Single-cell genomic variation induced by mutational processes in cancer
Author:
Funnell TylerORCID, O’Flanagan Ciara H., Williams Marc J.ORCID, McPherson Andrew, McKinney StevenORCID, Kabeer Farhia, Lee Hakwoo, Salehi Sohrab, Vázquez-García Ignacio, Shi Hongyu, Leventhal Emily, Masud Tehmina, Eirew Peter, Yap DamianORCID, Zhang Allen W., Lim Jamie L. P., Wang Beixi, Brimhall Jazmine, Biele Justina, Ting Jerome, Au VinciORCID, Van Vliet Michael, Liu Yi Fei, Beatty SeanORCID, Lai DanielORCID, Pham Jenifer, Grewal Diljot, Abrams Douglas, Havasov Eliyahu, Leung Samantha, Bojilova Viktoria, Moore Richard A., Rusk NicoleORCID, Uhlitz Florian, Ceglia Nicholas, Weiner Adam C.ORCID, Zaikova Elena, Douglas J. Maxwell, Zamarin DmitriyORCID, Weigelt BrittaORCID, Kim Sarah H., Da Cruz Paula Arnaud, Reis-Filho Jorge S.ORCID, Martin Spencer D., Li Yangguang, Xu Hong, de Algara Teresa Ruiz, Lee So Ra, Llanos Viviana Cerda, Huntsman David G., McAlpine Jessica N.ORCID, Hannon Gregory J., Battistoni Georgia, Bressan Dario, Cannell Ian G., Casbolt Hannah, Jauset Cristina, Kovačević Tatjana, Mulvey Claire M., Nugent Fiona, Ribes Marta Paez, Pearson Isabella, Qosaj Fatime, Sawicka Kirsty, Wild Sophia A., Williams Elena, Laks Emma, Smith Austin, Lai Daniel, Roth Andrew, Balasubramanian Shankar, Lee Maximilian, Bodenmiller Bernd, Burger Marcel, Kuett Laura, Tietscher Sandra, Windhager Jonas, Boyden Edward S., Alon Shahar, Cui Yi, Emenari Amauche, Goodwin Daniel R., Karagiannis Emmanouil D., Sinha Anubhav, Wassie Asmamaw T., Caldas Carlos, Bruna Alejandra, Callari Maurizio, Greenwood Wendy, Lerda Giulia, Eyal-Lubling Yaniv, Rueda Oscar M., Shea Abigail, Harris Owen, Becker Robby, Grimaldo Flaminia, Harris Suvi, Vogl Sara Lisa, Joyce Johanna A., Watson Spencer S., Tavare Simon, Dinh Khanh N., Fisher Eyal, Kunes Russell, Walton Nicholas A., Al Sa’d Mohammed, Chornay Nick, Dariush Ali, González-Solares Eduardo A., González-Fernández Carlos, Yoldaş Aybüke Küpcü, Miller Neil, Zhuang Xiaowei, Fan Jean, Lee Hsuan, Sepúlveda Leonardo A., Xia Chenglong, Zheng Pu, Shah Sohrab P.ORCID, Aparicio SamuelORCID,
Abstract
AbstractHow 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.
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Reference76 articles.
1. Umbreit, N. T. et al. Mechanisms generating cancer genome complexity from a single cell division error. Science 368, eaba0712 (2020). 2. Minussi, D. C. et al. Breast tumours maintain a reservoir of subclonal diversity during expansion. Nature 592, 302–308 (2021). 3. Laks, E. et al. Clonal decomposition and DNA replication states defined by scaled single-cell genome sequencing. Cell 179, 1207–1221 (2019). 4. Hakem, R. DNA-damage repair; the good, the bad, and the ugly. EMBO J. 27, 589–605 (2008). 5. Li, Y. et al. Patterns of somatic structural variation in human cancer genomes. Nature 578, 112–121 (2020).
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