Bernhart, Stephan H. 78 ; Beroukhim, Rameen 79 ; Berrios, Mario 80 ; Bersani, Samantha 81 ; Bertl, Johanna 82 ; Betancourt, Miguel 83 ; Bhosle, Shriram G. 6 ; Biankin, Andrew V. 84 ; Bieg, Matthias 85 ; Bigner, Darell 86 ; Binder, Hans 87 ; Birney, Ewan 59 ; Birrer, Michael 88 ; Biswas, Nidhan K. 89 ; Bjerkehagen, Bodil 90 ; Bodenheimer, Tom 51 ; Boice, Lori 91 ; Bonizzato, Giada 92 ; De Bono, Johann S. 93 ; Boot, Arnoud 94 ; Bootwalla, Moiz S. 80 ; Borg, Ake 95 ; Borkhardt, Arndt 96 ; Boroevich, Keith A. 97 ; Borozan, Ivan 56 ; Borst, Christoph 98 ; Bosenberg, Marcus 99 ; Bosio, Mattia 100 ; Boultwood, Jacqueline 101 ; Bourque, Guillaume 102 ; Bova, G. Steven 103 ; Bowen, David T. 104 ; Bowlby, Reanne 21 ; Bowtell, David D. L. 22 ; Boyault, Sandrine 105 ; Boyce, Rich 59 ; Boyd, Jeffrey 106 ; Brazma, Alvis 59 ; Brennan, Paul 107 ; Brewer, Daniel S. 108 ; Brinkman, Arie B. 109 ; Broaddus, Russell R. 110 ; Brock, Jane E. 111 ; Brock, Malcolm 112 ; Broeks, Annegien 113 ; Brooks, Angela N. 114 ; Brooks, Denise 21 ; Brors, Benedikt 115 ; Brunak, Søren 116 ; Bruxner, Timothy J. C. 117 ; Bruzos, Alicia L. 23 ; Buchanan, Alex 118 ; Buchhalter, Ivo 119 ; Buchholz, Christiane 120 ; Bullman, Susan 121 ; Burke, Hazel 122 ; Burkhardt, Birgit 123 ; Burns, Kathleen H. 124 ; Busanovich, John 125 ; Bustamante, Carlos D. 126 ; Butler, Adam P. 6 ; Butte, Atul J. 127 ; Byrne, Niall J. 26 ; Børresen-Dale, Anne-Lise 128 ; Caesar-Johnson, Samantha J. 129 ; Cafferkey, Andy 59 ; Cahill, Declan 130 ; Calabrese, Claudia 131 ; Caldas, Carlos 132 ; Calvo, Fabien 133 ; Camacho, Niedzica 93 ; Campbell, Peter J. 134 ; Campo, Elias 135 ; Cantù, Cinzia 92 ; Cao, Shaolong 13 ; Carey, Thomas E. 136 ; Carlevaro-Fita, Joana 137 ; Carlsen, Rebecca 21 ; Cataldo, Ivana 138 ; Cazzola, Mario 139 ; Cebon, Jonathan 68 ; Cerfolio, Robert 140 ; Chadwick, Dianne E. 141 ; Chakravarty, Dimple 142 ; Chalmers, Don 143 ; Chan, Calvin Wing Yiu 144 ; Chan, Kin 145 ; Chan-Seng-Yue, Michelle 64 ; Chandan, Vishal S. 146 ; Chang, David K. 147 ; Chanock, Stephen J. 148 ; Chantrill, Lorraine A. 149 ; Chateigner, Aurélien 150 ; Chatterjee, Nilanjan 151 ; Chayama, Kazuaki 12 ; Chen, Hsiao-Wei 152 ; Chen, Jieming 127 ; Chen, Ken 14 ; Chen, Yiwen 13 ; Chen, Zhaohong 153 ; Cherniack, Andrew D. 121 ; Chien, Jeremy 154 ; Chiew, Yoke-Eng 155 ; Chin, Suet-Feung 132 ; Cho, Juok 156 ; Cho, Sunghoon 157 ; Choi, Jung Kyoon 158 ; Choi, Wan 159 ; Chomienne, Christine 160 ; Chong, Zechen 161 ; Choo, Su Pin 162 ; Chou, Angela 163 ; Christ, Angelika N. 28 ; Christie, Elizabeth L. 22 ; Chuah, Eric 21 ; Cibulskis, Carrie 156 ; Cibulskis, Kristian 156 ; Cingarlini, Sara 164 ; Clapham, Peter 6 ; Claviez, Alexander 165 ; Cleary, Sean 166 ; Cloonan, Nicole 167 ; Cmero, Marek 168 ; Collins, Colin C. 169 ; Connor, Ashton A. 170 ; Cooke, Susanna L. 50 ; Cooper, Colin S. 171 ; Cope, Leslie 172 ; Corbo, Vincenzo 173 ; Cordes, Matthew G. 174 ; Cordner, Stephen M. 175 ; Cortés-Ciriano, Isidro 176 ; Covington, Kyle 177 ; Cowin, Prue A. 178 ; Craft, Brian 179 ; Craft, David 180 ; Creighton, Chad J. 181 ; Cun, Yupeng 182 ; Curley, Erin 183 ; Cutcutache, Ioana 94 ; Czajka, Karolina 184 ; Czerniak, Bogdan 185 ; Dagg, Rebecca A. 186 ; Danilova, Ludmila 172 ; Davi, Maria Vittoria 187 ; Davidson, Natalie R. 188 ; Davies, Helen 189 ; Davis, Ian J. 190 ; Davis-Dusenbery, Brandi N. 191 ; Dawson, Kevin J. 6 ; De La Vega, Francisco M. 192 ; De Paoli-Iseppi, Ricardo 122 ; Defreitas, Timothy 156 ; Tos, Angelo P. Dei 193 ; Delaneau, Olivier 194 ; Demchok, John A. 129 ; Demeulemeester, Jonas 195 ; Demidov, German M. 196 ; Demircioğlu, Deniz 197 ; Dennis, Nening M. 130 ; Denroche, Robert E. 64 ; Dentro, Stefan C. 198 ; Desai, Nikita 199 ; Deshpande, Vikram 88 ; Deshwar, Amit G. 200 ; Desmedt, Christine 201 ; Deu-Pons, Jordi 202 ; Dhalla, Noreen 21 ; Dhani, Neesha C. 203 ; Dhingra, Priyanka 204 ; Dhir, Rajiv 205 ; DiBiase, Anthony 206 ; Diamanti, Klev 207 ; Ding, Li 208 ; Ding, Shuai 209 ; Dinh, Huy Q. 210 ; Dirix, Luc 211 ; Doddapaneni, HarshaVardhan 177 ; Donmez, Nilgun 212 ; Dow, Michelle T. 153 ; Drapkin, Ronny 213 ; Drechsel, Oliver 214 ; Drews, Ruben M. 215 ; Serge, Serge 6 ; Dudderidge, Tim 216 ; Dueso-Barroso, Ana 217 ; Dunford, Andrew J. 156 ; Dunn, Michael 218 ; Dursi, Lewis Jonathan 219 ; Duthie, Fraser R. 220 ; Dutton-Regester, Ken 221 ; Eagles, Jenna 184 ; Easton, Douglas F. 222 ; Edmonds, Stuart 223 ; Edwards, Paul A. 224 ; Edwards, Sandra E. 93 ; Eeles, Rosalind A. 225 ; Ehinger, Anna 226 ; Eils, Juergen 227 ; Eils, Roland 228 ; El-Naggar, Adel 185 ; Eldridge, Matthew 215 ; Ellrott, Kyle 118 ; Erkek, Serap 229 ; Escaramis, Georgia 230 ; Espiritu, Shadrielle M. G. 56 ; Estivill, Xavier 231 ; Etemadmoghadam, Dariush 22 ; Eyfjord, Jorunn E. 232 ; Faltas, Bishoy M. 233 ; Fan, Daiming 234 ; Fan, Yu 13 ; Faquin, William C. 88 ; Farcas, Claudiu 153 ; Fassan, Matteo 235 ; Fatima, Aquila 236 ; Favero, Francesco 237 ; Fayzullaev, Nodirjon 26 ; Felau, Ina 129 ; Fereday, Sian 22 ; Ferguson, Martin L. 238 ; Ferretti, Vincent 239 ; Feuerbach, Lars 240 ; Field, Matthew A. 241 ; Fink, J. Lynn 242 ; Finocchiaro, Gaetano 243 ; Fisher, Cyril 130 ; Fittall, Matthew W. 244 ; Fitzgerald, Anna 245 ; Fitzgerald, Rebecca C. 246 ; Flanagan, Adrienne M. 247 ; Fleshner, Neil E. 248 ; Flicek, Paul 59 ; Foekens, John A. 249 ; Fong, Kwun M. 250 ; Fonseca, Nuno A. 251 ; Foster, Christopher S. 252 ; Fox, Natalie S. 56 ; Fraser, Michael 56 ; Frazer, Scott 156 ; Frenkel-Morgenstern, Milana 253 ; Friedman, William 254 ; Frigola, Joan 255 ; Fronick, Catrina C. 174 ; Fujimoto, Akihiro 256 ; Fujita, Masashi 256 ; Fukayama, Masashi 257 ; Fulton, Lucinda A. 258 ; Fulton, Robert S. 208 ; Furuta, Mayuko 256 ; Futreal, P. Andrew 259 ; Füllgrabe, Anja 59 ; Gabriel, Stacey B. 156 ; Gallinger, Steven 260 ; Gambacorti-Passerini, Carlo 261 ; Gao, Jianjiong 37 ; Gao, Shengjie 262 ; Garraway, Levi 263 ; Garred, Øystein 264 ; Garrison, Erik 6 ; Garsed, Dale W. 22 ; Gehlenborg, Nils 265 ; Gelpi, Josep L. L. 266 ; George, Joshy 267 ; Gerhard, Daniela S. 268 ; Gerhauser, Clarissa 269 ; Gershenwald, Jeffrey E. 270 ; Gerstein, Mark 271 ; Gerstung, Moritz 131 ; Getz, Gad 272 ; Ghori, Mohammed 6 ; Ghossein, Ronald 273 ; Giama, Nasra H. 274 ; Gibbs, Richard A. 177 ; Gibson, Bob 275 ; Gill, Anthony J. 276 ; Gill, Pelvender 277 ; Giri, Dilip D. 273 ; Glodzik, Dominik 6 ; Gnanapragasam, Vincent J. 278 ; Goebler, Maria Elisabeth 279 ; Goldman, Mary J. 179 ; Gomez, Carmen 280 ; Gonzalez, Santiago 131 ; Gonzalez-Perez, Abel 281 ; Gordenin, Dmitry A. 282 ; Gossage, James 283 ; Gotoh, Kunihito 284 ; Govindan, Ramaswamy 285 ; Grabau, Dorthe 286 ; Graham, Janet S. 287 ; Grant, Robert C. 288 ; Green, Anthony R. 289 ; Green, Eric 290 ; Greger, Liliana 59 ; Grehan, Nicola 246 ; Grimaldi, Sonia 92 ; Grimmond, Sean M. 291 ; Grossman, Robert L. 292 ; Grundhoff, Adam 293 ; Gundem, Gunes 7 ; Guo, Qianyun 294 ; Gupta, Manaswi 156 ; Gupta, Shailja 295 ; Gut, Ivo G. 71 ; Gut, Marta 71 ; Göke, Jonathan 296 ; Ha, Gavin 156 ; Haake, Andrea 297 ; Haan, David 298 ; Haas, Siegfried 299 ; Haase, Kerstin 244 ; Haber, James E. 300 ; Habermann, Nina 229 ; Hach, Faraz 301 ; Haider, Syed 56 ; Hama, Natsuko 34 ; Hamdy, Freddie C. 277 ; Hamilton, Anne 178 ; Hamilton, Mark P. 302 ; Han, Leng 303 ; Hanna, George B. 304 ; Hansmann, Martin 305 ; Haradhvala, Nicholas J. 306 ; Harismendy, Olivier 307 ; Harliwong, Ivon 28 ; Harmanci, Arif O. 308 ; Harrington, Eoghan 309 ; Hasegawa, Takanori 310 ; Haussler, David 311 ; Hawkins, Steve 215 ; Hayami, Shinya 312 ; Hayashi, Shuto 310 ; Hayes, D. Neil 313 ; Hayes, Stephen J. 314 ; Hayward, Nicholas K. 315 ; Hazell, Steven 130 ; He, Yao 316 ; Heath, Allison P. 317 ; Heath, Simon C. 71 ; Hedley, David 203 ; Hegde, Apurva M. 318 ; Heiman, David I. 156 ; Heinold, Michael C. 319 ; Heins, Zachary 7 ; Heisler, Lawrence E. 275 ; Hellstrom-Lindberg, Eva 320 ; Helmy, Mohamed 321 ; Heo, Seong Gu 322 ; Hepperla, Austin J. 51 ; Heredia-Genestar, José María 323 ; Herrmann, Carl 324 ; Hersey, Peter 122 ; Hess, Julian M. 325 ; Hilmarsdottir, Holmfridur 232 ; Hinton, Jonathan 6 ; Hirano, Satoshi 326 ; Hiraoka, Nobuyoshi 327 ; Hoadley, Katherine A. 328 ; Hobolth, Asger 329 ; Hodzic, Ermin 330 ; Hoell, Jessica I. 96 ; Hoffmann, Steve 331 ; Hofmann, Oliver 332 ; Holbrook, Andrea 80 ; Holik, Aliaksei Z. 333 ; Hollingsworth, Michael A. 334 ; Holmes, Oliver 335 ; Holt, Robert A. 21 ; Hong, Chen 336 ; Hong, Eun Pyo 322 ; Hong, Jongwhi H. 337 ; Hooijer, Gerrit K. 338 ; Hornshøj, Henrik 339 ; Hosoda, Fumie 34 ; Hou, Yong 340 ; Hovestadt, Volker 341 ; Howat, William 342 ; Hoyle, Alan P. 51 ; Hruban, Ralph H. 172 ; Hu, Jianhong 177 ; Hu, Taobo 343 ; Hua, Xing 148 ; Huang, Kuan-lin 344 ; Huang, Mei 91 ; Huang, Mi Ni 94 ; Huang, Vincent 56 ; Huang, Yi 345 ; Huber, Wolfgang 229 ; Hudson, Thomas J. 346 ; Hummel, Michael 347 ; Hung, Jillian A. 155 ; Huntsman, David 348 ; Hupp, Ted R. 349 ; Huse, Jason 7 ; Huska, Matthew R. 350 ; Hutter, Barbara 351 ; Hutter, Carolyn M. 290 ; Hübschmann, Daniel 352 ; Iacobuzio-Donahue, Christine A. 273 ; Imbusch, Charles David 240 ; Imielinski, Marcin 353 ; Imoto, Seiya 310 ; Isaacs, William B. 354 ; Isaev, Keren 355 ; Ishikawa, Shumpei 356 ; Iskar, Murat 341 ; Islam, S. M. Ashiqul 153 ; Ittmann, Michael 357 ; Ivkovic, Sinisa 191 ; Izarzugaza, Jose M. G. 358 ; Jacquemier, Jocelyne 359 ; Jakrot, Valerie 122 ; Jamieson, Nigel B. 360 ; Jang, Gun Ho 64 ; Jang, Se Jin 361 ; Jayaseelan, Joy C. 177 ; Jayasinghe, Reyka 258 ; Jefferys, Stuart R. 51 ; Jegalian, Karine 362 ; Jennings, Jennifer L. 363 ; Jeon, Seung-Hyup 159 ; Jerman, Lara 364 ; Ji, Yuan 365 ; Jiao, Wei 56 ; Johansson, Peter A. 221 ; Johns, Amber L. 366 ; Johns, Jeremy 184 ; Johnson, Rory 367 ; Johnson, Todd A. 368 ; Jolly, Clemency 244 ; Joly, Yann 369 ; Jonasson, Jon G. 232 ; Jones, Corbin D. 370 ; Jones, David R. 6 ; Jones, David T. W. 371 ; Jones, Nic 372 ; Jones, Steven J. M. 21 ; Jonkers, Jos 113 ; Ju, Young Seok 373 ; Juhl, Hartmut 374 ; Jung, Jongsun 375 ; Juul, Malene 339 ; Juul, Randi Istrup 339 ; Juul, Sissel 376 ; Jäger, Natalie 377 ; Kabbe, Rolf 377 ; Kahles, Andre 378 ; Kahraman, Abdullah 379 ; Kaiser, Vera B. 380 ; Kakavand, Hojabr 122 ; Kalimuthu, Sangeetha 64 ; von Kalle, Christof 381 ; Kang, Koo Jeong 10 ; Karaszi, Katalin 277 ; Karlan, Beth 382 ; Karlić, Rosa 383 ; Karsch, Dennis 384 ; Kasaian, Katayoon 21 ; Kassahn, Karin S. 385 ; Katai, Hitoshi 386 ; Kato, Mamoru 387 ; Katoh, Hiroto 356 ; Kawakami, Yoshiiku 12 ; Kay, Jonathan D. 388 ; Kazakoff, Stephen H. 335 ; Kazanov, Marat D. 389 ; Keays, Maria 59 ; Kebebew, Electron 390 ; Kefford, Richard F. 391 ; Kellis, Manolis 392 ; Kench, James G. 393 ; Kennedy, Catherine J. 155 ; Kerssemakers, Jules N. A. 377 ; Khoo, David 394 ; Khoo, Vincent 130 ; Khuntikeo, Narong 395 ; Khurana, Ekta 396 ; Kilpinen, Helena 388 ; Kim, Hark Kyun 397 ; Kim, Hyung-Lae 398 ; Kim, Hyung-Yong 359 ; Kim, Hyunghwan 159 ; Kim, Jaegil 156 ; Kim, Jihoon 399 ; Kim, Jong K. 400 ; Kim, Youngwook 401 ; King, Tari A. 402 ; Klapper, Wolfram 403 ; Kleinheinz, Kortine 319 ; Klimczak, Leszek J. 404 ; Knappskog, Stian 405 ; Kneba, Michael 384 ; Knoppers, Bartha M. 369 ; Koh, Youngil 406 ; Komorowski, Jan 407 ; Komura, Daisuke 356 ; Komura, Mitsuhiro 310 ; Kong, Gu 359 ; Kool, Marcel 408 ; Korbel, Jan O. 131 ; Korchina, Viktoriya 177 ; Korshunov, Andrey 409 ; Koscher, Michael 409 ; Koster, Roelof 410 ; Kote-Jarai, Zsofia 93 ; Koures, Antonios 153 ; Kovacevic, Milena 191 ; Kremeyer, Barbara 6 ; Kretzmer, Helene 411 ; Kreuz, Markus 412 ; Krishnamurthy, Savitri 413 ; Kube, Dieter 414 ; Kumar, Kiran 156 ; Kumar, Pardeep 130 ; Kumar, Sushant 415 ; Kumar, Yogesh 343 ; Kundra, Ritika 152 ; Kübler, Kirsten 416 ; Küppers, Ralf 417 ; Lagergren, Jesper 418 ; Lai, Phillip H. 80 ; Laird, Peter W. 419 ; Lakhani, Sunil R. 420 ; Lalansingh, Christopher M. 56 ; Lalonde, Emilie 56 ; Lamaze, Fabien C. 56 ; Lambert, Adam 277 ; Lander, Eric 156 ; Landgraf, Pablo 421 ; Landoni, Luca 30 ; Langerød, Anita 44 ; Lanzós, Andrés 422 ; Larsimont, Denis 423 ; Larsson, Erik 424 ; Lathrop, Mark 425 ; Lau, Loretta M. S. 426 ; Lawerenz, Chris 427 ; Lawlor, Rita T. 92 ; Lawrence, Michael S. 428 ; Lazar, Alexander J. 429 ; Lazic, Ana Mijalkovic 191 ; Le, Xuan 430 ; Lee, Darlene 21 ; Lee, Donghoon 431 ; Lee, Eunjung Alice 432 ; Lee, Hee Jin 361 ; Lee, Jake June-Koo 433 ; Lee, Jeong-Yeon 434 ; Lee, Juhee 435 ; Lee, Ming Ta Michael 436 ; Lee-Six, Henry 6 ; Lehmann, Kjong-Van 378 ; Lehrach, Hans 437 ; Lenze, Dido 347 ; Leonard, Conrad R. 335 ; Leongamornlert, Daniel A. 438 ; Leshchiner, Ignaty 156 ; Letourneau, Louis 439 ; Letunic, Ivica 440 ; Levine, Douglas A. 441 ; Lewis, Lora 177 ; Ley, Tim 442 ; Li, Chang 340 ; Li, Haiyan Irene 21 ; Li, Jun 13 ; Li, Lin 262 ; Li, Shantao 431 ; Li, Siliang 340 ; Li, Xiaobo 340 ; Li, Xiaotong 431 ; Li, Xinyue 262 ; Li, Yilong 6 ; Liang, Han 443 ; Liang, Sheng-Ben 141 ; Lichter, Peter 444 ; Lin, Pei 156 ; Lin, Ziao 445 ; Linehan, W. M. 446 ; Lingjærde, Ole Christian 447 ; Liu, Dongbing 340 ; Liu, Eric Minwei 448 ; Liu, Fei-Fei Fei 449 ; Liu, Fenglin 450 ; Liu, Jia 451 ; Liu, Xingmin 340 ; Livingstone, Julie 56 ; Livitz, Dimitri 156 ; Livni, Naomi 130 ; Lochovsky, Lucas 452 ; Loeffler, Markus 412 ; Long, Georgina V. 122 ; Lopez-Guillermo, Armando 453 ; Lou, Shaoke 415 ; Louis, David N. 88 ; Lovat, Laurence B. 388 ; Lu, Yiling 318 ; Lu, Yong-Jie 454 ; Lu, Youyong 455 ; Luchini, Claudio 81 ; Lungu, Ilinca 456 ; Luo, Xuemei 275 ; Luxton, Hayley J. 388 ; Lynch, Andy G. 457 ; Lype, Lisa 458 ; López, Cristina 27 ; López-Otín, Carlos 459 ; Ma, Eric Z. 343 ; Ma, Yussanne 21 ; MacGrogan, Gaetan 460 ; MacRae, Shona 461 ; Macintyre, Geoff 215 ; Madsen, Tobias 339 ; Maejima, Kazuhiro 256 ; Mafficini, Andrea 92 ; Maglinte, Dennis T. 462 ; Maitra, Arindam 89 ; Majumder, Partha P. 89 ; Malcovati, Luca 139 ; Malikic, Salem 212 ; Malleo, Giuseppe 30 ; Mann, Graham J. 463 ; Mantovani-Löffler, Luisa 464 ; Marchal, Kathleen 465 ; Marchegiani, Giovanni 30 ; Mardis, Elaine R. 466 ; Margolin, Adam A. 467 ; Marin, Maximillian G. 298 ; Markowetz, Florian 224 ; Markowski, Julia 350 ; Marks, Jeffrey 468 ; Marques-Bonet, Tomas 469 ; Marra, Marco A. 21 ; Marsden, Luke 277 ; Martens, John W. M. 249 ; Martin, Sancha 470 ; Martin-Subero, Jose I. 471 ; Martincorena, Iñigo 6 ; Martinez-Fundichely, Alexander 472 ; Maruvka, Yosef E. 473 ; Mashl, R. Jay 474 ; Massie, Charlie E. 215 ; Matthew, Thomas J. 298 ; Matthews, Lucy 93 ; Mayer, Erik 475 ; Mayes, Simon 476 ; Mayo, Michael 21 ; Mbabaali, Faridah 184 ; McCune, Karen 477 ; McDermott, Ultan 6 ; McGillivray, Patrick D. 478 ; McLellan, Michael D. 208 ; McPherson, John D. 479 ; McPherson, John R. 94 ; McPherson, Treasa A. 480 ; Meier, Samuel R. 156 ; Meng, Alice 481 ; Meng, Shaowu 51 ; Menzies, Andrew 6 ; Merrett, Neil D. 482 ; Merson, Sue 93 ; Meyerson, Matthew 483 ; Meyerson, William 484 ; Mieczkowski, Piotr A. 485 ; Mihaiescu, George L. 26 ; Mijalkovic, Sanja 191 ; Mikkelsen, Tom 486 ; Milella, Michele 164 ; Mileshkin, Linda 22 ; Miller, Christopher A. 258 ; Miller, David K. 487 ; Miller, Jessica K. 184 ; Mills, Gordon B. 488 ; Milovanovic, Ana 61 ; Minner, Sarah 489 ; Miotto, Marco 30 ; Arnau, Gisela Mir 178 ; Mirabello, Lisa 148 ; Mitchell, Chris 22 ; Mitchell, Thomas J. 490 ; Miyano, Satoru 310 ; Miyoshi, Naoki 310 ; Mizuno, Shinichi 491 ; Molnár-Gábor, Fruzsina 492 ; Moore, Malcolm J. 203 ; Moore, Richard A. 21 ; Morganella, Sandro 6 ; Morris, Quaid D. 493 ; Morrison, Carl 494 ; Mose, Lisle E. 51 ; Moser, Catherine D. 274 ; Muiños, Ferran 202 ; Mularoni, Loris 202 ; Mungall, Andrew J. 21 ; Mungall, Karen 21 ; Musgrove, Elizabeth A. 50 ; Mustonen, Ville 495 ; Mutch, David 496 ; Muyas, Francesc 196 ; Muzny, Donna M. 177 ; Muñoz, Alfonso 59 ; Myers, Jerome 497 ; Myklebost, Ola 498 ; Möller, Peter 499 ; Nagae, Genta 8 ; Nagrial, Adnan M. 366 ; Nahal-Bose, Hardeep K. 26 ; Nakagama, Hitoshi 500 ; Nakagawa, Hidewaki 256 ; Nakamura, Hiromi 34 ; Nakamura, Toru 326 ; Nakano, Kaoru 256 ; Nandi, Tannistha 501 ; Nangalia, Jyoti 6 ; Nastic, Mia 191 ; Navarro, Arcadi 502 ; Navarro, Fabio C. P. 503 ; Neal, David E. 504 ; Nettekoven, Gerd 505 ; Newell, Felicity 335 ; Newhouse, Steven J. 59 ; Newton, Yulia 298 ; Ng, Alvin Wei Tian 506 ; Ng, Anthony 507 ; Nicholson, Jonathan 6 ; Nicol, David 130 ; Nie, Yongzhan 508 ; Nielsen, G. Petur 88 ; Nielsen, Morten Muhlig 339 ; Nik-Zainal, Serena 509 ; Noble, Michael S. 156 ; Nones, Katia 335 ; Northcott, Paul A. 510 ; Notta, Faiyaz 511 ; O’Connor, Brian D. 512 ; O’Donnell, Peter 513 ; O’Donovan, Maria 246 ; O’Meara, Sarah 6 ; O’Neill, Brian Patrick 514 ; O’Neill, J. Robert 515 ; Ocana, David 59 ; Ochoa, Angelica 7 ; Oesper, Layla 516 ; Ogden, Christopher 130 ; Ohdan, Hideki 12 ; Ohi, Kazuhiro 310 ; Ohno-Machado, Lucila 153 ; Oien, Karin A. 517 ; Ojesina, Akinyemi I. 518 ; Ojima, Hidenori 519 ; Okusaka, Takuji 520 ; Omberg, Larsson 521 ; Ong, Choon Kiat 522 ; Ossowski, Stephan 196 ; Ott, German 523 ; Ouellette, B. F. Francis 524 ; P’ng, Christine 56 ; Paczkowska, Marta 56 ; Paiella, Salvatore 30 ; Pairojkul, Chawalit 525 ; Pajic, Marina 366 ; Pan-Hammarström, Qiang 526 ; Papaemmanuil, Elli 6 ; Papatheodorou, Irene 59 ; Paramasivam, Nagarajan 527 ; Park, Ji Wan 322 ; Park, Joong-Won 528 ; Park, Keunchil 529 ; Park, Kiejung 530 ; Park, Peter J. 433 ; Parker, Joel S. 485 ; Parsons, Simon L. 531 ; Pass, Harvey 532 ; Pasternack, Danielle 184 ; Pastore, Alessandro 533 ; Patch, Ann-Marie 335 ; Pauporté, Iris 160 ; Pea, Antonio 30 ; Pearson, John V. 335 ; Pedamallu, Chandra Sekhar 483 ; Pedersen, Jakob Skou 534 ; Pederzoli, Paolo 30 ; Peifer, Martin 182 ; Pennell, Nathan A. 535 ; Perou, Charles M. 536 ; Perry, Marc D. 537 ; Petersen, Gloria M. 538 ; Peto, Myron 31 ; Petrelli, Nicholas 539 ; Petryszak, Robert 59 ; Pfister, Stefan M. 540 ; Phillips, Mark 369 ; Pich, Oriol 202 ; Pickett, Hilda A. 426 ; Pihl, Todd D. 541 ; Pillay, Nischalan 542 ; Pinder, Sarah 543 ; Pinese, Mark 366 ; Pinho, Andreia V. 544 ; Pitkänen, Esa 229 ; Pivot, Xavier 545 ; Piñeiro-Yáñez, Elena 16 ; Planko, Laura 505 ; Plass, Christoph 269 ; Polak, Paz 546 ; Pons, Tirso 547 ; Popescu, Irinel 548 ; Potapova, Olga 549 ; Prasad, Aparna 550 ; Preston, Shaun R. 551 ; Prinz, Manuel 377 ; Pritchard, Antonia L. 221 ; Prokopec, Stephenie D. 56 ; Provenzano, Elena 552 ; Puente, Xose S. 553 ; Puig, Sonia 91 ; Puiggròs, Montserrat 61 ; Pulido-Tamayo, Sergio 465 ; Pupo, Gulietta M. 554 ; Purdie, Colin A. 555 ; Quinn, Michael C. 335 ; Rabionet, Raquel 556 ; Rader, Janet S. 557 ; Radlwimmer, Bernhard 341 ; Radovic, Petar 191 ; Raeder, Benjamin 229 ; Raine, Keiran M. 6 ; Ramakrishna, Manasa 6 ; Ramakrishnan, Kamna 6 ; Ramalingam, Suresh 558 ; Raphael, Benjamin J. 559 ; Rathmell, W. Kimryn 560 ; Rausch, Tobias 229 ; Reifenberger, Guido 561 ; Reimand, Jüri 355 ; Reis-Filho, Jorge 273 ; Reuter, Victor 273 ; Reyes-Salazar, Iker 255 ; Reyna, Matthew A. 559 ; Reynolds, Sheila M. 458 ; Rheinbay, Esther 416 ; Riazalhosseini, Yasser 425 ; Richardson, Andrea L. 236 ; Richter, Julia 562 ; Ringel, Matthew 563 ; Ringnér, Markus 95 ; Rino, Yasushi 564 ; Rippe, Karsten 565 ; Roach, Jeffrey 566 ; Roberts, Lewis R. 274 ; Roberts, Nicola D. 6 ; Roberts, Steven A. 567 ; Robertson, A. Gordon 21 ; Robertson, Alan J. 28 ; Rodriguez, Javier Bartolomé 61 ; Rodriguez-Martin, Bernardo 23 ; Rodríguez-González, F. Germán 568 ; Roehrl, Michael H. A. 569 ; Rohde, Marius 570 ; Rokutan, Hirofumi 387 ; Romieu, Gilles 571 ; Rooman, Ilse 366 ; Roques, Tom 572 ; Rosebrock, Daniel 156 ; Rosenberg, Mara 306 ; Rosenstiel, Philip C. 573 ; Rosenwald, Andreas 574 ; Rowe, Edward W. 575 ; Royo, Romina 61 ; Rozen, Steven G. 576 ; Rubanova, Yulia 577 ; Rubin, Mark A. 578 ; Rubio-Perez, Carlota 579 ; Rudneva, Vasilisa A. 229 ; Rusev, Borislav C. 92 ; Ruzzenente, Andrea 580 ; Rätsch, Gunnar 581 ; Sabarinathan, Radhakrishnan 582 ; Sabelnykova, Veronica Y. 56 ; Sadeghi, Sara 21 ; Sahinalp, S. Cenk 583 ; Saini, Natalie 282 ; Saito-Adachi, Mihoko 387 ; Saksena, Gordon 156 ; Salcedo, Adriana 56 ; Salgado, Roberto 584 ; Salichos, Leonidas 415 ; Sallari, Richard 156 ; Saller, Charles 585 ; Salvia, Roberto 30 ; Sam, Michelle 184 ; Samra, Jaswinder S. 586 ; Sanchez-Vega, Francisco 152 ; Sander, Chris 587 ; Sanders, Grant 51 ; Sarin, Rajiv 588 ; Sarrafi, Iman 212 ; Sasaki-Oku, Aya 256 ; Sauer, Torill 447 ; Sauter, Guido 489 ; Saw, Robyn P. M. 122 ; Scardoni, Maria 81 ; Scarlett, Christopher J. 589 ; Scarpa, Aldo 92 ; Scelo, Ghislaine 107 ; Schadendorf, Dirk 590 ; Schein, Jacqueline E. 21 ; Schilhabel, Markus B. 573 ; Schlesner, Matthias 591 ; Schlomm, Thorsten 592 ; Schmidt, Heather K. 258 ; Schramm, Sarah-Jane 554 ; Schreiber, Stefan 593 ; Schultz, Nikolaus 37 ; Schumacher, Steven E. 594 ; Schwarz, Roland F. 595 ; Scolyer, Richard A. 596 ; Scott, David 372 ; Scully, Ralph 597 ; Seethala, Raja 598 ; Segre, Ayellet V. 599 ; Selander, Iris 480 ; Semple, Colin A. 380 ; Senbabaoglu, Yasin 533 ; Sengupta, Subhajit 600 ; Sereni, Elisabetta 30 ; Serra, Stefano 601 ; Sgroi, Dennis C. 88 ; Shackleton, Mark 22 ; Shah, Nimish C. 342 ; Shahabi, Sagedeh 141 ; Shang, Catherine A. 245 ; Shang, Ping 122 ; Shapira, Ofer 602 ; Shelton, Troy 183 ; Shen, Ciyue 603 ; Shen, Hui 604 ; Shepherd, Rebecca 6 ; Shi, Ruian 605 ; Shi, Yan 51 ; Shiah, Yu-Jia 56 ; Shibata, Tatsuhiro 606 ; Shih, Juliann 121 ; Shimizu, Eigo 310 ; Shimizu, Kiyo 607 ; Shin, Seung Jun 608 ; Shiraishi, Yuichi 310 ; Shmaya, Tal 609 ; Shmulevich, Ilya 458 ; Shorser, Solomon I. 56 ; Short, Charles 59 ; Shrestha, Raunak 169 ; Shringarpure, Suyash S. 610 ; Shriver, Craig 611 ; Shuai, Shimin 45 ; Sidiropoulos, Nikos 612 ; Siebert, Reiner 613 ; Sieuwerts, Anieta M. 249 ; Sieverling, Lina 336 ; Signoretti, Sabina 614 ; Sikora, Katarzyna O. 92 ; Simbolo, Michele 54 ; Simon, Ronald 489 ; Simons, Janae V. 51 ; Simpson, Jared T. 615 ; Simpson, Peter T. 420 ; Singer, Samuel 616 ; Sinnott-Armstrong, Nasa 617 ; Sipahimalani, Payal 21 ; Skelly, Tara J. 618 ; Smid, Marcel 249 ; Smith, Jaclyn 619 ; Smith-McCune, Karen 477 ; Socci, Nicholas D. 533 ; Sofia, Heidi J. 290 ; Soloway, Matthew G. 51 ; Song, Lei 148 ; Sood, Anil K. 620 ; Sothi, Sharmila 621 ; Sotiriou, Christos 153 ; Soulette, Cameron M. 298 ; Span, Paul N. 622 ; Spellman, Paul T. 31 ; Sperandio, Nicola 92 ; Spillane, Andrew J. 122 ; Spiro, Oliver 156 ; Spring, Jonathan 623 ; Staaf, Johan 95 ; Stadler, Peter F. 78 ; Staib, Peter 624 ; Stark, Stefan G. 625 ; Stebbings, Lucy 6 ; Stefánsson, Ólafur Andri 626 ; Stegle, Oliver 627 ; Stein, Lincoln D. 45 ; Stenhouse, Alasdair 628 ; Stewart, Chip 156 ; Stilgenbauer, Stephan 629 ; Stobbe, Miranda D. 71 ; Stratton, Michael R. 6 ; Stretch, Jonathan R. 122 ; Struck, Adam J. 467 ; Stuart, Joshua M. 630 ; Stunnenberg, Henk G. 631 ; Su, Hong 340 ; Su, Xiaoping 110 ; Sun, Ren X. 56 ; Sungalee, Stephanie 229 ; Susak, Hana 214 ; Suzuki, Akihiro 632 ; Sweep, Fred 633 ; Szczepanowski, Monika 403 ; Sültmann, Holger 634 ; Yugawa, Takashi 607 ; Tam, Angela 21 ; Tamborero, David 202 ; Tan, Benita Kiat Tee 635 ; Tan, Donghui 485 ; Tan, Patrick 636 ; Tanaka, Hiroko 310 ; Taniguchi, Hirokazu 637 ; Tanskanen, Tomas J. 638 ; Tarabichi, Maxime 639 ; Tarnuzzer, Roy 129 ; Tarpey, Patrick 640 ; Taschuk, Morgan L. 275 ; Tatsuno, Kenji 8 ; Tavaré, Simon 641 ; Taylor, Darrin F. 28 ; Taylor-Weiner, Amaro 156 ; Teague, Jon W. 6 ; Teh, Bin Tean 642 ; Tembe, Varsha 554 ; Temes, Javier 643 ; Thai, Kevin 26 ; Thayer, Sarah P. 334 ; Thiessen, Nina 21 ; Thomas, Gilles 644 ; Thomas, Sarah 130 ; Thompson, Alan 130 ; Thompson, Alastair M. 628 ; Thompson, John F. F. 122 ; Thompson, R. Houston 645 ; Thorne, Heather 22 ; Thorne, Leigh B. 91 ; Thorogood, Adrian 369 ; Tiao, Grace 156 ; Tijanic, Nebojsa 191 ; Timms, Lee E. 184 ; Tirabosco, Roberto 646 ; Tojo, Marta 647 ; Tommasi, Stefania 648 ; Toon, Christopher W. 366 ; Toprak, Umut H. 649 ; Torrents, David 650 ; Tortora, Giampaolo 651 ; Tost, Jörg 652 ; Totoki, Yasushi 34 ; Townend, David 653 ; Traficante, Nadia 22 ; Treilleux, Isabelle 654 ; Trotta, Jean-Rémi 655 ; Trümper, Lorenz H. P. 414 ; Tsao, Ming 656 ; Tsunoda, Tatsuhiko 657 ; Tubio, Jose M. C. 658 ; Tucker, Olga 659 ; Turkington, Richard 660 ; Turner, Daniel J. 476 ; Tutt, Andrew 236 ; Ueno, Masaki 312 ; Ueno, Naoto T. 661 ; Umbricht, Christopher 662 ; Umer, Husen M. 663 ; Underwood, Timothy J. 664 ; Urban, Lara 131 ; Urushidate, Tomoko 637 ; Ushiku, Tetsuo 257 ; Uusküla-Reimand, Liis 665 ; Valencia, Alfonso 650 ; Van Den Berg, David J. 80 ; Van Laere, Steven 211 ; Van Loo, Peter 195 ; Van Meir, Erwin G. 666 ; Van den Eynden, Gert G. 211 ; Van der Kwast, Theodorus 667 ; Vasudev, Naveen 53 ; Vazquez, Miguel 668 ; Vedururu, Ravikiran 178 ; Veluvolu, Umadevi 485 ; Vembu, Shankar 669 ; Verbeke, Lieven P. C. 670 ; Vermeulen, Peter 211 ; Verrill, Clare 671 ; Viari, Alain 92 ; Vicente, David 61 ; Vicentini, Caterina 92 ; VijayRaghavan, K. 295 ; Viksna, Juris 672 ; Vilain, Ricardo E. 673 ; Villasante, Izar 61 ; Vincent-Salomon, Anne 674 ; Visakorpi, Tapio 103 ; Voet, Douglas 156 ; Vyas, Paresh 675 ; Vázquez-García, Ignacio 676 ; Waddell, Nick M. 677 ; Waddell, Nicola 335 ; Wadelius, Claes 678 ; Wadi, Lina 56 ; Wagener, Rabea 27 ; Wala, Jeremiah A. 79 ; Wang, Jian 262 ; Wang, Jiayin 679 ; Wang, Linghua 177 ; Wang, Qi 409 ; Wang, Wenyi 13 ; Wang, Yumeng 680 ; Wang, Zhining 129 ; Waring, Paul M. 525 ; Warnatz, Hans-Jörg 437 ; Warrell, Jonathan 415 ; Warren, Anne Y. 681 ; Waszak, Sebastian M. 229 ; Wedge, David C. 682 ; Weichenhan, Dieter 269 ; Weinberger, Paul 683 ; Weinstein, John N. 318 ; Weischenfeldt, Joachim 684 ; Weisenberger, Daniel J. 80 ; Welch, Ian 685 ; Wendl, Michael C. 686 ; Werner, Johannes 687 ; Whalley, Justin P. 688 ; Wheeler, David A. 689 ; Whitaker, Hayley C. 388 ; Wigle, Dennis 690 ; Wilkerson, Matthew D. 485 ; Williams, Ashley 153 ; Wilmott, James S. 122 ; Wilson, Gavin W. 691 ; Wilson, Julie M. 64 ; Wilson, Richard K. 692 ; Winterhoff, Boris 693 ; Wintersinger, Jeffrey A. 694 ; Wiznerowicz, Maciej 695 ; Wolf, Stephan 696 ; Wong, Bernice H. 697 ; Wong, Tina 698 ; Wong, Winghing 699 ; Woo, Youngchoon 159 ; Wood, Scott 335 ; Wouters, Bradly G. 700 ; Wright, Adam J. 56 ; Wright, Derek W. 701 ; Wright, Mark H. 610 ; Wu, Chin-Lee 88 ; Wu, Dai-Ying 702 ; Wu, Guanming 703 ; Wu, Jianmin 366 ; Wu, Kui 340 ; Wu, Yang 94 ; Wu, Zhenggang 343 ; Xi, Liu 177 ; Xia, Tian 704 ; Xiang, Qian 26 ; Xiao, Xiao 705 ; Xing, Rui 706 ; Xiong, Heng 340 ; Xu, Qinying 335 ; Xu, Yanxun 707 ; Xue, Hong 343 ; Yachida, Shinichi 708 ; Yakneen, Sergei 709 ; Yamaguchi, Rui 310 ; Yamaguchi, Takafumi N. 56 ; Yamamoto, Masakazu 36 ; Yamamoto, Shogo 8 ; Yamaue, Hiroki 312 ; Yang, Fan 605 ; Yang, Huanming 262 ; Yang, Jean Y. 710 ; Yang, Liming 129 ; Yang, Lixing 711 ; Yang, Shanlin 209 ; Yang, Tsun-Po 182 ; Yang, Yang 303 ; Yao, Xiaotong 712 ; Yaspo, Marie-Laure 437 ; Yates, Lucy 6 ; Yau, Christina 72 ; Ye, Chen 340 ; Ye, Kai 713 ; Yellapantula, Venkata D. 714 ; Yoon, Christopher J. 158 ; Yoon, Sung-Soo 715 ; Yousif, Fouad 56 ; Yu, Jun 716 ; Yu, Kaixian 717 ; Yu, Willie 718 ; Yu, Yingyan 719 ; Yuan, Ke 720 ; Yuan, Yuan 13 ; Yuen, Denis 56 ; Yung, Christina K. 26 ; Zaikova, Olga 721 ; Zamora, Jorge 722 ; Zapatka, Marc 341 ; Zenklusen, Jean C. 129 ; Zenz, Thorsten 723 ; Zeps, Nikolajs 724 ; Zhang, Cheng-Zhong 725 ; Zhang, Fan 726 ; Zhang, Hailei 156 ; Zhang, Hongwei 727 ; Zhang, Hongxin 37 ; Zhang, Jiashan 129 ; Zhang, Jing 431 ; Zhang, Junjun 26 ; Zhang, Xiuqing 262 ; Zhang, Xuanping 728 ; Zhang, Yan 729 ; Zhang, Zemin 316 ; Zhao, Zhongming 730 ; Zheng, Liangtao 726 ; Zheng, Xiuqing 726 ; Zhou, Wanding 604 ; Zhou, Yong 262 ; Zhu, Bin 148 ; Zhu, Hongtu 731 ; Zhu, Jingchun 179 ; Zhu, Shida 340 ; Zou, Lihua 732 ; Zou, Xueqing 6 ; deFazio, Anna 733 ; van As, Nicholas 130 ; van Deurzen, Carolien H. M. 734 ; van de Vijver, Marc J. 525 ; van’t Veer, L. 735 ; von Mering, Christian 736 

 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of California, Department of Human Genetics, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718) 
 University of Manchester, Division of Cancer Sciences, Faculty of Biology, Health and Medicine, Manchester, UK (GRID:grid.5379.8) (ISNI:0000000121662407); The Christie NHS Foundation Trust, Manchester, UK (GRID:grid.412917.8) (ISNI:0000 0004 0430 9259); CRUK Manchester Institute and Centre, Manchester, UK (GRID:grid.412917.8) 
 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of California, Department of Human Genetics, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of Toronto, Department of Pharmacology and Toxicology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Vector Institute for Artificial Intelligence, Toronto, Canada (GRID:grid.494618.6); University of California, Department of Urology, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of California Los Angeles, Jonsson Comprehensive Cancer Centre, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of California Los Angeles, Institute for Precision Health, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718) 
 Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382) 
 Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
 University of Tokyo, Genome Science Division, Research Center for Advanced Science and Technology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
 University of Chicago, Department of Surgery, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
10  Keimyung University Dongsan Medical Center, Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery, School of Medicine, Daegu, South Korea (GRID:grid.414067.0) (ISNI:0000 0004 0647 8419) 
11  Gachon University, Department of Oncology, Gil Medical Center, Incheon, South Korea (GRID:grid.256155.0) (ISNI:0000 0004 0647 2973) 
12  Hiroshima University, Hiroshima, Japan (GRID:grid.257022.0) (ISNI:0000 0000 8711 3200) 
13  The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
14  University of Texas MD Anderson Cancer Center, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
15  King Faisal Specialist Hospital and Research Centre, Al Maather, Riyadh, Saudi Arabia (GRID:grid.415310.2) (ISNI:0000 0001 2191 4301) 
16  Bioinformatics Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain (GRID:grid.7719.8) (ISNI:0000 0000 8700 1153) 
17  University Medical Center Hamburg, Bioinformatics Core Facility, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484); Leibniz Institute for Experimental Virology, Heinrich Pette Institute, Hamburg, Germany (GRID:grid.418481.0) (ISNI:0000 0001 0665 103X) 
18  Ontario Institute for Cancer Research, Ontario Tumour Bank, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
19  The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); National Cancer Institute, Laboratory of Pathology, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075) 
20  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of California San Diego, Department of Cellular and Molecular Medicine and Department of Bioengineering, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714) 
21  Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada (GRID:grid.434706.2) (ISNI:0000 0004 0410 5424) 
22  University of Melbourne, Sir Peter MacCallum Department of Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
23  Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738) 
24  Royal National Orthopaedic Hospital - Bolsover, London, UK (GRID:grid.416177.2) (ISNI:0000 0004 0417 7890) 
25  The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039) 
26  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
27  Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986); Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X) 
28  University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537) 
29  Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025) 
30  University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
31  Oregon Health and Science University, Molecular and Medical Genetics, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
32  BC Cancer Research Centre, Department of Molecular Oncology, Vancouver, Canada (GRID:grid.248762.d) (ISNI:0000 0001 0702 3000) 
33  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); University College London, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201) 
34  National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
35  DLR Project Management Agency, Bonn, Germany (GRID:grid.272242.3) 
36  Tokyo Women’s Medical University, Tokyo, Japan (GRID:grid.410818.4) (ISNI:0000 0001 0720 6587) 
37  Memorial Sloan Kettering Cancer Center, Center for Molecular Oncology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
38  Los Alamos National Laboratory, Los Alamos, USA (GRID:grid.148313.c) (ISNI:0000 0004 0428 3079) 
39  University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889) 
40  German Cancer Research Center (DKFZ), Epigenomics and Cancer Risk Factors, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
41  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Vector Institute, Toronto, Canada (GRID:grid.494618.6) 
42  Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X); Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
43  University of North Carolina at Chapel Hill, Department of Pathology and Laboratory Medicine, School of Medicine, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
44  Oslo University Hospital, The Norwegian Radium Hospital, Department of Cancer Genetics, Institute for Cancer Research, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485) 
45  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
46  University of Barcelona, Pathology, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
47  University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
48  Transmissible Cancer Group, University of Cambridge, Department of Veterinary Medicine, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
49  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
50  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X) 
51  University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
52  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, USA (GRID:grid.511177.4); Harvard Medical School, Department of Pediatrics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
53  University of Leeds, St. James’s University Hospital, Leeds Institute of Medical Research @ St. James’s, Leeds, UK (GRID:grid.443984.6) (ISNI:0000 0000 8813 7132) 
54  University and Hospital Trust of Verona, Department of Pathology and Diagnostics, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
55  Princess Alexandra Hospital, Department of Surgery, Brisbane, Australia (GRID:grid.412744.0) (ISNI:0000 0004 0380 2017); University of Queensland, Surgical Oncology Group, Diamantina Institute, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537) 
56  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
57  Case Western Reserve University School of Medicine, Department of Population and Quantitative Health Sciences, Cleveland, USA (GRID:grid.67105.35) (ISNI:0000 0001 2164 3847); University Hospitals Cleveland Medical Center, Research Health Analytics and Informatics, Cleveland, USA (GRID:grid.443867.a) (ISNI:0000 0000 9149 4843) 
58  Gloucester Royal Hospital, Gloucester, UK (GRID:grid.413144.7) (ISNI:0000 0001 0489 6543) 
59  European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726) 
60  Ontario Institute for Cancer Research, Ontario Tumour Bank, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Diagnostic Development, Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
61  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602) 
62  University of Calgary, Arnie Charbonneau Cancer Institute, Calgary, Canada (GRID:grid.22072.35) (ISNI:0000 0004 1936 7697); University of Calgary, Departments of Surgery and Oncology, Calgary, Canada (GRID:grid.22072.35) (ISNI:0000 0004 1936 7697) 
63  Oslo University Hospital, The Norwegian Radium Hospital, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485) 
64  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
65  Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4) (ISNI:0000 0004 0465 4079) 
66  Royal Stoke University Hospital, Stoke-on-Trent, UK (GRID:grid.439344.d) (ISNI:0000 0004 0641 6760) 
67  Ontario Institute for Cancer Research, Genome Sequence Informatics, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Human Longevity Inc, San Diego, USA (GRID:grid.459583.6) (ISNI:0000 0004 4652 6825) 
68  La Trobe University, Olivia Newton-John Cancer Research Institute, Heidelberg, Australia (GRID:grid.1018.8) (ISNI:0000 0001 2342 0938) 
69  Chinese Academy of Sciences, Computer Network Information Center, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309) 
70  Genome Canada, Ottawa, Canada (GRID:grid.440163.4) (ISNI:0000 0001 0352 8618) 
71  Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676) 
72  Buck Institute for Research on Aging, Novato, USA (GRID:grid.272799.0) (ISNI:0000 0000 8687 5377) 
73  Duke University Medical Center, Durham, USA (GRID:grid.189509.c) (ISNI:0000000100241216) 
74  Hannover Medical School, Department of Human Genetics, Hannover, Germany (GRID:grid.10423.34) (ISNI:0000 0000 9529 9877) 
75  University of California San Diego, Department of Cellular and Molecular Medicine and Department of Bioengineering, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714) 
76  Cedars-Sinai Medical Center, Center for Bioinformatics and Functional Genomics, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905); Cedars-Sinai Medical Center, Department of Biomedical Sciences, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905); The Hebrew University Faculty of Medicine, Jerusalem, Israel (GRID:grid.9619.7) (ISNI:0000 0004 1937 0538) 
77  Queen Mary University of London, Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133) 
78  University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786) 
79  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
80  University of Southern California, USC Norris Comprehensive Cancer Center, Los Angeles, USA (GRID:grid.42505.36) (ISNI:0000 0001 2156 6853) 
81  University and Hospital Trust of Verona, Department of Diagnostics and Public Health, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
82  Aarhus University, Department of Mathematics, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X) 
83  Instituto Carlos Slim de la Salud, Mexico City, Mexico (GRID:grid.154185.c) 
84  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of New South Wales (UNSW Sydney), South Western Sydney Clinical School, Faculty of Medicine, Liverpool, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); Glasgow Royal Infirmary, West of Scotland Pancreatic Unit, Glasgow, UK (GRID:grid.411714.6) (ISNI:0000 0000 9825 7840) 
85  Berlin Institute of Health and Charitè - Universitätsmedizin Berlin, Center for Digital Health, Berlin, Germany (GRID:grid.484013.a) (ISNI:0000 0004 6879 971X); German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
86  Duke University Medical Center, The Preston Robert Tisch Brain Tumor Center, Durham, USA (GRID:grid.189509.c) (ISNI:0000000100241216) 
87  University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786) 
88  Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
89  National Institute of Biomedical Genomics, Kalyani, India (GRID:grid.410872.8) (ISNI:0000 0004 1774 5690) 
90  Oslo University Hospital, The Norwegian Radium Hospital, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485); University of Oslo, Institute of Clinical Medicine and Institute of Oral Biology, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921) 
91  University of North Carolina at Chapel Hill, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
92  University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
93  The Institute of Cancer Research, London, UK (GRID:grid.18886.3f) 
94  Duke-NUS Medical School, Centre for Computational Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924) 
95  Lund University, Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361) 
96  Heinrich-Heine-University, Department of Pediatric Oncology, Hematology and Clinical Immunology, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917) 
97  RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267) 
98  Friedrich-Ebert-Hospital, Department of Internal Medicine/Hematology, Neumünster, Germany (GRID:grid.419890.d) 
99  Yale University, Departments of Dermatology and Pathology, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
100  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299) 
101  University of Oxford, Radcliffe Department of Medicine, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
102  McGill University, Canadian Center for Computational Genomics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649); McGill University, Department of Human Genetics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649) 
103  Tampere University and Tays Cancer Center, Tampere University Hospital, Faculty of Medicine and Health Technology, Tampere, Finland (GRID:grid.412330.7) (ISNI:0000 0004 0628 2985) 
104  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Haematology, Leeds Teaching Hospitals NHS Trust, Leeds, UK (GRID:grid.415967.8) (ISNI:0000 0000 9965 1030) 
105  Centre Léon Bérard, Translational Research and Innovation, Lyon, France (GRID:grid.418116.b) (ISNI:0000 0001 0200 3174) 
106  Fox Chase Cancer Center, Philadelphia, USA (GRID:grid.249335.a) (ISNI:0000 0001 2218 7820) 
107  World Health Organization, International Agency for Research on Cancer, Lyon, France (GRID:grid.17703.32) (ISNI:0000000405980095) 
108  Earlham Institute, Norwich, UK (GRID:grid.421605.4) (ISNI:0000 0004 0447 4123); University of East Anglia, Norwich Medical School, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967) 
109  Radboud University, Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands (GRID:grid.5590.9) (ISNI:0000000122931605) 
110  The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
111  Harvard Medical School, Department of Pathology, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
112  The Johns Hopkins University School of Medicine, Department of Surgery, Division of Thoracic Surgery, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
113  The Netherlands Cancer Institute, Oncode Institute, Division of Molecular Pathology, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393) 
114  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
115  German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365) 
116  Technical University of Denmark, Center for Biological Sequence Analysis, Department of Bio and Health Informatics, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870); University of Copenhagen, Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
117  University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537) 
118  Oregon Health and Science University, Biomedical Engineering, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
119  German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373) 
120  Federal Ministry of Education and Research, Berlin, Germany (GRID:grid.5586.e) (ISNI:0000 0004 0639 2885) 
121  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910) 
122  University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
123  University Hospital Muenster, Pediatric Hematology and Oncology, Muenster, Germany (GRID:grid.16149.3b) (ISNI:0000 0004 0551 4246) 
124  Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, McKusick-Nathans Institute of Genetic Medicine, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
125  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Foundation Medicine, Inc, Cambridge, USA (GRID:grid.418158.1) (ISNI:0000 0004 0534 4718) 
126  Stanford University School of Medicine, Department of Biomedical Data Science, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
127  University of California, Bakar Computational Health Sciences Institute and Department of Pediatrics, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811) 
128  Oslo University Hospital, The Norwegian Radium Hospital, Department of Cancer Genetics, Institute for Cancer Research, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485); University of Oslo, Institute of Clinical Medicine, Faculty of Medicine, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921) 
129  National Institutes of Health, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
130  Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X) 
131  European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X) 
132  University of Cambridge, Department of Oncology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
133  Institut Gustave Roussy, Villejuif, France (GRID:grid.14925.3b) (ISNI:0000 0001 2284 9388) 
134  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); University of Cambridge, Department of Haematology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
135  University of Barcelona, Anatomia Patológica, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247); Spanish Ministry of Science and Innovation, Madrid, Spain (GRID:grid.451322.3) (ISNI:0000 0004 1770 9462) 
136  University of Michigan Comprehensive Cancer Center, Ann Arbor, USA (GRID:grid.412590.b) (ISNI:0000 0000 9081 2336) 
137  University of Bern, Department for BioMedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Graduate School for Cellular and Biomedical Sciences, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157) 
138  University and Hospital Trust of Verona, Department of Diagnostics and Public Health, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
139  University of Pavia, Pavia, Italy (GRID:grid.8982.b) (ISNI:0000 0004 1762 5736) 
140  University of Alabama at Birmingham, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187) 
141  Toronto General Hospital, UHN Program in BioSpecimen Sciences, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177) 
142  Icahn School of Medicine at Mount Sinai, Department of Urology, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
143  University of Tasmania, Sandy Bay Campus, Centre for Law and Genetics, Hobart, Australia (GRID:grid.1009.8) (ISNI:0000 0004 1936 826X) 
144  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University, Faculty of Biosciences, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373) 
145  University of Ottawa, Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, Ottawa, Canada (GRID:grid.28046.38) (ISNI:0000 0001 2182 2255) 
146  Division of Anatomic Pathology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
147  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432) 
148  National Institutes of Health, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
149  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); Wollongong Hospital, Illawarra Shoalhaven Local Health District L3 Illawarra Cancer Care Centre, Wollongong, Australia (GRID:grid.417154.2) (ISNI:0000 0000 9781 7439) 
150  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); BioForA, French National Institute for Agriculture, Food, and Environment (INRAE), ONF, Orléans, France (GRID:grid.419890.d) 
151  Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Johns Hopkins University, Department of Biostatistics, Bloomberg School of Public Health, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
152  Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); Memorial Sloan Kettering Cancer Center, Center for Molecular Oncology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
153  University of California San Diego, San Diego, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242) 
154  Division of Experimental Pathology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
155  University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Westmead Hospital, Department of Gynaecological Oncology, Sydney, Australia (GRID:grid.413252.3) (ISNI:0000 0001 0180 6477) 
156  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623) 
157  PDXen Biosystems Inc, Seoul, South Korea (GRID:grid.66859.34) 
158  Korea Advanced Institute of Science and Technology, Daejeon, South Korea (GRID:grid.37172.30) (ISNI:0000 0001 2292 0500) 
159  Electronics and Telecommunications Research Institute, Daejeon, South Korea (GRID:grid.36303.35) (ISNI:0000 0000 9148 4899) 
160  Institut National du Cancer (INCA), Boulogne-Billancourt, France (GRID:grid.455095.8) (ISNI:0000 0001 2189 059X) 
161  The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); University of Alabama at Birmingham, Department of Genetics, Informatics Institute, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187) 
162  National Cancer Centre, Division of Medical Oncology, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745) 
163  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
164  University and Hospital Trust of Verona, Medical Oncology, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
165  University Hospital Schleswig-Holstein, Department of Pediatrics, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097) 
166  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428) 
167  University of Auckland, School of Biological Sciences, Auckland, New Zealand (GRID:grid.9654.e) (ISNI:0000 0004 0372 3343) 
168  University of Melbourne, Department of Surgery, Parkville, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); Royal Children’s Hospital, The Murdoch Children’s Research Institute, Parkville, Australia (GRID:grid.416107.5) (ISNI:0000 0004 0614 0346); Walter and Eliza Hall Institute, Parkville, Australia (GRID:grid.1042.7) (ISNI:0000 0004 0432 4889) 
169  Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796) 
170  University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881) 
171  The Institute of Cancer Research, London, UK (GRID:grid.18886.3f); Earlham Institute, Norwich, UK (GRID:grid.421605.4) (ISNI:0000 0004 0447 4123); University of East Anglia, Norwich Medical School, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967); University of East Anglia, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967) 
172  Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
173  University and Hospital Trust of Verona, Department of Pathology and Diagnostics, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
174  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Norfolk and Norwich University Hospital NHS Trust, Norwich, UK (GRID:grid.240367.4) (ISNI:0000 0004 0445 7876) 
175  Victorian Institute of Forensic Medicine, Southbank, Australia (GRID:grid.433802.e) (ISNI:0000 0004 0465 4247) 
176  Harvard Medical School, Department of Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); University of Cambridge, Department of Chemistry, Centre for Molecular Science Informatics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Ludwig Center at Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
177  Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
178  University of Melbourne, Peter MacCallum Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
179  University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
180  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Physics Division, Optimization and Systems Biology Lab, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
181  Baylor College of Medicine, Department of Medicine, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
182  University of Cologne, Cologne, Germany (GRID:grid.6190.e) (ISNI:0000 0000 8580 3777) 
183  International Genomics Consortium, Phoenix, USA (GRID:grid.450294.e) (ISNI:0000 0004 0641 0756) 
184  Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
185  The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Barking Havering and Redbridge University Hospitals NHS Trust, Romford, UK (GRID:grid.439436.f) (ISNI:0000 0004 0459 7289) 
186  University of Sydney, Children’s Hospital at Westmead, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
187  University and Hospital Trust of Verona, Department of Medicine, Section of Endocrinology, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
188  Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
189  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Cambridge, Addenbrooke’s Hospital, Academic Department of Medical Genetics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5) 
190  University of North Carolina at Chapel Hill, Departments of Pediatrics and Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
191  Seven Bridges Genomics, Charlestown, USA (GRID:grid.492568.4) 
192  Stanford University School of Medicine, Department of Biomedical Data Science, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Annai Systems, Inc, Carlsbad, USA (GRID:grid.168010.e) 
193  University of Padua, Department of Pathology, General Hospital of Treviso, Department of Medicine, Treviso, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470) 
194  University of Lausanne, Department of Computational Biology, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204); University of Geneva Medical School, Department of Genetic Medicine and Development, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988); University of Geneva, Swiss Institute of Bioinformatics, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988) 
195  The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University of Leuven, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884) 
196  Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Tübingen, Institute of Medical Genetics and Applied Genomics, Tübingen, Germany (GRID:grid.10392.39) (ISNI:0000 0001 2190 1447) 
197  Genome Institute of Singapore, Computational and Systems Biology, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National University of Singapore, School of Computing, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431) 
198  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University of Oxford, Big Data Institute, Li Ka Shing Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
199  Francis Crick Institute, Biomedical Data Science Laboratory, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University College London, Bioinformatics Group, Department of Computer Science, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201) 
200  University of Toronto, The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
201  Institut Jules Bordet, Breast Cancer Translational Research Laboratory JC Heuson, Brussels, Belgium (GRID:grid.418119.4) (ISNI:0000 0001 0684 291X); KU Leuven, Department of Oncology, Laboratory for Translational Breast Cancer Research, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884) 
202  The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676) 
203  Princess Margaret Cancer Centre, Division of Medical Oncology, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
204  Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
205  UPMC Shadyside, Department of Pathology, Pittsburgh, USA (GRID:grid.415596.a) (ISNI:0000 0004 0440 3018) 
206  Independent Consultant, Wellesley, USA (GRID:grid.415596.a) 
207  Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457) 
208  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
209  Hefei University of Technology, Anhui, China (GRID:grid.256896.6) (ISNI:0000 0001 0395 8562) 
210  Cedars-Sinai Medical Center, Center for Bioinformatics and Functional Genomics, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905) 
211  Translational Cancer Research Unit, GZA Hospitals St.-Augustinus, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681) 
212  Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494) 
213  University of Pennsylvania, Philadelphia, USA (GRID:grid.25879.31) (ISNI:0000 0004 1936 8972) 
214  Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299) 
215  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
216  University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4) (ISNI:0000 0004 0465 4079); Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X) 
217  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); University of Vic—Central University of Catalonia (UVic-UCC), Faculty of Science and Technology, Vic, Spain (GRID:grid.440820.a) 
218  The Wellcome Trust, London, UK (GRID:grid.52788.30) (ISNI:0000 0004 0427 7672) 
219  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); The Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646) 
220  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Queen Elizabeth University Hospital, Department of Pathology, Glasgow, UK (GRID:grid.511123.5) (ISNI:0000 0004 5988 7216) 
221  QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395) 
222  University of Cambridge, Department of Oncology, Centre for Cancer Genetic Epidemiology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
223  Prostate Cancer Canada, Toronto, Canada (GRID:grid.453281.9) (ISNI:0000 0004 4652 6665) 
224  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
225  The Institute of Cancer Research, London, UK (GRID:grid.18886.3f); Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X) 
226  Lund University Cancer Center at Medicon Village, Lund University, Department of Laboratory Medicine, Translational Cancer Research, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361) 
227  Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662) 
228  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662) 
229  European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X) 
230  The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (GRID:grid.466571.7) (ISNI:0000 0004 1756 6246); Econometrics and Health (GRECS), UdG, Research Group on Statistics, Barcelona, Spain (GRID:grid.466571.7) 
231  The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Quantitative Genomics Laboratories (qGenomics), Barcelona, Spain (GRID:grid.473715.3) 
232  Icelandic Cancer Registry, Icelandic Cancer Society, Reykjavik, Iceland (GRID:grid.507118.a) (ISNI:0000 0001 0329 4954) 
233  Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
234  Fourth Military Medical University, State Key Laboratory of Cancer Biology, and Xijing Hospital of Digestive Diseases, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404) 
235  Surgical Pathology Unit, University of Padua, Department of Medicine (DIMED), Padua, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470) 
236  Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910) 
237  Rigshospitalet, Copenhagen, Denmark (GRID:grid.475435.4) 
238  National Institutes of Health, Center for Cancer Genomics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
239  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Montreal, Department of Biochemistry and Molecular Medicine, Montreal, Canada (GRID:grid.14848.31) (ISNI:0000 0001 2292 3357) 
240  German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
241  James Cook University, Australian Institute of Tropical Health and Medicine, Douglas, Australia (GRID:grid.1011.1) (ISNI:0000 0004 0474 1797) 
242  University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602) 
243  Istituto Neurologico Besta, Department of Neuro-Oncology, Milano, Italy (GRID:grid.10097.3f) 
244  The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830) 
245  Bioplatforms Australia, North Ryde, Australia (GRID:grid.484025.f) 
246  MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5) 
247  University College London Cancer Institute, Department of Pathology (Research), London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201) 
248  Princess Margaret Cancer Centre, Department of Surgical Oncology, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
249  Erasmus Medical Center, Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X) 
250  The University of Queensland Thoracic Research Centre, The Prince Charles Hospital, Brisbane, Australia (GRID:grid.415184.d) (ISNI:0000 0004 0614 0266) 
251  European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); Universidade do Porto, CIBIO/InBIO - Research Center in Biodiversity and Genetic Resources, Vairão, Portugal (GRID:grid.5808.5) (ISNI:0000 0001 1503 7226) 
252  HCA Laboratories, London, UK (GRID:grid.420746.3) (ISNI:0000 0001 1887 2462); University of Liverpool, Liverpool, UK (GRID:grid.10025.36) (ISNI:0000 0004 1936 8470) 
253  Bar-Ilan University, The Azrieli Faculty of Medicine, Safed, Israel (GRID:grid.22098.31) (ISNI:0000 0004 1937 0503) 
254  University of Florida, Department of Neurosurgery, Gainesville, USA (GRID:grid.15276.37) (ISNI:0000 0004 1936 8091) 
255  The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299) 
256  RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267) 
257  Graduate School of Medicine, University of Tokyo, Department of Pathology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
258  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
259  The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
260  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881) 
261  University of Milano Bicocca, Monza, Italy (GRID:grid.7563.7) (ISNI:0000 0001 2174 1754) 
262  BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839) 
263  Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910) 
264  Oslo University Hospital Ulleval, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485) 
265  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Center for Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
266  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); University of Barcelona, Department Biochemistry and Molecular Biomedicine, Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
267  The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039) 
268  National Institutes of Health, Office of Cancer Genomics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
269  Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
270  The University of Texas MD Anderson Cancer Center, Department of Cancer Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Surgical Oncology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
271  Yale University, Department of Computer Science, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
272  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Center for Cancer Research, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Massachusetts General Hospital, Department of Pathology, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
273  Memorial Sloan Kettering Cancer Center, Department of Pathology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
274  Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
275  Ontario Institute for Cancer Research, Genome Sequence Informatics, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
276  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
277  University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
278  Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); Academic Urology Group, University of Cambridge, Department of Surgery, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
279  University of Würzburg, Department of Medicine II, Wuerzburg, Germany (GRID:grid.8379.5) (ISNI:0000 0001 1958 8658) 
280  University of Miami, Sylvester Comprehensive Cancer Center, Miami, USA (GRID:grid.26790.3a) (ISNI:0000 0004 1936 8606) 
281  The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain (GRID:grid.20522.37) (ISNI:0000 0004 1767 9005) 
282  National Institute of Environmental Health Sciences (NIEHS), Genome Integrity and Structural Biology Laboratory, Durham, USA (GRID:grid.280664.e) (ISNI:0000 0001 2110 5790) 
283  St. Thomas’s Hospital, London, UK (GRID:grid.425213.3) 
284  Osaka International Cancer Center, Osaka, Japan (GRID:grid.425213.3) 
285  Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
286  Skåne University Hospital, Lund University, Department of Pathology, Lund, Sweden (GRID:grid.411843.b) (ISNI:0000 0004 0623 9987) 
287  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Beatson West of Scotland Cancer Centre, Department of Medical Oncology, Glasgow, UK (GRID:grid.422301.6) (ISNI:0000 0004 0606 0717) 
288  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881) 
289  University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
290  National Institutes of Health, National Human Genome Research Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
291  University of Melbourne, Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
292  University of Chicago, Department of Medicine, Section of Hematology/Oncology, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
293  Leibniz Institute for Experimental Virology, Heinrich Pette Institute, Hamburg, Germany (GRID:grid.418481.0) (ISNI:0000 0001 0665 103X); Partner Site Hamburg-Borstel-Lübeck-Riems, German Center for Infection Research (DZIF), Hamburg, Germany (GRID:grid.452463.2) 
294  Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
295  Ministry of Science and Technology, Government of India, Department of Biotechnology, New Delhi, India (GRID:grid.410865.e) 
296  Genome Institute of Singapore, Computational and Systems Biology, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National Cancer Centre Singapore, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745) 
297  Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
298  University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
299  Friedrich-Ebert-Hospital, Department of Internal Medicine/Hematology, Neumünster, Germany (GRID:grid.205975.c) 
300  Brandeis University, Waltham, USA (GRID:grid.253264.4) (ISNI:0000 0004 1936 9473) 
301  Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); University of British Columbia, Department of Urologic Sciences, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830) 
302  Stanford University, Department of Internal Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
303  The University of Texas Health Science Center at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
304  Imperial College NHS Trust, Imperial College, London, UK (GRID:grid.7445.2) (ISNI:0000 0001 2113 8111) 
305  University of Frankfurt Medical School, Senckenberg Institute of Pathology, Frankfurt, Germany (GRID:grid.7839.5) (ISNI:0000 0004 1936 9721) 
306  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
307  UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714); UC San Diego School of Medicine, Department of Medicine, Division of Biomedical Informatics, San Diego, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242) 
308  Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); The University of Texas Health Science Center, Center for Precision Health, School of Biomedical Informatics, Houston, USA (GRID:grid.468222.8) 
309  Oxford Nanopore Technologies, New York, USA (GRID:grid.468222.8) 
310  University of Tokyo, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
311  University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, Howard Hughes Medical Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
312  Wakayama Medical University, Wakayama, Japan (GRID:grid.412857.d) (ISNI:0000 0004 1763 1087) 
313  University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Internal Medicine, Division of Medical Oncology, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of Tennessee Health Science Center for Cancer Research, Memphis, USA (GRID:grid.267301.1) (ISNI:0000 0004 0386 9246) 
314  Salford Royal NHS Foundation Trust, Department of Histopathology, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); University of Manchester, Faculty of Biology, Medicine and Health, Manchester, UK (GRID:grid.5379.8) (ISNI:0000000121662407) 
315  University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395) 
316  Peking University, BIOPIC, ICG and College of Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319); Peking University, Peking-Tsinghua Center for Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319) 
317  Children’s Hospital of Philadelphia, Philadelphia, USA (GRID:grid.239552.a) (ISNI:0000 0001 0680 8770) 
318  The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology and Department of Systems Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
319  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373) 
320  Karolinska Institute, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
321  University of Toronto, The Donnelly Centre, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
322  Hallym University, Department of Medical Genetics, College of Medicine, Chuncheon, South Korea (GRID:grid.256753.0) (ISNI:0000 0004 0470 5964) 
323  Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676) 
324  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University Clinics, Health Data Science Unit, Heidelberg, Germany (GRID:grid.411941.8) (ISNI:0000 0000 9194 7179) 
325  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital Center for Cancer Research, Charlestown, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
326  Hokkaido University, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691) 
327  National Cancer Center Hospital, Department of Pathology and Clinical Laboratory, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
328  University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
329  Aarhus University, Department of Mathematics, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
330  Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494) 
331  University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Computational Biology, Jena, Germany (GRID:grid.418245.e) (ISNI:0000 0000 9999 5706) 
332  University of Melbourne Centre for Cancer Research, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
333  The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299) 
334  University of Nebraska Medical Center, Omaha, USA (GRID:grid.266813.8) (ISNI:0000 0001 0666 4105) 
335  University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395) 
336  German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University, Faculty of Biosciences, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373) 
337  Syntekabio Inc, Daejeon, South Korea (GRID:grid.256753.0) 
338  Academic Medical Center, Department of Pathology, Amsterdam, The Netherlands (GRID:grid.5650.6) (ISNI:0000000404654431) 
339  Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X) 
340  BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); China National GeneBank-Shenzhen, Shenzhen, China (GRID:grid.507779.b) (ISNI:0000 0004 4910 5858) 
341  German Cancer Research Center (DKFZ), Division of Molecular Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
342  Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
343  Hong Kong University of Science and Technology, Clear Water Bay, Division of Life Science and Applied Genomics Center, Hong Kong, China (GRID:grid.24515.37) (ISNI:0000 0004 1937 1450) 
344  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Icahn School of Medicine at Mount Sinai, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
345  Geneplus-Shenzhen, Shenzhen, China (GRID:grid.419890.d); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
346  Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); AbbVie, North Chicago, USA (GRID:grid.431072.3) (ISNI:0000 0004 0572 4227) 
347  Charité – University Medicine Berlin, Institute of Pathology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662) 
348  British Columbia Cancer Agency, Centre for Translational and Applied Genomics, Vancouver, Canada (GRID:grid.248762.d) (ISNI:0000 0001 0702 3000) 
349  Edinburgh Royal Infirmary, Edinburgh, UK (GRID:grid.418716.d) (ISNI:0000 0001 0709 1919) 
350  Max Delbrück Center for Molecular Medicine, Berlin Institute for Medical Systems Biology, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849) 
351  German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365) 
352  Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University Hospital, Department of Pediatric Immunology, Hematology and Oncology, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany (GRID:grid.482664.a) 
353  Weill Cornell Medical College, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); New York Genome Center, New York, USA (GRID:grid.429884.b) (ISNI:0000 0004 1791 0895) 
354  Johns Hopkins University School of Medicine, Department of Urology, James Buchanan Brady Urological Institute, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
355  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
356  The University of Tokyo, Department of Preventive Medicine, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
357  Baylor College of Medicine, Department of Molecular and Cellular Biology, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Baylor College of Medicine, Department of Pathology and Immunology, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Michael E. DeBakey Veterans Affairs Medical Center, Houston, USA (GRID:grid.413890.7) (ISNI:0000 0004 0420 5521) 
358  Technical University of Denmark, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870) 
359  Hanyang University, Department of Pathology, College of Medicine, Seoul, South Korea (GRID:grid.49606.3d) (ISNI:0000 0001 1364 9317) 
360  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Glasgow Royal Infirmary, West of Scotland Pancreatic Unit, Glasgow, UK (GRID:grid.411714.6) (ISNI:0000 0000 9825 7840); University of Glasgow, Glasgow Royal Infirmary, Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X) 
361  Ulsan University, Department of Pathology, Asan Medical Center, College of Medicine, Songpa-gu, South Korea (GRID:grid.267370.7) (ISNI:0000 0004 0533 4667) 
362  Science Writer, Garrett Park, USA (GRID:grid.10698.36) 
363  Ontario Institute for Cancer Research, International Cancer Genome Consortium (ICGC)/ICGC Accelerating Research in Genomic Oncology (ARGO) Secretariat, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
364  European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); University of Ljubljana, Ljubljana, Slovenia (GRID:grid.8954.0) (ISNI:0000 0001 0721 6013) 
365  University of Chicago, Department of Public Health Sciences, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822); NorthShore University HealthSystem, Research Institute, Evanston, USA (GRID:grid.240372.0) (ISNI:0000 0004 0400 4439) 
366  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432) 
367  University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157) 
368  RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267) 
369  McGill University and Génome Québec Innovation Centre, Centre of Genomics and Policy, Montreal, Canada (GRID:grid.411640.6) 
370  University of North Carolina at Chapel Hill, Carolina Center for Genome Sciences, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
371  Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
372  Cancer Research UK, London, UK (GRID:grid.11485.39) (ISNI:0000 0004 0422 0975) 
373  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Korea Advanced Institute of Science and Technology, Daejeon, South Korea (GRID:grid.37172.30) (ISNI:0000 0001 2292 0500) 
374  Indivumed GmbH, Hamburg, Germany (GRID:grid.37172.30) 
375  Genome Integration Data Center, Syntekabio, Inc, Daejeon, South Korea (GRID:grid.37172.30) 
376  Oxford Nanopore Technologies, New York, USA (GRID:grid.154185.c) 
377  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
378  Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); University Hospital Zurich, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977) 
379  Swiss Institute of Bioinformatics, Clinical Bioinformatics, Geneva, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); University Hospital Zurich, Institute for Pathology and Molecular Pathology, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977); University of Zurich, Institute of Molecular Life Sciences, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650) 
380  University of Edinburgh, MRC Human Genetics Unit, MRC IGMM, Edinburgh, UK (GRID:grid.4305.2) (ISNI:0000 0004 1936 7988) 
381  German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
382  Cedars-Sinai Medical Center, Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905) 
383  University of Zagreb, Department of Biology, Bioinformatics Group, Division of Molecular Biology, Faculty of Science, Zagreb, Croatia (GRID:grid.4808.4) (ISNI:0000 0001 0657 4636) 
384  University Hospital Schleswig-Holstein, Department for Internal Medicine II, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097) 
385  University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); Genetics and Molecular Pathology, SA Pathology, Adelaide, Australia (GRID:grid.414733.6) (ISNI:0000 0001 2294 430X) 
386  National Cancer Center Hospital, Department of Gastric Surgery, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
387  National Cancer Center Research Institute, Department of Bioinformatics, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
388  University College London, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201) 
389  A.A. Kharkevich Institute of Information Transmission Problems, Moscow, Russia (GRID:grid.435025.5) (ISNI:0000 0004 0619 6198); Dmitry Rogachev National Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia (GRID:grid.465331.6); Skolkovo Institute of Science and Technology, Moscow, Russia (GRID:grid.454320.4) (ISNI:0000 0004 0555 3608) 
390  The George Washington University, School of Medicine and Health Science, Department of Surgery, Washington, USA (GRID:grid.253615.6) (ISNI:0000 0004 1936 9510); National Cancer Institute, National Institutes of Health, Endocrine Oncology Branch, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075) 
391  Macquarie University, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405) 
392  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts Institute of Technology, MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA (GRID:grid.116068.8) (ISNI:0000 0001 2341 2786) 
393  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Royal Prince Alfred Hospital, Tissue Pathology and Diagnostic Oncology, Sydney, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051) 
394  Barking Havering and Redbridge University Hospitals NHS Trust, Romford, UK (GRID:grid.439436.f) (ISNI:0000 0004 0459 7289) 
395  University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Khon Kaen University, Cholangiocarcinoma Screening and Care Program and Liver Fluke and Cholangiocarcinoma Research Centre, Faculty of Medicine, Khon Kaen, Thailand (GRID:grid.9786.0) (ISNI:0000 0004 0470 0856) 
396  Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Controlled Department and Institution, New York, USA (GRID:grid.5386.8); Weill Cornell Medicine, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
397  National Cancer Center, Gyeonggi, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810) 
398  Ewha Womans University, Department of Biochemistry, College of Medicine, Seoul, South Korea (GRID:grid.255649.9) (ISNI:0000 0001 2171 7754) 
399  University of California San Diego, Health Sciences Department of Biomedical Informatics, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242) 
400  National Cancer Centre Korea, Research Core Center, Goyang-si, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810) 
401  Sungkyunkwan University School of Medicine, Department of Health Sciences and Technology, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X); Samsung Genome Institute, Seoul, South Korea (GRID:grid.264381.a) 
402  Dana-Farber/Brigham and Women’s Cancer Center, Breast Oncology Program, Boston, USA (GRID:grid.417747.6) (ISNI:0000 0004 0460 3896); Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Brigham and Women’s Hospital, Division of Breast Surgery, Boston, USA (GRID:grid.62560.37) (ISNI:0000 0004 0378 8294) 
403  Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
404  National Institute of Environmental Health Sciences (NIEHS), Integrative Bioinformatics Support Group, Durham, USA (GRID:grid.280664.e) (ISNI:0000 0001 2110 5790) 
405  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Bergen, Department of Clinical Science, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443) 
406  Seoul National University Hospital, Center For Medical Innovation, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X); Seoul National University Hospital, Department of Internal Medicine, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X) 
407  Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457); Polish Academy of Sciences, Institute of Computer Science, Warsawa, Poland (GRID:grid.413454.3) (ISNI:0000 0001 1958 0162) 
408  Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
409  Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
410  National Institutes of Health, Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165) 
411  University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786) 
412  University of Leipzig, Institute for Medical Informatics Statistics and Epidemiology, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786) 
413  The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
414  Georg-Augusts-University of Göttingen, Department of Hematology and Oncology, Göttingen, Germany (GRID:grid.7450.6) (ISNI:0000 0001 2364 4210) 
415  Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
416  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
417  University of Duisburg-Essen, Institute of Cell Biology (Cancer Research), Essen, Germany (GRID:grid.5718.b) (ISNI:0000 0001 2187 5445) 
418  Karolinska Institute, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); King’s College London and Guy’s and St. Thomas’ NHS Foundation Trust, London, UK (GRID:grid.420545.2) (ISNI:0000 0004 0489 3985) 
419  Van Andel Research Institute, Center for Epigenetics, Grand Rapids, USA (GRID:grid.251017.0) (ISNI:0000 0004 0406 2057) 
420  Royal Brisbane and Women’s Hospital, The University of Queensland Centre for Clinical Research, Herston, Australia (GRID:grid.416100.2) (ISNI:0000 0001 0688 4634) 
421  University of Cologne, Department of Pediatric Oncology and Hematology, Cologne, Germany (GRID:grid.6190.e) (ISNI:0000 0000 8580 3777); University of Düsseldorf, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917) 
422  University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Graduate School for Cellular and Biomedical Sciences, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157) 
423  Institut Jules Bordet, Department of Pathology, Brussels, Belgium (GRID:grid.418119.4) (ISNI:0000 0001 0684 291X) 
424  Sahlgrenska Academy at University of Gothenburg, Institute of Biomedicine, Gothenburg, Sweden (GRID:grid.8761.8) (ISNI:0000 0000 9919 9582) 
425  McGill University, Department of Human Genetics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649) 
426  Children’s Medical Research Institute, Sydney, Australia (GRID:grid.414235.5) (ISNI:0000 0004 0619 2154) 
427  Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662) 
428  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267) 
429  The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
430  ILSbio, LLC Biobank, Chestertown, USA (GRID:grid.492568.4) 
431  Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
432  Boston Children’s Hospital, Harvard Medical School, Division of Genetics and Genomics, Boston, USA (GRID:grid.2515.3) (ISNI:0000 0004 0378 8438) 
433  Harvard Medical School, Department of Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Ludwig Center at Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
434  Hanyang University, Institute for Bioengineering and Biopharmaceutical Research (IBBR), Seoul, South Korea (GRID:grid.49606.3d) (ISNI:0000 0001 1364 9317) 
435  University of California Santa Cruz, Department of Statistics, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
436  Institute of Biomedical Sciences, Academia Sinica, National Genotyping Center, Taipei, Taiwan (GRID:grid.482251.8) (ISNI:0000 0004 0633 7958) 
437  Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics/Otto Warburg Laboratory Gene Regulation and Systems Biology of Cancer, Berlin, Germany (GRID:grid.419538.2) (ISNI:0000 0000 9071 0620) 
438  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Institute of Cancer Research, London, UK (GRID:grid.18886.3f) 
439  McGill University and Genome Quebec Innovation Centre, Montreal, Canada (GRID:grid.411640.6) 
440  biobyte solutions GmbH, Heidelberg, Germany (GRID:grid.431797.f) 
441  Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); New York University, Gynecologic Oncology, NYU Laura and Isaac Perlmutter Cancer Center, New York, USA (GRID:grid.137628.9) (ISNI:0000 0004 1936 8753) 
442  Washington University School of Medicine, Division of Oncology, Stem Cell Biology Section, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
443  The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); The University of Texas MD Anderson Cancer Center, Department of Systems Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
444  German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Molecular Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
445  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard University, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
446  National Cancer Institute, National Institutes of Health, Urologic Oncology Branch, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075) 
447  University of Oslo, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921) 
448  Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
449  Princess Margaret Cancer Centre, Radiation Medicine Program, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X); University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
450  Peking University, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319); Peking University, School of Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319) 
451  Leidos Biomedical Research, Inc, McLean, USA (GRID:grid.419407.f) (ISNI:0000 0004 4665 8158) 
452  The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
453  University of Barcelona, Hematology, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
454  Queen Mary University of London, Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133); Second Military Medical University, Shanghai, China (GRID:grid.73113.37) (ISNI:0000 0004 0369 1660) 
455  Chinese Cancer Genome Consortium, Shenzhen, China (GRID:grid.73113.37); Beijing Hospital, Department of Medical Oncology, Beijing, China (GRID:grid.414350.7) (ISNI:0000 0004 0447 1045); Peking University Cancer Hospital and Institute, Laboratory of Molecular Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Beijing, China (GRID:grid.412474.0) (ISNI:0000 0001 0027 0586) 
456  Diagnostic Development, Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
457  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of St. Andrews, St, School of Medicine/School of Mathematics and Statistics, Andrews, UK (GRID:grid.11914.3c) (ISNI:0000 0001 0721 1626) 
458  Institute for Systems Biology, Seattle, USA (GRID:grid.64212.33) (ISNI:0000 0004 0463 2320) 
459  University Institute of Oncology-IUOPA, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Oviedo, Spain (GRID:grid.410712.1) 
460  Institut Bergonié, Bordeaux, France (GRID:grid.476460.7) (ISNI:0000 0004 0639 0505) 
461  Cancer Unit, MRC University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
462  University of Southern California, USC Norris Comprehensive Cancer Center, Los Angeles, USA (GRID:grid.42505.36) (ISNI:0000 0001 2156 6853); Children’s Hospital Los Angeles, Department of Pathology and Laboratory Medicine, Center for Personalized Medicine, Los Angeles, USA (GRID:grid.239546.f) (ISNI:0000 0001 2153 6013) 
463  University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); John Curtin School of Medical Research, Canberra, Australia (GRID:grid.1001.0) (ISNI:0000 0001 2180 7477) 
464  PraxisClinic am Johannisplatz, MVZ Department of Oncology, Leipzig, Germany (GRID:grid.1001.0) 
465  Ghent University, Department of Information Technology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); Ghent University, Department of Plant Biotechnology and Bioinformatics, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798) 
466  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Fox Chase Cancer Center, Philadelphia, USA (GRID:grid.249335.a) (ISNI:0000 0001 2218 7820); Nationwide Children’s Hospital, Institute for Genomic Medicine, Columbus, USA (GRID:grid.240344.5) (ISNI:0000 0004 0392 3476) 
467  Oregon Health and Science University, Computational Biology Program, School of Medicine, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
468  Duke University, Department of Surgery, Durham, USA (GRID:grid.26009.3d) (ISNI:0000 0004 1936 7961) 
469  Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X); Universitat Autònoma de Barcelona, Institut Català de Paleontologia Miquel Crusafont, Barcelona, Spain (GRID:grid.7080.f) (ISNI:0000 0001 2296 0625) 
470  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Glasgow, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X) 
471  Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X); Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.10403.36) (ISNI:0000000091771775) 
472  Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
473  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Massachusetts General Hospital Center for Cancer Research, Charlestown, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
474  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Division of Oncology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
475  Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X); Imperial College, Department of Surgery and Cancer, London, UK (GRID:grid.7445.2) (ISNI:0000 0001 2113 8111) 
476  Oxford Nanopore Technologies, Applications Department, Oxford, UK (GRID:grid.437060.6) (ISNI:0000 0004 0567 5138) 
477  University of California San Francisco, Department of Obstetrics, Gynecology and Reproductive Services, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811) 
478  Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
479  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University California at Davis, Department of Biochemistry and Molecular Medicine, Sacramento, USA (GRID:grid.27860.3b) (ISNI:0000 0004 1936 9684) 
480  Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881) 
481  Princess Margaret Cancer Centre, STTARR Innovation Facility, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
482  University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Western Sydney University, Discipline of Surgery, Penrith, Australia (GRID:grid.1029.a) (ISNI:0000 0000 9939 5719) 
483  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
484  Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Yale School of Medicine, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
485  University of North Carolina at Chapel Hill, Department of Genetics, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
486  Henry Ford Hospital, Departments of Neurology and Neurosurgery, Detroit, USA (GRID:grid.413103.4) (ISNI:0000 0001 2160 8953) 
487  University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432) 
488  Oregon Health and Science University, Precision Oncology, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
489  University Medical Center Hamburg-Eppendorf, Institute of Pathology, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484) 
490  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
491  Kyushu University, Department of Health Sciences, Faculty of Medical Sciences, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849) 
492  Heidelberg Academy of Sciences and Humanities, Heidelberg, Germany (GRID:grid.461593.c) (ISNI:0000 0001 1939 6592) 
493  Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
494  University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); Roswell Park Cancer Institute, Department of Pathology, Buffalo, USA (GRID:grid.240614.5) (ISNI:0000 0001 2181 8635) 
495  University of Helsinki, Department of Computer Science, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071); University of Helsinki, Institute of Biotechnology, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071); University of Helsinki, Organismal and Evolutionary Biology Research Programme, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
496  Washington University School of Medicine, Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
497  Penrose St. Francis Health Services, Colorado Springs, USA (GRID:grid.430183.d) (ISNI:0000 0004 6354 3547) 
498  University of Bergen, Department of Clinical Science, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443) 
499  Ulm University and University Hospital of Ulm, Institute of Pathology, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X) 
500  National Cancer Center, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
501  Genome Institute of Singapore, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X) 
502  Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X) 
503  Yale University, Department of Computer Science, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, 32Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710) 
504  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
505  German Cancer Aid, Bonn, Germany (GRID:grid.453370.6) (ISNI:0000 0001 2161 6363) 
506  Centre for Computational Biology, Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924) 
507  The Chinese University of Hong Kong, Shatin, NT, China (GRID:grid.10784.3a) (ISNI:0000 0004 1937 0482) 
508  Fourth Military Medical University, State Key Laboratory of Cancer Biology, and Xijing Hospital of Digestive Diseases, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404); Fourth Military Medical University, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404) 
509  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Cambridge, Addenbrooke’s Hospital, Academic Department of Medical Genetics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5); The University of Cambridge School of Clinical Medicine, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
510  St. Jude Children’s Research Hospital, Memphis, USA (GRID:grid.240871.8) (ISNI:0000 0001 0224 711X) 
511  Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
512  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Center for Biomolecular Science and Engineering, University of California Santa Cruz, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
513  University of Chicago, Department of Medicine, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
514  Department of Neurology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
515  Cambridge University Hospitals NHS Foundation Trust, Cambridge Oesophagogastric Centre, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
516  Carleton College, Department of Computer Science, Northfield, USA (GRID:grid.253692.9) (ISNI:0000 0004 0445 5969) 
517  University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); University of Glasgow, Institute of Cancer Sciences, College of Medical Veterinary and Life Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X) 
518  University of Alabama at Birmingham, Department of Epidemiology, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187); HudsonAlpha Institute for Biotechnology, Huntsville, USA (GRID:grid.417691.c) (ISNI:0000 0004 0408 3720); University of Alabama at Birmingham, O’Neal Comprehensive Cancer Center, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187) 
519  Keio University School of Medicine, Department of Pathology, Tokyo, Japan (GRID:grid.26091.3c) (ISNI:0000 0004 1936 9959) 
520  National Cancer Center Hospital, Department of Hepatobiliary and Pancreatic Oncology, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385) 
521  Sage Bionetworks, Seattle, USA (GRID:grid.430406.5) (ISNI:0000 0004 6023 5303) 
522  National Cancer Centre, Lymphoma Genomic Translational Research Laboratory, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745) 
523  Robert-Bosch-Hospital, Department of Clinical Pathology, Stuttgart, Germany (GRID:grid.416008.b) (ISNI:0000 0004 0603 4965) 
524  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Cell and Systems Biology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
525  University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
526  BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Karolinska Institutet, Department of Biosciences and Nutrition, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
527  German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
528  National Cancer Center, Center for Liver Cancer, Research Institute and Hospital, Gyeonggi, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810) 
529  Sungkyunkwan University School of Medicine, Division of Hematology-Oncology, Samsung Medical Center, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X); Sungkyunkwan University School of Medicine, Samsung Advanced Institute for Health Sciences and Technology, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X) 
530  Sangmyung University, Cheonan Industry-Academic Collaboration Foundation, Cheonan, South Korea (GRID:grid.263136.3) (ISNI:0000 0004 0533 2389) 
531  Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889) 
532  NYU Langone Medical Center, New York, USA (GRID:grid.240324.3) (ISNI:0000 0001 2109 4251) 
533  Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
534  Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X); Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
535  Cleveland Clinic, Department of Hematology and Medical Oncology, Cleveland, USA (GRID:grid.239578.2) (ISNI:0000 0001 0675 4725) 
536  University of North Carolina at Chapel Hill, Department of Pathology and Laboratory Medicine, School of Medicine, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Genetics, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
537  Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of California San Francisco, Department of Radiation Oncology, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811) 
538  Department of Health Sciences Research, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
539  Helen F. Graham Cancer Center at Christiana Care Health Systems, Newark, USA (GRID:grid.414316.5) (ISNI:0000 0004 0444 1241) 
540  Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University Hospital, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908) 
541  CSRA Incorporated, Fairfax, USA (GRID:grid.414235.5) 
542  University College London Cancer Institute, Research Department of Pathology, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201) 
543  King’s Health Partners AHSC, King’s College London School of Medicine, Department of Research Oncology, Guy’s Hospital, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764) 
544  Macquarie University, Faculty of Medicine and Health Sciences, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405) 
545  University Hospital of Minjoz, INSERM UMR 1098, Besançon, France (GRID:grid.411158.8) (ISNI:0000 0004 0638 9213) 
546  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Center for Cancer Research, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
547  Spanish National Cancer Research Centre, Madrid, Spain (GRID:grid.7719.8) (ISNI:0000 0000 8700 1153) 
548  Fundeni Clinical Institute, Center of Digestive Diseases and Liver Transplantation, Bucharest, Romania (GRID:grid.415180.9) (ISNI:0000 0004 0540 9980) 
549  Cureline, Inc, South San Francisco, USA (GRID:grid.415180.9) 
550  Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676) 
551  St. Luke’s Cancer Centre, Royal Surrey County Hospital NHS Foundation Trust, Guildford, UK (GRID:grid.412946.c) (ISNI:0000 0001 0372 6120) 
552  Cambridge University Hospital NHS Foundation Trust and NIHR Cambridge Biomedical Research Centre, Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
553  University Institute of Oncology-IUOPA, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Oviedo, Spain (GRID:grid.24029.3d) 
554  University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
555  East of Scotland Breast Service, Ninewells Hospital, Aberdeen, UK (GRID:grid.416266.1) (ISNI:0000 0000 9009 9462) 
556  Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Barcelona, IRSJD, IBUB, Department of Genetics, Microbiology and Statistics, Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
557  Medical College of Wisconsin, Department of Obstetrics and Gynecology, Milwaukee, USA (GRID:grid.30760.32) (ISNI:0000 0001 2111 8460) 
558  Winship Cancer Institute of Emory University, Hematology and Medical Oncology, Atlanta, USA (GRID:grid.516089.3) (ISNI:0000 0004 9535 5639) 
559  Princeton University, Department of Computer Science, Princeton, USA (GRID:grid.16750.35) (ISNI:0000 0001 2097 5006) 
560  Vanderbilt University, Vanderbilt Ingram Cancer Center, Nashville, USA (GRID:grid.152326.1) (ISNI:0000 0001 2264 7217) 
561  University of Düsseldorf, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917) 
562  Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986); Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
563  Ohio State University College of Medicine and Arthur G. James Comprehensive Cancer Center, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943) 
564  Yokohama City University Graduate School of Medicine, Department of Surgery, Kanagawa, Japan (GRID:grid.268441.d) (ISNI:0000 0001 1033 6139) 
565  German Cancer Research Center (DKFZ) and BioQuant, Division of Chromatin Networks, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
566  University of North Carolina at Chapel Hill, Research Computing Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
567  Washington State University, School of Molecular Biosciences and Center for Reproductive Biology, Pullman, USA (GRID:grid.30064.31) (ISNI:0000 0001 2157 6568) 
568  Erasmus Medical Center, Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X); University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
569  University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Toronto General Hospital, UHN Program in BioSpecimen Sciences, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Memorial Sloan Kettering Cancer Center, Department of Pathology, Human Oncology and Pathogenesis Program, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
570  University Hospital Giessen, Pediatric Hematology and Oncology, Giessen, Germany (GRID:grid.411067.5) (ISNI:0000 0000 8584 9230) 
571  Oncologie Sénologie, ICM Institut Régional du Cancer, Montpellier, France (GRID:grid.418189.d) (ISNI:0000 0001 2175 1768) 
572  Norfolk and Norwich University Hospital NHS Trust, Norwich, UK (GRID:grid.240367.4) (ISNI:0000 0004 0445 7876) 
573  Christian-Albrechts-University, Institute of Clinical Molecular Biology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
574  University of Wuerzburg, Institute of Pathology, Wuerzburg, Germany (GRID:grid.8379.5) (ISNI:0000 0001 1958 8658) 
575  Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X); North Bristol NHS Trust, Department of Urology, Bristol, UK (GRID:grid.418484.5) (ISNI:0000 0004 0380 7221) 
576  Duke-NUS Medical School, Centre for Computational Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905) 
577  Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
578  University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University Hospital of Bern, University of Bern, Bern Center for Precision Medicine, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); Weill Cornell Medicine and New York Presbyterian Hospital, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Meyer Cancer Center, Weill Cornell Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medical College, Pathology and Laboratory, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
579  The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Vall d’Hebron Institute of Oncology: VHIO, Barcelona, Spain (GRID:grid.411083.f) (ISNI:0000 0001 0675 8654) 
580  University and Hospital Trust of Verona, General and Hepatobiliary-Biliary Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X) 
581  Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); University Hospital Zurich, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977) 
582  The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Tata Institute of Fundamental Research, National Centre for Biological Sciences, Bangalore, India (GRID:grid.22401.35) (ISNI:0000 0004 0502 9283) 
583  Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494); Indiana University, Bloomington, USA (GRID:grid.411377.7) (ISNI:0000 0001 0790 959X) 
584  Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium (GRID:grid.428965.4) (ISNI:0000 0004 7536 2436) 
585  Analytical Biological Services, Inc, Wilmington, USA (GRID:grid.422639.8) (ISNI:0000 0004 0372 3861) 
586  University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University of Sydney, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
587  Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Harvard Medical School, cBio Center, Dana-Farber Cancer Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Medical School, Department of Cell Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
588  Advanced Centre for Treatment Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, India (GRID:grid.410869.2) (ISNI:0000 0004 1766 7522) 
589  University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); The University of Newcastle, School of Environmental and Life Sciences, Faculty of Science, Ourimbah, Australia (GRID:grid.266842.c) (ISNI:0000 0000 8831 109X) 
590  German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); University Hospital of Essen, Department of Dermatology, Essen, Germany (GRID:grid.410718.b) (ISNI:0000 0001 0262 7331) 
591  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Bioinformatics and Omics Data Analytics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
592  Charité Universitätsmedizin Berlin, Department of Urology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662); University Medical Center Hamburg-Eppendorf, Martini-Clinic, Prostate Cancer Center, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484) 
593  University of Kiel, Department of General Internal Medicine, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
594  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910) 
595  European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); Max Delbrück Center for Molecular Medicine, Berlin Institute for Medical Systems Biology, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Partner site Berlin, Berlin, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
596  University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Royal Prince Alfred Hospital, Tissue Pathology and Diagnostic Oncology, Sydney, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051); University of Sydney, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
597  Beth Israel Deaconess Medical Center, Cancer Research Institute, Boston, USA (GRID:grid.239395.7) (ISNI:0000 0000 9011 8547) 
598  University of Pittsburgh, Pittsburgh, USA (GRID:grid.21925.3d) (ISNI:0000 0004 1936 9000) 
599  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts Eye and Ear, Harvard Medical School, Department of Ophthalmology and Ocular Genomics Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
600  NorthShore University HealthSystem, Center for Psychiatric Genetics, Evanston, USA (GRID:grid.240372.0) (ISNI:0000 0004 0400 4439) 
601  University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
602  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910) 
603  Harvard Medical School, cBio Center, Dana-Farber Cancer Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Medical School, Department of Cell Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
604  Van Andel Research Institute, Grand Rapids, USA (GRID:grid.251017.0) (ISNI:0000 0004 0406 2057) 
605  University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
606  National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385); University of Tokyo, Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
607  Japan Agency for Medical Research and Development, Tokyo, Japan (GRID:grid.480536.c) (ISNI:0000 0004 5373 4593) 
608  Korea University, Seoul, South Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678) 
609  Annai Systems, Inc, Carlsbad, USA (GRID:grid.26999.3d) 
610  Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
611  Walter Reed National Military Medical Center, Murtha Cancer Center, Bethesda, USA (GRID:grid.414467.4) (ISNI:0000 0001 0560 6544) 
612  University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
613  Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X); University of Kiel, Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
614  Harvard Medical School, Department of Pathology, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Dana-Farber Cancer Institute, Harvard Medical School, Department of Oncologic Pathology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
615  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
616  University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
617  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
618  University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
619  Oregon Health and Science University, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
620  The University of Texas MD Anderson Cancer Center, Center for RNA Interference and Noncoding RNA, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Experimental Therapeutics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Gynecologic Oncology and Reproductive Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
621  University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK (GRID:grid.15628.38) (ISNI:0000 0004 0393 1193) 
622  Radboud University Nijmegen Medical Centre, Department of Radiation Oncology, Nijmegen, The Netherlands (GRID:grid.10417.33) (ISNI:0000 0004 0444 9382) 
623  University of Chicago, Institute for Genomics and Systems Biology, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
624  Clinic for Hematology and Oncology, St.-Antonius-Hospital, Eschweiler, Germany (GRID:grid.459927.4) (ISNI:0000 0000 8785 9045) 
625  ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Korea University, Seoul, South Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678); Memorial Sloan Kettering Cancer Center, Computational and Systems Biology Program, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
626  University of Iceland, Reykjavik, Iceland (GRID:grid.14013.37) (ISNI:0000 0004 0640 0021) 
627  European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); German Cancer Research Center (DKFZ), Division of Computational Genomics and Systems Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
628  Ninewells Hospital, Dundee Cancer Centre, Dundee, UK (GRID:grid.416266.1) (ISNI:0000 0000 9009 9462) 
629  University of Ulm and University Hospital of Ulm, Department for Internal Medicine III, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X) 
630  University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917) 
631  China National GeneBank-Shenzhen, Shenzhen, China (GRID:grid.507779.b) (ISNI:0000 0004 4910 5858); Institut Curie, INSERM Unit 830, Paris, France (GRID:grid.418596.7) (ISNI:0000 0004 0639 6384) 
632  University of Tokyo, Genome Science Division, Research Center for Advanced Science and Technology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Yokohama City University Graduate School of Medicine, Department of Gastroenterology and Hepatology, Kanagawa, Japan (GRID:grid.268441.d) (ISNI:0000 0001 1033 6139) 
633  Radboud University Nijmegen Medical Centre, Department of Laboratory Medicine, Nijmegen, The Netherlands (GRID:grid.10417.33) (ISNI:0000 0004 0444 9382) 
634  German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365); German Cancer Research Center (DKFZ), Division of Cancer Genome Research, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
635  Singapore General Hospital, Department of General Surgery, Singapore, Singapore (GRID:grid.163555.1) (ISNI:0000 0000 9486 5048) 
636  Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Genome Institute of Singapore, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905); National University of Singapore, Cancer Science Institute of Singapore, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431) 
637  University of Tokyo, Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X) 
638  Genome-Scale Biology Research Program, University of Helsinki, Department of Medical and Clinical Genetics, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
639  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830) 
640  Cambridge University Hospitals NHS Foundation Trust, East Anglian Medical Genetics Service, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
641  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Columbia University, Irving Institute for Cancer Dynamics, New York, USA (GRID:grid.21729.3f) (ISNI:0000000419368729) 
642  Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905); National University of Singapore, Cancer Science Institute of Singapore, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431); Institute of Molecular and Cell Biology, Singapore, Singapore (GRID:grid.418812.6) (ISNI:0000 0004 0620 9243); National Cancer Centre Singapore, Laboratory of Cancer Epigenome, Division of Medical Science, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745) 
643  Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645) 
644  Universite Lyon, INCa-Synergie, Centre Léon Bérard, Lyon, France (GRID:grid.434706.2) 
645  Mayo Clinic, Department of Urology, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
646  Royal National Orthopaedic Hospital - Stanmore, Stanmore, UK (GRID:grid.416177.2) (ISNI:0000 0004 0417 7890) 
647  Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738); University of Vigo, Department of Biochemistry, Genetics and Immunology, Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738) 
648  Giovanni Paolo II / I.R.C.C.S. Cancer Institute, Bari, Italy (GRID:grid.6312.6) 
649  Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Neuroblastoma Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
650  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X) 
651  Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy, Rome, Italy (GRID:grid.414603.4); University of Verona, Verona, Italy (GRID:grid.5611.3) (ISNI:0000 0004 1763 1124) 
652  Centre National de Génotypage, CEA - Institute de Génomique, Evry, France (GRID:grid.418135.a) (ISNI:0000 0004 0641 3404) 
653  Maastricht University, CAPHRI Research School, Maastricht, The Netherlands (GRID:grid.5012.6) (ISNI:0000 0001 0481 6099) 
654  Centre Léon Bérard, Department of Biopathology, Lyon, France (GRID:grid.418116.b) (ISNI:0000 0001 0200 3174); Université Claude Bernard Lyon 1, Villeurbanne, France (GRID:grid.7849.2) (ISNI:0000 0001 2150 7757) 
655  Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299) 
656  Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889); University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
657  RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); Core Research for Evolutional Science and Technology (CREST), JST, Tokyo, Japan (GRID:grid.419082.6) (ISNI:0000 0004 1754 9200); University of Tokyo, Department of Biological Sciences, Laboratory for Medical Science Mathematics, Graduate School of Science, Yokohama, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Tokyo Medical and Dental University (TMDU), Department of Medical Science Mathematics, Medical Research Institute, Tokyo, Japan (GRID:grid.265073.5) (ISNI:0000 0001 1014 9130) 
658  Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738); Wellcome Sanger Institute, Cancer Ageing and Somatic Mutation Programme, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382) 
659  University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK (GRID:grid.412563.7) (ISNI:0000 0004 0376 6589) 
660  Queen’s University, Centre for Cancer Research and Cell Biology, Belfast, UK (GRID:grid.4777.3) (ISNI:0000 0004 0374 7521) 
661  The University of Texas MD Anderson Cancer Center, Breast Medical Oncology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
662  Royal Stoke University Hospital, Stoke-on-Trent, UK (GRID:grid.439344.d) (ISNI:0000 0004 0641 6760); Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Johns Hopkins University School of Medicine, Department of Surgery, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
663  Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457); Karolinska Institute, Department of Oncology-Pathology, Science for Life Laboratory, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
664  University of Southampton, School of Cancer Sciences, Faculty of Medicine, Southampton, UK (GRID:grid.5491.9) (ISNI:0000 0004 1936 9297) 
665  Tallinn University of Technology, Department of Gene Technology, Tallinn, Estonia (GRID:grid.6988.f) (ISNI:0000000110107715); SickKids Research Institute, The Hospital for Sick Children, Genetics and Genome Biology Program, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646) 
666  Winship Cancer Institute and School of Medicine, Emory University, Departments of Neurosurgery and Hematology and Medical Oncology, Atlanta, USA (GRID:grid.189967.8) (ISNI:0000 0001 0941 6502) 
667  University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177) 
668  Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Norwegian University of Science and Technology, Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Trondheim, Norway (GRID:grid.5947.f) (ISNI:0000 0001 1516 2393) 
669  University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Argmix Consulting, North Vancouver, Canada (GRID:grid.17063.33) 
670  Ghent University, Department of Plant Biotechnology and Bioinformatics, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); Ghent University, Interuniversitair Micro-Electronica Centrum (IMEC), Department of Information Technology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798) 
671  University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Nuffield Department of Surgical Sciences, John Radcliffe Hospital, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
672  University of Latvia, Institute of Mathematics and Computer Science, Riga, Latvia (GRID:grid.9845.0) (ISNI:0000 0001 0775 3222) 
673  University of Sydney, Discipline of Pathology, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
674  Institut Curie, INSERM Unit 830, Paris, France (GRID:grid.418596.7) (ISNI:0000 0004 0639 6384) 
675  QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395); University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
676  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Centre for Mathematical Sciences, University of Cambridge, Department of Applied Mathematics and Theoretical Physics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Memorial Sloan Kettering Cancer Center, Department of Epidemiology and Biostatistics, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Columbia University, Department of Statistics, New York, USA (GRID:grid.21729.3f) (ISNI:0000000419368729) 
677  University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537) 
678  Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457) 
679  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243); Xi’an Jiaotong University, School of Electronic and Information Engineering, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
680  The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
681  Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); Cambridge University Hospitals NHS Foundation Trust, Department of Histopathology, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386) 
682  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Oxford, Big Data Institute, Li Ka Shing Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Oxford NIHR Biomedical Research Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
683  Georgia Regents University Cancer Center, Augusta, USA (GRID:grid.410427.4) (ISNI:0000 0001 2284 9329) 
684  European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X); Charité Universitätsmedizin Berlin, Department of Urology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662) 
685  Wythenshawe Hospital, Manchester, UK (GRID:grid.417286.e) (ISNI:0000 0004 0422 2524) 
686  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Department of Genetics, St.Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
687  German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Leibniz Institute of Baltic Sea Research, Department of Biological Oceanography, Rostock, Germany (GRID:grid.423940.8) (ISNI:0000 0001 2188 0463) 
688  Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Oxford, Wellcome Centre for Human Genetics, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
689  Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Baylor College of Medicine, Department of Molecular and Human Genetics, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
690  Thoracic Oncology Laboratory, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
691  Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X) 
692  The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, USA (GRID:grid.240344.5) (ISNI:0000 0004 0392 3476) 
693  Division of Gynecologic Oncology, Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X) 
694  Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, The Donnelly Centre, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
695  International Institute for Molecular Oncology, Poznań, Poland (GRID:grid.510975.f) (ISNI:0000 0004 6004 7353); Poznan University of Medical Sciences, Poznań, Poland (GRID:grid.22254.33) (ISNI:0000 0001 2205 0971) 
696  German Cancer Research Center (DKFZ), Genomics and Proteomics Core Facility High Throughput Sequencing Unit, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584) 
697  National Cancer Centre Singapore, NCCS-VARI Translational Research Laboratory, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745) 
698  Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada (GRID:grid.434706.2) (ISNI:0000 0004 0410 5424); The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
699  Washington University, Edison Family Center for Genome Sciences and Systems Biology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
700  University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
701  University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); MRC-University of Glasgow Centre for Virus Research, Glasgow, UK (GRID:grid.301713.7) (ISNI:0000 0004 0393 3981) 
702  Annai Systems, Inc, Carlsbad, USA (GRID:grid.32224.35) 
703  Oregon Health and Science University, Department of Medical Informatics and Clinical Epidemiology, Division of Bioinformatics and Computational Biology, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690) 
704  Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China (GRID:grid.33199.31) (ISNI:0000 0004 0368 7223) 
705  Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
706  Peking University Cancer Hospital and Institute, Laboratory of Molecular Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Beijing, China (GRID:grid.412474.0) (ISNI:0000 0001 0027 0586) 
707  Johns Hopkins University, Department of Applied Mathematics and Statistics, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
708  National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385); Osaka University, Department of Cancer Genome Informatics, Graduate School of Medicine, Osaka, Japan (GRID:grid.136593.b) (ISNI:0000 0004 0373 3971) 
709  European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); Heidelberg University, Institute of Computer Science, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373) 
710  University of Sydney, School of Mathematics and Statistics, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
711  University of Chicago, Ben May Department for Cancer Research, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822); University of Chicago, Department of Human Genetics, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
712  New York Genome Center, New York, USA (GRID:grid.429884.b) (ISNI:0000 0004 1791 0895); Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
713  Xi’an Jiaotong University, School of Electronic and Information Engineering, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243); Xi’an Jiaotong University, The First Affiliated Hospital, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
714  Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Memorial Sloan Kettering Cancer Center, Department of Epidemiology and Biostatistics, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952) 
715  Seoul National University Hospital, Department of Internal Medicine, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X) 
716  The Chinese University of Hong Kong, Department of Medicine and Therapeutics, Shatin, NT, China (GRID:grid.10784.3a) (ISNI:0000 0004 1937 0482) 
717  The University of Texas MD Anderson Cancer Center, Department of Biostatistics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776) 
718  Duke-NUS Medical School, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924) 
719  Shanghai Jiaotong University School of Medicine, Department of Surgery, Ruijin Hospital, Shanghai, China (GRID:grid.16821.3c) (ISNI:0000 0004 0368 8293) 
720  University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Glasgow, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of Glasgow, School of Computing Science, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X) 
721  Oslo University Hospital, Division of Orthopaedic Surgery, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485) 
722  Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738) 
723  National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365) 
724  Monash University, Eastern Clinical School, Melbourne, Australia (GRID:grid.1002.3) (ISNI:0000 0004 1936 7857); Epworth HealthCare, Richmond, Australia (GRID:grid.414539.e) (ISNI:0000 0001 0459 5396) 
725  Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute and Harvard Medical School, Department of Biostatistics and Computational Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
726  Peking University, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319) 
727  Second Military Medical University, Shanghai, China (GRID:grid.73113.37) (ISNI:0000 0004 0369 1660) 
728  The University of Texas Health Science Center at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
729  Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); The Ohio State University, Department of Biomedical Informatics, College of Medicine, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943); The Ohio State University Comprehensive Cancer Center (OSUCCC – James), Columbus, USA (GRID:grid.413944.f) (ISNI:0000 0001 0447 4797) 
730  The University of Texas School of Biomedical Informatics (SBMI) at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
731  The University of Texas MD Anderson Cancer Center, Department of Biostatistics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); University of North Carolina at Chapel Hill, Department of Biostatistics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
732  Feinberg School of Medicine, Northwestern University, Department of Biochemistry and Molecular Genetics, Chicago, USA (GRID:grid.16753.36) (ISNI:0000 0001 2299 3507) 
733  University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Westmead Hospital, Department of Gynaecological Oncology, Sydney, Australia (GRID:grid.413252.3) (ISNI:0000 0001 0180 6477); University of Sydney, Faculty of Medicine and Health, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X) 
734  Erasmus Medical Center Rotterdam, Department of Pathology, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X) 
735  The Netherlands Cancer Institute, Division of Molecular Carcinogenesis, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393) 
736  University of Zurich, Institute of Molecular Life Sciences, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650); University of Zurich, Institute of Molecular Life Sciences and Swiss Institute of Bioinformatics, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650) 
Publication year
2020
Publication date
2020
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2748043048
Copyright
© The Author(s) 2020. corrected publication 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.