IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-34041-x.html
   My bibliography  Save this article

DNA barcoding reveals ongoing immunoediting of clonal cancer populations during metastatic progression and immunotherapy response

Author

Listed:
  • Louise A. Baldwin

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Nenad Bartonicek

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Jessica Yang

    (Garvan Institute of Medical Research)

  • Sunny Z. Wu

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Niantao Deng

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Daniel L. Roden

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Chia-Ling Chan

    (Garvan Institute of Medical Research)

  • Ghamdan Al-Eryani

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Damien J. Zanker

    (University of Melbourne
    Peter MacCallum Cancer Centre)

  • Belinda S. Parker

    (University of Melbourne
    Peter MacCallum Cancer Centre)

  • Alexander Swarbrick

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

  • Simon Junankar

    (Garvan Institute of Medical Research
    Faculty of Medicine and Health, UNSW Sydney)

Abstract

Cancers evade the immune system through the process of cancer immunoediting. While immune checkpoint inhibitors are effective for reactivating tumour immunity in some cancer types, many other solid cancers, including breast cancer, remain largely non-responsive. Understanding how non-responsive cancers evade immunity and whether this occurs at the clonal level will improve immunotherapeutic design. Here we use DNA barcoding to track murine mammary cancer cell clones during immunoediting and determine clonal transcriptional profiles that allow immune evasion following anti-PD1 plus anti-CTLA4 immunotherapy. Clonal diversity is significantly restricted by immunotherapy treatment in both primary tumours and metastases, demonstrating selection for pre-existing breast cancer cell populations and ongoing immunoediting during metastasis and treatment. Immunotherapy resistant clones express a common gene signature associated with poor survival of basal-like breast cancer patient cohorts. At least one of these genes has an existing small molecule that can potentially be used to improve immunotherapy response.

Suggested Citation

  • Louise A. Baldwin & Nenad Bartonicek & Jessica Yang & Sunny Z. Wu & Niantao Deng & Daniel L. Roden & Chia-Ling Chan & Ghamdan Al-Eryani & Damien J. Zanker & Belinda S. Parker & Alexander Swarbrick & S, 2022. "DNA barcoding reveals ongoing immunoediting of clonal cancer populations during metastatic progression and immunotherapy response," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34041-x
    DOI: 10.1038/s41467-022-34041-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-34041-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-34041-x?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. Gloria V. Echeverria & Emily Powell & Sahil Seth & Zhongqi Ge & Alessandro Carugo & Christopher Bristow & Michael Peoples & Frederick Robinson & Huan Qiu & Jiansu Shao & Sabrina L. Jeter-Jones & Xiaom, 2018. "High-resolution clonal mapping of multi-organ metastasis in triple negative breast cancer," Nature Communications, Nature, vol. 9(1), pages 1-17, December.
    2. Robert T. Manguso & Hans W. Pope & Margaret D. Zimmer & Flavian D. Brown & Kathleen B. Yates & Brian C. Miller & Natalie B. Collins & Kevin Bi & Martin W. LaFleur & Vikram R. Juneja & Sarah A. Weiss &, 2017. "In vivo CRISPR screening identifies Ptpn2 as a cancer immunotherapy target," Nature, Nature, vol. 547(7664), pages 413-418, July.
    3. Hirokazu Matsushita & Matthew D. Vesely & Daniel C. Koboldt & Charles G. Rickert & Ravindra Uppaluri & Vincent J. Magrini & Cora D. Arthur & J. Michael White & Yee-Shiuan Chen & Lauren K. Shea & Jasre, 2012. "Cancer exome analysis reveals a T-cell-dependent mechanism of cancer immunoediting," Nature, Nature, vol. 482(7385), pages 400-404, February.
    4. Keith A. Lawson & Cristovão M. Sousa & Xiaoyu Zhang & Eiru Kim & Rummy Akthar & Joseph J. Caumanns & Yuxi Yao & Nicholas Mikolajewicz & Catherine Ross & Kevin R. Brown & Abdelrahman Abou Zid & Zi Peng, 2020. "Functional genomic landscape of cancer-intrinsic evasion of killing by T cells," Nature, Nature, vol. 586(7827), pages 120-126, October.
    5. D. Merino & T. S. Weber & A. Serrano & F. Vaillant & K. Liu & B. Pal & L. Stefano & J. Schreuder & D. Lin & Y. Chen & M. L. Asselin-Labat & T. N. Schumacher & D. Cameron & G. K. Smyth & A. T. Papenfus, 2019. "Publisher Correction: Barcoding reveals complex clonal behavior in patient-derived xenografts of metastatic triple negative breast cancer," Nature Communications, Nature, vol. 10(1), pages 1-2, December.
    6. Christina Curtis & Sohrab P. Shah & Suet-Feung Chin & Gulisa Turashvili & Oscar M. Rueda & Mark J. Dunning & Doug Speed & Andy G. Lynch & Shamith Samarajiwa & Yinyin Yuan & Stefan Gräf & Gavin Ha & Gh, 2012. "The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups," Nature, Nature, vol. 486(7403), pages 346-352, June.
    7. Maria Ouzounova & Eunmi Lee & Raziye Piranlioglu & Abdeljabar El Andaloussi & Ravindra Kolhe & Mehmet F. Demirci & Daniela Marasco & Iskander Asm & Ahmed Chadli & Khaled A. Hassan & Muthusamy Thangara, 2017. "Monocytic and granulocytic myeloid derived suppressor cells differentially regulate spatiotemporal tumour plasticity during metastatic cascade," Nature Communications, Nature, vol. 8(1), pages 1-13, April.
    8. Mirjana Efremova & Dietmar Rieder & Victoria Klepsch & Pornpimol Charoentong & Francesca Finotello & Hubert Hackl & Natascha Hermann-Kleiter & Martin Löwer & Gottfried Baier & Anne Krogsdam & Zlatko T, 2018. "Targeting immune checkpoints potentiates immunoediting and changes the dynamics of tumor evolution," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    9. Na Luo & Mellissa J. Nixon & Paula I. Gonzalez-Ericsson & Violeta Sanchez & Susan R. Opalenik & Huili Li & Cynthia A. Zahnow & Michael L. Nickels & Fei Liu & Mohammed N. Tantawy & Melinda E. Sanders &, 2018. "DNA methyltransferase inhibition upregulates MHC-I to potentiate cytotoxic T lymphocyte responses in breast cancer," Nature Communications, Nature, vol. 9(1), pages 1-11, December.
    10. Elvin Wagenblast & Mar Soto & Sara Gutiérrez-Ángel & Christina A. Hartl & Annika L. Gable & Ashley R. Maceli & Nicolas Erard & Alissa M. Williams & Sun Y. Kim & Steffen Dickopf & J. Chuck Harrell & An, 2015. "A model of breast cancer heterogeneity reveals vascular mimicry as a driver of metastasis," Nature, Nature, vol. 520(7547), pages 358-362, April.
    11. Catherine M. Koebel & William Vermi & Jeremy B. Swann & Nadeen Zerafa & Scott J. Rodig & Lloyd J. Old & Mark J. Smyth & Robert D. Schreiber, 2007. "Adaptive immunity maintains occult cancer in an equilibrium state," Nature, Nature, vol. 450(7171), pages 903-907, December.
    12. Jason B. Williams & Shuyin Li & Emily F. Higgs & Alexandra Cabanov & Xiaozhong Wang & Haochu Huang & Thomas F. Gajewski, 2020. "Tumor heterogeneity and clonal cooperation influence the immune selection of IFN-γ-signaling mutant cancer cells," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    13. D. Merino & T. S. Weber & A. Serrano & F. Vaillant & K. Liu & B. Pal & L. Stefano & J. Schreuder & D. Lin & Y. Chen & M. L. Asselin-Labat & T. N. Schumacher & D. Cameron & G. K. Smyth & A. T. Papenfus, 2019. "Barcoding reveals complex clonal behavior in patient-derived xenografts of metastatic triple negative breast cancer," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    14. Shashank J. Patel & Neville E. Sanjana & Rigel J. Kishton & Arash Eidizadeh & Suman K. Vodnala & Maggie Cam & Jared J. Gartner & Li Jia & Seth M. Steinberg & Tori N. Yamamoto & Anand S. Merchant & Gau, 2017. "Identification of essential genes for cancer immunotherapy," Nature, Nature, vol. 548(7669), pages 537-542, August.
    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. F. Nadalin & M. J. Marzi & M. Pirra Piscazzi & P. Fuentes-Bravo & S. Procaccia & M. Climent & P. Bonetti & C. Rubolino & B. Giuliani & I. Papatheodorou & J. C. Marioni & F. Nicassio, 2024. "Multi-omic lineage tracing predicts the transcriptional, epigenetic and genetic determinants of cancer evolution," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    2. Nina Frey & Luigi Tortola & David Egli & Sharan Janjuha & Tanja Rothgangl & Kim Fabiano Marquart & Franziska Ampenberger & Manfred Kopf & Gerald Schwank, 2022. "Loss of Rnf31 and Vps4b sensitizes pancreatic cancer to T cell-mediated killing," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    3. Peter Eirew & Ciara O’Flanagan & Jerome Ting & Sohrab Salehi & Jazmine Brimhall & Beixi Wang & Justina Biele & Teresa Algara & So Ra Lee & Corey Hoang & Damian Yap & Steven McKinney & Cherie Bates & E, 2022. "Accurate determination of CRISPR-mediated gene fitness in transplantable tumours," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    4. Dzana Dervovic & Ahmad A. Malik & Edward L. Y. Chen & Masahiro Narimatsu & Nina Adler & Somaieh Afiuni-Zadeh & Dagmar Krenbek & Sebastien Martinez & Ricky Tsai & Jonathan Boucher & Jacob M. Berman & K, 2023. "In vivo CRISPR screens reveal Serpinb9 and Adam2 as regulators of immune therapy response in lung cancer," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    5. Julia Joung & Paul C. Kirchgatterer & Ankita Singh & Jang H. Cho & Suchita P. Nety & Rebecca C. Larson & Rhiannon K. Macrae & Rebecca Deasy & Yuen-Yi Tseng & Marcela V. Maus & Feng Zhang, 2022. "CRISPR activation screen identifies BCL-2 proteins and B3GNT2 as drivers of cancer resistance to T cell-mediated cytotoxicity," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    6. Tian-Yu Song & Min Long & Hai-Xin Zhao & Miao-Wen Zou & Hong-Jie Fan & Yang Liu & Chen-Lu Geng & Min-Fang Song & Yu-Feng Liu & Jun-Yi Chen & Yu-Lin Yang & Wen-Rong Zhou & Da-Wei Huang & Bo Peng & Zhen, 2021. "Tumor evolution selectively inactivates the core microRNA machinery for immune evasion," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    7. Martin Lauss & Bengt Phung & Troels Holz Borch & Katja Harbst & Kamila Kaminska & Anna Ebbesson & Ingrid Hedenfalk & Joan Yuan & Kari Nielsen & Christian Ingvar & Ana Carneiro & Karolin Isaksson & Kri, 2024. "Molecular patterns of resistance to immune checkpoint blockade in melanoma," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    8. Qiuchen Guo & Milos Spasic & Adam G. Maynard & Gregory J. Goreczny & Amanuel Bizuayehu & Jessica F. Olive & Peter Galen & Sandra S. McAllister, 2022. "Clonal barcoding with qPCR detection enables live cell functional analyses for cancer research," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    9. Humberto Contreras-Trujillo & Jiya Eerdeng & Samir Akre & Du Jiang & Jorge Contreras & Basia Gala & Mary C. Vergel-Rodriguez & Yeachan Lee & Aparna Jorapur & Areen Andreasian & Lisa Harton & Charles S, 2021. "Deciphering intratumoral heterogeneity using integrated clonal tracking and single-cell transcriptome analyses," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    10. Stefanie Hiltbrunner & Lena Cords & Sabrina Kasser & Sandra N. Freiberger & Susanne Kreutzer & Nora C. Toussaint & Linda Grob & Isabelle Opitz & Michael Messerli & Martin Zoche & Alex Soltermann & Mar, 2023. "Acquired resistance to anti-PD1 therapy in patients with NSCLC associates with immunosuppressive T cell phenotype," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    11. Irineos Papakyriacou & Ginte Kutkaite & Marta Rúbies Bedós & Divya Nagarajan & Liam P. Alford & Michael P. Menden & Yumeng Mao, 2024. "Loss of NEDD8 in cancer cells causes vulnerability to immune checkpoint blockade in triple-negative breast cancer," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    12. Christos Miliotis & Yuling Ma & Xanthi-Lida Katopodi & Dimitra Karagkouni & Eleni Kanata & Kaia Mattioli & Nikolas Kalavros & Yered H. Pita-Juárez & Felipe Batalini & Varune R. Ramnarine & Shivani Nan, 2024. "Determinants of gastric cancer immune escape identified from non-coding immune-landscape quantitative trait loci," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    13. John P. Finnigan & Jenna H. Newman & Yury Patskovsky & Larysa Patskovska & Andrew S. Ishizuka & Geoffrey M. Lynn & Robert A. Seder & Michelle Krogsgaard & Nina Bhardwaj, 2024. "Structural basis for self-discrimination by neoantigen-specific TCRs," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    14. Dario Zimmerli & Chiara S. Brambillasca & Francien Talens & Jinhyuk Bhin & Renske Linstra & Lou Romanens & Arkajyoti Bhattacharya & Stacey E. P. Joosten & Ana Moises Silva & Nuno Padrao & Max D. Welle, 2022. "MYC promotes immune-suppression in triple-negative breast cancer via inhibition of interferon signaling," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    15. Bing He & Yao Xiao & Haodong Liang & Qianhui Huang & Yuheng Du & Yijun Li & David Garmire & Duxin Sun & Lana X. Garmire, 2023. "ASGARD is A Single-cell Guided Pipeline to Aid Repurposing of Drugs," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    16. Azucena Ramos & Catherine E. Koch & Yunpeng Liu-Lupo & Riley D. Hellinger & Taeyoon Kyung & Keene L. Abbott & Julia Fröse & Daniel Goulet & Khloe S. Gordon & Keith P. Eidell & Paul Leclerc & Charles A, 2023. "Leukemia-intrinsic determinants of CAR-T response revealed by iterative in vivo genome-wide CRISPR screening," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    17. Aleix Prat & Fara Brasó-Maristany & Olga Martínez-Sáez & Esther Sanfeliu & Youli Xia & Meritxell Bellet & Patricia Galván & Débora Martínez & Tomás Pascual & Mercedes Marín-Aguilera & Anna Rodríguez &, 2023. "Circulating tumor DNA reveals complex biological features with clinical relevance in metastatic breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    18. D.S. Baek & T.H. Chung & Y.H. Kim & S.K. Oh & K.M. So & C. Park, 2017. "Changes in regulatory T cells in dogs with B-cell lymphoma and association with clinical tumour stage," Veterinární medicína, Czech Academy of Agricultural Sciences, vol. 62(12), pages 647-653.
    19. Hailin Tu & Weihang Xiong & Jie Zhang & Xueqiang Zhao & Xin Lin, 2022. "Tyrosine phosphorylation regulates RIPK1 activity to limit cell death and inflammation," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    20. Shane T. Killarney & Rachel Washart & Ryan S. Soderquist & Jacob P. Hoj & Jamie Lebhar & Kevin H. Lin & Kris C. Wood, 2023. "Executioner caspases restrict mitochondrial RNA-driven Type I IFN induction during chemotherapy-induced apoptosis," Nature Communications, Nature, vol. 14(1), pages 1-13, 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_s41467-022-34041-x. 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.