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Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma

Author

Listed:
  • Jeff DeMartino

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Michael T. Meister

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Lindy L. Visser

    (Princess Máxima Center for Pediatric Oncology)

  • Mariël Brok

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Marian J. A. Groot Koerkamp

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Amber K. L. Wezenaar

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Laura S. Hiemcke-Jiwa

    (Princess Máxima Center for Pediatric Oncology
    University Medical Center Utrecht)

  • Terezinha Souza

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Johannes H. M. Merks

    (Princess Máxima Center for Pediatric Oncology)

  • Anne C. Rios

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

  • Frank C. P. Holstege

    (Princess Máxima Center for Pediatric Oncology
    UMC Utrecht and Utrecht University)

  • Thanasis Margaritis

    (Princess Máxima Center for Pediatric Oncology)

  • Jarno Drost

    (Princess Máxima Center for Pediatric Oncology
    Oncode Institute)

Abstract

Paediatric rhabdomyosarcoma (RMS) is a soft tissue malignancy of mesenchymal origin that is thought to arise as a consequence of derailed myogenic differentiation. Despite intensive treatment regimens, the prognosis for high-risk patients remains dismal. The cellular differentiation states underlying RMS and how these relate to patient outcomes remain largely elusive. Here, we use single-cell mRNA sequencing to generate a transcriptomic atlas of RMS. Analysis of the RMS tumour niche reveals evidence of an immunosuppressive microenvironment. We also identify a putative interaction between NECTIN3 and TIGIT, specific to the more aggressive fusion-positive (FP) RMS subtype, as a potential cause of tumour-induced T-cell dysfunction. In malignant RMS cells, we define transcriptional programs reflective of normal myogenic differentiation and show that these cellular differentiation states are predictive of patient outcomes in both FP RMS and the less aggressive fusion-negative subtype. Our study reveals the potential of therapies targeting the immune microenvironment of RMS and suggests that assessing tumour differentiation states may enable a more refined risk stratification.

Suggested Citation

  • Jeff DeMartino & Michael T. Meister & Lindy L. Visser & Mariël Brok & Marian J. A. Groot Koerkamp & Amber K. L. Wezenaar & Laura S. Hiemcke-Jiwa & Terezinha Souza & Johannes H. M. Merks & Anne C. Rios, 2023. "Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-38886-8
    DOI: 10.1038/s41467-023-38886-8
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    References listed on IDEAS

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    Cited by:

    1. Guozhong Jiang & Zhizhong Wang & Zhenguo Cheng & Weiwei Wang & Shuangshuang Lu & Zifang Zhang & Chinedu A. Anene & Faraz Khan & Yue Chen & Emma Bailey & Huisha Xu & Yunshu Dong & Peinan Chen & Zhongxi, 2024. "The integrated molecular and histological analysis defines subtypes of esophageal squamous cell carcinoma," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    2. Sara G. Danielli & Yun Wei & Michael A. Dyer & Elizabeth Stewart & Heather Sheppard & Marco Wachtel & Beat W. Schäfer & Anand G. Patel & David M. Langenau, 2024. "Single cell transcriptomic profiling identifies tumor-acquired and therapy-resistant cell states in pediatric rhabdomyosarcoma," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

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