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Single-cell genomic variation induced by mutational processes in cancer

Author

Listed:
  • Tyler Funnell

    (Weill Cornell Medicine
    Memorial Sloan Kettering Cancer Center)

  • Ciara H. O’Flanagan

    (British Columbia Cancer Research Centre)

  • Marc J. Williams

    (Memorial Sloan Kettering Cancer Center)

  • Andrew McPherson

    (Memorial Sloan Kettering Cancer Center)

  • Steven McKinney

    (British Columbia Cancer Research Centre)

  • Farhia Kabeer

    (British Columbia Cancer Research Centre
    University of British Columbia)

  • Hakwoo Lee

    (British Columbia Cancer Research Centre
    University of British Columbia)

  • Sohrab Salehi

    (Memorial Sloan Kettering Cancer Center)

  • Ignacio Vázquez-García

    (Memorial Sloan Kettering Cancer Center)

  • Hongyu Shi

    (Memorial Sloan Kettering Cancer Center)

  • Emily Leventhal

    (Memorial Sloan Kettering Cancer Center)

  • Tehmina Masud

    (British Columbia Cancer Research Centre)

  • Peter Eirew

    (British Columbia Cancer Research Centre)

  • Damian Yap

    (British Columbia Cancer Research Centre)

  • Allen W. Zhang

    (British Columbia Cancer Research Centre)

  • Jamie L. P. Lim

    (Memorial Sloan Kettering Cancer Center)

  • Beixi Wang

    (British Columbia Cancer Research Centre)

  • Jazmine Brimhall

    (British Columbia Cancer Research Centre)

  • Justina Biele

    (British Columbia Cancer Research Centre)

  • Jerome Ting

    (British Columbia Cancer Research Centre)

  • Vinci Au

    (British Columbia Cancer Research Centre)

  • Michael Van Vliet

    (British Columbia Cancer Research Centre)

  • Yi Fei Liu

    (British Columbia Cancer Research Centre)

  • Sean Beatty

    (British Columbia Cancer Research Centre)

  • Daniel Lai

    (British Columbia Cancer Research Centre
    University of British Columbia)

  • Jenifer Pham

    (British Columbia Cancer Research Centre)

  • Diljot Grewal

    (Memorial Sloan Kettering Cancer Center)

  • Douglas Abrams

    (Memorial Sloan Kettering Cancer Center)

  • Eliyahu Havasov

    (Memorial Sloan Kettering Cancer Center)

  • Samantha Leung

    (Memorial Sloan Kettering Cancer Center)

  • Viktoria Bojilova

    (Memorial Sloan Kettering Cancer Center)

  • Richard A. Moore

    (Michael Smith Genome Sciences Centre)

  • Nicole Rusk

    (Memorial Sloan Kettering Cancer Center)

  • Florian Uhlitz

    (Memorial Sloan Kettering Cancer Center)

  • Nicholas Ceglia

    (Memorial Sloan Kettering Cancer Center)

  • Adam C. Weiner

    (Weill Cornell Medicine
    Memorial Sloan Kettering Cancer Center)

  • Elena Zaikova

    (British Columbia Cancer Research Centre)

  • J. Maxwell Douglas

    (British Columbia Cancer Research Centre)

  • Dmitriy Zamarin

    (Memorial Sloan Kettering Cancer Center)

  • Britta Weigelt

    (Memorial Sloan Kettering Cancer Center)

  • Sarah H. Kim

    (Memorial Sloan Kettering Cancer Center)

  • Arnaud Da Cruz Paula

    (Memorial Sloan Kettering Cancer Center)

  • Jorge S. Reis-Filho

    (Memorial Sloan Kettering Cancer Center)

  • Spencer D. Martin

    (University of British Columbia)

  • Yangguang Li

    (British Columbia Cancer Research Centre)

  • Hong Xu

    (British Columbia Cancer Research Centre)

  • Teresa Ruiz de Algara

    (British Columbia Cancer Research Centre)

  • So Ra Lee

    (British Columbia Cancer Research Centre)

  • Viviana Cerda Llanos

    (British Columbia Cancer Research Centre)

  • David G. Huntsman

    (British Columbia Cancer Research Centre
    University of British Columbia)

  • Jessica N. McAlpine

    (University of British Columbia)

  • Sohrab P. Shah

    (Memorial Sloan Kettering Cancer Center)

  • Samuel Aparicio

    (British Columbia Cancer Research Centre
    University of British Columbia)

Abstract

How cell-to-cell copy number alterations that underpin genomic instability1 in human cancers drive genomic and phenotypic variation, and consequently the evolution of cancer2, remains understudied. Here, by applying scaled single-cell whole-genome sequencing3 to wild-type, TP53-deficient and TP53-deficient;BRCA1-deficient or TP53-deficient;BRCA2-deficient mammary epithelial cells (13,818 genomes), and to primary triple-negative breast cancer (TNBC) and high-grade serous ovarian cancer (HGSC) cells (22,057 genomes), we identify three distinct ‘foreground’ mutational patterns that are defined by cell-to-cell structural variation. Cell- and clone-specific high-level amplifications, parallel haplotype-specific copy number alterations and copy number segment length variation (serrate structural variations) had measurable phenotypic and evolutionary consequences. In TNBC and HGSC, clone-specific high-level amplifications in known oncogenes were highly prevalent in tumours bearing fold-back inversions, relative to tumours with homologous recombination deficiency, and were associated with increased clone-to-clone phenotypic variation. Parallel haplotype-specific alterations were also commonly observed, leading to phylogenetic evolutionary diversity and clone-specific mono-allelic expression. Serrate variants were increased in tumours with fold-back inversions and were highly correlated with increased genomic diversity of cellular populations. Together, our findings show that cell-to-cell structural variation contributes to the origins of phenotypic and evolutionary diversity in TNBC and HGSC, and provide insight into the genomic and mutational states of individual cancer cells.

Suggested Citation

  • Tyler Funnell & Ciara H. O’Flanagan & Marc J. Williams & Andrew McPherson & Steven McKinney & Farhia Kabeer & Hakwoo Lee & Sohrab Salehi & Ignacio Vázquez-García & Hongyu Shi & Emily Leventhal & Tehmi, 2022. "Single-cell genomic variation induced by mutational processes in cancer," Nature, Nature, vol. 612(7938), pages 106-115, December.
  • Handle: RePEc:nat:nature:v:612:y:2022:i:7938:d:10.1038_s41586-022-05249-0
    DOI: 10.1038/s41586-022-05249-0
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    Citations

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    Cited by:

    1. Liujia Qian & Jianqing Zhu & Zhangzhi Xue & Yan Zhou & Nan Xiang & Hong Xu & Rui Sun & Wangang Gong & Xue Cai & Lu Sun & Weigang Ge & Yufeng Liu & Ying Su & Wangmin Lin & Yuecheng Zhan & Junjian Wang , 2024. "Proteomic landscape of epithelial ovarian cancer," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    2. Hongyu Shi & Marc J. Williams & Gryte Satas & Adam C. Weiner & Andrew McPherson & Sohrab P. Shah, 2024. "Allele-specific transcriptional effects of subclonal copy number alterations enable genotype-phenotype mapping in cancer cells," Nature Communications, Nature, vol. 15(1), pages 1-13, December.

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