IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-39263-1.html
   My bibliography  Save this article

Oncogenic structural aberration landscape in gastric cancer genomes

Author

Listed:
  • Mihoko Saito-Adachi

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Natsuko Hama

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Yasushi Totoki

    (Division of Cancer Genomics, National Cancer Center Research Institute
    Osaka University)

  • Hiromi Nakamura

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Yasuhito Arai

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Fumie Hosoda

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Hirofumi Rokutan

    (Division of Cancer Genomics, National Cancer Center Research Institute
    The University of Tokyo)

  • Shinichi Yachida

    (Division of Cancer Genomics, National Cancer Center Research Institute
    Osaka University)

  • Mamoru Kato

    (Division of Bioinformatics, National Cancer Center Research Institute)

  • Akihiko Fukagawa

    (Division of Cancer Genomics, National Cancer Center Research Institute)

  • Tatsuhiro Shibata

    (Division of Cancer Genomics, National Cancer Center Research Institute
    The University of Tokyo)

Abstract

Structural variants (SVs) are responsible for driver events in gastric cancer (GC); however, their patterns and processes remain poorly understood. Here, we examine 170 GC whole genomes to unravel the oncogenic structural aberration landscape in GC genomes and identify six rearrangement signatures (RSs). Non-random combinations of RSs elucidate distinctive GC subtypes comprising one or a few dominant RS that are associated with specific driver events (BRCA1/2 defects, mismatch repair deficiency, and TP53 mutation) and epidemiological backgrounds. Twenty-seven SV hotspots are identified as GC driver candidates. SV hotspots frequently constitute complexly clustered SVs involved in driver gene amplification, such as ERBB2, CCNE1, and FGFR2. Further deconstruction of the locally clustered SVs uncovers amplicon-generating profiles characterized by super-large SVs and intensive segmental amplifications, contributing to the extensive amplification of GC oncogenes. Comprehensive analyses using adjusted SV allele frequencies indicate the significant involvement of extra-chromosomal DNA in processes linked to specific RSs.

Suggested Citation

  • Mihoko Saito-Adachi & Natsuko Hama & Yasushi Totoki & Hiromi Nakamura & Yasuhito Arai & Fumie Hosoda & Hirofumi Rokutan & Shinichi Yachida & Mamoru Kato & Akihiko Fukagawa & Tatsuhiro Shibata, 2023. "Oncogenic structural aberration landscape in gastric cancer genomes," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39263-1
    DOI: 10.1038/s41467-023-39263-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-39263-1
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-39263-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Berry, Michael W. & Browne, Murray & Langville, Amy N. & Pauca, V. Paul & Plemmons, Robert J., 2007. "Algorithms and applications for approximate nonnegative matrix factorization," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 155-173, September.
    2. Yilong Li & Nicola D. Roberts & Jeremiah A. Wala & Ofer Shapira & Steven E. Schumacher & Kiran Kumar & Ekta Khurana & Sebastian Waszak & Jan O. Korbel & James E. Haber & Marcin Imielinski & Joachim We, 2020. "Patterns of somatic structural variation in human cancer genomes," Nature, Nature, vol. 578(7793), pages 112-121, February.
    3. Erik N. Bergstrom & Jens Luebeck & Mia Petljak & Azhar Khandekar & Mark Barnes & Tongwu Zhang & Christopher D. Steele & Nischalan Pillay & Maria Teresa Landi & Vineet Bafna & Paul S. Mischel & Reuben , 2022. "Mapping clustered mutations in cancer reveals APOBEC3 mutagenesis of ecDNA," Nature, Nature, vol. 602(7897), pages 510-517, February.
    4. Viraj Deshpande & Jens Luebeck & Nam-Phuong D. Nguyen & Mehrdad Bakhtiari & Kristen M. Turner & Richard Schwab & Hannah Carter & Paul S. Mischel & Vineet Bafna, 2019. "Exploring the landscape of focal amplifications in cancer using AmpliconArchitect," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    5. Peter J. Campbell & Shinichi Yachida & Laura J. Mudie & Philip J. Stephens & Erin D. Pleasance & Lucy A. Stebbings & Laura A. Morsberger & Calli Latimer & Stuart McLaren & Meng-Lay Lin & David J. McBr, 2010. "The patterns and dynamics of genomic instability in metastatic pancreatic cancer," Nature, Nature, vol. 467(7319), pages 1109-1113, October.
    6. Masafumi Muratani & Niantao Deng & Wen Fong Ooi & Suling Joyce Lin & Manjie Xing & Chang Xu & Aditi Qamra & Su Ting Tay & Simeen Malik & Jeanie Wu & Ming Hui Lee & Shenli Zhang & Luke Lin Chuen Tan & , 2014. "Nanoscale chromatin profiling of gastric adenocarcinoma reveals cancer-associated cryptic promoters and somatically acquired regulatory elements," Nature Communications, Nature, vol. 5(1), pages 1-14, September.
    7. Serena Nik-Zainal & Helen Davies & Johan Staaf & Manasa Ramakrishna & Dominik Glodzik & Xueqing Zou & Inigo Martincorena & Ludmil B. Alexandrov & Sancha Martin & David C. Wedge & Peter Van Loo & Young, 2016. "Landscape of somatic mutations in 560 breast cancer whole-genome sequences," Nature, Nature, vol. 534(7605), pages 47-54, June.
    8. Keisuke Kataoka & Yuichi Shiraishi & Yohei Takeda & Seiji Sakata & Misako Matsumoto & Seiji Nagano & Takuya Maeda & Yasunobu Nagata & Akira Kitanaka & Seiya Mizuno & Hiroko Tanaka & Kenichi Chiba & Sa, 2016. "Aberrant PD-L1 expression through 3′-UTR disruption in multiple cancers," Nature, Nature, vol. 534(7607), pages 402-406, June.
    9. Cheng-Zhong Zhang & Alexander Spektor & Hauke Cornils & Joshua M. Francis & Emily K. Jackson & Shiwei Liu & Matthew Meyerson & David Pellman, 2015. "Chromothripsis from DNA damage in micronuclei," Nature, Nature, vol. 522(7555), pages 179-184, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Shixiang Wang & Chen-Yi Wu & Ming-Ming He & Jia-Xin Yong & Yan-Xing Chen & Li-Mei Qian & Jin-Ling Zhang & Zhao-Lei Zeng & Rui-Hua Xu & Feng Wang & Qi Zhao, 2024. "Machine learning-based extrachromosomal DNA identification in large-scale cohorts reveals its clinical implications in cancer," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    3. Ambrocio Sanchez & Pedro Ortega & Ramin Sakhtemani & Lavanya Manjunath & Sunwoo Oh & Elodie Bournique & Alexandrea Becker & Kyumin Kim & Cameron Durfee & Nuri Alpay Temiz & Xiaojiang S. Chen & Reuben , 2024. "Mesoscale DNA features impact APOBEC3A and APOBEC3B deaminase activity and shape tumor mutational landscapes," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    4. Chunyang Bao & Richard W. Tourdot & Gregory J. Brunette & Chip Stewart & Lili Sun & Hideo Baba & Masayuki Watanabe & Agoston T. Agoston & Kunal Jajoo & Jon M. Davison & Katie S. Nason & Gad Getz & Ken, 2023. "Genomic signatures of past and present chromosomal instability in Barrett’s esophagus and early esophageal adenocarcinoma," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    5. Chaohui Li & Lingxi Chen & Guangze Pan & Wenqian Zhang & Shuai Cheng Li, 2023. "Deciphering complex breakage-fusion-bridge genome rearrangements with Ambigram," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    6. Thomas G. Paulson & Patricia C. Galipeau & Kenji M. Oman & Carissa A. Sanchez & Mary K. Kuhner & Lucian P. Smith & Kevin Hadi & Minita Shah & Kanika Arora & Jennifer Shelton & Molly Johnson & Andre Co, 2022. "Somatic whole genome dynamics of precancer in Barrett’s esophagus reveals features associated with disease progression," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    7. Jianfei Cao & Han Yang & Jianshu Lv & Quanyuan Wu & Baolei Zhang, 2023. "Estimating Soil Salinity with Different Levels of Vegetation Cover by Using Hyperspectral and Non-Negative Matrix Factorization Algorithm," IJERPH, MDPI, vol. 20(4), pages 1-15, February.
    8. Heathcliff Dorado García & Fabian Pusch & Yi Bei & Jennifer Stebut & Glorymar Ibáñez & Kristina Guillan & Koshi Imami & Dennis Gürgen & Jana Rolff & Konstantin Helmsauer & Stephanie Meyer-Liesener & N, 2022. "Therapeutic targeting of ATR in alveolar rhabdomyosarcoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    9. Liyuan Zhou & Qiongzi Qiu & Qing Zhou & Jianwei Li & Mengqian Yu & Kezhen Li & Lingling Xu & Xiaohui Ke & Haiming Xu & Bingjian Lu & Hui Wang & Weiguo Lu & Pengyuan Liu & Yan Lu, 2022. "Long-read sequencing unveils high-resolution HPV integration and its oncogenic progression in cervical cancer," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    10. Takehiro Sano & Tsuyoshi Migita & Norikazu Takahashi, 2022. "A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence," Journal of Global Optimization, Springer, vol. 84(3), pages 755-781, November.
    11. Yu Chen & Amy Y. Wang & Courtney A. Barkley & Yixin Zhang & Xinyang Zhao & Min Gao & Mick D. Edmonds & Zechen Chong, 2023. "Deciphering the exact breakpoints of structural variations using long sequencing reads with DeBreak," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    12. Andrej Čopar & Blaž Zupan & Marinka Zitnik, 2019. "Fast optimization of non-negative matrix tri-factorization," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-15, June.
    13. Jinhyun Kim & Sungsik Kim & Huiran Yeom & Seo Woo Song & Kyoungseob Shin & Sangwook Bae & Han Suk Ryu & Ji Young Kim & Ahyoun Choi & Sumin Lee & Taehoon Ryu & Yeongjae Choi & Hamin Kim & Okju Kim & Yu, 2023. "Barcoded multiple displacement amplification for high coverage sequencing in spatial genomics," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    14. Shanika L Wickramasuriya & Berwin A Turlach & Rob J Hyndman, 2019. "Optimal Non-negative Forecast Reconciliation," Monash Econometrics and Business Statistics Working Papers 15/19, Monash University, Department of Econometrics and Business Statistics.
    15. Cheng H Lee & Benjamin O Alpert & Preethi Sankaranarayanan & Orly Alter, 2012. "GSVD Comparison of Patient-Matched Normal and Tumor aCGH Profiles Reveals Global Copy-Number Alterations Predicting Glioblastoma Multiforme Survival," PLOS ONE, Public Library of Science, vol. 7(1), pages 1-11, January.
    16. Diletta Fontana & Ilaria Crespiatico & Valentina Crippa & Federica Malighetti & Matteo Villa & Fabrizio Angaroni & Luca De Sano & Andrea Aroldi & Marco Antoniotti & Giulio Caravagna & Rocco Piazza & A, 2023. "Evolutionary signatures of human cancers revealed via genomic analysis of over 35,000 patients," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    17. Alexander Martinez-Fundichely & Austin Dixon & Ekta Khurana, 2022. "Modeling tissue-specific breakpoint proximity of structural variations from whole-genomes to identify cancer drivers," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    18. Lei Zhu & Fernando Soldevila & Claudio Moretti & Alexandra d’Arco & Antoine Boniface & Xiaopeng Shao & Hilton B. Aguiar & Sylvain Gigan, 2022. "Large field-of-view non-invasive imaging through scattering layers using fluctuating random illumination," Nature Communications, Nature, vol. 13(1), pages 1-6, December.
    19. Anastasiya Kishkevich & Sanjeeta Tamang & Michael O. Nguyen & Judith Oehler & Elena Bulmaga & Christos Andreadis & Carl A. Morrow & Manisha Jalan & Fekret Osman & Matthew C. Whitby, 2022. "Rad52’s DNA annealing activity drives template switching associated with restarted DNA replication," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    20. Stamatis Papathanasiou & Styliani Markoulaki & Logan J. Blaine & Mitchell L. Leibowitz & Cheng-Zhong Zhang & Rudolf Jaenisch & David Pellman, 2021. "Whole chromosome loss and genomic instability in mouse embryos after CRISPR-Cas9 genome editing," Nature Communications, Nature, vol. 12(1), pages 1-7, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39263-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.