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T-cell invigoration to tumour burden ratio associated with anti-PD-1 response

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  • Alexander C. Huang

    (Perelman School of Medicine, University of Pennsylvania
    Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania)

  • Michael A. Postow

    (Memorial Sloan Kettering Cancer Center
    Weill Cornell Medical College)

  • Robert J. Orlowski

    (Perelman School of Medicine, University of Pennsylvania
    Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania)

  • Rosemarie Mick

    (Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Bertram Bengsch

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Sasikanth Manne

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Wei Xu

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Shannon Harmon

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Josephine R. Giles

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Brandon Wenz

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Matthew Adamow

    (Immune Monitoring Facility, Ludwig Center for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center)

  • Deborah Kuk

    (Memorial Sloan Kettering Cancer Center)

  • Katherine S. Panageas

    (Memorial Sloan Kettering Cancer Center)

  • Cristina Carrera

    (Memorial Sloan Kettering Cancer Center
    Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona and Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER))

  • Phillip Wong

    (Immune Monitoring Facility, Ludwig Center for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center
    Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center)

  • Felix Quagliarello

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Bradley Wubbenhorst

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Kurt D’Andrea

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Kristen E. Pauken

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Ramin S. Herati

    (Perelman School of Medicine, University of Pennsylvania
    Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Ryan P. Staupe

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Jason M. Schenkel

    (Brigham and Women’s Hospital)

  • Suzanne McGettigan

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Shawn Kothari

    (Perelman School of Medicine, University of Pennsylvania)

  • Sangeeth M. George

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Robert H. Vonderheide

    (Perelman School of Medicine, University of Pennsylvania
    Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania)

  • Ravi K. Amaravadi

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Giorgos C. Karakousis

    (Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Lynn M. Schuchter

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • Xiaowei Xu

    (Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

  • Katherine L. Nathanson

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania)

  • Jedd D. Wolchok

    (Memorial Sloan Kettering Cancer Center
    Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center)

  • Tara C. Gangadhar

    (Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania)

  • E. John Wherry

    (Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
    Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
    Parker Institute for Cancer Immunotherapy at University of Pennsylvania
    Perelman School of Medicine, University of Pennsylvania)

Abstract

Despite the success of monotherapies based on blockade of programmed cell death 1 (PD-1) in human melanoma, most patients do not experience durable clinical benefit. Pre-existing T-cell infiltration and/or the presence of PD-L1 in tumours may be used as indicators of clinical response; however, blood-based profiling to understand the mechanisms of PD-1 blockade has not been widely explored. Here we use immune profiling of peripheral blood from patients with stage IV melanoma before and after treatment with the PD-1-targeting antibody pembrolizumab and identify pharmacodynamic changes in circulating exhausted-phenotype CD8 T cells (Tex cells). Most of the patients demonstrated an immunological response to pembrolizumab. Clinical failure in many patients was not solely due to an inability to induce immune reinvigoration, but rather resulted from an imbalance between T-cell reinvigoration and tumour burden. The magnitude of reinvigoration of circulating Tex cells determined in relation to pretreatment tumour burden correlated with clinical response. By focused profiling of a mechanistically relevant circulating T-cell subpopulation calibrated to pretreatment disease burden, we identify a clinically accessible potential on-treatment predictor of response to PD-1 blockade.

Suggested Citation

  • Alexander C. Huang & Michael A. Postow & Robert J. Orlowski & Rosemarie Mick & Bertram Bengsch & Sasikanth Manne & Wei Xu & Shannon Harmon & Josephine R. Giles & Brandon Wenz & Matthew Adamow & Debora, 2017. "T-cell invigoration to tumour burden ratio associated with anti-PD-1 response," Nature, Nature, vol. 545(7652), pages 60-65, May.
  • Handle: RePEc:nat:nature:v:545:y:2017:i:7652:d:10.1038_nature22079
    DOI: 10.1038/nature22079
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    2. Ghanizadeh, Mojtaba & Shariatpanahi, Seyed Peyman & Goliaei, Bahram & Rüegg, Curzio, 2021. "Mathematical modeling approach of cancer immunoediting reveals new insights in targeted-therapy and timing plan of cancer treatment," Chaos, Solitons & Fractals, Elsevier, vol. 152(C).
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