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Transcriptional downregulation of MHC class I and melanoma de- differentiation in resistance to PD-1 inhibition

Author

Listed:
  • Jenny H. Lee

    (Macquarie University
    Melanoma Institute Australia
    Chris O’Brien Lifehouse)

  • Elena Shklovskaya

    (Macquarie University
    Melanoma Institute Australia)

  • Su Yin Lim

    (Macquarie University
    Melanoma Institute Australia)

  • Matteo S. Carlino

    (Melanoma Institute Australia
    Crown Princess Mary Cancer Centre, Westmead and Blacktown Hospitals)

  • Alexander M. Menzies

    (Melanoma Institute Australia
    Northern Sydney Cancer Centre, Royal North Shore Hospital)

  • Ashleigh Stewart

    (Macquarie University
    Melanoma Institute Australia)

  • Bernadette Pedersen

    (Macquarie University
    Melanoma Institute Australia)

  • Malama Irvine

    (Macquarie University
    Melanoma Institute Australia)

  • Sara Alavi

    (Melanoma Institute Australia
    Melanoma Oncology and Immunology, Centenary Institute)

  • Jean Y. H. Yang

    (School of Mathematics and Statistics, The University of Sydney
    Charles Perkins Centre, The University of Sydney)

  • Dario Strbenac

    (School of Mathematics and Statistics, The University of Sydney
    Charles Perkins Centre, The University of Sydney)

  • Robyn P. M. Saw

    (Melanoma Institute Australia
    Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital
    Sydney Medical School, The University of Sydney)

  • John F. Thompson

    (Melanoma Institute Australia
    Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital
    Sydney Medical School, The University of Sydney)

  • James S. Wilmott

    (Melanoma Institute Australia
    Charles Perkins Centre, The University of Sydney
    Sydney Medical School, The University of Sydney)

  • Richard A. Scolyer

    (Melanoma Institute Australia
    Charles Perkins Centre, The University of Sydney
    Sydney Medical School, The University of Sydney
    Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital)

  • Georgina V. Long

    (Melanoma Institute Australia
    Northern Sydney Cancer Centre, Royal North Shore Hospital
    Charles Perkins Centre, The University of Sydney
    Sydney Medical School, The University of Sydney)

  • Richard F. Kefford

    (Macquarie University
    Melanoma Institute Australia)

  • Helen Rizos

    (Macquarie University
    Melanoma Institute Australia)

Abstract

Transcriptomic signatures designed to predict melanoma patient responses to PD-1 blockade have been reported but rarely validated. We now show that intra-patient heterogeneity of tumor responses to PD-1 inhibition limit the predictive performance of these signatures. We reasoned that resistance mechanisms will reflect the tumor microenvironment, and thus we examined PD-1 inhibitor resistance relative to T-cell activity in 94 melanoma tumors collected at baseline and at time of PD-1 inhibitor progression. Tumors were analyzed using RNA sequencing and flow cytometry, and validated functionally. These analyses confirm that major histocompatibility complex (MHC) class I downregulation is a hallmark of resistance to PD-1 inhibitors and is associated with the MITFlow/AXLhigh de-differentiated phenotype and cancer-associated fibroblast signatures. We demonstrate that TGFß drives the treatment resistant phenotype (MITFlow/AXLhigh) and contributes to MHC class I downregulation in melanoma. Combinations of anti-PD-1 with drugs that target the TGFß signaling pathway and/or which reverse melanoma de-differentiation may be effective future therapeutic strategies.

Suggested Citation

  • Jenny H. Lee & Elena Shklovskaya & Su Yin Lim & Matteo S. Carlino & Alexander M. Menzies & Ashleigh Stewart & Bernadette Pedersen & Malama Irvine & Sara Alavi & Jean Y. H. Yang & Dario Strbenac & Roby, 2020. "Transcriptional downregulation of MHC class I and melanoma de- differentiation in resistance to PD-1 inhibition," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-15726-7
    DOI: 10.1038/s41467-020-15726-7
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    Cited by:

    1. Guillaume Harmange & Raúl A. Reyes Hueros & Dylan L. Schaff & Benjamin Emert & Michael Saint-Antoine & Laura C. Kim & Zijian Niu & Shivani Nellore & Mitchell E. Fane & Gretchen M. Alicea & Ashani T. W, 2023. "Disrupting cellular memory to overcome drug resistance," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    2. Wanzun Lin & Li Chen & Haojiong Zhang & Xianxin Qiu & Qingting Huang & Fangzhu Wan & Ziyu Le & Shikai Geng & Anlan Zhang & Sufang Qiu & Long Chen & Lin Kong & Jiade J. Lu, 2023. "Tumor-intrinsic YTHDF1 drives immune evasion and resistance to immune checkpoint inhibitors via promoting MHC-I degradation," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    3. Su Yin Lim & Elena Shklovskaya & Jenny H. Lee & Bernadette Pedersen & Ashleigh Stewart & Zizhen Ming & Mal Irvine & Brindha Shivalingam & Robyn P. M. Saw & Alexander M. Menzies & Matteo S. Carlino & R, 2023. "The molecular and functional landscape of resistance to immune checkpoint blockade in melanoma," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    4. Xinyu Bai & Grace H. Attrill & Tuba N. Gide & Peter M. Ferguson & Kazi J. Nahar & Ping Shang & Ismael A. Vergara & Umaimainthan Palendira & Ines Pires Silva & Matteo S. Carlino & Alexander M. Menzies , 2024. "Stroma-infiltrating T cell spatiotypes define immunotherapy outcomes in adolescent and young adult patients with melanoma," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    5. Anna Luiza Silva Almeida Vicente & Alexei Novoloaca & Vincent Cahais & Zainab Awada & Cyrille Cuenin & Natália Spitz & André Lopes Carvalho & Adriane Feijó Evangelista & Camila Souza Crovador & Rui Ma, 2022. "Cutaneous and acral melanoma cross-OMICs reveals prognostic cancer drivers associated with pathobiology and ultraviolet exposure," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    6. Kuang Du & Shiyou Wei & Zhi Wei & Dennie T. Frederick & Benchun Miao & Tabea Moll & Tian Tian & Eric Sugarman & Dmitry I. Gabrilovich & Ryan J. Sullivan & Lunxu Liu & Keith T. Flaherty & Genevieve M. , 2021. "Pathway signatures derived from on-treatment tumor specimens predict response to anti-PD1 blockade in metastatic melanoma," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    7. Andrew Patterson & Noam Auslander, 2022. "Mutated processes predict immune checkpoint inhibitor therapy benefit in metastatic melanoma," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    8. Bing Wu & Hayley M. Bennett & Xin Ye & Akshayalakshmi Sridhar & Celine Eidenschenk & Christine Everett & Evgeniya V. Nazarova & Hsu-Hsin Chen & Ivana K. Kim & Margaret Deangelis & Leah A. Owen & Cynth, 2024. "Overloading And unpacKing (OAK) - droplet-based combinatorial indexing for ultra-high throughput single-cell multiomic profiling," Nature Communications, Nature, vol. 15(1), pages 1-12, December.

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