Integrative analysis of KRAS wildtype metastatic pancreatic ductal adenocarcinoma reveals mutation and expression-based similarities to cholangiocarcinoma

被引:24
作者
Topham, James T. [1 ]
Tsang, Erica S. [2 ]
Karasinska, Joanna M. [1 ]
Metcalfe, Andrew [1 ]
Ali, Hassan [1 ]
Kalloger, Steve E. [1 ,3 ]
Csizmok, Veronika [4 ]
Williamson, Laura M. [4 ]
Titmuss, Emma [4 ]
Nielsen, Karina [4 ]
Negri, Gian Luca [4 ]
Spencer Miko, Sandra E. [4 ]
Jang, Gun Ho [5 ]
Denroche, Robert E. [5 ]
Wong, Hui-li [2 ]
O'Kane, Grainne M. [5 ]
Moore, Richard A. [4 ]
Mungall, Andrew J. [4 ]
Loree, Jonathan M. [2 ]
Notta, Faiyaz [5 ]
Wilson, Julie M. [5 ]
Bathe, Oliver F. [6 ,7 ]
Tang, Patricia A. [6 ,7 ]
Goodwin, Rachel [8 ]
Morin, Gregg B. [4 ,9 ]
Knox, Jennifer J. [10 ]
Gallinger, Steven [5 ,10 ]
Laskin, Janessa [2 ,4 ]
Marra, Marco A. [4 ]
Jones, Steven J. M. [4 ,9 ]
Schaeffer, David F. [1 ,3 ,11 ]
Renouf, Daniel J. [1 ,2 ,12 ]
机构
[1] Pancreas Ctr BC, Vancouver, BC, Canada
[2] BC Canc, Div Med Oncol, Vancouver, BC, Canada
[3] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC, Canada
[4] BC Canc, Canadas Michael Smith Genome Sci Ctr, Vancouver, BC, Canada
[5] Ontario Inst Canc Res, Toronto, ON, Canada
[6] Univ Calgary, Cummings Sch Med, Dept Surg, Calgary, AB, Canada
[7] Univ Calgary, Cummings Sch Med, Dept Oncol, Calgary, AB, Canada
[8] Ottawa Hosp Res Inst, Ottawa Hosp Canc Ctr, Ottawa, ON, Canada
[9] Univ British Columbia, Dept Med Genet, Vancouver, BC, Canada
[10] Univ Toronto, Univ Hlth Network, Toronto, ON, Canada
[11] Vancouver Gen Hosp, Div Anat Pathol, Vancouver, BC, Canada
[12] Univ British Columbia, Dept Med, Vancouver, BC, Canada
关键词
GENE FUSIONS; ACCURATE; SUBTYPES; GROWTH; TUMORS; ULTRAFAST; ALIGNMENT; PROGRAM; GENOME; LIVER;
D O I
10.1038/s41467-022-33718-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
KRAS wildtype metastatic pancreatic ductal adenocarcinoma (mPDAC) could represent a distinct molecular entity from other PDACs. Here, the authors analyse KRAS wildtype mPDAC tumours using genomics and transcriptomics and find molecular similarities with cholangiocarcinomas. Oncogenic KRAS mutations are absent in approximately 10% of patients with metastatic pancreatic ductal adenocarcinoma (mPDAC) and may represent a subgroup of mPDAC with therapeutic options beyond standard-of-care cytotoxic chemotherapy. While distinct gene fusions have been implicated in KRAS wildtype mPDAC, information regarding other types of mutations remain limited, and gene expression patterns associated with KRAS wildtype mPDAC have not been reported. Here, we leverage sequencing data from the PanGen trial to perform comprehensive characterization of the molecular landscape of KRAS wildtype mPDAC and reveal increased frequency of chr1q amplification encompassing transcription factors PROX1 and NR5A2. By leveraging data from colorectal adenocarcinoma and cholangiocarcinoma samples, we highlight similarities between cholangiocarcinoma and KRAS wildtype mPDAC involving both mutation and expression-based signatures and validate these findings using an independent dataset. These data further establish KRAS wildtype mPDAC as a unique molecular entity, with therapeutic opportunities extending beyond gene fusion events.
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页数:13
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共 53 条
  • [1] Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma
    Aguirre, Andrew J.
    Hruban, Ralph H.
    Raphael, Benjamin J.
    [J]. CANCER CELL, 2017, 32 (02) : 185 - +
  • [2] A human liver cell atlas reveals heterogeneity and epithelial progenitors
    Aizarani, Nadim
    Saviano, Antonio
    Sagar
    Mailly, Laurent
    Durand, Sarah
    Herman, Josip S.
    Pessaux, Patrick
    Baumert, Thomas F.
    Gruen, Dominic
    [J]. NATURE, 2019, 572 (7768) : 199 - 204
  • [3] Fibroblast Growth Factor Receptor 2 Tyrosine Kinase Fusions Define a Unique Molecular Subtype of Cholangiocarcinoma
    Arai, Yasuhito
    Totoki, Yasushi
    Hosoda, Fumie
    Shirota, Tomoki
    Hama, Natsuko
    Nakamura, Hiromi
    Ojima, Hidenori
    Furuta, Koh
    Shimada, Kazuaki
    Okusaka, Takuji
    Kosuge, Tomoo
    Shibata, Tatsuhiro
    [J]. HEPATOLOGY, 2014, 59 (04) : 1427 - 1434
  • [4] xCell: digitally portraying the tissue cellular heterogeneity landscape
    Aran, Dvir
    Hu, Zicheng
    Butte, Atul J.
    [J]. GENOME BIOLOGY, 2017, 18
  • [5] Proteomic analysis of archival breast cancer clinical specimens identifies biological subtypes with distinct survival outcomes
    Asleh, Karama
    Negri, Gian Luca
    Miko, Sandra E. Spencer
    Colborne, Shane
    Hughes, Christopher S.
    Wang, Xiu Q.
    Gao, Dongxia
    Gilks, C. Blake
    Chia, Stephen K. L.
    Nielsen, Torsten O.
    Morin, Gregg B.
    [J]. NATURE COMMUNICATIONS, 2022, 13 (01)
  • [6] Genomics-Driven Precision Medicine for Advanced Pancreatic Cancer: Early Results from the COMPASS Trial
    Aung, Kyaw L.
    Fischer, Sandra E.
    Denroche, Robert E.
    Jang, Gun-Ho
    Dodd, Anna
    Creighton, Sean
    Southwood, Bernadette
    Liang, Sheng-Ben
    Chadwick, Dianne
    Zhang, Amy
    O'Kane, Grainne M.
    Albaba, Hamzeh
    Moura, Shari
    Grant, Robert C.
    Miller, Jessica K.
    Mbabaali, Faridah
    Pasternack, Danielle
    Lungu, Ilinca M.
    Bartlett, John M. S.
    Ghai, Sangeet
    Lemire, Mathieu
    Holter, Spring
    Connor, Ashton A.
    Moffitt, Richard A.
    Yeh, Jen Jen
    Timms, Lee
    Krzyzanowski, Paul M.
    Dhani, Neesha
    Hedley, David
    Notta, Faiyaz
    Wilson, Julie M.
    Moore, Malcolm J.
    Gallinger, Steven
    Knox, Jennifer J.
    [J]. CLINICAL CANCER RESEARCH, 2018, 24 (06) : 1344 - 1354
  • [7] Genomic analyses identify molecular subtypes of pancreatic cancer
    Bailey, Peter
    Chang, David K.
    Nones, Katia
    Johns, Amber L.
    Patch, Ann-Marie
    Gingras, Marie-Claude
    Miller, David K.
    Christ, Angelika N.
    Bruxner, Tim J. C.
    Quinn, Michael C.
    Nourse, Craig
    Murtaugh, L. Charles
    Harliwong, Ivon
    Idrisoglu, Senel
    Manning, Suzanne
    Nourbakhsh, Ehsan
    Wani, Shivangi
    Fink, Lynn
    Holmes, Oliver
    Chin, Vencssa
    Anderson, Matthew J.
    Kazakoff, Stephen
    Leonard, Conrad
    Newell, Felicity
    Waddell, Nick
    Wood, Scott
    Xu, Qinying
    Wilson, Peter J.
    Cloonan, Nicole
    Kassahn, Karin S.
    Taylor, Darrin
    Quek, Kelly
    Robertson, Alan
    Pantano, Lorena
    Mincarelli, Laura
    Sanchez, Luis N.
    Evers, Lisa
    Wu, Jianmin
    Pinese, Mark
    Cowley, Mark J.
    Jones, Marc D.
    Colvin, Emily K.
    Nagrial, Adnan M.
    Humphrey, Emily S.
    Chantrill, Lorraine A.
    Mawson, Amanda
    Humphris, Jeremy
    Chou, Angela
    Pajic, Marina
    Scarlett, Christopher J.
    [J]. NATURE, 2016, 531 (7592) : 47 - +
  • [8] Nuclear receptor liver receptor homologue 1 (LRH-1) regulates pancreatic cancer cell growth and proliferation
    Benod, Cindy
    Vinogradova, Maia V.
    Jouravel, Natalia
    Kim, Grace E.
    Fletterick, Robert J.
    Sablin, Elena P.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (41) : 16927 - 16931
  • [9] Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes
    Biankin, Andrew V.
    Waddell, Nicola
    Kassahn, Karin S.
    Gingras, Marie-Claude
    Muthuswamy, Lakshmi B.
    Johns, Amber L.
    Miller, David K.
    Wilson, Peter J.
    Patch, Ann-Marie
    Wu, Jianmin
    Chang, David K.
    Cowley, Mark J.
    Gardiner, Brooke B.
    Song, Sarah
    Harliwong, Ivon
    Idrisoglu, Senel
    Nourse, Craig
    Nourbakhsh, Ehsan
    Manning, Suzanne
    Wani, Shivangi
    Gongora, Milena
    Pajic, Marina
    Scarlett, Christopher J.
    Gill, Anthony J.
    Pinho, Andreia V.
    Rooman, Ilse
    Anderson, Matthew
    Holmes, Oliver
    Leonard, Conrad
    Taylor, Darrin
    Wood, Scott
    Xu, Qinying
    Nones, Katia
    Fink, J. Lynn
    Christ, Angelika
    Bruxner, Tim
    Cloonan, Nicole
    Kolle, Gabriel
    Newell, Felicity
    Pinese, Mark
    Mead, R. Scott
    Humphris, Jeremy L.
    Kaplan, Warren
    Jones, Marc D.
    Colvin, Emily K.
    Nagrial, Adnan M.
    Humphrey, Emily S.
    Chou, Angela
    Chin, Venessa T.
    Chantrill, Lorraine A.
    [J]. NATURE, 2012, 491 (7424) : 399 - 405
  • [10] Transcription phenotypes of pancreatic cancer are driven by genomic events during tumor evolution
    Chan-Seng-Yue, Michelle
    Kim, Jaeseung C.
    Wilson, Gavin W.
    Ng, Karen
    Figueroa, Eugenia Flores
    O'Kane, Grainne M.
    Connor, Ashton A.
    Denroche, Robert E.
    Grant, Robert C.
    McLeod, Jessica
    Wilson, Julie M.
    Jang, Gun Ho
    Zhang, Amy
    Liang, Sheng-Ben
    Borgida, Ayelet
    Chadwick, Dianne
    Kalimuthu, Sangeetha
    Lungu, Ilinca
    Bartlett, John M. S.
    Krzyzanowski, Paul M.
    Sandhu, Vandana
    Tiriac, Herve
    Froeling, Fieke E. M.
    Karasinska, Joanna M.
    Topham, James T.
    Renouf, Daniel J.
    Schaeffer, David F.
    Jones, Steven J. M.
    Marra, Marco A.
    Laskin, Janessa
    Chetty, Runjan
    Stein, Lincoln D.
    Zogopoulos, George
    Haibe-Kains, Benjamin
    Campbell, Peter J.
    Tuveson, David A.
    Knox, Jennifer J.
    Fischer, Sandra E.
    Gallinger, Steven
    Notta, Faiyaz
    [J]. NATURE GENETICS, 2020, 52 (02) : 231 - +