Author: "Giama, Nasra H." - Searchworks@Jio Institute Digital Library Search Results

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163 results on '"Giama, Nasra H."'

1. SerpinB3/4 Expression Is Associated with Poor Prognosis in Patients with Cholangiocarcinoma

Author: Martini, Andrea, primary, Prasai, Kritika, additional, Zemla, Tyler J., additional, Ahmed, Fowsiyo Y., additional, Elnagar, Mamoun B., additional, Giama, Nasra H., additional, Guzzardo, Vincenza, additional, Biasiolo, Alessandra, additional, Fassan, Matteo, additional, Yin, Jun, additional, Pontisso, Patrizia, additional, and Roberts, Lewis R., additional
Published: 2024
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2. BALAD and BALAD-2 predict survival of hepatocellular carcinoma patients: a North American cohort study

Author: Wongjarupong, Nicha, Negron-Ocasio, Gabriela M., Mara, Kristin C., Prasai, Kritika, Abdallah, Mohamed A., Ahn, Keun Soo, Yang, Ju Dong, Addissie, Benyam D., Giama, Nasra H., Harmsen, William S., Therneau, Terry M., and Roberts, Lewis R.
Published: 2021
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3. Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles

Author: Farshidfar, Farshad, Zheng, Siyuan, Gingras, Marie-Claude, Newton, Yulia, Shih, Juliann, Robertson, A Gordon, Hinoue, Toshinori, Hoadley, Katherine A, Gibb, Ewan A, Roszik, Jason, Covington, Kyle R, Wu, Chia-Chin, Shinbrot, Eve, Stransky, Nicolas, Hegde, Apurva, Yang, Ju Dong, Reznik, Ed, Sadeghi, Sara, Pedamallu, Chandra Sekhar, Ojesina, Akinyemi I, Hess, Julian M, Auman, J Todd, Rhie, Suhn K, Bowlby, Reanne, Borad, Mitesh J, Network, The Cancer Genome Atlas, Akbani, Rehan, Allotey, Loretta K, Ally, Adrian, Alvaro, Domenico, Andersen, Jesper B, Appelbaum, Elizabeth L, Arora, Arshi, Balasundaram, Miruna, Balu, Saianand, Bardeesy, Nabeel, Bathe, Oliver F, Baylin, Stephen B, Beroukhim, Rameen, Berrios, Mario, Bodenheimer, Tom, Boice, Lori, Bootwalla, Moiz S, Bowen, Jay, Bragazzi, Maria Consiglia, Brooks, Denise, Cardinale, Vincenzo, Carlsen, Rebecca, Carpino, Guido, Carvalho, Andre L, Chaiteerakij, Roongruedee, Chandan, Vishal C, Cherniack, Andrew D, Chin, Lynda, Cho, Juok, Choe, Gina, Chuah, Eric, Chudamani, Sudha, Cibulskis, Carrie, Cordes, Matthew G, Crain, Daniel, Curley, Erin, De Rose, Agostino Maria, Defreitas, Timothy, Demchok, John A, Deshpande, Vikram, Dhalla, Noreen, Ding, Li, Evason, Kimberley, Felau, Ina, Ferguson, Martin L, Foo, Wai Chin, Franchitto, Antonio, Frazer, Scott, Fronick, Catrina C, Fulton, Lucinda A, Fulton, Robert S, Gabriel, Stacey B, Gardner, Johanna, Gastier-Foster, Julie M, Gaudio, Eugenio, Gehlenborg, Nils, Genovese, Giannicola, Gerken, Mark, Getz, Gad, Giama, Nasra H, Gibbs, Richard A, Giuliante, Felice, Grazi, Gian Luca, Hayes, D Neil, Hegde, Apurva M, and Heiman, David I
Subjects: Liver Cancer, Digestive Diseases, Liver Disease, Biotechnology, Human Genome, Genetics, Cancer, Rare Diseases, Digestive Diseases - (Gallbladder), Adult, Aged, Aged, 80 and over, Bile Duct Neoplasms, Cholangiocarcinoma, Chromatin, DNA Methylation, DNA-Binding Proteins, Female, Gene Expression Regulation, Neoplastic, Genomics, Humans, Isocitrate Dehydrogenase, Liver, Liver Neoplasms, Male, Middle Aged, Mitochondria, Mutation, Nuclear Proteins, Pancreatic Neoplasms, Promoter Regions, Genetic, RNA, Long Noncoding, RNA, Messenger, Transcription Factors, Cancer Genome Atlas Network, ARID1A, DNA methylation, IDH, RNA sequencing, TCGA, cholangiocarcinoma, integrative genomics, lncRNAs, multi-omics, whole exome, Biochemistry and Cell Biology, Medical Physiology
Abstract: Cholangiocarcinoma (CCA) is an aggressive malignancy of the bile ducts, with poor prognosis and limited treatment options. Here, we describe the integrated analysis of somatic mutations, RNA expression, copy number, and DNA methylation by The Cancer Genome Atlas of a set of predominantly intrahepatic CCA cases and propose a molecular classification scheme. We identified an IDH mutant-enriched subtype with distinct molecular features including low expression of chromatin modifiers, elevated expression of mitochondrial genes, and increased mitochondrial DNA copy number. Leveraging the multi-platform data, we observed that ARID1A exhibited DNA hypermethylation and decreased expression in the IDH mutant subtype. More broadly, we found that IDH mutations are associated with an expanded histological spectrum of liver tumors with molecular features that stratify with CCA. Our studies reveal insights into the molecular pathogenesis and heterogeneity of cholangiocarcinoma and provide classification information of potential therapeutic significance.
Published: 2017

4. A deep learning system accurately classifies primary and metastatic cancers using passenger mutation patterns

Author: Jiao, Wei, Atwal, Gurnit, Polak, Paz, Karlic, Rosa, Cuppen, Edwin, Al-Shahrour, Fatima, Bailey, Peter J, Biankin, Andrew V, Boutros, Paul C, Campbell, Peter J, Chang, David K, Cooke, Susanna L, Deshpande, Vikram, Faltas, Bishoy M, Faquin, William C, Garraway, Levi, Getz, Gad, Grimmond, Sean M, Haider, Syed, Hoadley, Katherine A, Kaiser, Vera B, Kato, Mamoru, Kübler, Kirsten, Lazar, Alexander J, Li, Constance H, Louis, David N, Margolin, Adam, Martin, Sancha, Nahal-Bose, Hardeep K, Nielsen, G Petur, Nik-Zainal, Serena, Omberg, Larsson, P’ng, Christine, Perry, Marc D, Rheinbay, Esther, Rubin, Mark A, Semple, Colin A, Sgroi, Dennis C, Shibata, Tatsuhiro, Siebert, Reiner, Smith, Jaclyn, Stein, Lincoln D, Stobbe, Miranda D, Sun, Ren X, Thai, Kevin, Wright, Derek W, Wu, Chin-Lee, Yuan, Ke, Zhang, Junjun, Danyi, Alexandra, de Ridder, Jeroen, van Herpen, Carla, Lolkema, Martijn P, Steeghs, Neeltje, Morris, Quaid D, Aaltonen, Lauri A, Abascal, Federico, Abeshouse, Adam, Aburatani, Hiroyuki, Adams, David J, Agrawal, Nishant, Ahn, Keun Soo, Ahn, Sung-Min, Aikata, Hiroshi, Akbani, Rehan, Akdemir, Kadir C, Al-Ahmadie, Hikmat, Al-Sedairy, Sultan T, Alawi, Malik, Albert, Monique, Aldape, Kenneth, Alexandrov, Ludmil B, Ally, Adrian, Alsop, Kathryn, Alvarez, Eva G, Amary, Fernanda, Amin, Samirkumar B, Aminou, Brice, Ammerpohl, Ole, Anderson, Matthew J, Ang, Yeng, Antonello, Davide, Anur, Pavana, Aparicio, Samuel, Appelbaum, Elizabeth L, Arai, Yasuhito, Aretz, Axel, Arihiro, Koji, Ariizumi, Shun-ichi, Armenia, Joshua, Arnould, Laurent, Asa, Sylvia, Assenov, Yassen, Aukema, Sietse, Auman, J Todd, Aure, Miriam RR, Awadalla, Philip, Aymerich, Marta, Bader, Gary D, Baez-Ortega, Adrian, Bailey, Matthew H, Balasundaram, Miruna, Balu, Saianand, Bandopadhayay, Pratiti, Banks, Rosamonde E, Barbi, Stefano, Barbour, Andrew P, Barenboim, Jonathan, Barnholtz-Sloan, Jill, Barr, Hugh, Barrera, Elisabet, Bartlett, John, Bartolome, Javier, Bassi, Claudio, Bathe, Oliver F, Baumhoer, Daniel, Bavi, Prashant, Baylin, Stephen B, Bazant, Wojciech, Beardsmore, Duncan, Beck, Timothy A, Behjati, Sam, Behren, Andreas, Niu, Beifang, Bell, Cindy, Beltran, Sergi, Benz, Christopher, Berchuck, Andrew, Bergmann, Anke K, Bergstrom, Erik N, Berman, Benjamin P, Berney, Daniel M, Bernhart, Stephan H, Beroukhim, Rameen, Berrios, Mario, Bersani, Samantha, Bertl, Johanna, Betancourt, Miguel, Bhandari, Vinayak, Bhosle, Shriram G, Bieg, Matthias, Bigner, Darell, Binder, Hans, Birney, Ewan, Birrer, Michael, Biswas, Nidhan K, Bjerkehagen, Bodil, Bodenheimer, Tom, Boice, Lori, Bonizzato, Giada, De Bono, Johann S, Boot, Arnoud, Bootwalla, Moiz S, Borg, Ake, Borkhardt, Arndt, Boroevich, Keith A, Borozan, Ivan, Borst, Christoph, Bosenberg, Marcus, Bosio, Mattia, Boultwood, Jacqueline, Bourque, Guillaume, Bova, G Steven, Bowen, David T, Bowlby, Reanne, Bowtell, David DL, Boyault, Sandrine, Boyce, Rich, Boyd, Jeffrey, Brazma, Alvis, Brennan, Paul, Brewer, Daniel S, Brinkman, Arie B, Bristow, Robert G, Broaddus, Russell R, Brock, Jane E, Brock, Malcolm, Broeks, Annegien, Brooks, Angela N, Brooks, Denise, Brors, Benedikt, Brunak, Søren, Bruxner, Timothy JC, Bruzos, Alicia L, Buchanan, Alex, Buchhalter, Ivo, Buchholz, Christiane, Bullman, Susan, Burke, Hazel, Burkhardt, Birgit, Burns, Kathleen H, Busanovich, John, Bustamante, Carlos D, Butler, Adam P, Butte, Atul J, Byrne, Niall J, Børresen-Dale, Anne-Lise, Caesar-Johnson, Samantha J, Cafferkey, Andy, Cahill, Declan, Calabrese, Claudia, Caldas, Carlos, Calvo, Fabien, Camacho, Niedzica, Campo, Elias, Cantù, Cinzia, Cao, Shaolong, Carey, Thomas E, Carlevaro-Fita, Joana, Carlsen, Rebecca, Cataldo, Ivana, Cazzola, Mario, Cebon, Jonathan, Cerfolio, Robert, Chadwick, Dianne E, Chakravarty, Dimple, Chalmers, Don, Chan, Calvin Wing Yiu, Chan, Kin, Chan-Seng-Yue, Michelle, Chandan, Vishal S, Chanock, Stephen J, Chantrill, Lorraine A, Chateigner, Aurélien, Chatterjee, Nilanjan, Chayama, Kazuaki, Chen, Hsiao-Wei, Chen, Jieming, Chen, Ken, Chen, Yiwen, Chen, Zhaohong, Cherniack, Andrew D, Chien, Jeremy, Chiew, Yoke-Eng, Chin, Suet-Feung, Cho, Juok, Cho, Sunghoon, Choi, Jung Kyoon, Choi, Wan, Chomienne, Christine, Chong, Zechen, Choo, Su Pin, Chou, Angela, Christ, Angelika N, Christie, Elizabeth L, Chuah, Eric, Cibulskis, Carrie, Cibulskis, Kristian, Cingarlini, Sara, Clapham, Peter, Claviez, Alexander, Cleary, Sean, Cloonan, Nicole, Cmero, Marek, Collins, Colin C, Connor, Ashton A, Cooper, Colin S, Cope, Leslie, Corbo, Vincenzo, Cordes, Matthew G, Cordner, Stephen M, Cortés-Ciriano, Isidro, Covington, Kyle, Cowin, Prue A, Craft, Brian, Craft, David, Creighton, Chad J, Cun, Yupeng, Curley, Erin, Cutcutache, Ioana, Czajka, Karolina, Czerniak, Bogdan, Dagg, Rebecca A, Danilova, Ludmila, Davi, Maria Vittoria, Davidson, Natalie R, Davies, Helen, Davis, Ian J, Davis-Dusenbery, Brandi N, Dawson, Kevin J, De La Vega, Francisco M, De Paoli-Iseppi, Ricardo, Defreitas, Timothy, Dei Tos, Angelo P, Delaneau, Olivier, Demchok, John A, Demeulemeester, Jonas, Demidov, German M, Demircioğlu, Deniz, Dennis, Nening M, Denroche, Robert E, Dentro, Stefan C, Desai, Nikita, Deshwar, Amit G, Desmedt, Christine, Deu-Pons, Jordi, Dhalla, Noreen, Dhani, Neesha C, Dhingra, Priyanka, Dhir, Rajiv, DiBiase, Anthony, Diamanti, Klev, Ding, Li, Ding, Shuai, Dinh, Huy Q, Dirix, Luc, Doddapaneni, HarshaVardhan, Donmez, Nilgun, Dow, Michelle T, Drapkin, Ronny, Drechsel, Oliver, Drews, Ruben M, Serge, Serge, Dudderidge, Tim, Dueso-Barroso, Ana, Dunford, Andrew J, Dunn, Michael, Dursi, Lewis Jonathan, Duthie, Fraser R, Dutton-Regester, Ken, Eagles, Jenna, Easton, Douglas F, Edmonds, Stuart, Edwards, Paul A, Edwards, Sandra E, Eeles, Rosalind A, Ehinger, Anna, Eils, Juergen, Eils, Roland, El-Naggar, Adel, Eldridge, Matthew, Ellrott, Kyle, Erkek, Serap, Escaramis, Georgia, Espiritu, Shadrielle MG, Estivill, Xavier, Etemadmoghadam, Dariush, Eyfjord, Jorunn E, Fan, Daiming, Fan, Yu, Farcas, Claudiu, Fassan, Matteo, Fatima, Aquila, Favero, Francesco, Fayzullaev, Nodirjon, Felau, Ina, Fereday, Sian, Ferguson, Martin L, Ferretti, Vincent, Feuerbach, Lars, Field, Matthew A, Fink, J Lynn, Finocchiaro, Gaetano, Fisher, Cyril, Fittall, Matthew W, Fitzgerald, Anna, Fitzgerald, Rebecca C, Flanagan, Adrienne M, Fleshner, Neil E, Flicek, Paul, Foekens, John A, Fong, Kwun M, Fonseca, Nuno A, Foster, Christopher S, Fox, Natalie S, Fraser, Michael, Frazer, Scott, Frenkel-Morgenstern, Milana, Friedman, William, Frigola, Joan, Fronick, Catrina C, Fujimoto, Akihiro, Fujita, Masashi, Fukayama, Masashi, Fulton, Lucinda A, Fulton, Robert S, Furuta, Mayuko, Futreal, P Andrew, Füllgrabe, Anja, Gabriel, Stacey B, Gallinger, Steven, Gambacorti-Passerini, Carlo, Gao, Jianjiong, Gao, Shengjie, Garred, Øystein, Garrison, Erik, Garsed, Dale W, Gehlenborg, Nils, Gelpi, Josep LL, George, Joshy, Gerhard, Daniela S, Gerhauser, Clarissa, Gershenwald, Jeffrey E, Gerstein, Mark, Gerstung, Moritz, Ghori, Mohammed, Ghossein, Ronald, Giama, Nasra H, Gibbs, Richard A, Gibson, Bob, Gill, Anthony J, Gill, Pelvender, Giri, Dilip D, Glodzik, Dominik, Gnanapragasam, Vincent J, Goebler, Maria Elisabeth, Goldman, Mary J, Gomez, Carmen, Gonzalez, Santiago, Gonzalez-Perez, Abel, Gordenin, Dmitry A, Gossage, James, Gotoh, Kunihito, Govindan, Ramaswamy, Grabau, Dorthe, Graham, Janet S, Grant, Robert C, Green, Anthony R, Green, Eric, Greger, Liliana, Grehan, Nicola, Grimaldi, Sonia, Grossman, Robert L, Grundhoff, Adam, Gundem, Gunes, Guo, Qianyun, Gupta, Manaswi, Gupta, Shailja, Gut, Ivo G, Gut, Marta, Göke, Jonathan, Ha, Gavin, Haake, Andrea, Haan, David, Haas, Siegfried, Haase, Kerstin, Haber, James E, Habermann, Nina, Hach, Faraz, Hama, Natsuko, Hamdy, Freddie C, Hamilton, Anne, Hamilton, Mark P, Han, Leng, Hanna, George B, Hansmann, Martin, Haradhvala, Nicholas J, Harismendy, Olivier, Harliwong, Ivon, Harmanci, Arif O, Harrington, Eoghan, Hasegawa, Takanori, Haussler, David, Hawkins, Steve, Hayami, Shinya, Hayashi, Shuto, Hayes, D Neil, Hayes, Stephen J, Hayward, Nicholas K, Hazell, Steven, He, Yao, Heath, Allison P, Heath, Simon C, Hedley, David, Hegde, Apurva M, Heiman, David I, Heinold, Michael C, Heins, Zachary, Heisler, Lawrence E, Hellstrom-Lindberg, Eva, Helmy, Mohamed, Heo, Seong Gu, Hepperla, Austin J, Heredia-Genestar, José María, Herrmann, Carl, Hersey, Peter, Hess, Julian M, Hilmarsdottir, Holmfridur, Hinton, Jonathan, Hirano, Satoshi, Hiraoka, Nobuyoshi, Hobolth, Asger, Hodzic, Ermin, Hoell, Jessica I, Hoffmann, Steve, Hofmann, Oliver, Holbrook, Andrea, Holik, Aliaksei Z, Hollingsworth, Michael A, Holmes, Oliver, Holt, Robert A, Hong, Chen, Hong, Eun Pyo, Hong, Jongwhi H, Hooijer, Gerrit K, Hornshøj, Henrik, Hosoda, Fumie, Hou, Yong, Hovestadt, Volker, Howat, William, Hoyle, Alan P, Hruban, Ralph H, Hu, Jianhong, Hu, Taobo, Hua, Xing, Huang, Kuan-lin, Huang, Mei, Huang, Mi Ni, Huang, Vincent, Huang, Yi, Huber, Wolfgang, Hudson, Thomas J, Hummel, Michael, Hung, Jillian A, Huntsman, David, Hupp, Ted R, Huse, Jason, Huska, Matthew R, Hutter, Barbara, Hutter, Carolyn M, Hübschmann, Daniel, Iacobuzio-Donahue, Christine A, Imbusch, Charles David, Imielinski, Marcin, Imoto, Seiya, Isaacs, William B, Isaev, Keren, Ishikawa, Shumpei, Iskar, Murat, Islam, SM Ashiqul, Ittmann, Michael, Ivkovic, Sinisa, Izarzugaza, Jose MG, Jacquemier, Jocelyne, Jakrot, Valerie, Jamieson, Nigel B, Jang, Gun Ho, Jang, Se Jin, Jayaseelan, Joy C, Jayasinghe, Reyka, Jefferys, Stuart R, Jegalian, Karine, Jennings, Jennifer L, Jeon, Seung-Hyup, Jerman, Lara, Ji, Yuan, Johansson, Peter A, Johns, Amber L, Johns, Jeremy, Johnson, Rory, Johnson, Todd A, Jolly, Clemency, Joly, Yann, Jonasson, Jon G, Jones, Corbin D, Jones, David R, Jones, David TW, Jones, Nic, Jones, Steven JM, Jonkers, Jos, Ju, Young Seok, Juhl, Hartmut, Jung, Jongsun, Juul, Malene, Juul, Randi Istrup, Juul, Sissel, Jäger, Natalie, Kabbe, Rolf, Kahles, Andre, Kahraman, Abdullah, Kakavand, Hojabr, Kalimuthu, Sangeetha, von Kalle, Christof, Kang, Koo Jeong, Karaszi, Katalin, Karlan, Beth, Karlić, Rosa, Karsch, Dennis, Kasaian, Katayoon, Kassahn, Karin S, Katai, Hitoshi, Katoh, Hiroto, Kawakami, Yoshiiku, Kay, Jonathan D, Kazakoff, Stephen H, Kazanov, Marat D, Keays, Maria, Kebebew, Electron, Kefford, Richard F, Kellis, Manolis, Kench, James G, Kennedy, Catherine J, Kerssemakers, Jules NA, Khoo, David, Khoo, Vincent, Khuntikeo, Narong, Khurana, Ekta, Kilpinen, Helena, Kim, Hark Kyun, Kim, Hyung-Lae, Kim, Hyung-Yong, Kim, Hyunghwan, Kim, Jaegil, Kim, Jihoon, Kim, Jong K, Kim, Youngwook, King, Tari A, Klapper, Wolfram, Kleinheinz, Kortine, Klimczak, Leszek J, Knappskog, Stian, Kneba, Michael, Knoppers, Bartha M, Koh, Youngil, Komorowski, Jan, Komura, Daisuke, Komura, Mitsuhiro, Kong, Gu, Kool, Marcel, Korbel, Jan O, Korchina, Viktoriya, Korshunov, Andrey, Koscher, Michael, Koster, Roelof, Kote-Jarai, Zsofia, Koures, Antonios, Kovacevic, Milena, Kremeyer, Barbara, Kretzmer, Helene, Kreuz, Markus, Krishnamurthy, Savitri, Kube, Dieter, Kumar, Kiran, Kumar, Pardeep, Kumar, Sushant, Kumar, Yogesh, Kundra, Ritika, Küppers, Ralf, Lagergren, Jesper, Lai, Phillip H, Laird, Peter W, Lakhani, Sunil R, Lalansingh, Christopher M, Lalonde, Emilie, Lamaze, Fabien C, Lambert, Adam, Lander, Eric, Landgraf, Pablo, Landoni, Luca, Langerød, Anita, Lanzós, Andrés, Larsimont, Denis, Larsson, Erik, Lathrop, Mark, Lau, Loretta MS, Lawerenz, Chris, Lawlor, Rita T, Lawrence, Michael S, Lazic, Ana Mijalkovic, Le, Xuan, Lee, Darlene, Lee, Donghoon, Lee, Eunjung Alice, Lee, Hee Jin, Lee, Jake June-Koo, Lee, Jeong-Yeon, Lee, Juhee, Lee, Ming Ta Michael, Lee-Six, Henry, Lehmann, Kjong-Van, Lehrach, Hans, Lenze, Dido, Leonard, Conrad R, Leongamornlert, Daniel A, Leshchiner, Ignaty, Letourneau, Louis, Letunic, Ivica, Levine, Douglas A, Lewis, Lora, Ley, Tim, Li, Chang, Li, Haiyan Irene, Li, Jun, Li, Lin, Li, Shantao, Li, Siliang, Li, Xiaobo, Li, Xiaotong, Li, Xinyue, Li, Yilong, Liang, Han, Liang, Sheng-Ben, Lichter, Peter, Lin, Pei, Lin, Ziao, Linehan, WM, Lingjærde, Ole Christian, Liu, Dongbing, Liu, Eric Minwei, Liu, Fei-Fei Fei, Liu, Fenglin, Liu, Jia, Liu, Xingmin, Livingstone, Julie, Livitz, Dimitri, Livni, Naomi, Lochovsky, Lucas, Loeffler, Markus, Long, Georgina V, Lopez-Guillermo, Armando, Lou, Shaoke, Lovat, Laurence B, Lu, Yiling, Lu, Yong-Jie, Lu, Youyong, Luchini, Claudio, Lungu, Ilinca, Luo, Xuemei, Luxton, Hayley J, Lynch, Andy G, Lype, Lisa, López, Cristina, López-Otín, Carlos, Z, Eric, Ma, Yussanne, MacGrogan, Gaetan, MacRae, Shona, Macintyre, Geoff, Madsen, Tobias, Maejima, Kazuhiro, Mafficini, Andrea, Maglinte, Dennis T, Maitra, Arindam, Majumder, Partha P, Malcovati, Luca, Malikic, Salem, Malleo, Giuseppe, Mann, Graham J, Mantovani-Löffler, Luisa, Marchal, Kathleen, Marchegiani, Giovanni, Mardis, Elaine R, Margolin, Adam A, Marin, Maximillian G, Markowetz, Florian, Markowski, Julia, Marks, Jeffrey, Marques-Bonet, Tomas, Marra, Marco A, Marsden, Luke, Martens, John WM, Martin-Subero, Jose I, Martincorena, Iñigo, Martinez-Fundichely, Alexander, Maruvka, Yosef E, Mashl, R Jay, Massie, Charlie E, Matthew, Thomas J, Matthews, Lucy, Mayer, Erik, Mayes, Simon, Mayo, Michael, Mbabaali, Faridah, McCune, Karen, McDermott, Ultan, McGillivray, Patrick D, McLellan, Michael D, McPherson, John D, McPherson, John R, McPherson, Treasa A, Meier, Samuel R, Meng, Alice, Meng, Shaowu, Menzies, Andrew, Merrett, Neil D, Merson, Sue, Meyerson, Matthew, Meyerson, William, Mieczkowski, Piotr A, Mihaiescu, George L, Mijalkovic, Sanja, Mikkelsen, Tom, Milella, Michele, Mileshkin, Linda, Miller, Christopher A, Miller, David K, Miller, Jessica K, Mills, Gordon B, Milovanovic, Ana, Minner, Sarah, Miotto, Marco, Arnau, Gisela Mir, Mirabello, Lisa, Mitchell, Chris, Mitchell, Thomas J, Miyano, Satoru, Miyoshi, Naoki, Mizuno, Shinichi, Molnár-Gábor, Fruzsina, Moore, Malcolm J, Moore, Richard A, Morganella, Sandro, Morrison, Carl, Mose, Lisle E, Moser, Catherine D, Muiños, Ferran, Mularoni, Loris, Mungall, Andrew J, Mungall, Karen, Musgrove, Elizabeth A, Mustonen, Ville, Mutch, David, Muyas, Francesc, Muzny, Donna M, Muñoz, Alfonso, Myers, Jerome, Myklebost, Ola, Möller, Peter, Nagae, Genta, Nagrial, Adnan M, Nakagama, Hitoshi, Nakagawa, Hidewaki, Nakamura, Hiromi, Nakamura, Toru, Nakano, Kaoru, Nandi, Tannistha, Nangalia, Jyoti, Nastic, Mia, Navarro, Arcadi, Navarro, Fabio CP, Neal, David E, Nettekoven, Gerd, Newell, Felicity, Newhouse, Steven J, Newton, Yulia, Ng, Alvin Wei Tian, Ng, Anthony, Nicholson, Jonathan, Nicol, David, Nie, Yongzhan, Nielsen, Morten Muhlig, Noble, Michael S, Nones, Katia, Northcott, Paul A, Notta, Faiyaz, O’Connor, Brian D, O’Donnell, Peter, O’Donovan, Maria, O’Meara, Sarah, O’Neill, Brian Patrick, O’Neill, J Robert, Ocana, David, Ochoa, Angelica, Oesper, Layla, Ogden, Christopher, Ohdan, Hideki, Ohi, Kazuhiro, Ohno-Machado, Lucila, Oien, Karin A, Ojesina, Akinyemi I, Ojima, Hidenori, Okusaka, Takuji, Ong, Choon Kiat, Ossowski, Stephan, Ott, German, Ouellette, BF Francis, Paczkowska, Marta, Paiella, Salvatore, Pairojkul, Chawalit, Pajic, Marina, Pan-Hammarström, Qiang, Papaemmanuil, Elli, Papatheodorou, Irene, Paramasivam, Nagarajan, Park, Ji Wan, Park, Joong-Won, Park, Keunchil, Park, Kiejung, Park, Peter J, Parker, Joel S, Parsons, Simon L, Pass, Harvey, Pasternack, Danielle, Pastore, Alessandro, Patch, Ann-Marie, Pauporté, Iris, Pea, Antonio, Pearson, John V, Pedamallu, Chandra Sekhar, Pedersen, Jakob Skou, Pederzoli, Paolo, Peifer, Martin, Pennell, Nathan A, Perou, Charles M, Petersen, Gloria M, Peto, Myron, Petrelli, Nicholas, Petryszak, Robert, Pfister, Stefan M, Phillips, Mark, Pich, Oriol, Pickett, Hilda A, Pihl, Todd D, Pillay, Nischalan, Pinder, Sarah, Pinese, Mark, Pinho, Andreia V, Pitkänen, Esa, Pivot, Xavier, Piñeiro-Yáñez, Elena, Planko, Laura, Plass, Christoph, Pons, Tirso, Popescu, Irinel, Potapova, Olga, Prasad, Aparna, Preston, Shaun R, Prinz, Manuel, Pritchard, Antonia L, Prokopec, Stephenie D, Provenzano, Elena, Puente, Xose S, Puig, Sonia, Puiggròs, Montserrat, Pulido-Tamayo, Sergio, Pupo, Gulietta M, Purdie, Colin A, Quinn, Michael C, Rabionet, Raquel, Rader, Janet S, Radlwimmer, Bernhard, Radovic, Petar, Raeder, Benjamin, Raine, Keiran M, Ramakrishna, Manasa, Ramakrishnan, Kamna, Ramalingam, Suresh, Raphael, Benjamin J, Rathmell, W Kimryn, Rausch, Tobias, Reifenberger, Guido, Reimand, Jüri, Reis-Filho, Jorge, Reuter, Victor, Reyes-Salazar, Iker, Reyna, Matthew A, Reynolds, Sheila M, Riazalhosseini, Yasser, Richardson, Andrea L, Richter, Julia, Ringel, Matthew, Ringnér, Markus, Rino, Yasushi, Rippe, Karsten, Roach, Jeffrey, Roberts, Lewis R, Roberts, Nicola D, Roberts, Steven A, Robertson, A Gordon, Robertson, Alan J, Rodriguez, Javier Bartolomé, Rodriguez-Martin, Bernardo, Rodríguez-González, F Germán, Roehrl, Michael HA, Rohde, Marius, Rokutan, Hirofumi, Romieu, Gilles, Rooman, Ilse, Roques, Tom, Rosebrock, Daniel, Rosenberg, Mara, Rosenstiel, Philip C, Rosenwald, Andreas, Rowe, Edward W, Royo, 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Xiao, Xiao, Xing, Rui, Xiong, Heng, Xu, Qinying, Xu, Yanxun, Xue, Hong, Yachida, Shinichi, Yakneen, Sergei, Yamaguchi, Rui, Yamaguchi, Takafumi N, Yamamoto, Masakazu, Yamamoto, Shogo, Yamaue, Hiroki, Yang, Fan, Yang, Huanming, Yang, Jean Y, Yang, Liming, Yang, Lixing, Yang, Shanlin, Yang, Tsun-Po, Yang, Yang, Yao, Xiaotong, Yaspo, Marie-Laure, Yates, Lucy, Yau, Christina, Ye, Chen, Ye, Kai, Yellapantula, Venkata D, Yoon, Christopher J, Yoon, Sung-Soo, Yousif, Fouad, Yu, Jun, Yu, Kaixian, Yu, Willie, Yu, Yingyan, Yuan, Yuan, Yuen, Denis, Yung, Christina K, Zaikova, Olga, Zamora, Jorge, Zapatka, Marc, Zenklusen, Jean C, Zenz, Thorsten, Zeps, Nikolajs, Zhang, Cheng-Zhong, Zhang, Fan, Zhang, Hailei, Zhang, Hongwei, Zhang, Hongxin, Zhang, Jiashan, Zhang, Jing, Zhang, Xiuqing, Zhang, Xuanping, Zhang, Yan, Zhang, Zemin, Zhao, Zhongming, Zheng, Liangtao, Zheng, Xiuqing, Zhou, Wanding, Zhou, Yong, Zhu, Bin, Zhu, Hongtu, Zhu, Jingchun, Zhu, Shida, Zou, Lihua, Zou, Xueqing, deFazio, Anna, van As, Nicholas, van Deurzen, Carolien HM, van de Vijver, Marc J, Veer, L van’t, and von Mering, Christian
Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
Abstract: In cancer, the primary tumour’s organ of origin and histopathology are the strongest determinants of its clinical behaviour, but in 3% of cases a patient presents with a metastatic tumour and no obvious primary. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, we train a deep learning classifier to predict cancer type based on patterns of somatic passenger mutations detected in whole genome sequencing (WGS) of 2606 tumours representing 24 common cancer types produced by the PCAWG Consortium. Our classifier achieves an accuracy of 91% on held-out tumor samples and 88% and 83% respectively on independent primary and metastatic samples, roughly double the accuracy of trained pathologists when presented with a metastatic tumour without knowledge of the primary. Surprisingly, adding information on driver mutations reduced accuracy. Our results have clinical applicability, underscore how patterns of somatic passenger mutations encode the state of the cell of origin, and can inform future strategies to detect the source of circulating tumour DNA.
Published: 2023
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5. Combined burden and functional impact tests for cancer driver discovery using DriverPower

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Michael S, Lee, Donghoon, Lehmann, Kjong-Van, Li, Shantao, Li, Xiaotong, Lin, Ziao, Liu, Eric Minwei, Lochovsky, Lucas, Lou, Shaoke, Madsen, Tobias, Marchal, Kathleen, Martincorena, Iñigo, Martinez-Fundichely, Alexander, Maruvka, Yosef E, McGillivray, Patrick D, Meyerson, William, Muiños, Ferran, Mularoni, Loris, Nakagawa, Hidewaki, Nielsen, Morten Muhlig, Paczkowska, Marta, Park, Keunchil, Park, Kiejung, Pedersen, Jakob Skou, Pons, Tirso, Pulido-Tamayo, Sergio, Raphael, Benjamin J, Reimand, Jüri, Reyes-Salazar, Iker, Reyna, Matthew A, Rheinbay, Esther, Rubin, Mark A, Rubio-Perez, Carlota, Sahinalp, S Cenk, Saksena, Gordon, Salichos, Leonidas, Sander, Chris, Schumacher, Steven E, Shackleton, Mark, Shapira, Ofer, Shen, Ciyue, Shrestha, Raunak, Sidiropoulos, Nikos, Sieverling, Lina, Sinnott-Armstrong, Nasa, Stein, Lincoln D, Stuart, Joshua M, Tamborero, David, Tiao, Grace, Tsunoda, Tatsuhiko, Umer, Husen M, Uusküla-Reimand, Liis, Valencia, Alfonso, Vazquez, Miguel, Verbeke, Lieven PC, 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Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
Abstract: The discovery of driver mutations is one of the key motivations for cancer genome sequencing. 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 describe DriverPower, a software package that uses mutational burden and functional impact evidence to identify driver mutations in coding and non-coding sites within cancer whole genomes. Using a total of 1373 genomic features derived from public sources, DriverPower’s background mutation model explains up to 93% of the regional variance in the mutation rate across multiple tumour types. By incorporating functional impact scores, we are able to further increase the accuracy of driver discovery. Testing across a collection of 2583 cancer genomes from the PCAWG project, DriverPower identifies 217 coding and 95 non-coding driver candidates. Comparing to six published methods used by the PCAWG Drivers and Functional Interpretation Working Group, DriverPower has the highest F1 score for both coding and non-coding driver discovery. This demonstrates that DriverPower is an effective framework for computational driver discovery.
Published: 2023
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6. Integrative pathway enrichment analysis of multivariate omics data

Author: Paczkowska, Marta, Barenboim, Jonathan, Sintupisut, Nardnisa, Fox, Natalie S, Zhu, Helen, Abd-Rabbo, Diala, Mee, Miles W, Boutros, Paul C, Abascal, Federico, Amin, Samirkumar B, Bader, Gary D, Beroukhim, Rameen, Bertl, Johanna, Boroevich, Keith A, Brunak, Søren, Campbell, Peter J, Carlevaro-Fita, Joana, Chakravarty, Dimple, Chan, Calvin Wing Yiu, Chen, Ken, Choi, Jung Kyoon, Deu-Pons, Jordi, Dhingra, Priyanka, Diamanti, Klev, Feuerbach, Lars, Fink, J Lynn, Fonseca, Nuno A, Frigola, Joan, Gambacorti-Passerini, Carlo, Garsed, Dale W, Gerstein, Mark, Getz, Gad, Gonzalez-Perez, Abel, Guo, Qianyun, Gut, Ivo G, Haan, David, Hamilton, Mark P, Haradhvala, Nicholas J, Harmanci, Arif O, Helmy, Mohamed, Herrmann, Carl, Hess, Julian M, Hobolth, Asger, Hodzic, Ermin, Hong, Chen, Hornshøj, Henrik, Isaev, Keren, Izarzugaza, Jose MG, Johnson, Rory, Johnson, Todd A, Juul, Malene, Juul, Randi Istrup, Kahles, Andre, Kahraman, Abdullah, Kellis, Manolis, Khurana, Ekta, Kim, Jaegil, Kim, Jong K, Kim, Youngwook, Komorowski, Jan, Korbel, Jan O, Kumar, Sushant, Lanzós, Andrés, Lawrence, Michael S, Lee, Donghoon, Lehmann, Kjong-Van, Li, Shantao, Li, Xiaotong, Lin, Ziao, Liu, Eric Minwei, Lochovsky, Lucas, Lou, Shaoke, Madsen, Tobias, Marchal, Kathleen, Martincorena, Iñigo, Martinez-Fundichely, Alexander, Maruvka, Yosef E, McGillivray, Patrick D, Meyerson, William, Muiños, Ferran, Mularoni, Loris, Nakagawa, Hidewaki, Nielsen, Morten Muhlig, Park, Keunchil, Park, Kiejung, Pedersen, Jakob Skou, Pich, Oriol, Pons, Tirso, Pulido-Tamayo, Sergio, Raphael, Benjamin J, Reyes-Salazar, Iker, Reyna, Matthew A, Rheinbay, Esther, Rubin, Mark A, Rubio-Perez, Carlota, Sabarinathan, Radhakrishnan, Sahinalp, S Cenk, Saksena, Gordon, Salichos, Leonidas, Sander, Chris, Schumacher, Steven E, Shackleton, Mark, Shapira, Ofer, Shen, Ciyue, Shrestha, Raunak, Shuai, Shimin, Sidiropoulos, Nikos, Sieverling, Lina, Sinnott-Armstrong, Nasa, Stein, Lincoln D, Stuart, Joshua M, Tamborero, David, Tiao, Grace, 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Qian, Xiao, Xiao, Xing, Rui, Xiong, Heng, Xu, Qinying, Xu, Yanxun, Xue, Hong, Yachida, Shinichi, Yakneen, Sergei, Yamaguchi, Rui, Yamaguchi, Takafumi N, Yamamoto, Masakazu, Yamamoto, Shogo, Yamaue, Hiroki, Yang, Fan, Yang, Huanming, Yang, Jean Y, Yang, Liming, Yang, Lixing, Yang, Shanlin, Yang, Tsun-Po, Yang, Yang, Yao, Xiaotong, Yaspo, Marie-Laure, Yates, Lucy, Yau, Christina, Ye, Chen, Ye, Kai, Yellapantula, Venkata D, Yoon, Christopher J, Yoon, Sung-Soo, Yousif, Fouad, Yu, Kaixian, Yu, Willie, Yu, Yingyan, Yuan, Ke, Yuan, Yuan, Yuen, Denis, Yung, Christina K, Zaikova, Olga, Zamora, Jorge, Zapatka, Marc, Zenklusen, Jean C, Zenz, Thorsten, Zeps, Nikolajs, Zhang, Cheng-Zhong, Zhang, Fan, Zhang, Hailei, Zhang, Hongwei, Zhang, Hongxin, Zhang, Jiashan, Zhang, Junjun, Zhang, Xiuqing, Zhang, Zemin, Zheng, Liangtao, Zheng, Xiuqing, Zhou, Wanding, Zhou, Yong, Zhu, Bin, Zhu, Hongtu, Zhu, Jingchun, Zhu, Shida, Zou, Xueqing, deFazio, Anna, van As, Nicholas, van Deurzen, Carolien HM, van de Vijver, Marc J, and Veer, L van’t
Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
Abstract: Multi-omics datasets represent distinct aspects of the central dogma of molecular biology. Such high-dimensional molecular profiles pose challenges to data interpretation and hypothesis generation. ActivePathways is an integrative method that discovers significantly enriched pathways across multiple datasets using statistical data fusion, rationalizes contributing evidence and highlights associated genes. 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 tumor types, we integrated genes with coding and non-coding mutations and revealed frequently mutated pathways and additional cancer genes with infrequent mutations. We also analyzed prognostic molecular pathways by integrating genomic and transcriptomic features of 1780 breast cancers and highlighted associations with immune response and anti-apoptotic signaling. Integration of ChIP-seq and RNA-seq data for master regulators of the Hippo pathway across normal human tissues identified processes of tissue regeneration and stem cell regulation. ActivePathways is a versatile method that improves systems-level understanding of cellular organization in health and disease through integration of multiple molecular datasets and pathway annotations.
Published: 2023
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7. Pathway and network analysis of more than 2500 whole cancer genomes

Author: Reyna, Matthew A, Haan, David, Paczkowska, Marta, Verbeke, Lieven PC, Vazquez, Miguel, Kahraman, Abdullah, Pulido-Tamayo, Sergio, Barenboim, Jonathan, Wadi, Lina, Dhingra, Priyanka, Shrestha, Raunak, Getz, Gad, Lawrence, Michael S, Pedersen, Jakob Skou, Rubin, Mark A, Wheeler, David A, Brunak, Søren, Izarzugaza, Jose MG, Khurana, Ekta, Marchal, Kathleen, von Mering, Christian, Sahinalp, S Cenk, Valencia, Alfonso, Abascal, Federico, Amin, Samirkumar B, Bader, Gary D, Bandopadhayay, Pratiti, Beroukhim, Rameen, Bertl, Johanna, Boroevich, Keith A, Busanovich, John, Campbell, Peter J, Carlevaro-Fita, Joana, Chakravarty, Dimple, Chan, Calvin Wing Yiu, Chen, Ken, Choi, Jung Kyoon, Deu-Pons, Jordi, Diamanti, Klev, Feuerbach, Lars, Fink, J Lynn, Fonseca, Nuno A, Frigola, Joan, Gambacorti-Passerini, Carlo, Garsed, Dale W, Gerstein, Mark, Guo, Qianyun, Gut, Ivo G, Hamilton, Mark P, Haradhvala, Nicholas J, Harmanci, Arif O, Helmy, Mohamed, Herrmann, Carl, Hess, Julian M, Hobolth, Asger, Hodzic, Ermin, Hong, Chen, Hornshøj, Henrik, Isaev, Keren, Johnson, Rory, Johnson, Todd A, Juul, Malene, Juul, Randi Istrup, Kahles, Andre, Kellis, Manolis, Kim, Jaegil, Kim, Jong K, Kim, Youngwook, Komorowski, Jan, Korbel, Jan O, Kumar, Sushant, Lanzós, Andrés, Larsson, Erik, Lee, Donghoon, Lehmann, Kjong-Van, Li, Shantao, Li, Xiaotong, Lin, Ziao, Liu, Eric Minwei, Lochovsky, Lucas, Lou, Shaoke, Madsen, Tobias, Martincorena, Iñigo, Martinez-Fundichely, Alexander, Maruvka, Yosef E, McGillivray, Patrick D, Meyerson, William, Muiños, Ferran, Mularoni, Loris, Nakagawa, Hidewaki, Nielsen, Morten Muhlig, Park, Keunchil, Park, Kiejung, Pons, Tirso, Reyes-Salazar, Iker, Rheinbay, Esther, Rubio-Perez, Carlota, Saksena, Gordon, Salichos, Leonidas, Sander, Chris, Schumacher, Steven E, Shackleton, Mark, Shapira, Ofer, Shen, Ciyue, Shuai, Shimin, Sidiropoulos, Nikos, Sieverling, Lina, Sinnott-Armstrong, Nasa, Stein, Lincoln D, Tamborero, David, Tiao, Grace, Tsunoda, Tatsuhiko, Umer, Husen M, Uusküla-Reimand, Liis, Wadelius, Claes, Wang, Jiayin, Warrell, Jonathan, Waszak, Sebastian M, Weischenfeldt, Joachim, Wu, Guanming, Yu, Jun, Zhang, Jing, Zhang, Xuanping, Zhang, Yan, Zhao, Zhongming, Zou, Lihua, Reimand, Jüri, Stuart, Joshua M, Raphael, Benjamin J, Aaltonen, Lauri A, Abeshouse, Adam, Aburatani, Hiroyuki, Adams, David J, Agrawal, Nishant, Ahn, Keun Soo, Ahn, Sung-Min, Aikata, Hiroshi, Akbani, Rehan, Akdemir, Kadir C, Al-Ahmadie, Hikmat, Al-Sedairy, Sultan T, Al-Shahrour, Fatima, Alawi, Malik, Albert, Monique, Aldape, Kenneth, Alexandrov, Ludmil B, Ally, Adrian, Alsop, Kathryn, Alvarez, Eva G, Amary, Fernanda, Aminou, Brice, Ammerpohl, Ole, Anderson, Matthew J, Ang, Yeng, Antonello, Davide, Anur, Pavana, Aparicio, Samuel, Appelbaum, Elizabeth L, Arai, Yasuhito, Aretz, Axel, Arihiro, Koji, Ariizumi, Shun-ichi, Armenia, Joshua, Arnould, Laurent, Asa, Sylvia, Assenov, Yassen, Atwal, Gurnit, Aukema, Sietse, Auman, J Todd, Aure, Miriam RR, Awadalla, Philip, Aymerich, Marta, Baez-Ortega, Adrian, Bailey, Matthew H, Bailey, Peter J, Balasundaram, Miruna, Balu, Saianand, Banks, Rosamonde E, Barbi, Stefano, Barbour, Andrew P, Barnholtz-Sloan, Jill, Barr, Hugh, Barrera, Elisabet, Bartlett, John, Bartolome, Javier, Bassi, Claudio, Bathe, Oliver F, Baumhoer, Daniel, Bavi, Prashant, Baylin, Stephen B, Bazant, Wojciech, Beardsmore, Duncan, Beck, Timothy A, Behjati, Sam, Behren, Andreas, Niu, Beifang, Bell, Cindy, Beltran, Sergi, Benz, Christopher, Berchuck, Andrew, Bergmann, Anke K, Bergstrom, Erik N, Berman, Benjamin P, Berney, Daniel M, Bernhart, Stephan H, Berrios, Mario, Bersani, Samantha, Betancourt, Miguel, Bhandari, Vinayak, Bhosle, Shriram G, Biankin, Andrew V, Bieg, Matthias, Bigner, Darell, Binder, Hans, Birney, Ewan, Birrer, Michael, Biswas, Nidhan K, Bjerkehagen, Bodil, Bodenheimer, Tom, Boice, Lori, Bonizzato, Giada, De Bono, Johann S, Boot, Arnoud, Bootwalla, Moiz S, Borg, Ake, Borkhardt, Arndt, Borozan, Ivan, Borst, Christoph, Bosenberg, Marcus, Bosio, Mattia, Boultwood, Jacqueline, Bourque, Guillaume, Boutros, Paul C, Bova, G Steven, Bowen, David T, Bowlby, Reanne, Bowtell, David DL, Boyault, Sandrine, Boyce, Rich, Boyd, Jeffrey, Brazma, Alvis, Brennan, Paul, Brewer, Daniel S, Brinkman, Arie B, Bristow, Robert G, Broaddus, Russell R, Brock, Jane E, Brock, Malcolm, Broeks, Annegien, Brooks, Angela N, Brooks, Denise, Brors, Benedikt, Bruxner, Timothy JC, Bruzos, Alicia L, Buchanan, Alex, Buchhalter, Ivo, Buchholz, Christiane, Bullman, Susan, Burke, Hazel, Burkhardt, Birgit, Burns, Kathleen H, Bustamante, Carlos D, Butler, Adam P, Butte, Atul J, Byrne, Niall J, Børresen-Dale, Anne-Lise, Caesar-Johnson, Samantha J, Cafferkey, Andy, Cahill, Declan, Calabrese, Claudia, Caldas, Carlos, Calvo, Fabien, Camacho, Niedzica, Campo, Elias, Cantù, Cinzia, Cao, Shaolong, Carey, Thomas E, Carlsen, Rebecca, Cataldo, Ivana, Cazzola, Mario, Cebon, Jonathan, Cerfolio, Robert, Chadwick, Dianne E, Chalmers, Don, Chan, Kin, Chan-Seng-Yue, Michelle, Chandan, Vishal S, Chang, David K, Chanock, Stephen J, Chantrill, Lorraine A, Chateigner, Aurélien, Chatterjee, Nilanjan, Chayama, Kazuaki, Chen, Hsiao-Wei, Chen, Jieming, Chen, Yiwen, Chen, Zhaohong, Cherniack, Andrew D, Chien, Jeremy, Chiew, Yoke-Eng, Chin, Suet-Feung, Cho, Juok, Cho, Sunghoon, Choi, Wan, Chomienne, Christine, Chong, Zechen, Choo, Su Pin, Chou, Angela, Christ, Angelika N, Christie, Elizabeth L, Chuah, Eric, Cibulskis, Carrie, Cibulskis, Kristian, Cingarlini, Sara, Clapham, Peter, Claviez, Alexander, Cleary, Sean, Cloonan, Nicole, Cmero, Marek, Collins, Colin C, Connor, Ashton A, Cooke, Susanna L, Cooper, Colin S, Cope, Leslie, Corbo, Vincenzo, Cordes, Matthew G, Cordner, Stephen M, Cortés-Ciriano, Isidro, Covington, Kyle, Cowin, Prue A, Craft, Brian, Craft, David, Creighton, Chad J, Cun, Yupeng, Curley, Erin, Cutcutache, Ioana, Czajka, Karolina, Czerniak, Bogdan, Dagg, Rebecca A, Danilova, Ludmila, Davi, Maria Vittoria, Davidson, Natalie R, Davies, Helen, Davis, Ian J, Davis-Dusenbery, Brandi N, Dawson, Kevin J, De La Vega, Francisco M, De Paoli-Iseppi, Ricardo, Defreitas, Timothy, Dei Tos, Angelo P, Delaneau, Olivier, Demchok, John A, Demeulemeester, Jonas, Demidov, German M, Demircioğlu, Deniz, Dennis, Nening M, Denroche, Robert E, Dentro, Stefan C, Desai, Nikita, Deshpande, Vikram, Deshwar, Amit G, Desmedt, Christine, Dhalla, Noreen, Dhani, Neesha C, Dhir, Rajiv, DiBiase, Anthony, Ding, Li, Ding, Shuai, Dinh, Huy Q, Dirix, Luc, Doddapaneni, HarshaVardhan, Donmez, Nilgun, Dow, Michelle T, Drapkin, Ronny, Drechsel, Oliver, Drews, Ruben M, Serge, Serge, Dudderidge, Tim, Dueso-Barroso, Ana, Dunford, Andrew J, Dunn, Michael, Dursi, Lewis Jonathan, Duthie, Fraser R, Dutton-Regester, Ken, Eagles, Jenna, Easton, Douglas F, Edmonds, Stuart, Edwards, Paul A, Edwards, Sandra E, Eeles, Rosalind A, Ehinger, Anna, Eils, Juergen, Eils, Roland, El-Naggar, Adel, Eldridge, Matthew, Ellrott, Kyle, Erkek, Serap, Escaramis, Georgia, Espiritu, Shadrielle MG, Estivill, Xavier, Etemadmoghadam, Dariush, Eyfjord, Jorunn E, Faltas, Bishoy M, Fan, Daiming, Fan, Yu, Faquin, William C, Farcas, Claudiu, Fassan, Matteo, Fatima, Aquila, Favero, Francesco, Fayzullaev, Nodirjon, Felau, Ina, Fereday, Sian, Ferguson, Martin L, Ferretti, Vincent, Field, Matthew A, Finocchiaro, Gaetano, Fisher, Cyril, Fittall, Matthew W, Fitzgerald, Anna, Fitzgerald, Rebecca C, Flanagan, Adrienne M, Fleshner, Neil E, Flicek, Paul, Foekens, John A, Fong, Kwun M, Foster, Christopher S, Fox, Natalie S, Fraser, Michael, Frazer, Scott, Frenkel-Morgenstern, Milana, Friedman, William, Fronick, Catrina C, Fujimoto, Akihiro, Fujita, Masashi, Fukayama, Masashi, Fulton, Lucinda A, Fulton, Robert S, Furuta, Mayuko, Futreal, P Andrew, Füllgrabe, Anja, Gabriel, Stacey B, Gallinger, Steven, Gao, Jianjiong, Gao, Shengjie, Garraway, Levi, Garred, Øystein, Garrison, Erik, Gehlenborg, Nils, Gelpi, Josep LL, George, Joshy, Gerhard, Daniela S, Gerhauser, Clarissa, Gershenwald, Jeffrey E, Gerstung, Moritz, Ghori, Mohammed, Ghossein, Ronald, Giama, Nasra H, Gibbs, Richard A, Gibson, Bob, Gill, Anthony J, Gill, Pelvender, Giri, Dilip D, Glodzik, Dominik, Gnanapragasam, Vincent J, Goebler, Maria Elisabeth, Goldman, Mary J, Gomez, Carmen, Gonzalez, Santiago, Gonzalez-Perez, Abel, Gordenin, Dmitry A, Gossage, James, Gotoh, Kunihito, Govindan, Ramaswamy, Grabau, Dorthe, Graham, Janet S, Grant, Robert C, Green, Anthony R, Green, Eric, Greger, Liliana, Grehan, Nicola, Grimaldi, Sonia, Grimmond, Sean M, Grossman, Robert L, Grundhoff, Adam, Gundem, Gunes, Gupta, Manaswi, Gupta, Shailja, Gut, Marta, Göke, Jonathan, Ha, Gavin, Haake, Andrea, Haas, Siegfried, Haase, Kerstin, Haber, James E, Habermann, Nina, Hach, Faraz, Haider, Syed, Hama, Natsuko, Hamdy, Freddie C, Hamilton, Anne, Han, Leng, Hanna, George B, Hansmann, Martin, Harismendy, Olivier, Harliwong, Ivon, Harrington, Eoghan, Hasegawa, Takanori, Haussler, David, Hawkins, Steve, Hayami, Shinya, Hayashi, Shuto, Hayes, D Neil, Hayes, Stephen J, Hayward, Nicholas K, Hazell, Steven, He, Yao, Heath, Allison P, Heath, Simon C, Hedley, David, Hegde, Apurva M, Heiman, David I, Heinold, Michael C, Heins, Zachary, Heisler, Lawrence E, Hellstrom-Lindberg, Eva, Heo, Seong Gu, Hepperla, Austin J, Heredia-Genestar, José María, Hersey, Peter, Hilmarsdottir, Holmfridur, Hinton, Jonathan, Hirano, Satoshi, Hiraoka, Nobuyoshi, Hoadley, Katherine A, Hoell, Jessica I, Hoffmann, Steve, Hofmann, Oliver, Holbrook, Andrea, Holik, Aliaksei Z, Hollingsworth, Michael A, Holmes, Oliver, Holt, Robert A, Hong, Eun Pyo, Hong, Jongwhi H, Hooijer, Gerrit K, Hosoda, Fumie, Hou, Yong, Hovestadt, Volker, Howat, William, Hoyle, Alan P, Hruban, Ralph H, Hu, Jianhong, Hu, Taobo, Hua, Xing, Huang, Kuan-lin, Huang, Mei, Huang, Mi Ni, Huang, Vincent, Huang, Yi, Huber, Wolfgang, Hudson, Thomas J, Hummel, Michael, Hung, Jillian A, Huntsman, David, Hupp, Ted R, Huse, Jason, Huska, Matthew R, Hutter, Barbara, Hutter, Carolyn M, Hübschmann, Daniel, Iacobuzio-Donahue, Christine A, Imbusch, Charles David, Imielinski, Marcin, Imoto, Seiya, Isaacs, William B, Ishikawa, Shumpei, Iskar, Murat, Islam, SM Ashiqul, Ittmann, Michael, Ivkovic, Sinisa, Jacquemier, Jocelyne, Jakrot, Valerie, Jamieson, Nigel B, Jang, Gun Ho, Jang, Se Jin, Jayaseelan, Joy C, Jayasinghe, Reyka, Jefferys, Stuart R, Jegalian, Karine, Jennings, Jennifer L, Jeon, Seung-Hyup, Jerman, Lara, Ji, Yuan, Jiao, Wei, Johansson, Peter A, Johns, Amber L, Johns, Jeremy, Jolly, Clemency, Joly, Yann, Jonasson, Jon G, Jones, Corbin D, Jones, David R, Jones, David TW, Jones, Nic, Jones, Steven JM, Jonkers, Jos, Ju, Young Seok, Juhl, Hartmut, Jung, Jongsun, Juul, Sissel, Jäger, Natalie, Kabbe, Rolf, Kaiser, Vera B, Kakavand, Hojabr, Kalimuthu, Sangeetha, von Kalle, Christof, Kang, Koo Jeong, Karaszi, Katalin, Karlan, Beth, Karlić, Rosa, Karsch, Dennis, Kasaian, Katayoon, Kassahn, Karin S, Katai, Hitoshi, Kato, Mamoru, Katoh, Hiroto, Kawakami, Yoshiiku, Kay, Jonathan D, Kazakoff, Stephen H, Kazanov, Marat D, Keays, Maria, Kebebew, Electron, Kefford, Richard F, Kench, James G, Kennedy, Catherine J, Kerssemakers, Jules NA, Khoo, David, Khoo, Vincent, Khuntikeo, Narong, Kilpinen, Helena, Kim, Hark Kyun, Kim, Hyung-Lae, Kim, Hyung-Yong, Kim, Hyunghwan, Kim, Jihoon, King, Tari A, Klapper, Wolfram, Kleinheinz, Kortine, Klimczak, Leszek J, Knappskog, Stian, Kneba, Michael, Knoppers, Bartha M, Koh, Youngil, Komura, Daisuke, Komura, Mitsuhiro, Kong, Gu, Kool, Marcel, Korchina, Viktoriya, Korshunov, Andrey, Koscher, Michael, Koster, Roelof, Kote-Jarai, Zsofia, Koures, Antonios, Kovacevic, Milena, Kremeyer, Barbara, Kretzmer, Helene, Kreuz, Markus, Krishnamurthy, Savitri, Kube, Dieter, Kumar, Kiran, Kumar, Pardeep, Kumar, Yogesh, Kundra, Ritika, Kübler, Kirsten, Küppers, Ralf, Lagergren, Jesper, Lai, Phillip H, Laird, Peter W, Lakhani, Sunil R, Lalansingh, Christopher M, Lalonde, Emilie, Lamaze, Fabien C, Lambert, Adam, Lander, Eric, Landgraf, Pablo, Landoni, Luca, Langerød, Anita, Larsimont, Denis, Lathrop, Mark, Lau, Loretta MS, Lawerenz, Chris, Lawlor, Rita T, Lazar, Alexander J, Lazic, Ana Mijalkovic, Le, Xuan, Lee, Darlene, Lee, Eunjung Alice, Lee, Hee Jin, Lee, Jake June-Koo, Lee, Jeong-Yeon, Lee, Juhee, Lee, Ming Ta Michael, Lee-Six, Henry, Lehrach, Hans, Lenze, Dido, Leonard, Conrad R, Leongamornlert, Daniel A, Leshchiner, Ignaty, Letourneau, Louis, Letunic, Ivica, Levine, Douglas A, Lewis, Lora, Ley, Tim, Li, Chang, Li, Constance H, Li, Haiyan Irene, Li, Jun, Li, Lin, Li, Siliang, Li, Xiaobo, Li, Xinyue, Li, Yilong, Liang, Han, Liang, Sheng-Ben, Lichter, Peter, Lin, Pei, Linehan, WM, Lingjærde, Ole Christian, Liu, Dongbing, Liu, Fei-Fei Fei, Liu, Fenglin, Liu, Jia, Liu, Xingmin, Livingstone, Julie, Livitz, Dimitri, Livni, Naomi, Loeffler, Markus, Long, Georgina V, Lopez-Guillermo, Armando, Louis, David N, Lovat, Laurence B, Lu, Yiling, Lu, Yong-Jie, Lu, Youyong, Luchini, Claudio, Lungu, Ilinca, Luo, Xuemei, Luxton, Hayley J, Lynch, Andy G, Lype, Lisa, López, Cristina, López-Otín, Carlos, Z, Eric, Ma, Yussanne, MacGrogan, Gaetan, MacRae, Shona, Macintyre, Geoff, Maejima, Kazuhiro, Mafficini, Andrea, Maglinte, Dennis T, Maitra, Arindam, Majumder, Partha P, Malcovati, Luca, Malikic, Salem, Malleo, Giuseppe, Mann, Graham J, Mantovani-Löffler, Luisa, Marchegiani, Giovanni, Mardis, Elaine R, Margolin, Adam A, Marin, Maximillian G, Markowetz, Florian, Markowski, Julia, Marks, Jeffrey, Marques-Bonet, Tomas, Marra, Marco A, Marsden, Luke, Martens, John WM, Martin, Sancha, Martin-Subero, Jose I, Mashl, R Jay, Massie, Charlie E, Matthew, Thomas J, Matthews, Lucy, Mayer, Erik, Mayes, Simon, Mayo, Michael, Mbabaali, Faridah, McCune, Karen, McDermott, Ultan, McLellan, Michael D, McPherson, John D, McPherson, John R, McPherson, Treasa A, Meier, Samuel R, Meng, Alice, Meng, Shaowu, Menzies, Andrew, Merrett, Neil D, Merson, Sue, Meyerson, Matthew, Mieczkowski, Piotr A, Mihaiescu, George L, Mijalkovic, Sanja, Mikkelsen, Tom, Milella, Michele, Mileshkin, Linda, Miller, Christopher A, Miller, David K, Miller, Jessica K, Mills, Gordon B, Milovanovic, Ana, Minner, Sarah, Miotto, Marco, Arnau, Gisela Mir, Mirabello, Lisa, Mitchell, Chris, Mitchell, Thomas J, Miyano, Satoru, Miyoshi, Naoki, Mizuno, Shinichi, Molnár-Gábor, Fruzsina, Moore, Malcolm J, Moore, Richard A, Morganella, Sandro, Morris, Quaid D, Morrison, Carl, Mose, Lisle E, Moser, Catherine D, Mungall, Andrew J, Mungall, Karen, Musgrove, Elizabeth A, Mustonen, Ville, Mutch, David, Muyas, Francesc, Muzny, Donna M, Muñoz, Alfonso, Myers, Jerome, Myklebost, Ola, Möller, Peter, Nagae, Genta, Nagrial, Adnan M, Nahal-Bose, Hardeep K, Nakagama, Hitoshi, Nakamura, Hiromi, Nakamura, Toru, Nakano, Kaoru, Nandi, Tannistha, Nangalia, Jyoti, Nastic, Mia, Navarro, Arcadi, Navarro, Fabio CP, Neal, David E, Nettekoven, Gerd, Newell, Felicity, Newhouse, Steven J, Newton, Yulia, Ng, Alvin Wei Tian, Ng, Anthony, Nicholson, Jonathan, Nicol, David, Nie, Yongzhan, Nielsen, G Petur, Nik-Zainal, Serena, Noble, Michael S, Nones, Katia, Northcott, Paul A, Notta, Faiyaz, O’Connor, Brian D, O’Donnell, Peter, O’Donovan, Maria, O’Meara, Sarah, O’Neill, Brian Patrick, O’Neill, J Robert, Ocana, David, Ochoa, Angelica, Oesper, Layla, Ogden, Christopher, Ohdan, Hideki, Ohi, Kazuhiro, Ohno-Machado, Lucila, Oien, Karin A, Ojesina, Akinyemi I, Ojima, Hidenori, Okusaka, Takuji, Omberg, Larsson, Ong, Choon Kiat, Ossowski, Stephan, Ott, German, Ouellette, BF Francis, P’ng, Christine, Paiella, Salvatore, Pairojkul, Chawalit, Pajic, Marina, Pan-Hammarström, Qiang, Papaemmanuil, Elli, Papatheodorou, Irene, Paramasivam, Nagarajan, Park, Ji Wan, Park, Joong-Won, Park, Peter J, Parker, Joel S, Parsons, Simon L, Pass, Harvey, Pasternack, Danielle, Pastore, Alessandro, Patch, Ann-Marie, Pauporté, Iris, Pea, Antonio, Pearson, John V, Pedamallu, Chandra Sekhar, Pederzoli, Paolo, Peifer, Martin, Pennell, Nathan A, Perou, Charles M, Perry, Marc D, Petersen, Gloria M, Peto, Myron, Petrelli, Nicholas, Petryszak, Robert, Pfister, Stefan M, Phillips, Mark, Pich, Oriol, Pickett, Hilda A, Pihl, Todd D, Pillay, Nischalan, Pinder, Sarah, Pinese, Mark, Pinho, Andreia V, Pitkänen, Esa, Pivot, Xavier, Piñeiro-Yáñez, Elena, Planko, Laura, Plass, Christoph, Polak, Paz, Popescu, Irinel, Potapova, Olga, Prasad, Aparna, Preston, Shaun R, Prinz, Manuel, Pritchard, Antonia L, Prokopec, Stephenie D, Provenzano, Elena, Puente, Xose S, Puig, Sonia, Puiggròs, Montserrat, Pupo, Gulietta M, Purdie, Colin A, Quinn, Michael C, Rabionet, Raquel, Rader, Janet S, Radlwimmer, Bernhard, Radovic, Petar, Raeder, Benjamin, Raine, Keiran M, Ramakrishna, Manasa, Ramakrishnan, Kamna, Ramalingam, Suresh, Rathmell, W Kimryn, Rausch, Tobias, Reifenberger, Guido, Reis-Filho, Jorge, Reuter, Victor, Reynolds, Sheila M, Riazalhosseini, Yasser, Richardson, Andrea L, Richter, Julia, Ringel, Matthew, Ringnér, Markus, Rino, Yasushi, Rippe, Karsten, Roach, Jeffrey, Roberts, Lewis R, Roberts, Nicola D, Roberts, Steven A, Robertson, A Gordon, Robertson, Alan J, Rodriguez, Javier Bartolomé, Rodriguez-Martin, Bernardo, Rodríguez-González, F Germán, Roehrl, Michael HA, Rohde, Marius, Rokutan, Hirofumi, Romieu, Gilles, Rooman, Ilse, Roques, Tom, Rosebrock, Daniel, Rosenberg, Mara, Rosenstiel, Philip C, Rosenwald, Andreas, Rowe, Edward W, Royo, Romina, Rozen, Steven G, Rubanova, Yulia, Rudneva, Vasilisa A, Rusev, Borislav C, Ruzzenente, Andrea, Rätsch, Gunnar, Sabarinathan, Radhakrishnan, Sabelnykova, Veronica Y, Sadeghi, Sara, Saini, Natalie, Saito-Adachi, Mihoko, Salcedo, Adriana, Salgado, Roberto, Sallari, Richard, Saller, Charles, Salvia, Roberto, Sam, Michelle, Samra, Jaswinder S, Sanchez-Vega, Francisco, Sanders, Grant, Sarin, Rajiv, Sarrafi, Iman, Sasaki-Oku, Aya, Sauer, Torill, Sauter, Guido, Saw, Robyn PM, Scardoni, Maria, Scarlett, Christopher J, Scarpa, Aldo, Scelo, Ghislaine, Schadendorf, Dirk, Schein, Jacqueline E, Schilhabel, Markus B, Schlesner, Matthias, Schlomm, Thorsten, Schmidt, Heather 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Sothi, Sharmila, Sotiriou, Christos, Soulette, Cameron M, Span, Paul N, Spellman, Paul T, Sperandio, Nicola, Spillane, Andrew J, Spiro, Oliver, Spring, Jonathan, Staaf, Johan, Stadler, Peter F, Staib, Peter, Stark, Stefan G, Stebbings, Lucy, Stefánsson, Ólafur Andri, Stegle, Oliver, Stenhouse, Alasdair, Stewart, Chip, Stilgenbauer, Stephan, Stobbe, Miranda D, Stratton, Michael R, Stretch, Jonathan R, Struck, Adam J, Stunnenberg, Henk G, Su, Hong, Su, Xiaoping, Sun, Ren X, Sungalee, Stephanie, Susak, Hana, Suzuki, Akihiro, Sweep, Fred, Szczepanowski, Monika, Sültmann, Holger, Yugawa, Takashi, Tam, Angela, Tan, Benita Kiat Tee, Tan, Donghui, Tan, Patrick, Tanaka, Hiroko, Taniguchi, Hirokazu, Tanskanen, Tomas J, Tarabichi, Maxime, Tarnuzzer, Roy, Tarpey, Patrick, Taschuk, Morgan L, Tatsuno, Kenji, Tavaré, Simon, Taylor, Darrin F, Taylor-Weiner, Amaro, Teague, Jon W, Teh, Bin Tean, Tembe, Varsha, Temes, Javier, Thai, Kevin, Thayer, Sarah P, Thiessen, Nina, Thomas, Gilles, Thomas, Sarah, 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Hong, Yachida, Shinichi, Yakneen, Sergei, Yamaguchi, Rui, Yamaguchi, Takafumi N, Yamamoto, Masakazu, Yamamoto, Shogo, Yamaue, Hiroki, Yang, Fan, Yang, Huanming, Yang, Jean Y, Yang, Liming, Yang, Lixing, Yang, Shanlin, Yang, Tsun-Po, Yang, Yang, Yao, Xiaotong, Yaspo, Marie-Laure, Yates, Lucy, Yau, Christina, Ye, Chen, Ye, Kai, Yellapantula, Venkata D, Yoon, Christopher J, Yoon, Sung-Soo, Yousif, Fouad, Yu, Kaixian, Yu, Willie, Yu, Yingyan, Yuan, Ke, Yuan, Yuan, Yuen, Denis, Yung, Christina K, Zaikova, Olga, Zamora, Jorge, Zapatka, Marc, Zenklusen, Jean C, Zenz, Thorsten, Zeps, Nikolajs, Zhang, Cheng-Zhong, Zhang, Fan, Zhang, Hailei, Zhang, Hongwei, Zhang, Hongxin, Zhang, Jiashan, Zhang, Junjun, Zhang, Xiuqing, Zhang, Zemin, Zheng, Liangtao, Zheng, Xiuqing, Zhou, Wanding, Zhou, Yong, Zhu, Bin, Zhu, Hongtu, Zhu, Jingchun, Zhu, Shida, Zou, Xueqing, deFazio, Anna, van As, Nicholas, van Deurzen, Carolien HM, van de Vijver, Marc J, and Veer, L van’t
Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
Abstract: The catalog of cancer driver mutations in protein-coding genes has greatly expanded in the past decade. However, non-coding cancer driver mutations are less well-characterized and only a handful of recurrent non-coding mutations, most notably TERT promoter mutations, have been reported. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2658 cancer across 38 tumor types, we perform multi-faceted pathway and network analyses of non-coding mutations across 2583 whole cancer genomes from 27 tumor types compiled by the ICGC/TCGA PCAWG project that was motivated by the success of pathway and network analyses in prioritizing rare mutations in protein-coding genes. While few non-coding genomic elements are recurrently mutated in this cohort, we identify 93 genes harboring non-coding mutations that cluster into several modules of interacting proteins. Among these are promoter mutations associated with reduced mRNA expression in TP53, TLE4, and TCF4. We find that biological processes had variable proportions of coding and non-coding mutations, with chromatin remodeling and proliferation pathways altered primarily by coding mutations, while developmental pathways, including Wnt and Notch, altered by both coding and non-coding mutations. RNA splicing is primarily altered by non-coding mutations in this cohort, and samples containing non-coding mutations in well-known RNA splicing factors exhibit similar gene expression signatures as samples with coding mutations in these genes. These analyses contribute a new repertoire of possible cancer genes and mechanisms that are altered by non-coding mutations and offer insights into additional cancer vulnerabilities that can be investigated for potential therapeutic treatments.
Published: 2023
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8. Divergent mutational processes distinguish hypoxic and normoxic tumours

Author: Bhandari, Vinayak, Li, Constance H, Bristow, Robert G, Boutros, Paul C, Aaltonen, Lauri A, Abascal, Federico, Abeshouse, Adam, Aburatani, Hiroyuki, Adams, David J, Agrawal, Nishant, Ahn, Keun Soo, Ahn, Sung-Min, Aikata, Hiroshi, Akbani, Rehan, Akdemir, Kadir C, Al-Ahmadie, Hikmat, Al-Sedairy, Sultan T, Al-Shahrour, Fatima, Alawi, Malik, Albert, Monique, Aldape, Kenneth, Alexandrov, Ludmil B, Ally, Adrian, Alsop, Kathryn, Alvarez, Eva G, Amary, Fernanda, Amin, Samirkumar B, Aminou, Brice, Ammerpohl, Ole, Anderson, Matthew J, Ang, Yeng, Antonello, Davide, Anur, Pavana, Aparicio, Samuel, Appelbaum, Elizabeth L, Arai, Yasuhito, Aretz, Axel, Arihiro, Koji, Ariizumi, Shun-ichi, Armenia, Joshua, Arnould, Laurent, Asa, Sylvia, Assenov, Yassen, Atwal, Gurnit, Aukema, Sietse, Auman, J Todd, Aure, Miriam RR, Awadalla, Philip, Aymerich, Marta, Bader, Gary D, Baez-Ortega, Adrian, Bailey, Matthew H, Bailey, Peter J, Balasundaram, Miruna, Balu, Saianand, Bandopadhayay, Pratiti, Banks, Rosamonde E, Barbi, Stefano, Barbour, Andrew P, Barenboim, Jonathan, Barnholtz-Sloan, Jill, Barr, Hugh, Barrera, Elisabet, Bartlett, John, Bartolome, Javier, Bassi, Claudio, Bathe, Oliver F, Baumhoer, Daniel, Bavi, Prashant, Baylin, Stephen B, Bazant, Wojciech, Beardsmore, Duncan, Beck, Timothy A, Behjati, Sam, Behren, Andreas, Niu, Beifang, Bell, Cindy, Beltran, Sergi, Benz, Christopher, Berchuck, Andrew, Bergmann, Anke K, Bergstrom, Erik N, Berman, Benjamin P, Berney, Daniel M, Bernhart, Stephan H, Beroukhim, Rameen, Berrios, Mario, Bersani, Samantha, Bertl, Johanna, Betancourt, Miguel, Bhosle, Shriram G, Biankin, Andrew V, Bieg, Matthias, Bigner, Darell, Binder, Hans, Birney, Ewan, Birrer, Michael, Biswas, Nidhan K, Bjerkehagen, Bodil, Bodenheimer, Tom, Boice, Lori, Bonizzato, Giada, De Bono, Johann S, Boot, Arnoud, Bootwalla, Moiz S, Borg, Ake, Borkhardt, Arndt, Boroevich, Keith A, Borozan, Ivan, Borst, Christoph, Bosenberg, Marcus, Bosio, Mattia, Boultwood, Jacqueline, Bourque, 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Masakazu, Yamamoto, Shogo, Yamaue, Hiroki, Yang, Fan, Yang, Huanming, Yang, Jean Y, Yang, Liming, Yang, Lixing, Yang, Shanlin, Yang, Tsun-Po, Yang, Yang, Yao, Xiaotong, Yaspo, Marie-Laure, Yates, Lucy, Yau, Christina, Ye, Chen, Ye, Kai, Yellapantula, Venkata D, Yoon, Christopher J, Yoon, Sung-Soo, Yousif, Fouad, Yu, Jun, Yu, Kaixian, Yu, Willie, Yu, Yingyan, Yuan, Ke, Yuan, Yuan, Yuen, Denis, Yung, Christina K, Zaikova, Olga, Zamora, Jorge, Zapatka, Marc, Zenklusen, Jean C, Zenz, Thorsten, Zeps, Nikolajs, Zhang, Cheng-Zhong, Zhang, Fan, Zhang, Hailei, Zhang, Hongwei, Zhang, Hongxin, Zhang, Jiashan, Zhang, Jing, Zhang, Junjun, Zhang, Xiuqing, Zhang, Xuanping, Zhang, Yan, Zhang, Zemin, Zhao, Zhongming, Zheng, Liangtao, Zheng, Xiuqing, Zhou, Wanding, Zhou, Yong, Zhu, Bin, Zhu, Hongtu, Zhu, Jingchun, Zhu, Shida, Zou, Lihua, Zou, Xueqing, deFazio, Anna, van As, Nicholas, van Deurzen, Carolien HM, van de Vijver, Marc J, Veer, L van’t, and von Mering, Christian
Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
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.
Published: 2023
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9. Genomic footprints of activated telomere maintenance mechanisms in cancer

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Nakagawa, Hidewaki, Navarro, Fabio CP, Ossowski, Stephan, Pearson, John V, Puiggròs, Montserrat, Rippe, Karsten, Roberts, Nicola D, Roberts, Steven A, Rodriguez-Martin, Bernardo, Schumacher, Steven E, Scully, Ralph, Shackleton, Mark, Sidiropoulos, Nikos, Stewart, Chip, Torrents, David, MC Tubio, Jose, Villasante, Izar, Waddell, Nicola, Wala, Jeremiah A, Weischenfeldt, Joachim, Yang, Lixing, Yao, Xiaotong, Yoon, Sung-Soo, Zamora, Jorge, Zhang, Cheng-Zhong, Aaltonen, Lauri A, Abascal, Federico, Abeshouse, Adam, Aburatani, Hiroyuki, Adams, David J, Agrawal, Nishant, Ahn, Keun Soo, Ahn, Sung-Min, Aikata, Hiroshi, Akbani, Rehan, Al-Ahmadie, Hikmat, Al-Sedairy, Sultan T, Al-Shahrour, Fatima, Alawi, Malik, Albert, Monique, Aldape, Kenneth, Alexandrov, Ludmil B, Ally, Adrian, Alsop, Kathryn, Amary, Fernanda, Amin, Samirkumar B, Aminou, Brice, Ammerpohl, Ole, Anderson, Matthew J, Ang, Yeng, Antonello, Davide, Anur, Pavana, Aparicio, Samuel, Appelbaum, Elizabeth L, Arai, Yasuhito, Aretz, Axel, 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Michael, Koster, Roelof, Kote-Jarai, Zsofia, Koures, Antonios, Kovacevic, Milena, Kremeyer, Barbara, Kretzmer, Helene, Kreuz, Markus, Krishnamurthy, Savitri, Kube, Dieter, Kumar, Pardeep, Kumar, Sushant, Kumar, Yogesh, Kundra, Ritika, Kübler, Kirsten, Küppers, Ralf, Lagergren, Jesper, Lai, Phillip H, Laird, Peter W, Lakhani, Sunil R, Lalansingh, Christopher M, Lalonde, Emilie, Lamaze, Fabien C, Lambert, Adam, Lander, Eric, Landgraf, Pablo, Landoni, Luca, Langerød, Anita, Lanzós, Andrés, Larsimont, Denis, Larsson, Erik, Lathrop, Mark, Lau, Loretta MS, Lawerenz, Chris, Lawlor, Rita T, Lawrence, Michael S, Lazar, Alexander J, Lazic, Ana Mijalkovic, Le, Xuan, Lee, Darlene, Lee, Donghoon, Lee, Hee Jin, Lee, Jeong-Yeon, Lee, Juhee, Lee, Ming Ta Michael, Lee-Six, Henry, Lehmann, Kjong-Van, Lehrach, Hans, Lenze, Dido, Leonard, Conrad R, Leongamornlert, Daniel A, Leshchiner, Ignaty, Letourneau, Louis, Letunic, Ivica, Levine, Douglas A, Lewis, Lora, Ley, Tim, Li, Chang, Li, Constance H, Li, Haiyan Irene, Li, Jun, Li, Lin, Li, Shantao, Li, Siliang, Li, Xiaobo, Li, Xiaotong, Li, Xinyue, Liang, Han, Liang, Sheng-Ben, Lichter, Peter, Lin, Pei, Lin, Ziao, Linehan, WM, Lingjærde, Ole Christian, Liu, Dongbing, Liu, Eric Minwei, Liu, Fei-Fei Fei, Liu, Fenglin, Liu, Jia, Liu, Xingmin, Livingstone, Julie, Livitz, Dimitri, Livni, Naomi, Lochovsky, Lucas, Loeffler, Markus, Long, Georgina V, Lopez-Guillermo, Armando, Lou, Shaoke, Louis, David N, Lovat, Laurence B, Lu, Yiling, Lu, Yong-Jie, Lu, Youyong, Luchini, Claudio, Lungu, Ilinca, Luo, Xuemei, Luxton, Hayley J, Lype, Lisa, López, Cristina, López-Otín, Carlos, Z, Eric, Ma, Yussanne, MacGrogan, Gaetan, MacRae, Shona, Madsen, Tobias, Maejima, Kazuhiro, Mafficini, Andrea, Maglinte, Dennis T, Maitra, Arindam, Majumder, Partha P, Malcovati, Luca, Malikic, Salem, Malleo, Giuseppe, Mann, Graham J, Mantovani-Löffler, Luisa, Marchal, Kathleen, Marchegiani, Giovanni, Mardis, Elaine R, Margolin, Adam A, Marin, Maximillian G, Markowski, Julia, Marks, Jeffrey, Marques-Bonet, Tomas, Marra, Marco A, Marsden, Luke, Martens, John WM, Martin, Sancha, Martin-Subero, Jose I, Maruvka, Yosef E, Mashl, R Jay, Massie, Charlie E, Matthew, Thomas J, Matthews, Lucy, Mayer, Erik, Mayes, Simon, Mayo, Michael, Mbabaali, Faridah, McCune, Karen, McDermott, Ultan, McGillivray, Patrick D, McLellan, Michael D, McPherson, John D, McPherson, John R, McPherson, Treasa A, Meier, Samuel R, Meng, Alice, Meng, Shaowu, Menzies, Andrew, Merrett, Neil D, Merson, Sue, Meyerson, William, Mieczkowski, Piotr A, Mihaiescu, George L, Mijalkovic, Sanja, Mikkelsen, Tom, Milella, Michele, Mileshkin, Linda, Miller, Christopher A, Miller, David K, Miller, Jessica K, Mills, Gordon B, Milovanovic, Ana, Minner, Sarah, Miotto, Marco, Arnau, Gisela Mir, Mirabello, Lisa, Mitchell, Chris, Mitchell, Thomas J, Miyoshi, Naoki, Mizuno, Shinichi, Molnár-Gábor, Fruzsina, Moore, Malcolm J, Moore, Richard A, Morganella, Sandro, Morris, Quaid D, Morrison, Carl, Mose, Lisle E, Moser, Catherine D, Muiños, Ferran, Mularoni, Loris, Mungall, Andrew J, Mungall, Karen, Musgrove, Elizabeth A, Mustonen, Ville, Mutch, David, Muyas, Francesc, Muzny, Donna M, Muñoz, Alfonso, Myers, Jerome, Myklebost, Ola, Möller, Peter, Nagae, Genta, Nagrial, Adnan M, Nahal-Bose, Hardeep K, Nakagama, Hitoshi, Nakamura, Hiromi, Nakamura, Toru, Nakano, Kaoru, Nandi, Tannistha, Nangalia, Jyoti, Nastic, Mia, Navarro, Arcadi, Neal, David E, Nettekoven, Gerd, Newell, Felicity, Newhouse, Steven J, Newton, Yulia, Ng, Alvin Wei Tian, Ng, Anthony, Nicholson, Jonathan, Nicol, David, Nie, Yongzhan, Nielsen, G Petur, Nielsen, Morten Muhlig, Nik-Zainal, Serena, Noble, Michael S, Nones, Katia, Northcott, Paul A, Notta, Faiyaz, O’Connor, Brian D, O’Donnell, Peter, O’Donovan, Maria, O’Meara, Sarah, O’Neill, Brian Patrick, O’Neill, J Robert, Ocana, David, Ochoa, Angelica, Oesper, Layla, Ogden, Christopher, Ohdan, Hideki, Ohi, Kazuhiro, Ohno-Machado, Lucila, Oien, Karin A, Ojesina, Akinyemi I, Ojima, Hidenori, Okusaka, Takuji, Omberg, Larsson, Ong, Choon Kiat, Ott, German, Ouellette, BF Francis, P’ng, Christine, Paczkowska, Marta, Paiella, Salvatore, Pairojkul, Chawalit, Pajic, Marina, Pan-Hammarström, Qiang, Papaemmanuil, Elli, Papatheodorou, Irene, Paramasivam, Nagarajan, Park, Ji Wan, Park, Joong-Won, Park, Keunchil, Park, Kiejung, Parker, Joel S, Parsons, Simon L, Pass, Harvey, Pasternack, Danielle, Pastore, Alessandro, Patch, Ann-Marie, Pauporté, Iris, Pea, Antonio, Pedamallu, Chandra Sekhar, Pedersen, Jakob Skou, Pederzoli, Paolo, Peifer, Martin, Pennell, Nathan A, Perou, Charles M, Perry, Marc D, Petersen, Gloria M, Peto, Myron, Petrelli, Nicholas, Petryszak, Robert, Pfister, Stefan M, Phillips, Mark, Pich, Oriol, Pickett, Hilda A, Pihl, Todd D, Pillay, Nischalan, Pinder, Sarah, Pinese, Mark, Pinho, Andreia V, Pitkänen, Esa, Pivot, Xavier, Piñeiro-Yáñez, Elena, Planko, Laura, Plass, Christoph, Polak, Paz, Pons, Tirso, Popescu, Irinel, Potapova, Olga, Prasad, Aparna, Preston, Shaun R, Prinz, Manuel, Pritchard, Antonia L, Prokopec, Stephenie D, Provenzano, Elena, Puente, Xose S, Puig, Sonia, Pulido-Tamayo, Sergio, Pupo, Gulietta M, Purdie, Colin A, Quinn, Michael C, Rabionet, Raquel, Rader, Janet S, Radlwimmer, Bernhard, Radovic, Petar, Raeder, Benjamin, Raine, Keiran M, Ramakrishna, Manasa, Ramakrishnan, Kamna, Ramalingam, Suresh, Raphael, Benjamin J, Rathmell, W Kimryn, Rausch, Tobias, Reifenberger, Guido, Reimand, Jüri, Reis-Filho, Jorge, Reuter, Victor, Reyes-Salazar, Iker, Reyna, Matthew A, Reynolds, Sheila M, Rheinbay, Esther, Riazalhosseini, Yasser, Richardson, Andrea L, Richter, Julia, Ringel, Matthew, Ringnér, Markus, Rino, Yasushi, Roach, Jeffrey, Roberts, Lewis R, Robertson, A Gordon, Robertson, Alan J, Rodriguez, Javier Bartolomé, Rodríguez-González, F Germán, Roehrl, Michael HA, Rohde, Marius, Rokutan, Hirofumi, Romieu, Gilles, Rooman, Ilse, Roques, Tom, Rosebrock, Daniel, Rosenberg, Mara, Rosenstiel, Philip C, Rosenwald, Andreas, Rowe, Edward W, Royo, Romina, Rozen, Steven G, Rubanova, Yulia, Rubin, Mark A, Rubio-Perez, Carlota, Rudneva, Vasilisa A, Rusev, Borislav C, Ruzzenente, Andrea, Rätsch, Gunnar, Sabarinathan, Radhakrishnan, Sabelnykova, Veronica Y, Sadeghi, Sara, Sahinalp, S Cenk, Saini, Natalie, Saito-Adachi, Mihoko, Saksena, Gordon, Salcedo, Adriana, Salgado, Roberto, Salichos, Leonidas, Sallari, Richard, Saller, Charles, Salvia, Roberto, Sam, Michelle, Samra, Jaswinder S, Sanchez-Vega, Francisco, Sander, Chris, Sanders, Grant, Sarin, Rajiv, Sarrafi, Iman, Sasaki-Oku, Aya, Sauer, Torill, Sauter, Guido, Saw, Robyn PM, Scardoni, Maria, Scarlett, Christopher J, Scarpa, Aldo, Scelo, Ghislaine, Schadendorf, Dirk, Schein, Jacqueline E, Schilhabel, Markus B, Schlomm, Thorsten, Schmidt, Heather K, Schramm, Sarah-Jane, Schreiber, Stefan, Schultz, Nikolaus, Schwarz, Roland F, Scolyer, Richard A, Scott, David, Seethala, Raja, Segre, Ayellet V, Selander, Iris, Semple, Colin A, Senbabaoglu, Yasin, Sengupta, Subhajit, Sereni, Elisabetta, Serra, Stefano, Sgroi, Dennis C, Shah, Nimish C, Shahabi, Sagedeh, Shang, Catherine A, Shang, Ping, Shapira, Ofer, Shelton, Troy, Shen, Ciyue, Shen, Hui, Shepherd, Rebecca, Shi, Ruian, Shi, Yan, Shiah, Yu-Jia, Shibata, Tatsuhiro, Shih, Juliann, Shimizu, Eigo, Shimizu, Kiyo, Shin, Seung Jun, Shiraishi, Yuichi, Shmaya, Tal, Shmulevich, Ilya, Shorser, Solomon I, Short, Charles, Shrestha, Raunak, Shringarpure, Suyash S, Shriver, Craig, Shuai, Shimin, Siebert, Reiner, Sieuwerts, Anieta M, Signoretti, Sabina, Sikora, Katarzyna O, Simbolo, Michele, Simon, Ronald, Simons, Janae V, Simpson, Jared T, Simpson, Peter T, Singer, Samuel, Sinnott-Armstrong, Nasa, Sipahimalani, Payal, Skelly, Tara J, Smid, Marcel, Smith, Jaclyn, Smith-McCune, Karen, Socci, Nicholas D, Sofia, Heidi J, Soloway, Matthew G, Song, Lei, Sood, Anil K, Sothi, Sharmila, Sotiriou, Christos, Soulette, Cameron M, Span, Paul N, Spellman, Paul T, Sperandio, Nicola, Spillane, Andrew J, Spiro, Oliver, Spring, Jonathan, Staaf, Johan, Stadler, Peter F, Staib, Peter, Stark, Stefan G, Stebbings, Lucy, Stefánsson, Ólafur Andri, Stegle, Oliver, Stein, Lincoln D, Stenhouse, Alasdair, Stilgenbauer, Stephan, Stobbe, Miranda D, Stratton, Michael R, Stretch, Jonathan R, Struck, Adam J, Stuart, Joshua M, Stunnenberg, Henk G, Su, Hong, Su, Xiaoping, Sun, Ren X, Sungalee, Stephanie, Susak, Hana, Suzuki, Akihiro, Sweep, Fred, Szczepanowski, Monika, Sültmann, Holger, Yugawa, Takashi, Tam, Angela, Tamborero, David, Tan, Benita Kiat Tee, Tan, Donghui, Tan, Patrick, Tanaka, Hiroko, Taniguchi, Hirokazu, Tanskanen, Tomas J, Tarabichi, Maxime, Tarnuzzer, Roy, Tarpey, Patrick, Taschuk, Morgan L, Tatsuno, Kenji, Tavaré, Simon, Taylor, Darrin F, Taylor-Weiner, Amaro, Teague, Jon W, Teh, Bin Tean, Tembe, Varsha, Temes, Javier, Thai, Kevin, Thayer, Sarah P, Thiessen, Nina, Thomas, Gilles, Thomas, Sarah, Thompson, Alan, Thompson, Alastair M, Thompson, John FF, Thompson, R Houston, Thorne, Heather, Thorne, Leigh B, Thorogood, Adrian, Tiao, Grace, Tijanic, Nebojsa, Timms, Lee E, Tirabosco, Roberto, Tojo, Marta, Tommasi, Stefania, Toon, Christopher W, Toprak, Umut H, Tortora, Giampaolo, Tost, Jörg, Totoki, Yasushi, Townend, David, Traficante, Nadia, Treilleux, Isabelle, Trotta, Jean-Rémi, Trümper, Lorenz HP, Tsao, Ming, Tsunoda, Tatsuhiko, Tucker, Olga, Turkington, Richard, Turner, Daniel J, Tutt, Andrew, Ueno, Masaki, Ueno, Naoto T, Umbricht, Christopher, Umer, Husen M, Underwood, Timothy J, Urban, Lara, Urushidate, Tomoko, Ushiku, Tetsuo, Uusküla-Reimand, Liis, Valencia, Alfonso, Van Den Berg, David J, Van Laere, Steven, Van Loo, Peter, Van Meir, Erwin G, Van den Eynden, Gert G, Van der Kwast, Theodorus, Vasudev, Naveen, Vazquez, Miguel, Vedururu, Ravikiran, Veluvolu, Umadevi, Vembu, Shankar, Verbeke, Lieven PC, Vermeulen, Peter, Verrill, Clare, Viari, Alain, Vicente, David, Vicentini, Caterina, VijayRaghavan, K, Viksna, Juris, Vilain, Ricardo E, Vincent-Salomon, Anne, Visakorpi, Tapio, Voet, Douglas, Vyas, Paresh, Vázquez-García, Ignacio, Waddell, Nick M, Wadelius, Claes, Wadi, Lina, Wagener, Rabea, Wang, Jian, Wang, Jiayin, Wang, Linghua, Wang, Qi, Wang, Wenyi, Wang, Yumeng, Wang, Zhining, Waring, Paul M, Warnatz, Hans-Jörg, Warrell, Jonathan, Warren, Anne Y, Waszak, Sebastian M, Wedge, David C, Weichenhan, Dieter, Weinberger, Paul, Weinstein, John N, Weisenberger, Daniel J, Welch, Ian, Wendl, Michael C, Werner, Johannes, Whalley, Justin P, Wheeler, David A, Whitaker, Hayley C, Wigle, Dennis, Wilkerson, Matthew D, Williams, Ashley, Wilmott, James S, Wilson, Gavin W, Wilson, Julie M, Wilson, Richard K, Winterhoff, Boris, Wintersinger, Jeffrey A, Wiznerowicz, Maciej, Wolf, Stephan, Wong, Bernice H, Wong, Tina, Wong, Winghing, Woo, Youngchoon, Wood, Scott, Wouters, Bradly G, Wright, Adam J, Wright, Derek W, Wright, Mark H, Wu, Chin-Lee, Wu, Dai-Ying, Wu, Guanming, Wu, Jianmin, Wu, Kui, Wu, Yang, Wu, Zhenggang, Xi, Liu, Xia, Tian, Xiang, Qian, Xiao, Xiao, Xing, Rui, Xiong, Heng, Xu, Qinying, Xu, Yanxun, Xue, Hong, Yachida, Shinichi, Yakneen, Sergei, Yamaguchi, Rui, Yamaguchi, Takafumi N, Yamamoto, Masakazu, Yamamoto, Shogo, Yamaue, Hiroki, Yang, Fan, Yang, Huanming, Yang, Jean Y, Yang, Liming, Yang, Shanlin, Yang, Tsun-Po, Yang, Yang, Yaspo, Marie-Laure, Yates, Lucy, Yau, Christina, Ye, Chen, Ye, Kai, Yellapantula, Venkata D, Yoon, Christopher J, Yousif, Fouad, Yu, Jun, Yu, Kaixian, Yu, Willie, Yu, Yingyan, Yuan, Ke, Yuan, Yuan, Yuen, Denis, Yung, Christina K, Zaikova, Olga, Zapatka, Marc, Zenklusen, Jean C, Zenz, Thorsten, Zeps, Nikolajs, Zhang, Fan, Zhang, Hailei, Zhang, Hongwei, Zhang, Hongxin, Zhang, Jiashan, Zhang, Jing, Zhang, Junjun, Zhang, Xiuqing, Zhang, Xuanping, Zhang, Yan, Zhang, Zemin, Zhao, Zhongming, Zheng, Liangtao, Zheng, Xiuqing, Zhou, Wanding, Zhou, Yong, Zhu, Bin, Zhu, Hongtu, Zhu, Jingchun, Zhu, Shida, Zou, Lihua, Zou, Xueqing, deFazio, Anna, van As, Nicholas, van Deurzen, Carolien HM, van de Vijver, Marc J, Veer, L van’t, and von Mering, Christian
Subjects: Human Biology & Physiology, Ecology,Evolution & Ethology, Tumour Biology, Genetics & Genomics, Structural Biology & Biophysics, Computational & Systems Biology
Abstract: Cancers require telomere maintenance mechanisms for unlimited replicative potential. They achieve this through TERT activation or alternative telomere lengthening associated with ATRX or DAXX loss. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, we dissect whole-genome sequencing data of over 2500 matched tumor-control samples from 36 different tumor types aggregated within the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium to characterize the genomic footprints of these mechanisms. While the telomere content of tumors with ATRX or DAXX mutations (ATRX/DAXXtrunc) is increased, tumors with TERT modifications show a moderate decrease of telomere content. One quarter of all tumor samples contain somatic integrations of telomeric sequences into non-telomeric DNA. This fraction is increased to 80% prevalence in ATRX/DAXXtrunc tumors, which carry an aberrant telomere variant repeat (TVR) distribution as another genomic marker. The latter feature includes enrichment or depletion of the previously undescribed singleton TVRs TTCGGG and TTTGGG, respectively. Our systematic analysis provides new insight into the recurrent genomic alterations associated with telomere maintenance mechanisms in cancer.
Published: 2023
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10. A model predicting short-term mortality in patients with advanced liver cirrhosis and concomitant infection

Author: Li, Ying, Chaiteerakij, Roongruedee, Kwon, Jung Hyun, Jang, Jeong Won, Lee, Hae Lim, Cha, Stephen, Ding, Xi Wei, Thongprayoon, Charat, Ha, Fu Shuang, Nie, Cai Yun, Zhang, Qian, Yang, Zhen, Giama, Nasra H., Roberts, Lewis R., and Han, Tao
Published: 2018
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11. High prevalence of chronic viral hepatitis B and C in Minnesota Somalis contributes to rising hepatocellular carcinoma incidence

Author: Mohamed, Essa A, primary, Giama, Nasra H, additional, Abdalla, Abubaker O, additional, Shaleh, Hassan M, additional, Oseini, Abdul M, additional, Ali, Hamdi A, additional, Ahmed, Fowsiyo, additional, Taha, Wesam, additional, Ahmed Mohammed, Hager, additional, Cvinar, Jessica, additional, Waaeys, Ibrahim A, additional, Ali, Hawa, additional, Allotey, Loretta K, additional, Ali, Abdiwahab O, additional, Mohamed, Safra A, additional, Harmsen, William S, additional, Ahmmad, Eimad M, additional, Bajwa, Numra A, additional, Afgarshe, Mohamud D, additional, Shire, Abdirashid M, additional, Balls-Berry, Joyce E, additional, and Roberts, Lewis R, additional
Published: 2022
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12. Circulating Tumor Cells Are Associated With Poor Overall Survival in Patients With Cholangiocarcinoma

Author: Yang, Ju Dong, Campion, Michael B., Liu, Minetta C., Chaiteerakij, Roongruedee, Giama, Nasra H., Ahmed Mohammed, Hager, Zhang, Xiaodan, Hu, Chunling, Campion, Victoria L., Jen, Jin, Venkatesh, Sudhakar K., Halling, Kevin C., Kipp, Benjamin R., and Roberts, Lewis R.
Published: 2016
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13. Combinations of biomarkers and Milan criteria for predicting hepatocellular carcinoma recurrence after liver transplantation

Author: Chaiteerakij, Roongruedee, Zhang, Xiaodan, Addissie, Benyam D., Mohamed, Essa A., Harmsen, William S., Theobald, Paul J., Peters, Brian E., Balsanek, Joseph G., Ward, Melissa M., Giama, Nasra H., Moser, Catherine D., Oseini, Abdul M., Umeda, Naoki, Venkatesh, Sudhakar, Harnois, Denise M., Charlton, Michael R., Yamada, Hiroyuki, Satomura, Shinji, Algeciras-Schimnich, Alicia, Snyder, Melissa R., Therneau, Terry M., and Roberts, Lewis R.
Published: 2015
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14. DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma

Author: Yang, Ju Dong, primary, Ghoz, Hassan, additional, Aboelsoud, Mohammed M., additional, Taylor, William R., additional, Yab, Tracy C., additional, Berger, Calise K., additional, Cao, Xiaoming, additional, Foote, Patrick H., additional, Giama, Nasra H., additional, Barr Fritcher, Emily G., additional, Mahoney, Douglas W., additional, Moser, Catherine D., additional, Smyrk, Thomas C., additional, Kipp, Benjamin R., additional, Gores, Gregory J., additional, Roberts, Lewis R., additional, and Kisiel, John B., additional
Published: 2021
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15. Potential Role of Inflammation-Promoting Biliary Microbiome in Primary Sclerosing Cholangitis and Cholangiocarcinoma.

Author: Miyabe, Katsuyuki, Chandrasekhara, Vinay, Wongjarupong, Nicha, Chen, Jun, Yang, Lu, Johnson, Stephen, Chia, Nicholas, Walther-Antonio, Marina, Yao, Janet Z., Harrington, Sean C., Nordyke, Cynthia K., Eaton, John E., Gossard, Andrea A., Oli, Sharad, Ali, Hamdi A., Lavu, Sravanthi, Giama, Nasra H., Hassan, Fatima A., Ali, Hawa M., and Enders, Felicity T.
Subjects: DNA, CHOLANGIOCARCINOMA, INFLAMMATION, GUT microbiome, RNA, BILE duct diseases, BILE, COMPARATIVE studies, HUMAN microbiota, DESCRIPTIVE statistics
Abstract: Simple Summary: This is the first study to investigate both bile and stool microbiota profiles in PSC and CCA, mostly perihilar CCA. Samples with less than 2000 reads were excluded from the compositional analysis to reduce false associations. We adjusted for demographic and clinical factors influencing the biliary and stool microbiota in PSC and CCA patients. Bile and stool have different profiles of microbiota, although the bile and stool microbiome from the same subject showed more similarity than those from different subjects. Increased species richness and abundance of Fusobacteria in bile was correlated with the duration of PSC and characterized the bile of CCA patients. The unique microbial signature in the bile of patients with CCA raises the possibility of a role for microbiota-driven inflammation in the pathogenesis of perihilar CCA. Background: Primary sclerosing cholangitis (PSC) is a major risk factor for cholangiocarcinoma (CCA). We investigated biliary and fecal microbiota to determine whether specific microbes in the bile or stool are associated with PSC or CCA. Methods: Bile was obtained from 32 patients with PSC, 23 with CCA with PSC, 26 with CCA without PSC, and 17 controls. Over 90% of bile samples were from patients with perihilar CCA. Stool was obtained from 31 patients with PSC (11 were matched to bile), 16 with CCA with PSC (10 matched to bile), and 11 with CCA without PSC (6 matched to bile). Microbiota composition was assessed using 16SrRNA-marker-based sequencing and was compared between groups. Results: Bile has a unique microbiota distinguished from negative DNA controls and stool. Increased species richness and abundance of Fusobacteria correlated with duration of PSC and characterized the biliary microbiota in CCA. Stool microbiota composition showed no significant differences between groups. Conclusions: We identified a unique microbial signature in the bile of patients with increased duration of PSC or with CCA, suggesting a role for microbiota-driven inflammation in the pathogenesis and or progression to perihilar CCA. Further studies are needed to test this hypothesis. [ABSTRACT FROM AUTHOR]
Published: 2022
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16. Effect of Statins on the Risk of Extrahepatic Cholangiocarcinoma

Author: Lavu, Sravanthi, primary, Therneau, Terry M., additional, Harmsen, William S., additional, Mara, Kristin C., additional, Wongjarupong, Nicha, additional, Hassan, Mohamed, additional, Ali, Hamdi A., additional, Antwi, Samuel, additional, Giama, Nasra H., additional, Miyabe, Katsuyuki, additional, and Roberts, Lewis R., additional
Published: 2020
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17. Effects of Cirrhosis and Diagnosis Scenario in Metabolic‐Associated Fatty Liver Disease‐Related Hepatocellular Carcinoma

Author: Chen, Vincent L., primary, Yeh, Ming‐Lun, additional, Yang, Ju Dong, additional, Leong, Jennifer, additional, Huang, Daniel Q., additional, Toyoda, Hidenori, additional, Chen, Yao‐Li, additional, Guy, Jennifer, additional, Maeda, Mayumi, additional, Tsai, Pei‐Chien, additional, Huang, Chung‐Feng, additional, Yasuda, Satoshi, additional, Le, An K., additional, Dang, Hansen, additional, Giama, Nasra H., additional, Ali, Hamdi A., additional, Zhang, Ning, additional, Wang, Xiaozhong, additional, Jun, Dae Won, additional, Tseng, Cheng‐Hao, additional, Hsu, Yao‐Chun, additional, Huang, Jee‐Fu, additional, Dai, Chia‐Yen, additional, Chuang, Wan‐Long, additional, Zhu, Qiang, additional, Dan, Yock Young, additional, Schwartz, Myron, additional, Roberts, Lewis R., additional, Yu, Ming‐Lung, additional, and Nguyen, Mindie H., additional
Published: 2020
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18. Viral Hepatitis Among Somali Immigrants in Minnesota: Association of Hepatitis C With Hepatocellular Carcinoma

Author: Shire, Abdirashid M., Sandhu, Dalbir S., Kaiya, Joseph K., Oseini, Abdul M., Dong Yang, Ju, Chaiteerakij, Roongruedee, Mettler, Teresa A., Giama, Nasra H., Roberts, Rosebud O., Therneau, Terry M., Petersen, Gloria M., Knutson, Keith L., and Roberts, Lewis R.
Published: 2012
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19. Knowledge, Attitudes, and Behaviors of Viral Hepatitis Among Recent African Immigrants in the United States: A Community Based Participatory Research Qualitative Study

Author: Mohamed, Essa A., primary, Giama, Nasra H., additional, Shaleh, Hassan M., additional, Kerandi, Linda, additional, Oseini, Abdul M., additional, Ahmed Mohammed, Hager, additional, Kerandi, Henry, additional, Allotey, Loretta K., additional, Waaeys, Ibrahim A., additional, Ali, Hamdi A., additional, Ali, Hawa M., additional, Mohamed, Safra A., additional, Yang, Ju Dong, additional, Gaga, Wudneh O., additional, Tamire, Lily L., additional, Windissa, Awol, additional, Patten, Christi A., additional, Balls-Berry, Joyce E., additional, and Roberts, Lewis R., additional
Published: 2020
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20. 45 The Role of the Biliary and Gut Microbiome in the Progression of Cholangiocarcinoma and Primary Sclerosing Cholangitis

Author: Katsuyuki, Miyabe, primary, Chandrasekhara, Vinay, additional, Wongjarupong, Nicha, additional, Chen, Jun, additional, Johnson, Stephen, additional, Chia, Nicholas, additional, Gossard, Andrea A., additional, Walther-Antonio, Marina, additional, Oli, Sharad, additional, Giama, Nasra H., additional, Ali, Hamdi A., additional, Sravanthi, Lavu, additional, Hassan, Fatima, additional, Ali, Hawa, additional, Yao, Janet Z., additional, Harrington, Sean C., additional, Enders, Felicity T., additional, Rizvi, Sumera H., additional, Gores, Gregory J., additional, Topazian, Mark D., additional, Kashyap, Purna C., additional, and Roberts, Lewis R., additional
Published: 2019
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21. 991 BALAD and BALAD-2 Predict Survival of Hepatocellular Carcinoma Patients: A North American Cohort Study

Author: Wongjarupong, Nicha, primary, Negron, Gabriela, additional, Ahn, Keun Soo, additional, Yang, Ju Dong, additional, Giama, Nasra H., additional, Mara, Kristin, additional, Harmsen, William S., additional, Therneau, Terry, additional, and Roberts, Lewis R., additional
Published: 2019
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22. Erratum: Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles (Cell Reports (2017) 18(11) (2780â2794) (S2211124717302140) (10.1016/j.celrep.2017.02.033))

Author: Farshidfar, Farshad, Zheng, Siyuan, Gingras, Marie-Claude, Newton, Yulia, Shih, Juliann, Robertson, A. Gordon, Hinoue, Toshinori, Hoadley, Katherine A., Gibb, Ewan A., Roszik, Jason, Covington, Kyle R., Wu, Chia-Chin, Shinbrot, Eve, Stransky, Nicolas, Hegde, Apurva, Yang, Ju Dong, Reznik, Ed, Sadeghi, Sara, Pedamallu, Chandra Sekhar, Ojesina, Akinyemi I., Hess, Julian M., Auman, J. Todd, Rhie, Suhn K., Bowlby, Reanne, Borad, Mitesh J., Akbani, Rehan, Allotey, Loretta K., Ally, Adrian, Alvaro, Domenico, Andersen, Jesper B., Appelbaum, Elizabeth L., Arora, Arshi, Balasundaram, Miruna, Balu, Saianand, Bardeesy, Nabeel, Bathe, Oliver F., Baylin, Stephen B., Beroukhim, Rameen, Berrios, Mario, Bodenheimer, Tom, Boice, Lori, Bootwalla, Moiz S., Bowen, Jay, Bragazzi, Maria Consiglia, Brooks, Denise, Cardinale, Vincenzo, Carlsen, Rebecca, Carpino, Guido, Carvalho, Andre L., Chaiteerakij, Roongruedee, Chandan, Vishal C., Cherniack, Andrew D., Chin, Lynda, Cho, Juok, Choe, Gina, Chuah, Eric, Chudamani, Sudha, Cibulskis, Carrie, Cordes, Matthew G., Crain, Daniel, Curley, Erin, De Rose, Agostino Maria, Defreitas, Timothy, Demchok, John A., Deshpande, Vikram, Dhalla, Noreen, Ding, Li, Evason, Kimberley, Felau, Ina, Ferguson, Martin L., Foo, Wai Chin, Franchitto, Antonio, Frazer, Scott, Fronick, Catrina C., Fulton, Lucinda A., Fulton, Robert S., Gabriel, Stacey B., Gardner, Johanna, Gastier-Foster, Julie M., Gaudio, Eugenio, Gehlenborg, Nils, Genovese, Giannicola, Gerken, Mark, Getz, Gad, Giama, Nasra H., Gibbs, Richard A., Giuliante, Felice, Grazi, Gian Luca, Hayes, D. Neil, Hegde, Apurva M., Heiman, David I., Holbrook, Andrea, Holt, Robert A., Hoyle, Alan P., Huang, Mei, Hutter, Carolyn M., Jefferys, Stuart R., Jones, Steven J. M., Jones, Corbin D., Kasaian, Katayoon, Kelley, Robin K., Kim, Jaegil, Kleiner, David E., Kocher, Jean-Pierre A., Kwong, Lawrence N., Lai, Phillip H., Laird, Peter W., Lawrence, Michael S., Leraas, Kristen M., Lichtenberg, Tara M., Lin, Pei, Liu, Wenbin, Liu, Jia, Lolla, Laxmi, Lu, Yiling, Ma, Yussanne, Mallery, David, Mardis, Elaine R., Marra, Marco A., Matsushita, Marcus M., Mayo, Michael, McLellan, Michael D., McRee, Autumn J., Meier, Sam, Meng, Shaowu, Meyerson, Matthew, Mieczkowski, Piotr A., Miller, Christopher A., Mills, Gordon B., Moore, Richard A., Morris, Scott, Mose, Lisle E., Moser, Catherine D., Mounajjed, Taofic, Mungall, Andrew J., Mungall, Karen, Murray, Bradley A., Naresh, Rashi, Noble, Michael S., O'Brien, Daniel R., Parker, Joel S., Patel, Tushar C., Paulauskis, Joseph, Penny, Robert, Perou, Charles M., Perou, Amy H., Pihl, Todd, Radenbaugh, Amie J., Ramirez, Nilsa C., Rathmell, W. Kimryn, Roach, Jeffrey, Roberts, Lewis R., Saksena, Gordon, Sander, Chris, Schein, Jacqueline E., Schmidt, Heather K., Schumacher, Steven E., Shelton, Candace, Shelton, Troy, Shen, Ronglai, Sheth, Margi, Shi, Yan, Shroff, Rachna, Simons, Janae V., Sipahimalani, Payal, Skelly, Tara, Sofia, Heidi J., Soloway, Matthew G., Stoppler, Hubert, Stuart, Josh, Sun, Qiang, Tam, Angela, Tan, Donghui, Tarnuzzer, Roy, Thiessen, Nina, Thorne, Leigh B., Torbenson, Michael S., Van Den Berg, David J., Veluvolu, Umadevi, Verhaak, Roel G. W., Voet, Doug, Wan, Yunhu, Wang, Zhining, Weinstein, John N., Weisenberger, Daniel J., Wheeler, David A., Wilson, Richard K., Wise, Lisa, Wong, Tina, Wu, Ye, Xi, Liu, Yang, Liming, Zenklusen, Jean C., Zhang, Hailei, Zhang, Jiashan (Julia), Zmuda, Erik, Zhu, Andrew X., Stuart, Josh M., Farshidfar, Farshad, Zheng, Siyuan, Gingras, Marie-Claude, Newton, Yulia, Shih, Juliann, Robertson, A. Gordon, Hinoue, Toshinori, Hoadley, Katherine A., Gibb, Ewan A., Roszik, Jason, Covington, Kyle R., Chia-Chin, Wu, Shinbrot, Eve, Stransky, Nicola, Hegde, Apurva, Yang, Ju Dong, Reznik, Ed, Sadeghi, Sara, Pedamallu, Chandra Sekhar, Ojesina, Akinyemi I., Hess, Julian M., Auman, J. Todd, Rhie, Suhn K., Bowlby, Reanne, Borad, Mitesh J., Akbani, Rehan, Allotey, Loretta K., Ally, Adrian, Alvaro, Domenico, Andersen, Jesper B., Appelbaum, Elizabeth L., Arora, Arshi, Balasundaram, Miruna, Balu, Saianand, Bardeesy, Nabeel, Bathe, Oliver F., Baylin, Stephen B., Beroukhim, Rameen, Berrios, Mario, Bodenheimer, Tom, Boice, Lori, Bootwalla, Moiz S., Bowen, Jay, Bragazzi, Maria Consiglia, Brooks, Denise, Cardinale, Vincenzo, Carlsen, Rebecca, Guido, Carpino, Carvalho, Andre L., Chaiteerakij, Roongruedee, Chandan, Vishal C., Cherniack, Andrew D., Chin, Lynda, Cho, Juok, Choe, Gina, Chuah, Eric, Chudamani, Sudha, Cibulskis, Carrie, Cordes, Matthew G., Crain, Daniel, Curley, Erin, De Rose, Agostino Maria, Defreitas, Timothy, Demchok, John A., Deshpande, Vikram, Dhalla, Noreen, Ding, Li, Evason, Kimberley, Felau, Ina, Ferguson, Martin L., Foo, Wai Chin, Franchitto, Antonio, Frazer, Scott, Fronick, Catrina C., Fulton, Lucinda A., Fulton, Robert S., Gabriel, Stacey B., Gardner, Johanna, Gastier-Foster, Julie M., Gaudio, Eugenio, Gehlenborg, Nil, Genovese, Giannicola, Gerken, Mark, Getz, Gad, Giama, Nasra H., Gibbs, Richard A., Giuliante, Felice, Grazi, Gian Luca, Hayes, D. Neil, Hegde, Apurva M., Heiman, David I., Holbrook, Andrea, Holt, Robert A., Hoyle, Alan P., Huang, Mei, Hutter, Carolyn M., Jefferys, Stuart R., Jones, Steven J. M., Jones, Corbin D., Kasaian, Katayoon, Kelley, Robin K., Kim, Jaegil, Kleiner, David E., Kocher, Jean-Pierre A., Kwong, Lawrence N., Lai, Phillip H., Laird, Peter W., Lawrence, Michael S., Leraas, Kristen M., Lichtenberg, Tara M., Lin, Pei, Liu, Wenbin, Liu, Jia, Lolla, Laxmi, Yiling, Lu, Yussanne, Ma, Mallery, David, Mardis, Elaine R., Marra, Marco A., Matsushita, Marcus M., Mayo, Michael, Mclellan, Michael D., Mcree, Autumn J., Meier, Sam, Meng, Shaowu, Meyerson, Matthew, Mieczkowski, Piotr A., Miller, Christopher A., Mills, Gordon B., Moore, Richard A., Morris, Scott, Mose, Lisle E., Moser, Catherine D., Mounajjed, Taofic, Mungall, Andrew J., Mungall, Karen, Murray, Bradley A., Naresh, Rashi, Noble, Michael S., O'Brien, Daniel R., Parker, Joel S., Patel, Tushar C., Paulauskis, Joseph, Penny, Robert, Perou, Charles M., Perou, Amy H., Pihl, Todd, Radenbaugh, Amie J., Ramirez, Nilsa C., Rathmell, W. Kimryn, Roach, Jeffrey, Roberts, Lewis R., Saksena, Gordon, Sander, Chri, Schein, Jacqueline E., Schmidt, Heather K., Schumacher, Steven E., Shelton, Candace, Shelton, Troy, Shen, Ronglai, Sheth, Margi, Shi, Yan, Shroff, Rachna, Simons, Janae V., Sipahimalani, Payal, Skelly, Tara, Sofia, Heidi J., Soloway, Matthew G., Stoppler, Hubert, Stuart, Josh, Sun, Qiang, Tam, Angela, Tan, Donghui, Tarnuzzer, Roy, Thiessen, Nina, Thorne, Leigh B., Torbenson, Michael S., Van Den Berg, David J., Veluvolu, Umadevi, Verhaak, Roel G. W., Voet, Doug, Wan, Yunhu, Wang, Zhining, Weinstein, John N., Weisenberger, Daniel J., Wheeler, David A., Wilson, Richard K., Wise, Lisa, Wong, Tina, Ye, Wu, Liu, Xi, Yang, Liming, Zenklusen, Jean C., Zhang, Hailei, Zhang, Jiashan (Julia), Zmuda, Erik, Zhu, Andrew X., and Stuart, Josh M.
Subjects: Genetics and Molecular Biology (all), Biochemistry, Genetics and Molecular Biology (all), Biochemistry
Abstract: Cholangiocarcinoma (CCA) is an aggressive malignancy of the bile ducts, with poor prognosis and limited treatment options. Here, we describe the integrated analysis of somatic mutations, RNA expression, copy number, and DNA methylation by The Cancer Genome Atlas of a set of predominantly intrahepatic CCA cases and propose a molecular classification scheme. We identified an IDH mutant-enriched subtype with distinct molecular features including low expression of chromatin modifiers, elevated expression of mitochondrial genes, and increased mitochondrial DNA copy number. Leveraging the multi-platform data, we observed that ARID1A exhibited DNA hypermethylation and decreased expression in the IDH mutant subtype. More broadly, we found that IDH mutations are associated with an expanded histological spectrum of liver tumors with molecular features that stratify with CCA. Our studies reveal insights into the molecular pathogenesis and heterogeneity of cholangiocarcinoma and provide classification information of potential therapeutic significance.
Published: 2017

23. GALAD Score for Hepatocellular Carcinoma Detection in Comparison with Liver Ultrasound and Proposal of GALADUS Score

Author: Yang, Ju Dong, primary, Addissie, Benyam D., additional, Mara, Kristin C., additional, Harmsen, William S., additional, Dai, Jianliang, additional, Zhang, Ning, additional, Wongjarupong, Nicha, additional, Ali, Hawa M., additional, Ali, Hamdi A., additional, Hassan, Fatima A., additional, Lavu, Sravanthi, additional, Cvinar, Jessica L., additional, Giama, Nasra H., additional, Moser, Catherine D., additional, Miyabe, Katsuyuki, additional, Allotey, Loretta K., additional, Algeciras-Schimnich, Alicia, additional, Theobald, J. Paul, additional, Ward, Melissa M., additional, Nguyen, Mindie H., additional, Befeler, Alex S., additional, Reddy, K. Rajender, additional, Schwartz, Myron, additional, Harnois, Denise M., additional, Yamada, Hiroyuki, additional, Srivastava, Sudhir, additional, Rinaudo, Jo Ann, additional, Gores, Gregory J., additional, Feng, Ziding, additional, Marrero, Jorge A., additional, and Roberts, Lewis R., additional
Published: 2019
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24. Hepatocellular Carcinoma Detection by Plasma Methylated DNA: Discovery, Phase I Pilot, and Phase II Clinical Validation

Author: Kisiel, John B., primary, Dukek, Brian A., additional, V.S.R. Kanipakam, Reddappa, additional, Ghoz, Hassan M., additional, Yab, Tracy C., additional, Berger, Calise K., additional, Taylor, William R., additional, Foote, Patrick H., additional, Giama, Nasra H., additional, Onyirioha, Kristeen, additional, Abdallah, Mohamed A., additional, Burger, Kelli N., additional, Slettedahl, Seth W., additional, Mahoney, Douglas W., additional, Smyrk, Thomas C., additional, Lewis, Jason T., additional, Giakoumopoulos, Maria, additional, Allawi, Hatim T., additional, Lidgard, Graham P., additional, Roberts, Lewis R., additional, and Ahlquist, David A., additional
Published: 2019
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25. Clinical Features Associated with Survival Outcome in African-American Patients with Hepatocellular Carcinoma

Author: Estevez, Jacqueline, primary, Yang, Ju Dong, additional, Leong, Jennifer, additional, Nguyen, Pauline, additional, Giama, Nasra H., additional, Zhang, Ning, additional, Ali, Hamdi A., additional, Lee, Mei-Hsuan, additional, Cheung, Ramsey, additional, Roberts, Lewis, additional, Schwartz, Myron, additional, and Nguyen, Mindie H., additional
Published: 2019
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26. Genome-wide discovery and validation of diagnostic DNA methylation-based biomarkers for hepatocellular cancer detection in circulating cell free DNA

Author: Hlady, Ryan A., primary, Zhao, Xia, additional, Pan, Xiaoyu, additional, Yang, Ju Dong, additional, Ahmed, Fowsiyo, additional, Antwi, Samuel O., additional, Giama, Nasra H., additional, Patel, Tushar, additional, Roberts, Lewis R., additional, Liu, Chen, additional, and Robertson, Keith D., additional
Published: 2019
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27. Barriers in Hepatitis C Treatment in Somali Patients in the Direct Acting Antiviral Therapy Era

Author: Elwir, Saleh, primary, Anugwom, Chimaobi, additional, Connor, Esther K., additional, Giama, Nasra H., additional, Ndzengue, Albert, additional, Menk, Jeremiah, additional, Mohamed, Essa A., additional, Roberts, Lewis R., additional, and Hassan, Mohamed, additional
Published: 2018
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28. Hypothyroidism is associated with worse outcomes of hepatocellular carcinoma patients after liver transplantation

Author: Zhang, Ning, primary, Jin, Weidong, additional, Zhou, Shuangnan, additional, Yang, Ju Dong, additional, Harmsen, William S., additional, Giama, Nasra H., additional, Wongjarupong, Nicha, additional, Heimbach, Julie K., additional, Watt, Kymberly D., additional, Malhi, Harmeet, additional, Therneau, Terry M., additional, and Roberts, Lewis R., additional
Published: 2018
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29. Effects of Cirrhosis and Diagnosis Scenario in Metabolic‐Associated Fatty Liver Disease‐Related Hepatocellular Carcinoma.

Author: Chen, Vincent L., Yeh, Ming‐Lun, Yang, Ju Dong, Leong, Jennifer, Huang, Daniel Q., Toyoda, Hidenori, Chen, Yao‐Li, Guy, Jennifer, Maeda, Mayumi, Tsai, Pei‐Chien, Huang, Chung‐Feng, Yasuda, Satoshi, Le, An K., Dang, Hansen, Giama, Nasra H., Ali, Hamdi A., Zhang, Ning, Wang, Xiaozhong, Jun, Dae Won, and Tseng, Cheng‐Hao
Subjects: CIRRHOSIS of the liver, FATTY liver, HEPATOCELLULAR carcinoma
Abstract: Metabolic‐associated fatty liver disease (MAFLD) is a major cause of liver‐related complications, including hepatocellular carcinoma (HCC). While MAFLD‐related HCC is known to occur in the absence of cirrhosis, our understanding of MAFLD‐related HCC in this setting is limited. Here, we characterize MAFLD‐related HCC and the impact of cirrhosis and screening on survival. This was a multicenter, retrospective, cohort study of MAFLD‐related HCC. MAFLD was defined based on the presence of race‐adjusted overweight, diabetes, or both hypertension and dyslipidemia in the absence of excess alcohol use or other underlying cause of liver disease. The primary outcome of interest was overall survival, and the primary dependent variables were cirrhosis status and prior HCC screening. We used Kaplan‐Meier methods to estimate overall survival and Cox proportional hazards models and random forest machine learning to determine factors associated with prognosis. This study included 1,382 patients from 11 centers in the United States and East/Southeast Asia. Cirrhosis was present in 62% of patients, but under half of these patients had undergone imaging within 12 months of HCC diagnosis. Patients with cirrhosis were more likely to have early stage disease but less often received curative therapy. After adjustment, cirrhosis was not associated with prognosis, but the presence of cancer‐related symptoms at diagnosis was associated with poorer prognosis. Conclusion: Cirrhosis was not associated with overall survival in this cohort of MAFLD‐related HCC, while diagnosis in the presence of symptoms was associated with poorer prognosis. The HCC surveillance rate in patients with MAFLD‐related HCC was disappointingly low in a multicenter cohort. [ABSTRACT FROM AUTHOR]
Published: 2021
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30. Tu1494 - Effects of Screening in Nonalcoholic Fatty Liver Disease and Cryptogenic Hepatocellular Carcinoma

Author: Chen, Vincent L., primary, Yeh, Ming-Lun, additional, Yang, Ju Dong, additional, Prasad, Debi, additional, Guy, Jennifer, additional, Saeed, Waqar K., additional, Jun, Tomi, additional, Tsai, Pei-Chien, additional, Nguyen, Pauline, additional, Huang, Chung-Feng, additional, Lee, Hyo Young, additional, Giama, Nasra H., additional, Kim, Nathan G., additional, Le, An K., additional, Dang, Hansen, additional, Ali, Hamdi A., additional, Zhang, Ning, additional, Huang, Jee-Fu, additional, Dai, Chia-Yen, additional, Chuang, Wan-Long, additional, Huang, Yi-Hsiang, additional, Jun, Dae Won, additional, Gane, Edward, additional, Roberts, Lewis R., additional, Yu, Ming-Lun, additional, and Nguyen, Mindie H., additional
Published: 2018
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31. Tu1474 - Galad Score is Superior to Liver Ultrasound in Detection of Alpha-Fetoprotein Negative Early Stage Hepatocellular Carcinoma

Author: Yang, Ju Dong, primary, Addissie, Benyam D., additional, Mara, Kristin, additional, Harmsen, William S., additional, Giama, Nasra H., additional, Ali, Hamdi A., additional, Wongjarupong, Nicha, additional, Algeciras-Schiminich, Alicia, additional, Theobald, J Paul, additional, Ward, Melissa, additional, Harnois, Denise M., additional, Yamada, Hiroyuki, additional, Gores, Gregory J., additional, and Roberts, Lewis R., additional
Published: 2018
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32. Sa1480 - Understanding the Immunological Profiles of Somaliamericans with Viral Hepatitis

Author: Mohamed, Essa A., primary, Ali, Hamdi A., additional, Gustafson, Michael, additional, Bornschlegl, Svetlana, additional, Giama, Nasra H., additional, Shaleh, Hassan M., additional, Waaeys, Ibrahim A., additional, Shire, Abdirashid, additional, Dietz, Allan, additional, and Roberts, Lewis R., additional
Published: 2018
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33. 1044 - Hepatocellular Carcinoma Detection by Plasma Assay of Methylated Dna Markers: Phase II Clinical Validation

Author: Kisiel, John B., primary, Allawi, Hatim T., additional, Giakoumopoulos, Maria, additional, Taylor, William R., additional, Yab, Tracy C., additional, Foote, Patrick H., additional, Abdallah, Mohamed, additional, Onyirioha, Kristeen, additional, Giama, Nasra H., additional, Then, Sara, additional, Doering, Karen, additional, Burger, Kelli N., additional, Slettedahl, Seth W., additional, Mahoney, Douglas W., additional, Lidgard, Graham P., additional, Roberts, Lewis R., additional, and Ahlquist, David A., additional
Published: 2018
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34. Model combining pre-transplant tumor biomarkers and tumor size shows more utility in predicting hepatocellular carcinoma recurrence and survival than the BALAD models

Author: Wongjarupong, Nicha, primary, Negron-Ocasio, Gabriela M, additional, Chaiteerakij, Roongruedee, additional, Addissie, Benyam D, additional, Mohamed, Essa A, additional, Mara, Kristin C, additional, Harmsen, William S, additional, Theobald, J Paul, additional, Peters, Brian E, additional, Balsanek, Joseph G, additional, Ward, Melissa M, additional, Giama, Nasra H, additional, Venkatesh, Sudhakar K, additional, Harnois, Denise M, additional, Charlton, Michael R, additional, Yamada, Hiroyuki, additional, Algeciras-Schimnich, Alicia, additional, Snyder, Melissa R, additional, Therneau, Terry M, additional, and Roberts, Lewis R, additional
Published: 2018
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35. More advanced disease and worse survival in cryptogenic compared to viral hepatocellular carcinoma

Author: Jun, Tomi W., primary, Yeh, Ming‐Lun, additional, Yang, Ju Dong, additional, Chen, Vincent L., additional, Nguyen, Pauline, additional, Giama, Nasra H., additional, Huang, Chung‐Feng, additional, Hsing, Ann W., additional, Dai, Chia‐Yen, additional, Huang, Jee‐Fu, additional, Chuang, Wan‐Long, additional, Roberts, Lewis R., additional, Yu, Ming‐Lung, additional, and Nguyen, Mindie H., additional
Published: 2017
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36. Identification of fucosylated Fetuin-A as a potential biomarker for cholangiocarcinoma

Author: Betesh, Lucy, primary, Comunale, Mary Ann, additional, Wang, Mengjun, additional, Liang, Hongyan, additional, Hafner, Julie, additional, Karabudak, Aykan, additional, Giama, Nasra H., additional, Moser, Catherine D., additional, Miyoshi, Eiji, additional, Roberts, Lewis R., additional, Block, Timothy M., additional, and Mehta, Anand, additional
Published: 2017
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37. Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma

Author: Ally, Adrian, primary, Balasundaram, Miruna, additional, Carlsen, Rebecca, additional, Chuah, Eric, additional, Clarke, Amanda, additional, Dhalla, Noreen, additional, Holt, Robert A., additional, Jones, Steven J.M., additional, Lee, Darlene, additional, Ma, Yussanne, additional, Marra, Marco A., additional, Mayo, Michael, additional, Moore, Richard A., additional, Mungall, Andrew J., additional, Schein, Jacqueline E., additional, Sipahimalani, Payal, additional, Tam, Angela, additional, Thiessen, Nina, additional, Cheung, Dorothy, additional, Wong, Tina, additional, Brooks, Denise, additional, Robertson, A. Gordon, additional, Bowlby, Reanne, additional, Mungall, Karen, additional, Sadeghi, Sara, additional, Xi, Liu, additional, Covington, Kyle, additional, Shinbrot, Eve, additional, Wheeler, David A., additional, Gibbs, Richard A., additional, Donehower, Lawrence A., additional, Wang, Linghua, additional, Bowen, Jay, additional, Gastier-Foster, Julie M., additional, Gerken, Mark, additional, Helsel, Carmen, additional, Leraas, Kristen M., additional, Lichtenberg, Tara M., additional, Ramirez, Nilsa C., additional, Wise, Lisa, additional, Zmuda, Erik, additional, Gabriel, Stacey B., additional, Meyerson, Matthew, additional, Cibulskis, Carrie, additional, Murray, Bradley A., additional, Shih, Juliann, additional, Beroukhim, Rameen, additional, Cherniack, Andrew D., additional, Schumacher, Steven E., additional, Saksena, Gordon, additional, Pedamallu, Chandra Sekhar, additional, Chin, Lynda, additional, Getz, Gad, additional, Noble, Michael, additional, Zhang, Hailei, additional, Heiman, David, additional, Cho, Juok, additional, Gehlenborg, Nils, additional, Voet, Douglas, additional, Lin, Pei, additional, Frazer, Scott, additional, Defreitas, Timothy, additional, Meier, Sam, additional, Lawrence, Michael, additional, Kim, Jaegil, additional, Creighton, Chad J., additional, Muzny, Donna, additional, Doddapaneni, HarshaVardhan, additional, Hu, Jianhong, additional, Wang, Min, additional, Morton, Donna, additional, Korchina, Viktoriya, additional, Han, Yi, additional, Dinh, Huyen, additional, Lewis, Lora, additional, Bellair, Michelle, additional, Liu, Xiuping, additional, Santibanez, Jireh, additional, Glenn, Robert, additional, Lee, Sandra, additional, Hale, Walker, additional, Parker, Joel S., additional, Wilkerson, Matthew D., additional, Hayes, D. Neil, additional, Reynolds, Sheila M., additional, Shmulevich, Ilya, additional, Zhang, Wei, additional, Liu, Yuexin, additional, Iype, Lisa, additional, Makhlouf, Hala, additional, Torbenson, Michael S., additional, Kakar, Sanjay, additional, Yeh, Matthew M., additional, Jain, Dhanpat, additional, Kleiner, David E., additional, Dhanasekaran, Renumathy, additional, El-Serag, Hashem B., additional, Yim, Sun Young, additional, Weinstein, John N., additional, Mishra, Lopa, additional, Zhang, Jianping, additional, Akbani, Rehan, additional, Ling, Shiyun, additional, Ju, Zhenlin, additional, Su, Xiaoping, additional, Hegde, Apurva M., additional, Mills, Gordon B., additional, Lu, Yiling, additional, Chen, Jian, additional, Lee, Ju-Seog, additional, Sohn, Bo Hwa, additional, Shim, Jae Jun, additional, Tong, Pan, additional, Aburatani, Hiroyuki, additional, Yamamoto, Shogo, additional, Tatsuno, Kenji, additional, Li, Wei, additional, Xia, Zheng, additional, Stransky, Nicolas, additional, Seiser, Eric, additional, Innocenti, Federico, additional, Gao, Jianjiong, additional, Kundra, Ritika, additional, Zhang, Hongxin, additional, Heins, Zachary, additional, Ochoa, Angelica, additional, Sander, Chris, additional, Ladanyi, Marc, additional, Shen, Ronglai, additional, Arora, Arshi, additional, Sanchez-Vega, Francisco, additional, Schultz, Nikolaus, additional, Kasaian, Katayoon, additional, Radenbaugh, Amie, additional, Bissig, Karl-Dimiter, additional, Moore, David D., additional, Totoki, Yasushi, additional, Nakamura, Hiromi, additional, Shibata, Tatsuhiro, additional, Yau, Christina, additional, Graim, Kiley, additional, Stuart, Josh, additional, Haussler, David, additional, Slagle, Betty L., additional, Ojesina, Akinyemi I., additional, Katsonis, Panagiotis, additional, Koire, Amanda, additional, Lichtarge, Olivier, additional, Hsu, Teng-Kuei, additional, Ferguson, Martin L., additional, Demchok, John A., additional, Felau, Ina, additional, Sheth, Margi, additional, Tarnuzzer, Roy, additional, Wang, Zhining, additional, Yang, Liming, additional, Zenklusen, Jean C., additional, Zhang, Jiashan, additional, Hutter, Carolyn M., additional, Sofia, Heidi J., additional, Verhaak, Roel G.W., additional, Zheng, Siyuan, additional, Lang, Frederick, additional, Chudamani, Sudha, additional, Liu, Jia, additional, Lolla, Laxmi, additional, Wu, Ye, additional, Naresh, Rashi, additional, Pihl, Todd, additional, Sun, Charlie, additional, Wan, Yunhu, additional, Benz, Christopher, additional, Perou, Amy H., additional, Thorne, Leigh B., additional, Boice, Lori, additional, Huang, Mei, additional, Rathmell, W. Kimryn, additional, Noushmehr, Houtan, additional, Saggioro, Fabiano Pinto, additional, Tirapelli, Daniela Pretti da Cunha, additional, Junior, Carlos Gilberto Carlotti, additional, Mente, Enio David, additional, Silva, Orlando de Castro, additional, Trevisan, Felipe Amstalden, additional, Kang, Koo Jeong, additional, Ahn, Keun Soo, additional, Giama, Nasra H., additional, Moser, Catherine D., additional, Giordano, Thomas J., additional, Vinco, Michelle, additional, Welling, Theodore H., additional, Crain, Daniel, additional, Curley, Erin, additional, Gardner, Johanna, additional, Mallery, David, additional, Morris, Scott, additional, Paulauskis, Joseph, additional, Penny, Robert, additional, Shelton, Candace, additional, Shelton, Troy, additional, Kelley, Robin, additional, Park, Joong-Won, additional, Chandan, Vishal S., additional, Roberts, Lewis R., additional, Bathe, Oliver F., additional, Hagedorn, Curt H., additional, Auman, J. Todd, additional, O'Brien, Daniel R., additional, Kocher, Jean-Pierre A., additional, Jones, Corbin D., additional, Mieczkowski, Piotr A., additional, Perou, Charles M., additional, Skelly, Tara, additional, Tan, Donghui, additional, Veluvolu, Umadevi, additional, Balu, Saianand, additional, Bodenheimer, Tom, additional, Hoyle, Alan P., additional, Jefferys, Stuart R., additional, Meng, Shaowu, additional, Mose, Lisle E., additional, Shi, Yan, additional, Simons, Janae V., additional, Soloway, Matthew G., additional, Roach, Jeffrey, additional, Hoadley, Katherine A., additional, Baylin, Stephen B., additional, Shen, Hui, additional, Hinoue, Toshinori, additional, Bootwalla, Moiz S., additional, Van Den Berg, David J., additional, Weisenberger, Daniel J., additional, Lai, Phillip H., additional, Holbrook, Andrea, additional, Berrios, Mario, additional, and Laird, Peter W., additional
Published: 2017
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38. High Prevalence of Viral Hepatitis B and C Infection among Minnesota's Somali Community

Author: Mohamed, Essa A., primary, Shaleh, Hassan M., additional, Giama, Nasra H., additional, Oseini, Abdul, additional, Ali, Hamdi A., additional, Mohammed, Hager Ahmed, additional, Cvinar, Jessica L., additional, Waaeys, Ibrahim A., additional, Ali, Hawa, additional, Allotey, Loretta K., additional, Ali, Abdiwahab O., additional, Ahmmad, Eimad M., additional, Ahn, Keun Soo, additional, Yang, Ju Dong, additional, Shire, Abdirashid, additional, and Roberts, Lewis R., additional
Published: 2017
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39. Male Sex is a Risk Factor for Poorer Long-Term Overall Survival for White Patients with Hepatocellular Carcinoma (HCC) but not for Black Patients with HCC

Author: Estevez, Jacqueline, primary, Leong, Jennifer, additional, Yang, Ju Dong, additional, Nguyen, Pauline, additional, Giama, Nasra H., additional, Roberts, Lewis R., additional, Schwartz, Myron, additional, and Nguyen, Mindie H., additional
Published: 2017
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40. Black Patients with Hepatocellular Carcinoma (HCC) Diagnosed After 2010 have Worse Long-Term Survival Than White Patients

Author: Estevez, Jacqueline, primary, Yang, Ju Dong, additional, Leong, Jennifer, additional, Nguyen, Pauline, additional, Giama, Nasra H., additional, Schwartz, Myron, additional, Roberts, Lewis R., additional, and Nguyen, Mindie H., additional
Published: 2017
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41. Significantly Lower Rates of Cirrhosis and Lower Long-Term Survival in Cryptogenic Hepatocellular Carcinoma (HCC) Compared to Viral Etiologies: Results of a Multi-Center International Cohort

Author: Jun, Tomi, primary, Yang, Ju Dong, additional, Yeh, Ming-Lun, additional, Chen, Vincent L., additional, Nguyen, Pauline, additional, Chung, Minh, additional, Giama, Nasra H., additional, Huang, Chung-Feng, additional, Dai, Chia-Yeh, additional, Huang, Jee-Fu, additional, Chuang, Wan-Long, additional, Yu, Ming-Lun, additional, Roberts, Lewis R., additional, and Nguyen, Mindie H., additional
Published: 2017
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42. Abstract C76: Community-wide outreach and screening to reduce hepatitis B, hepatitis C and liver cancer disparities among African immigrants in Minnesota

Author: Mohamed, Essa A., primary, Giama, Nasra H., additional, Shaleh, Hassan M., additional, Oseini, Abdul M., additional, Mohammed, Hager Ahmed, additional, Cvinar, Jessica, additional, Waaeys, Ibrahim A., additional, Ali, Hamdi A., additional, Allotey, Loretta K., additional, and Roberts, Lewis R., additional
Published: 2017
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43. Factors Influencing Surveillance for Hepatocellular Carcinoma in Patients with Liver Cirrhosis

Author: Ahmed Mohammed, Hager A., primary, Yang, Ju Dong, additional, Giama, Nasra H., additional, Choi, Jonggi, additional, Ali, Hawa M., additional, Mara, Kristin C., additional, Harmsen, William S., additional, Wiesner, Russell H., additional, Leise, Michael D., additional, Therneau, Terry M., additional, and Roberts, Lewis R., additional
Published: 2016
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44. GALAD Score for Hepatocellular Carcinoma Detection in Comparison with Liver Ultrasound and Proposal of GALADUS Score.

Author: Ju Dong Yang, Addissie, Benyam D., Mara, Kristin C., Harmsen, William S., Jianliang Dai, Ning Zhang, Wongjarupong, Nicha, Ali, Hawa M., Ali, Hamdi A., Hassan, Fatima A., Lavu, Sravanthi, Cvinar, Jessica L., Giama, Nasra H., Moser, Catherine D., Miyabe, Katsuyuki, Allotey, Loretta K., Algeciras-Schimnich, Alicia, Theobald, J. Paul, Ward, Melissa M., and Nguyen, Mindie H.
Abstract: Background: The GALAD score is a serum biomarker-based model that predicts the probability of having hepatocellular carcinoma (HCC) in patients with chronic liver disease. We aimed to assess the performance of the GALAD score in comparison with liver ultrasound for detection of HCC. Methods: A single-center cohort of 111 HCC patients and 180 controls with cirrhosis or chronic hepatitis B and a multicenter cohort of 233 early HCC and 412 cirrhosis patients from the Early Detection Research Network (EDRN) phase II HCC Study were analyzed. Results: The area under the ROC curve (AUC) of the GALAD score for HCC detection was 0.95 [95% confidence interval (CI), 0.93-97], which was higher than the AUC of ultrasound (0.82, P <0.01). At a cutoff of -0.76, the GALAD score had a sensitivity of 91% and a specificity of 85% for HCC detection. The AUC of the GALAD score for early-stage HCC detection remained high at 0.92 (95% CI, 0.88-0.96; cutoff -1.18, sensitivity 92%, specificity 79%). The AUC of the GALAD score for HCC detection was 0.88 (95% CI, 0.85-0.91) in the EDRN cohort. The combination of GALAD and ultrasound (GALADUS score) further improved the performance of the GALAD score in the single-center cohort, achieving an AUC of 0.98 (95% CI, 0.96-0.99; cutoff -0.18, sensitivity 95%, specificity 91%). Conclusions: The performance of the GALAD score was superior to ultrasound for HCC detection. The GALADUS score further enhanced the performance of the GALAD score. Impact: The GALAD score was validated in the United States. [ABSTRACT FROM AUTHOR]
Published: 2019
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45. A model predicting short-term mortality in patients with advanced liver cirrhosis and concomitant infection.

Author: Ying Li, Roongruedee Chaiteerakij, Jung Hyun Kwon, Jeong Won Jang, Hae Lim Lee, Stephen Cha, Xi Wei Ding, Charat Thongprayoon, Fu Shuang Ha, Cai Yun Nie, Qian Zhang, Zhen Yang, Giama, Nasra H., Roberts, Lewis R., and Tao Han
Published: 2018
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46. Silent Tyrosinemia Type I Without Elevated Tyrosine or Succinylacetone Associated with Liver Cirrhosis and Hepatocellular Carcinoma

Author: Blackburn, Patrick R., primary, Hickey, Raymond D., additional, Nace, Rebecca A., additional, Giama, Nasra H., additional, Kraft, Daniel L., additional, Bordner, Andrew J., additional, Chaiteerakij, Roongruedee, additional, McCormick, Jennifer B., additional, Radulovic, Maja, additional, Graham, Rondell P., additional, Torbenson, Michael S., additional, Tortorelli, Silvia, additional, Scott, C. Ronald, additional, Lindor, Noralane M., additional, Milliner, Dawn S., additional, Oglesbee, Devin, additional, Al‐Qabandi, Wafa'a, additional, Grompe, Markus, additional, Gavrilov, Dimitar K., additional, El‐Youssef, Mounif, additional, Clark, Karl J., additional, Atwal, Paldeep S., additional, Roberts, Lewis R., additional, Klee, Eric W., additional, and Ekker, Stephen C., additional
Published: 2016
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47. Sa1128 Hepatocellular Carcinoma Characteristics and Outcomes among Somali Immigrants vs. Non-Hispanic Whites

Author: Ali, Hawa, primary, Giama, Nasra H., additional, Mohammed, Hager F. Ahmed, additional, Mohamed, Essa A., additional, Yang, Ju Dong, additional, Oseini, Abdul, additional, Shire, Abdirashid, additional, and Roberts, Lewis, additional
Published: 2016
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48. Sa1362 Identification of Novel Fusions in Gallbladder Cancer by Next Generation Sequencing RNA Analysis - Potential for Targeted Therapy

Author: Allotey, Loretta K., primary, Nair, Asha, additional, Chaiteerakij, Roongruedee, additional, Oliver, Gavin, additional, O'Brien, Daniel, additional, Sarangi, Vivekananda, additional, Moser, Catherine D., additional, Giama, Nasra H., additional, Dhanasekaran, Renumathy, additional, Bonilla, Lorena Marcano, additional, Klee, Eric, additional, Borad, Mitesh, additional, and Roberts, Lewis, additional
Published: 2016
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49. 13 Differential Characteristics of Black and White Patients With Hepatocellular Carcinoma (HCC)

Author: Estevez, Jacqueline, primary, Yang, Ju Dong, additional, Le, An K., additional, Choi, Jonggi, additional, Ali, Hamdi, additional, Giama, Nasra H., additional, Roberts, Lewis, additional, and Nguyen, Mindie H., additional
Published: 2016
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50. Abstract A46: A cross-sectional assessment of knowledge, attitudes, and behaviors about viral hepatitis and hepatocellular carcinoma among Kenyan and Liberian immigrants living in Minnesota

Author: Shaleh, Hassan M., primary, Giama, Nasra H., additional, Mohamed, Essa A., additional, Mohammed, Hager F. Ahmed, additional, Kerandi, Linda M., additional, Oseini, Abdul M., additional, Ali, Abdiwahab O., additional, Waaeys, Ibrahim A., additional, Choi, Jonggi, additional, Kerandi, Henry M., additional, Mohamed, Safra A., additional, Ali, Hamdi A., additional, Ali, Hawa M., additional, Balls-Berry, Joyce E., additional, and Roberts, Lewis R., additional
Published: 2016
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