IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-33718-7.html
   My bibliography  Save this article

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

Author

Listed:
  • James T. Topham

    (Pancreas Centre BC)

  • Erica S. Tsang

    (BC Cancer)

  • Joanna M. Karasinska

    (Pancreas Centre BC)

  • Andrew Metcalfe

    (Pancreas Centre BC)

  • Hassan Ali

    (Pancreas Centre BC)

  • Steve E. Kalloger

    (Pancreas Centre BC
    UBC)

  • Veronika Csizmok

    (BC Cancer)

  • Laura M. Williamson

    (BC Cancer)

  • Emma Titmuss

    (BC Cancer)

  • Karina Nielsen

    (BC Cancer)

  • Gian Luca Negri

    (BC Cancer)

  • Sandra E. Spencer Miko

    (BC Cancer)

  • Gun Ho Jang

    (Ontario Institute for Cancer Research)

  • Robert E. Denroche

    (Ontario Institute for Cancer Research)

  • Hui-li Wong

    (BC Cancer)

  • Grainne M. O’Kane

    (Ontario Institute for Cancer Research)

  • Richard A. Moore

    (BC Cancer)

  • Andrew J. Mungall

    (BC Cancer)

  • Jonathan M. Loree

    (BC Cancer)

  • Faiyaz Notta

    (Ontario Institute for Cancer Research)

  • Julie M. Wilson

    (Ontario Institute for Cancer Research)

  • Oliver F. Bathe

    (University of Calgary)

  • Patricia A. Tang

    (University of Calgary)

  • Rachel Goodwin

    (Ottawa Hospital Research Institute)

  • Gregg B. Morin

    (BC Cancer
    University of British Columbia)

  • Jennifer J. Knox

    (University of Toronto)

  • Steven Gallinger

    (Ontario Institute for Cancer Research
    University of Toronto)

  • Janessa Laskin

    (BC Cancer
    BC Cancer)

  • Marco A. Marra

    (BC Cancer)

  • Steven J. M. Jones

    (BC Cancer
    University of British Columbia)

  • David F. Schaeffer

    (Pancreas Centre BC
    UBC
    Vancouver General Hospital)

  • Daniel J. Renouf

    (Pancreas Centre BC
    BC Cancer
    University of British Columbia)

Abstract

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.

Suggested Citation

  • James T. Topham & Erica S. Tsang & Joanna M. Karasinska & Andrew Metcalfe & Hassan Ali & Steve E. Kalloger & Veronika Csizmok & Laura M. Williamson & Emma Titmuss & Karina Nielsen & Gian Luca Negri & , 2022. "Integrative analysis of KRAS wildtype metastatic pancreatic ductal adenocarcinoma reveals mutation and expression-based similarities to cholangiocarcinoma," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33718-7
    DOI: 10.1038/s41467-022-33718-7
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-33718-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-33718-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Monkol Lek & Konrad J. Karczewski & Eric V. Minikel & Kaitlin E. Samocha & Eric Banks & Timothy Fennell & Anne H. O’Donnell-Luria & James S. Ware & Andrew J. Hill & Beryl B. Cummings & Taru Tukiainen , 2016. "Analysis of protein-coding genetic variation in 60,706 humans," Nature, Nature, vol. 536(7616), pages 285-291, August.
    2. Sabra I. Djomehri & Maria E. Gonzalez & Felipe da Veiga Leprevost & Shilpa R. Tekula & Hui-Yin Chang & Marissa J. White & Ashley Cimino-Mathews & Boris Burman & Venkatesha Basrur & Pedram Argani & Ale, 2020. "Quantitative proteomic landscape of metaplastic breast carcinoma pathological subtypes and their relationship to triple-negative tumors," Nature Communications, Nature, vol. 11(1), pages 1-15, December.
    3. Nadim Aizarani & Antonio Saviano & Sagar & Laurent Mailly & Sarah Durand & Josip S. Herman & Patrick Pessaux & Thomas F. Baumert & Dominic Grün, 2019. "A human liver cell atlas reveals heterogeneity and epithelial progenitors," Nature, Nature, vol. 572(7768), pages 199-204, August.
    4. Karama Asleh & Gian Luca Negri & Sandra E. Spencer Miko & Shane Colborne & Christopher S. Hughes & Xiu Q. Wang & Dongxia Gao & C. Blake Gilks & Stephen K. L. Chia & Torsten O. Nielsen & Gregg B. Morin, 2022. "Proteomic analysis of archival breast cancer clinical specimens identifies biological subtypes with distinct survival outcomes," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    5. Andrew V. Biankin & Nicola Waddell & Karin S. Kassahn & Marie-Claude Gingras & Lakshmi B. Muthuswamy & Amber L. Johns & David K. Miller & Peter J. Wilson & Ann-Marie Patch & Jianmin Wu & David K. Chan, 2012. "Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes," Nature, Nature, vol. 491(7424), pages 399-405, November.
    6. Peter Bailey & David K. Chang & Katia Nones & Amber L. Johns & Ann-Marie Patch & Marie-Claude Gingras & David K. Miller & Angelika N. Christ & Tim J. C. Bruxner & Michael C. Quinn & Craig Nourse & L. , 2016. "Genomic analyses identify molecular subtypes of pancreatic cancer," Nature, Nature, vol. 531(7592), pages 47-52, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sebastien Martinez & Shifei Wu & Michael Geuenich & Ahmad Malik & Ramona Weber & Tristan Woo & Amy Zhang & Gun Ho Jang & Dzana Dervovic & Khalid N. Al-Zahrani & Ricky Tsai & Nassima Fodil & Philippe G, 2024. "In vivo CRISPR screens reveal SCAF1 and USP15 as drivers of pancreatic cancer," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    2. A. Contreras-Sanz & G. L. Negri & M. J. Reike & H. Z. Oo & J. M. Scurll & S. E. Spencer & K. Nielsen & K. Ikeda & G. Wang & C. L. Jackson & S. Gupta & M. E. Roberts & D. M. Berman & R. Seiler & G. B. , 2025. "Proteomic profiling identifies muscle-invasive bladder cancers with distinct biology and responses to platinum-based chemotherapy," Nature Communications, Nature, vol. 16(1), pages 1-18, December.
    3. Xiaoyi Yin & Hui Shen & Huan Wang & Qingchen Wang & Shan Zhang & Chunming Zhang & Qi Jia & Shiwei Guo & Xiongfei Xu & Wenhui Zhang & Bo Li & Xiaohan Shi & Suizhi Gao & Meilong Shi & Xuenan Zhao & Shen, 2025. "Pathogenic germline variants in Chinese pancreatic adenocarcinoma patients," Nature Communications, Nature, vol. 16(1), pages 1-20, December.
    4. Hongjuan Yao & Wenping Song & Rui Cao & Cheng Ye & Li Zhang & Hebing Chen & Junting Wang & Yuchen Shi & Rui Li & Yi Li & Xiujun Liu & Xiaofei Zhou & Rongguang Shao & Liang Li, 2022. "An EGFR/HER2-targeted conjugate sensitizes gemcitabine-sensitive and resistant pancreatic cancer through different SMAD4-mediated mechanisms," Nature Communications, Nature, vol. 13(1), pages 1-24, December.
    5. Heng Du & Lei Zhou & Zhen Liu & Yue Zhuo & Meilin Zhang & Qianqian Huang & Shiyu Lu & Kai Xing & Li Jiang & Jian-Feng Liu, 2024. "The 1000 Chinese Indigenous Pig Genomes Project provides insights into the genomic architecture of pigs," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    6. Gökberk Alagöz & Else Eising & Yasmina Mekki & Giacomo Bignardi & Pierre Fontanillas & Michel G. Nivard & Michelle Luciano & Nancy J. Cox & Simon E. Fisher & Reyna L. Gordon, 2025. "The shared genetic architecture and evolution of human language and musical rhythm," Nature Human Behaviour, Nature, vol. 9(2), pages 376-390, February.
    7. Jujiao Kang & Yue-Ting Deng & Bang-Sheng Wu & Wei-Shi Liu & Ze-Yu Li & Shitong Xiang & Liu Yang & Jia You & Xiaohong Gong & Tianye Jia & Jin-Tai Yu & Wei Cheng & Jianfeng Feng, 2024. "Whole exome sequencing analysis identifies genes for alcohol consumption," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    8. Bárbara Andrade Barbosa & Saskia D. Asten & Ji Won Oh & Arantza Farina-Sarasqueta & Joanne Verheij & Frederike Dijk & Hanneke W. M. Laarhoven & Bauke Ylstra & Juan J. Garcia Vallejo & Mark A. Wiel & Y, 2021. "Bayesian log-normal deconvolution for enhanced in silico microdissection of bulk gene expression data," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    9. Kian Hong Kock & Patrick K. Kimes & Stephen S. Gisselbrecht & Sachi Inukai & Sabrina K. Phanor & James T. Anderson & Gayatri Ramakrishnan & Colin H. Lipper & Dongyuan Song & Jesse V. Kurland & Julia M, 2024. "DNA binding analysis of rare variants in homeodomains reveals homeodomain specificity-determining residues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    10. Franziska Hildebrandt & Alma Andersson & Sami Saarenpää & Ludvig Larsson & Noémi Van Hul & Sachie Kanatani & Jan Masek & Ewa Ellis & Antonio Barragan & Annelie Mollbrink & Emma R. Andersson & Joakim L, 2021. "Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    11. Suganth Suppiah & Sheila Mansouri & Yasin Mamatjan & Jeffrey C. Liu & Minu M. Bhunia & Vikas Patil & Prisni Rath & Bharati Mehani & Pardeep Heir & Severa Bunda & German L. Velez-Reyes & Olivia Singh &, 2023. "Multiplatform molecular profiling uncovers two subgroups of malignant peripheral nerve sheath tumors with distinct therapeutic vulnerabilities," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    12. Agnieska Brazovskaja & Tomás Gomes & Rene Holtackers & Philipp Wahle & Christiane Körner & Zhisong He & Theresa Schaffer & Julian Connor Eckel & René Hänsel & Malgorzata Santel & Makiko Seimiya & Timm, 2024. "Cell atlas of the regenerating human liver after portal vein embolization," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    13. Eun Seop Seo & Ji Won Lee & Jinyeong Lim & Sunghwan Shin & Hee Won Cho & Hee Young Ju & Keon Hee Yoo & Ki Woong Sung & Woong-Yang Park, 2024. "Germline functional variants contribute to somatic mutation and outcomes in neuroblastoma," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    14. Ruoyu Tian & Tian Ge & Hyeokmoon Kweon & Daniel B. Rocha & Max Lam & Jimmy Z. Liu & Kritika Singh & Daniel F. Levey & Joel Gelernter & Murray B. Stein & Ellen A. Tsai & Hailiang Huang & Christopher F., 2024. "Whole-exome sequencing in UK Biobank reveals rare genetic architecture for depression," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    15. Pei-Kuan Cong & Wei-Yang Bai & Jin-Chen Li & Meng-Yuan Yang & Saber Khederzadeh & Si-Rui Gai & Nan Li & Yu-Heng Liu & Shi-Hui Yu & Wei-Wei Zhao & Jun-Quan Liu & Yi Sun & Xiao-Wei Zhu & Pian-Pian Zhao , 2022. "Genomic analyses of 10,376 individuals in the Westlake BioBank for Chinese (WBBC) pilot project," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    16. Iker Núñez-Carpintero & Maria Rigau & Mattia Bosio & Emily O’Connor & Sally Spendiff & Yoshiteru Azuma & Ana Topf & Rachel Thompson & Peter A. C. ’t Hoen & Teodora Chamova & Ivailo Tournev & Velina Gu, 2024. "Rare disease research workflow using multilayer networks elucidates the molecular determinants of severity in Congenital Myasthenic Syndromes," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    17. Rotem Katzir & Noam Rudberg & Keren Yizhak, 2022. "Estimating tumor mutational burden from RNA-sequencing without a matched-normal sample," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    18. Birgit Burkhardt & Ulf Michgehl & Jonas Rohde & Tabea Erdmann & Philipp Berning & Katrin Reutter & Marius Rohde & Arndt Borkhardt & Thomas Burmeister & Sandeep Dave & Alexandar Tzankov & Martin Dugas , 2022. "Clinical relevance of molecular characteristics in Burkitt lymphoma differs according to age," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    19. Inmaculada Ruz-Maldonado & John T. Gonzalez & Hanming Zhang & Jonathan Sun & Alicia Bort & Inamul Kabir & Richard G. Kibbey & Yajaira Suárez & Daniel M. Greif & Carlos Fernández-Hernando, 2024. "Heterogeneity of hepatocyte dynamics restores liver architecture after chemical, physical or viral damage," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    20. Peter Bailey & Rachel A. Ridgway & Patrizia Cammareri & Mairi Treanor-Taylor & Ulla-Maja Bailey & Christina Schoenherr & Max Bone & Daniel Schreyer & Karin Purdie & Jason Thomson & William Rickaby & R, 2023. "Driver gene combinations dictate cutaneous squamous cell carcinoma disease continuum progression," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33718-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.