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Genomic landscape and chronological reconstruction of driver events in multiple myeloma

Author

Listed:
  • Francesco Maura

    (Memorial Sloan Kettering Cancer Center
    Wellcome Sanger Institute
    University of Milan)

  • Niccoló Bolli

    (University of Milan
    Fondazione IRCCS Istituto Nazionale dei Tumori)

  • Nicos Angelopoulos

    (Wellcome Sanger Institute
    University of Essex)

  • Kevin J. Dawson

    (Wellcome Sanger Institute)

  • Daniel Leongamornlert

    (Wellcome Sanger Institute)

  • Inigo Martincorena

    (Wellcome Sanger Institute)

  • Thomas J. Mitchell

    (Wellcome Sanger Institute)

  • Anthony Fullam

    (Wellcome Sanger Institute)

  • Santiago Gonzalez

    (European Molecular Biology Laboratory (EMBL-EBI))

  • Raphael Szalat

    (Harvard Medical School)

  • Federico Abascal

    (Wellcome Sanger Institute)

  • Bernardo Rodriguez-Martin

    (University of Santiago de Compostela)

  • Mehmet Kemal Samur

    (Harvard Medical School)

  • Dominik Glodzik

    (Wellcome Sanger Institute
    Memorial Sloan Kettering Cancer Center)

  • Marco Roncador

    (Wellcome Sanger Institute)

  • Mariateresa Fulciniti

    (Harvard Medical School)

  • Yu Tzu Tai

    (Harvard Medical School)

  • Stephane Minvielle

    (Université d’Angers, Université de Nantes)

  • Florence Magrangeas

    (Université d’Angers, Université de Nantes)

  • Philippe Moreau

    (Université d’Angers, Université de Nantes)

  • Paolo Corradini

    (University of Milan
    Fondazione IRCCS Istituto Nazionale dei Tumori)

  • Kenneth C. Anderson

    (Harvard Medical School)

  • Jose M. C. Tubio

    (Wellcome Sanger Institute
    University of Santiago de Compostela)

  • David C. Wedge

    (University of Oxford, Big Data Institute)

  • Moritz Gerstung

    (European Molecular Biology Laboratory (EMBL-EBI))

  • Hervé Avet-Loiseau

    (IUC-Oncopole, and CRCT INSERM U1037)

  • Nikhil Munshi

    (Harvard Medical School
    Veterans Administration Boston Healthcare System)

  • Peter J. Campbell

    (Wellcome Sanger Institute)

Abstract

The multiple myeloma (MM) genome is heterogeneous and evolves through preclinical and post-diagnosis phases. Here we report a catalog and hierarchy of driver lesions using sequences from 67 MM genomes serially collected from 30 patients together with public exome datasets. Bayesian clustering defines at least 7 genomic subgroups with distinct sets of co-operating events. Focusing on whole genome sequencing data, complex structural events emerge as major drivers, including chromothripsis and a novel replication-based mechanism of templated insertions, which typically occur early. Hyperdiploidy also occurs early, with individual trisomies often acquired in different chronological windows during evolution, and with a preferred order of acquisition. Conversely, positively selected point mutations, whole genome duplication and chromoplexy events occur in later disease phases. Thus, initiating driver events, drawn from a limited repertoire of structural and numerical chromosomal changes, shape preferred trajectories of evolution that are biologically relevant but heterogeneous across patients.

Suggested Citation

  • Francesco Maura & Niccoló Bolli & Nicos Angelopoulos & Kevin J. Dawson & Daniel Leongamornlert & Inigo Martincorena & Thomas J. Mitchell & Anthony Fullam & Santiago Gonzalez & Raphael Szalat & Federic, 2019. "Genomic landscape and chronological reconstruction of driver events in multiple myeloma," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-11680-1
    DOI: 10.1038/s41467-019-11680-1
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    Cited by:

    1. David G. Coffey & Francesco Maura & Edgar Gonzalez-Kozlova & J. Javier Diaz-Mejia & Ping Luo & Yong Zhang & Yuexin Xu & Edus H. Warren & Travis Dawson & Brian Lee & Hui Xie & Eric Smith & Amanda Ciard, 2023. "Immunophenotypic correlates of sustained MRD negativity in patients with multiple myeloma," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    2. Leo Rasche & Carolina Schinke & Francesco Maura & Michael A. Bauer & Cody Ashby & Shayu Deshpande & Alexandra M. Poos & Maurizio Zangari & Sharmilan Thanendrarajan & Faith E. Davies & Brian A. Walker , 2022. "The spatio-temporal evolution of multiple myeloma from baseline to relapse-refractory states," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    3. Carolina Terragna & Andrea Poletti & Vincenza Solli & Marina Martello & Elena Zamagni & Lucia Pantani & Enrica Borsi & Ilaria Vigliotta & Gaia Mazzocchetti & Silvia Armuzzi & Barbara Taurisano & Nicol, 2024. "Multi-dimensional scaling techniques unveiled gain1q&loss13q co-occurrence in Multiple Myeloma patients with specific genomic, transcriptional and adverse clinical features," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    4. Mark Bustoros & Shankara Anand & Romanos Sklavenitis-Pistofidis & Robert Redd & Eileen M. Boyle & Benny Zhitomirsky & Andrew J. Dunford & Yu-Tzu Tai & Selina J. Chavda & Cody Boehner & Carl Jannes Neu, 2022. "Genetic subtypes of smoldering multiple myeloma are associated with distinct pathogenic phenotypes and clinical outcomes," Nature Communications, Nature, vol. 13(1), pages 1-10, December.

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