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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
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    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
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