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Functional genomic landscape of acute myeloid leukaemia

Author

Listed:
  • Jeffrey W. Tyner

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Cristina E. Tognon

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Howard Hughes Medical Institute)

  • Daniel Bottomly

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Beth Wilmot

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Oregon Health & Science University)

  • Stephen E. Kurtz

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Samantha L. Savage

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Nicola Long

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Anna Reister Schultz

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Elie Traer

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Melissa Abel

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Anupriya Agarwal

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Aurora Blucher

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Uma Borate

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jade Bryant

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Russell Burke

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Amy Carlos

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Richie Carpenter

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Joseph Carroll

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Bill H. Chang

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Cody Coblentz

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Amanda d’Almeida

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Rachel Cook

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Alexey Danilov

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Kim-Hien T. Dao

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Michie Degnin

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Deirdre Devine

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • James Dibb

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • David K. Edwards

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Christopher A. Eide

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Howard Hughes Medical Institute)

  • Isabel English

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jason Glover

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Rachel Henson

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Hibery Ho

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Abdusebur Jemal

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Kara Johnson

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Ryan Johnson

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Brian Junio

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Andy Kaempf

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jessica Leonard

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Chenwei Lin

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Selina Qiuying Liu

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Pierrette Lo

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Marc M. Loriaux

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Samuel Luty

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Tara Macey

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jason MacManiman

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Jacqueline Martinez

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Motomi Mori

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Oregon Health & Science University-Portland State University School of Public Health)

  • Dylan Nelson

    (Oregon State University)

  • Ceilidh Nichols

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jill Peters

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Justin Ramsdill

    (Oregon Health & Science University
    Oregon Health & Science University)

  • Angela Rofelty

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Robert Schuff

    (Oregon Health & Science University
    Oregon Health & Science University)

  • Robert Searles

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Erik Segerdell

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Rebecca L. Smith

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Stephen E. Spurgeon

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Tyler Sweeney

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Aashis Thapa

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Corinne Visser

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Jake Wagner

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Kevin Watanabe-Smith

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Kristen Werth

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Joelle Wolf

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Libbey White

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University)

  • Amy Yates

    (Oregon Health & Science University
    Oregon Health & Science University)

  • Haijiao Zhang

    (Oregon Health & Science University
    Knight Cancer Institute, Oregon Health & Science University)

  • Christopher R. Cogle

    (University of Florida)

  • Robert H. Collins

    (University of Texas Southwestern Medical Center)

  • Denise C. Connolly

    (Molecular Therapeutics Program, Fox Chase Cancer Center
    Fox Chase Cancer Center Biosample Repository Facility)

  • Michael W. Deininger

    (University of Utah)

  • Leylah Drusbosky

    (University of Florida)

  • Christopher S. Hourigan

    (National Heart, Lung and Blood Institute, National Institutes of Health)

  • Craig T. Jordan

    (University of Colorado)

  • Patricia Kropf

    (Bone Marrow Transplant Program, Fox Chase Cancer Center)

  • Tara L. Lin

    (University of Kansas)

  • Micaela E. Martinez

    (Clinical Research Services, University of Miami Sylvester Comprehensive Cancer Center)

  • Bruno C. Medeiros

    (Stanford University)

  • Rachel R. Pallapati

    (Clinical Research Services, University of Miami Sylvester Comprehensive Cancer Center)

  • Daniel A. Pollyea

    (University of Colorado)

  • Ronan T. Swords

    (University of Miami Sylvester Comprehensive Cancer Center)

  • Justin M. Watts

    (University of Miami Sylvester Comprehensive Cancer Center)

  • Scott J. Weir

    (University of Kansas Medical Center
    University of Kansas Medical Center)

  • David L. Wiest

    (Blood Cell Development and Function Program, Fox Chase Cancer Center)

  • Ryan M. Winters

    (Fox Chase Cancer Center Biosample Repository Facility)

  • Shannon K. McWeeney

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Oregon Health & Science University)

  • Brian J. Druker

    (Knight Cancer Institute, Oregon Health & Science University
    Oregon Health & Science University
    Howard Hughes Medical Institute)

Abstract

The implementation of targeted therapies for acute myeloid leukaemia (AML) has been challenging because of the complex mutational patterns within and across patients as well as a dearth of pharmacologic agents for most mutational events. Here we report initial findings from the Beat AML programme on a cohort of 672 tumour specimens collected from 562 patients. We assessed these specimens using whole-exome sequencing, RNA sequencing and analyses of ex vivo drug sensitivity. Our data reveal mutational events that have not previously been detected in AML. We show that the response to drugs is associated with mutational status, including instances of drug sensitivity that are specific to combinatorial mutational events. Integration with RNA sequencing also revealed gene expression signatures, which predict a role for specific gene networks in the drug response. Collectively, we have generated a dataset—accessible through the Beat AML data viewer (Vizome)—that can be leveraged to address clinical, genomic, transcriptomic and functional analyses of the biology of AML.

Suggested Citation

  • Jeffrey W. Tyner & Cristina E. Tognon & Daniel Bottomly & Beth Wilmot & Stephen E. Kurtz & Samantha L. Savage & Nicola Long & Anna Reister Schultz & Elie Traer & Melissa Abel & Anupriya Agarwal & Auro, 2018. "Functional genomic landscape of acute myeloid leukaemia," Nature, Nature, vol. 562(7728), pages 526-531, October.
  • Handle: RePEc:nat:nature:v:562:y:2018:i:7728:d:10.1038_s41586-018-0623-z
    DOI: 10.1038/s41586-018-0623-z
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    Citations

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    Cited by:

    1. Bofei Wang & Patrick K. Reville & Mhd Yousuf Yassouf & Fatima Z. Jelloul & Christopher Ly & Poonam N. Desai & Zhe Wang & Pamella Borges & Ivo Veletic & Enes Dasdemir & Jared K. Burks & Guilin Tang & S, 2024. "Comprehensive characterization of IFNγ signaling in acute myeloid leukemia reveals prognostic and therapeutic strategies," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. W. Frank Lenoir & Micaela Morgado & Peter C. DeWeirdt & Megan McLaughlin & Audrey L. Griffith & Annabel K. Sangree & Marissa N. Feeley & Nazanin Esmaeili Anvar & Eiru Kim & Lori L. Bertolet & Medina C, 2021. "Discovery of putative tumor suppressors from CRISPR screens reveals rewired lipid metabolism in acute myeloid leukemia cells," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    3. Tariq Kewan & Arda Durmaz & Waled Bahaj & Carmelo Gurnari & Laila Terkawi & Hussein Awada & Olisaemeka D. Ogbue & Ramsha Ahmed & Simona Pagliuca & Hassan Awada & Yasuo Kubota & Minako Mori & Ben Ponvi, 2023. "Molecular patterns identify distinct subclasses of myeloid neoplasia," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    4. Elizabeth Heyes & Anna S. Wilhelmson & Anne Wenzel & Gabriele Manhart & Thomas Eder & Mikkel B. Schuster & Edwin Rzepa & Sachin Pundhir & Teresa D’Altri & Anne-Katrine Frank & Coline Gentil & Jakob Wo, 2023. "TET2 lesions enhance the aggressiveness of CEBPA-mutant acute myeloid leukemia by rebalancing GATA2 expression," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    5. J. McClatchy & R. Strogantsev & E. Wolfe & H. Y. Lin & M. Mohammadhosseini & B. A. Davis & C. Eden & D. Goldman & W. H. Fleming & P. Conley & G. Wu & L. Cimmino & H. Mohammed & A. Agarwal, 2023. "Clonal hematopoiesis related TET2 loss-of-function impedes IL1β-mediated epigenetic reprogramming in hematopoietic stem and progenitor cells," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    6. Tea Pemovska & Johannes W. Bigenzahn & Ismet Srndic & Alexander Lercher & Andreas Bergthaler & Adrián César-Razquin & Felix Kartnig & Christoph Kornauth & Peter Valent & Philipp B. Staber & Giulio Sup, 2021. "Metabolic drug survey highlights cancer cell dependencies and vulnerabilities," Nature Communications, Nature, vol. 12(1), pages 1-19, December.
    7. David Wang & Mathieu Quesnel-Vallieres & San Jewell & Moein Elzubeir & Kristen Lynch & Andrei Thomas-Tikhonenko & Yoseph Barash, 2023. "A Bayesian model for unsupervised detection of RNA splicing based subtypes in cancers," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    8. Brooks A. Benard & Logan B. Leak & Armon Azizi & Daniel Thomas & Andrew J. Gentles & Ravindra Majeti, 2021. "Clonal architecture predicts clinical outcomes and drug sensitivity in acute myeloid leukemia," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    9. Matteo Maria Naldini & Gabriele Casirati & Matteo Barcella & Paola Maria Vittoria Rancoita & Andrea Cosentino & Carolina Caserta & Francesca Pavesi & Erika Zonari & Giacomo Desantis & Diego Gilioli & , 2023. "Longitudinal single-cell profiling of chemotherapy response in acute myeloid leukemia," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    10. Yuxuan Liu & Zhimin Gu & Hui Cao & Pranita Kaphle & Junhua Lyu & Yuannyu Zhang & Wenhuo Hu & Stephen S. Chung & Kathryn E. Dickerson & Jian Xu, 2021. "Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
    11. Mohieddin Jafari & Mehdi Mirzaie & Jie Bao & Farnaz Barneh & Shuyu Zheng & Johanna Eriksson & Caroline A. Heckman & Jing Tang, 2022. "Bipartite network models to design combination therapies in acute myeloid leukaemia," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    12. Mahmoud A. Bassal & Saumya E. Samaraweera & Kelly Lim & Brooks A. Benard & Sheree Bailey & Satinder Kaur & Paul Leo & John Toubia & Chloe Thompson-Peach & Tran Nguyen & Kyaw Ze Ya Maung & Debora A. Ca, 2022. "Germline mutations in mitochondrial complex I reveal genetic and targetable vulnerability in IDH1-mutant acute myeloid leukaemia," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    13. Hanlin Wang & Guanghao Luo & Xiaobei Hu & Gaoya Xu & Tao Wang & Minmin Liu & Xiaohui Qiu & Jianan Li & Jingfeng Fu & Bo Feng & Yutong Tu & Weijuan Kan & Chang Wang & Ran Xu & Yubo Zhou & Jianmin Yang , 2023. "Targeting C/EBPα overcomes primary resistance and improves the efficacy of FLT3 inhibitors in acute myeloid leukaemia," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    14. Yasuo Kubota & Xiaorong Gu & Laila Terkawi & Juraj Bodo & Bartlomiej P. Przychodzen & Hussein Awada & Nakisha Williams & Carmelo Gurnari & Naomi Kawashima & Mai Aly & Arda Durmaz & Minako Mori & Ben P, 2024. "Molecular and clinical analyses of PHF6 mutant myeloid neoplasia provide their pathogenesis and therapeutic targeting," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    15. Rebecca Anderson & Lance D. Miller & Scott Isom & Jeff W. Chou & Kristin M. Pladna & Nathaniel J. Schramm & Leslie R. Ellis & Dianna S. Howard & Rupali R. Bhave & Megan Manuel & Sarah Dralle & Susan L, 2022. "Phase II trial of cytarabine and mitoxantrone with devimistat in acute myeloid leukemia," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    16. Jessica Ebner & Johannes Schmoellerl & Martin Piontek & Gabriele Manhart & Selina Troester & Bing Z. Carter & Heidi Neubauer & Richard Moriggl & Gergely Szakács & Johannes Zuber & Thomas Köcher & Mich, 2023. "ABCC1 and glutathione metabolism limit the efficacy of BCL-2 inhibitors in acute myeloid leukemia," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    17. Qianze Dong & Yan Xiu & Yang Wang & Christina Hodgson & Nick Borcherding & Craig Jordan & Jane Buchanan & Eric Taylor & Brett Wagner & Mariah Leidinger & Carol Holman & Dennis J. Thiele & Sean O’Brien, 2022. "HSF1 is a driver of leukemia stem cell self-renewal in acute myeloid leukemia," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    18. Lina Liu & Ana Vujovic & Nandan P. Deshpande & Shashank Sathe & Govardhan Anande & He Tian Tony Chen & Joshua Xu & Mark D. Minden & Gene W. Yeo & Ashwin Unnikrishnan & Kristin J. Hope & Yu Lu, 2022. "The splicing factor RBM17 drives leukemic stem cell maintenance by evading nonsense-mediated decay of pro-leukemic factors," Nature Communications, Nature, vol. 13(1), pages 1-17, December.

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