IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31376-3.html
   My bibliography  Save this article

Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution

Author

Listed:
  • Maria E. Monberg

    (The University of Texas MD Anderson Cancer Center
    University of Texas MD Anderson Cancer Center Graduate School of Biomedical Sciences
    The University of Texas MD Anderson Cancer Center)

  • Heather Geiger

    (New York Genome Center)

  • Jaewon J. Lee

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

  • Roshan Sharma

    (New York Genome Center)

  • Alexander Semaan

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

  • Vincent Bernard

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

  • Justin Wong

    (The University of Texas MD Anderson Cancer Center)

  • Fang Wang

    (The University of Texas MD Anderson Cancer Center)

  • Shaoheng Liang

    (The University of Texas MD Anderson Cancer Center)

  • Daniel B. Swartzlander

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

  • Bret M. Stephens

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

  • Matthew H. G. Katz

    (The University of Texas MD Anderson Cancer Center)

  • Ken Chen

    (The University of Texas MD Anderson Cancer Center)

  • Nicolas Robine

    (New York Genome Center)

  • Paola A. Guerrero

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

  • Anirban Maitra

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

Abstract

Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, non-transformed pancreatic lines as contemporaneous “control” lines in experiments. We confirm these findings using a variety of independent assays, including but not limited to whole exome sequencing, single-cell copy number variation sequencing (scCNVseq), single-nuclei assay for transposase-accessible chromatin with sequencing, fluorescence in-situ hybridization, and single-cell RNA sequencing (scRNAseq). We map scRNA expression data to unique genomic clones identified by orthogonally-gathered scCNVseq data of these same PDAC cell lines. Further, while PDOs are known to reflect the cognate in vivo biology of the parental tumor, we identify transcriptomic shifts during ex vivo passage that might hamper their predictive abilities over time. The impact of these findings on rigor and reproducibility of experimental data generated using established preclinical PDAC models between and across laboratories is uncertain, but a matter of concern.

Suggested Citation

  • Maria E. Monberg & Heather Geiger & Jaewon J. Lee & Roshan Sharma & Alexander Semaan & Vincent Bernard & Justin Wong & Fang Wang & Shaoheng Liang & Daniel B. Swartzlander & Bret M. Stephens & Matthew , 2022. "Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31376-3
    DOI: 10.1038/s41467-022-31376-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31376-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-31376-3?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. Christian Mayer & Christoph Hafemeister & Rachel C. Bandler & Robert Machold & Renata Batista Brito & Xavier Jaglin & Kathryn Allaway & Andrew Butler & Gord Fishell & Rahul Satija, 2018. "Developmental diversification of cortical inhibitory interneurons," Nature, Nature, vol. 555(7697), pages 457-462, March.
    2. Uri Ben-David & Benjamin Siranosian & Gavin Ha & Helen Tang & Yaara Oren & Kunihiko Hinohara & Craig A. Strathdee & Joshua Dempster & Nicholas J. Lyons & Robert Burns & Anwesha Nag & Guillaume Kugener, 2018. "Genetic and transcriptional evolution alters cancer cell line drug response," Nature, Nature, vol. 560(7718), pages 325-330, August.
    3. Darlan C. Minussi & Michael D. Nicholson & Hanghui Ye & Alexander Davis & Kaile Wang & Toby Baker & Maxime Tarabichi & Emi Sei & Haowei Du & Mashiat Rabbani & Cheng Peng & Min Hu & Shanshan Bai & Yu-w, 2021. "Breast tumours maintain a reservoir of subclonal diversity during expansion," Nature, Nature, vol. 592(7853), pages 302-308, April.
    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. Miles C. Andrews & Junna Oba & Chang-Jiun Wu & Haifeng Zhu & Tatiana Karpinets & Caitlin A. Creasy & Marie-Andrée Forget & Xiaoxing Yu & Xingzhi Song & Xizeng Mao & A. Gordon Robertson & Gabriele Roma, 2022. "Multi-modal molecular programs regulate melanoma cell state," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    2. Adam C. Weiner & Marc J. Williams & Hongyu Shi & Ignacio Vázquez-García & Sohrab Salehi & Nicole Rusk & Samuel Aparicio & Sohrab P. Shah & Andrew McPherson, 2024. "Inferring replication timing and proliferation dynamics from single-cell DNA sequencing data," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    3. 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.
    4. Jia-Ru Wei & Zhao-Zhe Hao & Chuan Xu & Mengyao Huang & Lei Tang & Nana Xu & Ruifeng Liu & Yuhui Shen & Sarah A. Teichmann & Zhichao Miao & Sheng Liu, 2022. "Identification of visual cortex cell types and species differences using single-cell RNA sequencing," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    5. Rongting Huang & Xianjie Huang & Yin Tong & Helen Y. N. Yan & Suet Yi Leung & Oliver Stegle & Yuanhua Huang, 2024. "Robust analysis of allele-specific copy number alterations from scRNA-seq data with XClone," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    6. Akshaya Ramakrishnan & Aikaterini Symeonidi & Patrick Hanel & Katharina T. Schmid & Maria L. Richter & Michael Schubert & Maria Colomé-Tatché, 2023. "epiAneufinder identifies copy number alterations from single-cell ATAC-seq data," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    7. Ning Zhang & Luuk Harbers & Michele Simonetti & Constantin Diekmann & Quentin Verron & Enrico Berrino & Sara E. Bellomo & Gabriel M. C. Longo & Michael Ratz & Niklas Schultz & Firas Tarish & Peng Su &, 2024. "High clonal diversity and spatial genetic admixture in early prostate cancer and surrounding normal tissue," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    8. 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.
    9. Stefano Gnan & Joseph M. Josephides & Xia Wu & Manuela Spagnuolo & Dalila Saulebekova & Mylène Bohec & Marie Dumont & Laura G. Baudrin & Daniele Fachinetti & Sylvain Baulande & Chun-Long Chen, 2022. "Kronos scRT: a uniform framework for single-cell replication timing analysis," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    10. Xiaoning Qi & Lianhe Zhao & Chenyu Tian & Yueyue Li & Zhen-Lin Chen & Peipei Huo & Runsheng Chen & Xiaodong Liu & Baoping Wan & Shengyong Yang & Yi Zhao, 2024. "Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    11. Jurica Levatić & Marina Salvadores & Francisco Fuster-Tormo & Fran Supek, 2022. "Mutational signatures are markers of drug sensitivity of cancer cells," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    12. Umberto Perron & Elena Grassi & Aikaterini Chatzipli & Marco Viviani & Emre Karakoc & Lucia Trastulla & Lorenzo M. Brochier & Claudio Isella & Eugenia R. Zanella & Hagen Klett & Ivan Molineris & Julia, 2024. "Integrative ensemble modelling of cetuximab sensitivity in colorectal cancer patient-derived xenografts," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    13. Lu, Li & Norder, Kurt A. & Sawhney, Aman & Emich, Kyle J., 2023. "Setting the programmatic agenda: A comprehensive bibliometric overview of team mechanism research," Journal of Business Research, Elsevier, vol. 154(C).
    14. Dashiell J. Massey & Amnon Koren, 2022. "High-throughput analysis of single human cells reveals the complex nature of DNA replication timing control," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    15. Deepanjali Dwivedi & Dimitri Dumontier & Mia Sherer & Sherry Lin & Andrea M. C. Mirow & Yanjie Qiu & Qing Xu & Samuel A. Liebman & Djeckby Joseph & Sandeep R. Datta & Gord Fishell & Gabrielle Pouchelo, 2024. "Metabotropic signaling within somatostatin interneurons controls transient thalamocortical inputs during development," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    16. David Morizet & Isabelle Foucher & Alessandro Alunni & Laure Bally-Cuif, 2024. "Reconstruction of macroglia and adult neurogenesis evolution through cross-species single-cell transcriptomic analyses," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    17. Carolin M. Sauer & James A. Hall & Dominique-Laurent Couturier & Thomas Bradley & Anna M. Piskorz & Jacob Griffiths & Ashley Sawle & Matthew D. Eldridge & Philip Smith & Karen Hosking & Marika A. V. R, 2023. "Molecular landscape and functional characterization of centrosome amplification in ovarian cancer," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    18. Jinxin Phaedo Chen & Constantin Diekmann & Honggui Wu & Chong Chen & Giulia Chiara & Enrico Berrino & Konstantinos L. Georgiadis & Britta A. M. Bouwman & Mohit Virdi & Luuk Harbers & Sara Erika Bellom, 2024. "scCircle-seq unveils the diversity and complexity of extrachromosomal circular DNAs in single cells," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    19. Zeinab Asgarian & Marcio Guiomar Oliveira & Agata Stryjewska & Ioannis Maragkos & Anna Noren Rubin & Lorenza Magno & Vassilis Pachnis & Mohammadmersad Ghorbani & Scott Wayne Hiebert & Myrto Denaxa & N, 2022. "MTG8 interacts with LHX6 to specify cortical interneuron subtype identity," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    20. Amos C. Lee & Yongju Lee & Ahyoun Choi & Han-Byoel Lee & Kyoungseob Shin & Hyunho Lee & Ji Young Kim & Han Suk Ryu & Hoe Suk Kim & Seung Yeon Ryu & Sangeun Lee & Jong-Ho Cheun & Duck Kyun Yoo & Sumin , 2022. "Spatial epitranscriptomics reveals A-to-I editome specific to cancer stem cell microniches," Nature Communications, Nature, vol. 13(1), pages 1-12, 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:13:y:2022:i:1:d:10.1038_s41467-022-31376-3. 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.