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The topography of mutational processes in breast cancer genomes

Author

Listed:
  • Sandro Morganella

    (European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus)

  • Ludmil B. Alexandrov

    (Wellcome Trust Sanger Institute
    Theoretical Biology and Biophysics (T-6), Los Alamos National Laboratory
    Center for Nonlinear Studies, Los Alamos National Laboratory)

  • Dominik Glodzik

    (Wellcome Trust Sanger Institute)

  • Xueqing Zou

    (Wellcome Trust Sanger Institute)

  • Helen Davies

    (Wellcome Trust Sanger Institute)

  • Johan Staaf

    (Lund University)

  • Anieta M. Sieuwerts

    (Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center)

  • Arie B. Brinkman

    (Radboud University, Faculty of Science)

  • Sancha Martin

    (Wellcome Trust Sanger Institute)

  • Manasa Ramakrishna

    (Wellcome Trust Sanger Institute)

  • Adam Butler

    (Wellcome Trust Sanger Institute)

  • Hyung-Yong Kim

    (College of Medicine, Hanyang University)

  • Åke Borg

    (Lund University)

  • Christos Sotiriou

    (Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles)

  • P. Andrew Futreal

    (European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus
    UT MD Anderson Cancer Center)

  • Peter J. Campbell

    (Wellcome Trust Sanger Institute)

  • Paul N. Span

    (Radboud university medical center)

  • Steven Van Laere

    (Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Wilrijk, Belgium and Center for Oncological Research, University of Antwerp)

  • Sunil R. Lakhani

    (Centre for Clinical Research and School of Medicine, University of Queensland
    Pathology Queensland, The Royal Brisbane and Women’s Hospital)

  • Jorunn E. Eyfjord

    (Cancer Research Laboratory, Faculty of Medicine, University of Iceland)

  • Alastair M. Thompson

    (University of Texas MD Anderson Cancer Center
    University of Dundee)

  • Hendrik G. Stunnenberg

    (Radboud University, Faculty of Science)

  • Marc J. van de Vijver

    (Academic Medical Center)

  • John W. M. Martens

    (Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center)

  • Anne-Lise Børresen-Dale

    (Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital
    K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo)

  • Andrea L. Richardson

    (Brigham and Women's Hospital
    Dana-Farber Cancer Institute)

  • Gu Kong

    (College of Medicine, Hanyang University)

  • Gilles Thomas

    (Synergie Lyon Cancer, Centre Léon Bérard)

  • Julian Sale

    (MRC Laboratory of Molecular Biology, Francis Crick Avenue)

  • Cristina Rada

    (MRC Laboratory of Molecular Biology, Francis Crick Avenue)

  • Michael R. Stratton

    (Wellcome Trust Sanger Institute)

  • Ewan Birney

    (European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus)

  • Serena Nik-Zainal

    (Wellcome Trust Sanger Institute
    East Anglian Medical Genetics Service, Cambridge University Hospitals NHS Foundation Trust)

Abstract

Somatic mutations in human cancers show unevenness in genomic distribution that correlate with aspects of genome structure and function. These mutations are, however, generated by multiple mutational processes operating through the cellular lineage between the fertilized egg and the cancer cell, each composed of specific DNA damage and repair components and leaving its own characteristic mutational signature on the genome. Using somatic mutation catalogues from 560 breast cancer whole-genome sequences, here we show that each of 12 base substitution, 2 insertion/deletion (indel) and 6 rearrangement mutational signatures present in breast tissue, exhibit distinct relationships with genomic features relating to transcription, DNA replication and chromatin organization. This signature-based approach permits visualization of the genomic distribution of mutational processes associated with APOBEC enzymes, mismatch repair deficiency and homologous recombinational repair deficiency, as well as mutational processes of unknown aetiology. Furthermore, it highlights mechanistic insights including a putative replication-dependent mechanism of APOBEC-related mutagenesis.

Suggested Citation

  • Sandro Morganella & Ludmil B. Alexandrov & Dominik Glodzik & Xueqing Zou & Helen Davies & Johan Staaf & Anieta M. Sieuwerts & Arie B. Brinkman & Sancha Martin & Manasa Ramakrishna & Adam Butler & Hyun, 2016. "The topography of mutational processes in breast cancer genomes," Nature Communications, Nature, vol. 7(1), pages 1-11, September.
  • Handle: RePEc:nat:natcom:v:7:y:2016:i:1:d:10.1038_ncomms11383
    DOI: 10.1038/ncomms11383
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    Cited by:

    1. Eline J. M. Bertrums & Jurrian K. Kanter & Lucca L. M. Derks & Mark Verheul & Laurianne Trabut & Markus J. Roosmalen & Henrik Hasle & Evangelia Antoniou & Dirk Reinhardt & Michael N. Dworzak & Nora Mü, 2024. "Selective pressures of platinum compounds shape the evolution of therapy-related myeloid neoplasms," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. Michelle Dietzen & Haoran Zhai & Olivia Lucas & Oriol Pich & Christopher Barrington & Wei-Ting Lu & Sophia Ward & Yanping Guo & Robert E. Hynds & Simone Zaccaria & Charles Swanton & Nicholas McGranaha, 2024. "Replication timing alterations are associated with mutation acquisition during breast and lung cancer evolution," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    3. Yi-Li Feng & Qian Liu & Ruo-Dan Chen & Si-Cheng Liu & Zhi-Cheng Huang & Kun-Ming Liu & Xiao-Ying Yang & An-Yong Xie, 2022. "DNA nicks induce mutational signatures associated with BRCA1 deficiency," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. Mischan Vali-Pour & Solip Park & Jose Espinosa-Carrasco & Daniel Ortiz-Martínez & Ben Lehner & Fran Supek, 2022. "The impact of rare germline variants on human somatic mutation processes," Nature Communications, Nature, vol. 13(1), pages 1-21, December.

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