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Acquired resistance to anti-PD1 therapy in patients with NSCLC associates with immunosuppressive T cell phenotype

Author

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  • Stefanie Hiltbrunner

    (University Hospital Zurich
    University Hospital Zurich
    University of Zurich
    University of Fribourg, Faculty of Science and Medicine)

  • Lena Cords

    (University of Zurich
    University of Zurich
    ETH Zurich
    ETH Zurich and University of Zurich)

  • Sabrina Kasser

    (University Hospital Zurich
    University of Zurich)

  • Sandra N. Freiberger

    (University Hospital Zurich)

  • Susanne Kreutzer

    (ETH and University of Zurich)

  • Nora C. Toussaint

    (ETH Zurich
    SIB Swiss Institute of Bioinformatics)

  • Linda Grob

    (ETH Zurich
    SIB Swiss Institute of Bioinformatics)

  • Isabelle Opitz

    (University Hospital Zurich)

  • Michael Messerli

    (University of Zurich
    University Hospital Zurich)

  • Martin Zoche

    (University Hospital Zurich)

  • Alex Soltermann

    (University Hospital Zurich
    Pathologie Länggasse)

  • Markus Rechsteiner

    (University Hospital Zurich)

  • Maries Broek

    (University of Zurich
    University of Zurich)

  • Bernd Bodenmiller

    (University of Zurich
    University of Zurich
    ETH Zurich)

  • Alessandra Curioni-Fontecedro

    (University Hospital Zurich
    University Hospital Zurich
    University of Zurich
    University of Fribourg, Faculty of Science and Medicine)

Abstract

Immune checkpoint inhibitor treatment has the potential to prolong survival in non-small cell lung cancer (NSCLC), however, some of the patients develop resistance following initial response. Here, we analyze the immune phenotype of matching tumor samples from a cohort of NSCLC patients showing good initial response to immune checkpoint inhibitors, followed by acquired resistance at later time points. By using imaging mass cytometry and whole exome and RNA sequencing, we detect two patterns of resistance¨: One group of patients is characterized by reduced numbers of tumor-infiltrating CD8+ T cells and reduced expression of PD-L1 after development of resistance, whereas the other group shows high CD8+ T cell infiltration and high expression of PD-L1 in addition to markedly elevated expression of other immune-inhibitory molecules. In two cases, we detect downregulation of type I and II IFN pathways following progression to resistance, which could lead to an impaired anti-tumor immune response. This study thus captures the development of immune checkpoint inhibitor resistance as it progresses and deepens our mechanistic understanding of immunotherapy response in NSCLC.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-40745-5
    DOI: 10.1038/s41467-023-40745-5
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    as
    1. David H. Peng & Bertha Leticia Rodriguez & Lixia Diao & Limo Chen & Jing Wang & Lauren A. Byers & Ying Wei & Harold A. Chapman & Mitsuo Yamauchi & Carmen Behrens & Gabriela Raso & Luisa Maren Solis So, 2020. "Collagen promotes anti-PD-1/PD-L1 resistance in cancer through LAIR1-dependent CD8+ T cell exhaustion," Nature Communications, Nature, vol. 11(1), pages 1-18, December.
    2. Roy S. Herbst & Jean-Charles Soria & Marcin Kowanetz & Gregg D. Fine & Omid Hamid & Michael S. Gordon & Jeffery A. Sosman & David F. McDermott & John D. Powderly & Scott N. Gettinger & Holbrook E. K. , 2014. "Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients," Nature, Nature, vol. 515(7528), pages 563-567, November.
    3. Thomas Powles & Joseph Paul Eder & Gregg D. Fine & Fadi S. Braiteh & Yohann Loriot & Cristina Cruz & Joaquim Bellmunt & Howard A. Burris & Daniel P. Petrylak & Siew-leng Teng & Xiaodong Shen & Zachary, 2014. "MPDL3280A (anti-PD-L1) treatment leads to clinical activity in metastatic bladder cancer," Nature, Nature, vol. 515(7528), pages 558-562, November.
    4. Matthew M. Gubin & Xiuli Zhang & Heiko Schuster & Etienne Caron & Jeffrey P. Ward & Takuro Noguchi & Yulia Ivanova & Jasreet Hundal & Cora D. Arthur & Willem-Jan Krebber & Gwenn E. Mulder & Mireille T, 2014. "Checkpoint blockade cancer immunotherapy targets tumour-specific mutant antigens," Nature, Nature, vol. 515(7528), pages 577-581, November.
    5. 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.
    6. Shohei Koyama & Esra A. Akbay & Yvonne Y. Li & Grit S. Herter-Sprie & Kevin A. Buczkowski & William G. Richards & Leena Gandhi & Amanda J. Redig & Scott J. Rodig & Hajime Asahina & Robert E. Jones & M, 2016. "Adaptive resistance to therapeutic PD-1 blockade is associated with upregulation of alternative immune checkpoints," Nature Communications, Nature, vol. 7(1), pages 1-9, April.
    7. Hiroki Ishikawa & Zhe Ma & Glen N. Barber, 2009. "STING regulates intracellular DNA-mediated, type I interferon-dependent innate immunity," Nature, Nature, vol. 461(7265), pages 788-792, October.
    8. Daniel S. Chen & Ira Mellman, 2017. "Elements of cancer immunity and the cancer–immune set point," Nature, Nature, vol. 541(7637), pages 321-330, January.
    9. Hartland W. Jackson & Jana R. Fischer & Vito R. T. Zanotelli & H. Raza Ali & Robert Mechera & Savas D. Soysal & Holger Moch & Simone Muenst & Zsuzsanna Varga & Walter P. Weber & Bernd Bodenmiller, 2020. "The single-cell pathology landscape of breast cancer," Nature, Nature, vol. 578(7796), pages 615-620, February.
    10. Daniel L. Barber & E. John Wherry & David Masopust & Baogong Zhu & James P. Allison & Arlene H. Sharpe & Gordon J. Freeman & Rafi Ahmed, 2006. "Restoring function in exhausted CD8 T cells during chronic viral infection," Nature, Nature, vol. 439(7077), pages 682-687, February.
    11. 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.
    12. K. G. Paulson & V. Voillet & M. S. McAfee & D. S. Hunter & F. D. Wagener & M. Perdicchio & W. J. Valente & S. J. Koelle & C. D. Church & N. Vandeven & H. Thomas & A. G. Colunga & J. G. Iyer & C. Yee &, 2018. "Acquired cancer resistance to combination immunotherapy from transcriptional loss of class I HLA," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

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