IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-45292-1.html
   My bibliography  Save this article

Converging and evolving immuno-genomic routes toward immune escape in breast cancer

Author

Listed:
  • Juan Blanco-Heredia

    (Germans Trias i Pujol University Hospital
    Germans Trias i Pujol Research Institute (IGTP)
    Memorial Sloan Kettering Cancer Center)

  • Carla Anjos Souza

    (Germans Trias i Pujol University Hospital
    Germans Trias i Pujol Research Institute (IGTP))

  • Juan L. Trincado

    (Centro Nacional de Análisis Genómico (CNAG)
    Josep Carreras Leukemia Research Institute)

  • Maria Gonzalez-Cao

    (Quironsalud Group)

  • Samuel Gonçalves-Ribeiro

    (Vall d’Hebron University Hospital)

  • Sara Ruiz Gil

    (Centro Nacional de Análisis Genómico (CNAG))

  • Dmytro Pravdyvets

    (Omniscope)

  • Samandhy Cedeño

    (Germans Trias i Pujol University Hospital)

  • Maurizio Callari

    (Cancer Research UK Cambridge Institute, Robinson Way)

  • Antonio Marra

    (Memorial Sloan Kettering Cancer Center)

  • Andrea M. Gazzo

    (Memorial Sloan Kettering Cancer Center)

  • Britta Weigelt

    (Memorial Sloan Kettering Cancer Center)

  • Fresia Pareja

    (Memorial Sloan Kettering Cancer Center)

  • Theodore Vougiouklakis

    (Memorial Sloan Kettering Cancer Center)

  • Achim A. Jungbluth

    (Memorial Sloan Kettering Cancer Center)

  • Rafael Rosell

    (Quironsalud Group)

  • Christian Brander

    (Germans Trias i Pujol University Hospital
    ICREA, Passeig de Lluís Companys, 23
    Universitat de Vic-Universitat Central de Catalunya)

  • Francesc Tresserra

    (Quironsalud Group)

  • Jorge S. Reis-Filho

    (Memorial Sloan Kettering Cancer Center)

  • Daniel Guimarães Tiezzi

    (Ribeirao Preto Medical School, University of Sao Paulo
    Union of the Colleges of the Great Lakes (UNILAGO))

  • Nuria de la Iglesia

    (Germans Trias i Pujol University Hospital)

  • Holger Heyn

    (Centro Nacional de Análisis Genómico (CNAG)
    Omniscope)

  • Leticia De Mattos-Arruda

    (Germans Trias i Pujol University Hospital
    Germans Trias i Pujol Research Institute (IGTP))

Abstract

The interactions between tumor and immune cells along the course of breast cancer progression remain largely unknown. Here, we extensively characterize multiple sequential and parallel multiregion tumor and blood specimens of an index patient and a cohort of metastatic triple-negative breast cancers. We demonstrate that a continuous increase in tumor genomic heterogeneity and distinct molecular clocks correlated with resistance to treatment, eventually allowing tumors to escape from immune control. TCR repertoire loses diversity over time, leading to convergent evolution as breast cancer progresses. Although mixed populations of effector memory and cytotoxic single T cells coexist in the peripheral blood, defects in the antigen presentation machinery coupled with subdued T cell recruitment into metastases are observed, indicating a potent immune avoidance microenvironment not compatible with an effective antitumor response in lethal metastatic disease. Our results demonstrate that the immune responses against cancer are not static, but rather follow dynamic processes that match cancer genomic progression, illustrating the complex nature of tumor and immune cell interactions.

Suggested Citation

  • Juan Blanco-Heredia & Carla Anjos Souza & Juan L. Trincado & Maria Gonzalez-Cao & Samuel Gonçalves-Ribeiro & Sara Ruiz Gil & Dmytro Pravdyvets & Samandhy Cedeño & Maurizio Callari & Antonio Marra & An, 2024. "Converging and evolving immuno-genomic routes toward immune escape in breast cancer," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45292-1
    DOI: 10.1038/s41467-024-45292-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-45292-1
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-45292-1?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. Mikhail Shugay & Dmitriy V Bagaev & Maria A Turchaninova & Dmitriy A Bolotin & Olga V Britanova & Ekaterina V Putintseva & Mikhail V Pogorelyy & Vadim I Nazarov & Ivan V Zvyagin & Vitalina I Kirgizova, 2015. "VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires," PLOS Computational Biology, Public Library of Science, vol. 11(11), pages 1-16, November.
    2. Moritz Gerstung & Clemency Jolly & Ignaty Leshchiner & Stefan C. Dentro & Santiago Gonzalez & Daniel Rosebrock & Thomas J. Mitchell & Yulia Rubanova & Pavana Anur & Kaixian Yu & Maxime Tarabichi & Ami, 2020. "The evolutionary history of 2,658 cancers," Nature, Nature, vol. 578(7793), pages 122-128, February.
    3. Rachel Rosenthal & Elizabeth Larose Cadieux & Roberto Salgado & Maise Al Bakir & David A. Moore & Crispin T. Hiley & Tom Lund & Miljana Tanić & James L. Reading & Kroopa Joshi & Jake Y. Henry & Ehsan , 2019. "Neoantigen-directed immune escape in lung cancer evolution," Nature, Nature, vol. 567(7749), pages 479-485, March.
    4. Fresia Pareja & Alissa H. Brandes & Thais Basili & Pier Selenica & Felipe C. Geyer & Dan Fan & Arnaud Da Cruz Paula & Rahul Kumar & David N. Brown & Rodrigo Gularte-Mérida & Barbara Alemar & Rui Bi & , 2018. "Loss-of-function mutations in ATP6AP1 and ATP6AP2 in granular cell tumors," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    5. Shelly Kalaora & Joo Sang Lee & Eilon Barnea & Ronen Levy & Polina Greenberg & Michal Alon & Gal Yagel & Gitit Bar Eli & Roni Oren & Aviyah Peri & Sushant Patkar & Lital Bitton & Steven A. Rosenberg &, 2020. "Immunoproteasome expression is associated with better prognosis and response to checkpoint therapies in melanoma," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    6. Felipe C. Geyer & Anqi Li & Anastasios D. Papanastasiou & Alison Smith & Pier Selenica & Kathleen A. Burke & Marcia Edelweiss & Huei-Chi Wen & Salvatore Piscuoglio & Anne M. Schultheis & Luciano G. Ma, 2018. "Recurrent hotspot mutations in HRAS Q61 and PI3K-AKT pathway genes as drivers of breast adenomyoepitheliomas," Nature Communications, Nature, vol. 9(1), pages 1-16, December.
    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. Xiang Ge Luo & Jack Kuipers & Niko Beerenwinkel, 2023. "Joint inference of exclusivity patterns and recurrent trajectories from tumor mutation trees," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    2. Jani Huuhtanen & Dipabarna Bhattacharya & Tapio Lönnberg & Matti Kankainen & Cassandra Kerr & Jason Theodoropoulos & Hanna Rajala & Carmelo Gurnari & Tiina Kasanen & Till Braun & Antonella Teramo & Re, 2022. "Single-cell characterization of leukemic and non-leukemic immune repertoires in CD8+ T-cell large granular lymphocytic leukemia," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    3. 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.
    4. Mei Zhao & Tianxiao Wang & Frederico O. Gleber-Netto & Zhen Chen & Daniel J. McGrail & Javier A. Gomez & Wutong Ju & Mayur A. Gadhikar & Wencai Ma & Li Shen & Qi Wang & Ximing Tang & Sen Pathak & Mari, 2024. "Mutant p53 gains oncogenic functions through a chromosomal instability-induced cytosolic DNA response," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    5. Yiqun Zhang & Fengju Chen & Darshan S. Chandrashekar & Sooryanarayana Varambally & Chad J. Creighton, 2022. "Proteogenomic characterization of 2002 human cancers reveals pan-cancer molecular subtypes and associated pathways," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    6. Kerry J. Laing & Werner J. D. Ouwendijk & Victoria L. Campbell & Christopher L. McClurkan & Shahin Mortazavi & Michael Elder Waters & Maxwell P. Krist & Richard Tu & Nhi Nguyen & Krithi Basu & Congron, 2022. "Selective retention of virus-specific tissue-resident T cells in healed skin after recovery from herpes zoster," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    7. Luan Nguyen & Arne Hoeck & Edwin Cuppen, 2022. "Machine learning-based tissue of origin classification for cancer of unknown primary diagnostics using genome-wide mutation features," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    8. Philip East & Gavin P. Kelly & Dhruva Biswas & Michela Marani & David C. Hancock & Todd Creasy & Kris Sachsenmeier & Charles Swanton & Julian Downward & Sophie de Carné Trécesson, 2022. "RAS oncogenic activity predicts response to chemotherapy and outcome in lung adenocarcinoma," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    9. Huapan Fang & Zhaopei Guo & Jie Chen & Lin Lin & Yingying Hu & Yanhui Li & Huayu Tian & Xuesi Chen, 2021. "Combination of epigenetic regulation with gene therapy-mediated immune checkpoint blockade induces anti-tumour effects and immune response in vivo," Nature Communications, Nature, vol. 12(1), pages 1-19, December.
    10. Antonella Teramo & Andrea Binatti & Elena Ciabatti & Gianluca Schiavoni & Giulia Tarrini & Gregorio Barilà & Giulia Calabretto & Cristina Vicenzetto & Vanessa Rebecca Gasparini & Monica Facco & Iacopo, 2022. "Defining TCRγδ lymphoproliferative disorders by combined immunophenotypic and molecular evaluation," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    11. Michael D. Keller & Stefan A. Schattgen & Shanmuganathan Chandrakasan & E. Kaitlynn Allen & Mariah A. Jensen-Wachspress & Christopher A. Lazarski & Muna Qayed & Haili Lang & Patrick J. Hanley & Jay Ta, 2024. "Secondary bone marrow graft loss after third-party virus-specific T cell infusion: Case report of a rare complication," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    12. Naser Ansari-Pour & Yonglan Zheng & Toshio F. Yoshimatsu & Ayodele Sanni & Mustapha Ajani & Jean-Baptiste Reynier & Avraam Tapinos & Jason J. Pitt & Stefan Dentro & Anna Woodard & Padma Sheila Rajagop, 2021. "Whole-genome analysis of Nigerian patients with breast cancer reveals ethnic-driven somatic evolution and distinct genomic subtypes," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    13. 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.
    14. Sijia Cui & Nicholas McGranahan & Jing Gao & Peng Chen & Wei Jiang & Lingrong Yang & Li Ma & Junfang Liao & Tian Xie & Congying Xie & Tariq Enver & Shixiu Wu, 2023. "Tracking the evolution of esophageal squamous cell carcinoma under dynamic immune selection by multi-omics sequencing," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    15. Zicheng Wang & Yunong Xia & Lauren Mills & Athanasios N. Nikolakopoulos & Nicole Maeser & Scott M. Dehm & Jason M. Sheltzer & Ruping Sun, 2024. "Evolving copy number gains promote tumor expansion and bolster mutational diversification," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    16. Fengju Chen & Yiqun Zhang & Darshan S. Chandrashekar & Sooryanarayana Varambally & Chad J. Creighton, 2023. "Global impact of somatic structural variation on the cancer proteome," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    17. Zhongchao Li & Jing Liu & Bo Zhang & Jinbo Yue & Xuetao Shi & Kai Cui & Zhaogang Liu & Zhibin Chang & Zhicheng Sun & Mingming Li & Yue Yang & Zhao Ma & Lei Li & Chengsheng Zhang & Pengfei Sun & Jingta, 2024. "Neoadjuvant tislelizumab plus stereotactic body radiotherapy and adjuvant tislelizumab in early-stage resectable hepatocellular carcinoma: the Notable-HCC phase 1b trial," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    18. Chandler D. Gatenbee & Ann-Marie Baker & Ryan O. Schenck & Maximilian Strobl & Jeffrey West & Margarida P. Neves & Sara Yakub Hasan & Eszter Lakatos & Pierre Martinez & William C. H. Cross & Marnix Ja, 2022. "Immunosuppressive niche engineering at the onset of human colorectal cancer," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    19. Mike B. Barnkob & Yale S. Michaels & Violaine André & Philip S. Macklin & Uzi Gileadi & Salvatore Valvo & Margarida Rei & Corinna Kulicke & Ji-Li Chen & Vitul Jain & Victoria K. Woodcock & Huw Colin-Y, 2024. "Semaphorin 3A causes immune suppression by inducing cytoskeletal paralysis in tumour-specific CD8+ T cells," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    20. Song Li & Wenbin Yu & Fei Xie & Haitao Luo & Zhimin Liu & Weiwei Lv & Duanbo Shi & Dexin Yu & Peng Gao & Cheng Chen & Meng Wei & Wenhao Zhou & Jiaqian Wang & Zhikun Zhao & Xin Dai & Qian Xu & Xue Zhan, 2023. "Neoadjuvant therapy with immune checkpoint blockade, antiangiogenesis, and chemotherapy for locally advanced gastric cancer," Nature Communications, Nature, vol. 14(1), pages 1-16, 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:15:y:2024:i:1:d:10.1038_s41467-024-45292-1. 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.