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Transcriptional programs of neoantigen-specific TIL in anti-PD-1-treated lung cancers

Author

Listed:
  • Justina X. Caushi

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Jiajia Zhang

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Zhicheng Ji

    (Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University
    Duke University School of Medicine)

  • Ajay Vaghasia

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Boyang Zhang

    (Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University)

  • Emily Han-Chung Hsiue

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins
    Johns Hopkins University)

  • Brian J. Mog

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins
    Johns Hopkins University)

  • Wenpin Hou

    (Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University)

  • Sune Justesen

    (Immunitrack)

  • Richard Blosser

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Ada Tam

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Valsamo Anagnostou

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Tricia R. Cottrell

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Queens University)

  • Haidan Guo

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Hok Yee Chan

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Dipika Singh

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Sampriti Thapa

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Arbor G. Dykema

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Poromendro Burman

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Begum Choudhury

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Luis Aparicio

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Laurene S. Cheung

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Mara Lanis

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Zineb Belcaid

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Margueritta El Asmar

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Peter B. Illei

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Rulin Wang

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Jennifer Meyers

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Kornel Schuebel

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Anuj Gupta

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Alyza Skaist

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Sarah Wheelan

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Jarushka Naidoo

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    RCSI University of Medicine and Health Science)

  • Kristen A. Marrone

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Malcolm Brock

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Jinny Ha

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Errol L. Bush

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Bernard J. Park

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine)

  • Matthew Bott

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine)

  • David R. Jones

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine)

  • Joshua E. Reuss

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Georgetown Lombardi Comprehensive Cancer Center at Georgetown University)

  • Victor E. Velculescu

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Jamie E. Chaft

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine)

  • Kenneth W. Kinzler

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins
    Johns Hopkins University)

  • Shibin Zhou

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins
    Johns Hopkins University)

  • Bert Vogelstein

    (Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
    Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins
    Johns Hopkins University)

  • Janis M. Taube

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Matthew D. Hellmann

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine)

  • Julie R. Brahmer

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Taha Merghoub

    (Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine
    Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center)

  • Patrick M. Forde

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Srinivasan Yegnasubramanian

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Hongkai Ji

    (Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University)

  • Drew M. Pardoll

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

  • Kellie N. Smith

    (Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins
    The Mark Center for Advanced Genomics and Imaging at Johns Hopkins
    Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins)

Abstract

PD-1 blockade unleashes CD8 T cells1, including those specific for mutation-associated neoantigens (MANA), but factors in the tumour microenvironment can inhibit these T cell responses. Single-cell transcriptomics have revealed global T cell dysfunction programs in tumour-infiltrating lymphocytes (TIL). However, the majority of TIL do not recognize tumour antigens2, and little is known about transcriptional programs of MANA-specific TIL. Here, we identify MANA-specific T cell clones using the MANA functional expansion of specific T cells assay3 in neoadjuvant anti-PD-1-treated non-small cell lung cancers (NSCLC). We use their T cell receptors as a ‘barcode’ to track and analyse their transcriptional programs in the tumour microenvironment using coupled single-cell RNA sequencing and T cell receptor sequencing. We find both MANA- and virus-specific clones in TIL, regardless of response, and MANA-, influenza- and Epstein–Barr virus-specific TIL each have unique transcriptional programs. Despite exposure to cognate antigen, MANA-specific TIL express an incompletely activated cytolytic program. MANA-specific CD8 T cells have hallmark transcriptional programs of tissue-resident memory (TRM) cells, but low levels of interleukin-7 receptor (IL-7R) and are functionally less responsive to interleukin-7 (IL-7) compared with influenza-specific TRM cells. Compared with those from responding tumours, MANA-specific clones from non-responding tumours express T cell receptors with markedly lower ligand-dependent signalling, are largely confined to HOBIThigh TRM subsets, and coordinately upregulate checkpoints, killer inhibitory receptors and inhibitors of T cell activation. These findings provide important insights for overcoming resistance to PD-1 blockade.

Suggested Citation

  • Justina X. Caushi & Jiajia Zhang & Zhicheng Ji & Ajay Vaghasia & Boyang Zhang & Emily Han-Chung Hsiue & Brian J. Mog & Wenpin Hou & Sune Justesen & Richard Blosser & Ada Tam & Valsamo Anagnostou & Tri, 2021. "Transcriptional programs of neoantigen-specific TIL in anti-PD-1-treated lung cancers," Nature, Nature, vol. 596(7870), pages 126-132, August.
  • Handle: RePEc:nat:nature:v:596:y:2021:i:7870:d:10.1038_s41586-021-03752-4
    DOI: 10.1038/s41586-021-03752-4
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    Cited by:

    1. Wolfgang Beckabir & Mi Zhou & Jin Seok Lee & Steven P. Vensko & Mark G. Woodcock & Hsing-Hui Wang & Sara E. Wobker & Gatphan Atassi & Alec D. Wilkinson & Kenneth Fowler & Leah M. Flick & Jeffrey S. Da, 2024. "Immune features are associated with response to neoadjuvant chemo-immunotherapy for muscle-invasive bladder cancer," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    2. Celina Tretter & Niklas Andrade Krätzig & Matteo Pecoraro & Sebastian Lange & Philipp Seifert & Clara Frankenberg & Johannes Untch & Gabriela Zuleger & Mathias Wilhelm & Daniel P. Zolg & Florian S. Dr, 2023. "Proteogenomic analysis reveals RNA as a source for tumor-agnostic neoantigen identification," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    3. Olivia Le Saux & Maude Ardin & Justine Berthet & Sarah Barrin & Morgane Bourhis & Justine Cinier & Yasmine Lounici & Isabelle Treilleux & Pierre-Alexandre Just & Guillaume Bataillon & Aude-Marie Savoy, 2024. "Immunomic longitudinal profiling of the NeoPembrOv trial identifies drivers of immunoresistance in high-grade ovarian carcinoma," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    4. Felix Drost & Yang An & Irene Bonafonte-Pardàs & Lisa M. Dratva & Rik G. H. Lindeboom & Muzlifah Haniffa & Sarah A. Teichmann & Fabian Theis & Mohammad Lotfollahi & Benjamin Schubert, 2024. "Multi-modal generative modeling for joint analysis of single-cell T cell receptor and gene expression data," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

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