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Single-cell analysis of hepatoblastoma identifies tumor signatures that predict chemotherapy susceptibility using patient-specific tumor spheroids

Author

Listed:
  • Hanbing Song

    (University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco)

  • Simon Bucher

    (University of California, San Francisco
    University of California, San Francisco)

  • Katherine Rosenberg

    (University of California, San Francisco
    University of California, San Francisco)

  • Margaret Tsui

    (University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco)

  • Deviana Burhan

    (University of California, San Francisco
    University of California, San Francisco)

  • Daniel Hoffman

    (University of California, San Francisco
    University of California, San Francisco)

  • Soo-Jin Cho

    (University of California, San Francisco
    The Pediatric Liver Center at UCSF Benioff Childrens’ Hospitals)

  • Arun Rangaswami

    (The Pediatric Liver Center at UCSF Benioff Childrens’ Hospitals
    University of California, San Francisco)

  • Marcus Breese

    (University of California, San Francisco)

  • Stanley Leung

    (University of California, San Francisco)

  • María V. Pons Ventura

    (University of California, San Francisco)

  • E. Alejandro Sweet-Cordero

    (The Pediatric Liver Center at UCSF Benioff Childrens’ Hospitals
    University of California, San Francisco)

  • Franklin W. Huang

    (University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco)

  • Amar Nijagal

    (University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco
    The Pediatric Liver Center at UCSF Benioff Childrens’ Hospitals)

  • Bruce Wang

    (University of California, San Francisco
    University of California, San Francisco
    University of California, San Francisco
    The Pediatric Liver Center at UCSF Benioff Childrens’ Hospitals)

Abstract

Pediatric hepatoblastoma is the most common primary liver cancer in infants and children. Studies of hepatoblastoma that focus exclusively on tumor cells demonstrate sparse somatic mutations and a common cell of origin, the hepatoblast, across patients. In contrast to the homogeneity these studies would suggest, hepatoblastoma tumors have a high degree of heterogeneity that can portend poor prognosis. In this study, we use single-cell transcriptomic techniques to analyze resected human pediatric hepatoblastoma specimens, and identify five hepatoblastoma tumor signatures that may account for the tumor heterogeneity observed in this disease. Notably, patient-derived hepatoblastoma spheroid cultures predict differential responses to treatment based on the transcriptomic signature of each tumor, suggesting a path forward for precision oncology for these tumors. In this work, we define hepatoblastoma tumor heterogeneity with single-cell resolution and demonstrate that patient-derived spheroids can be used to evaluate responses to chemotherapy.

Suggested Citation

  • Hanbing Song & Simon Bucher & Katherine Rosenberg & Margaret Tsui & Deviana Burhan & Daniel Hoffman & Soo-Jin Cho & Arun Rangaswami & Marcus Breese & Stanley Leung & María V. Pons Ventura & E. Alejand, 2022. "Single-cell analysis of hepatoblastoma identifies tumor signatures that predict chemotherapy susceptibility using patient-specific tumor spheroids," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32473-z
    DOI: 10.1038/s41467-022-32473-z
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    1. Susanne N. Gröbner & Barbara C. Worst & Joachim Weischenfeldt & Ivo Buchhalter & Kortine Kleinheinz & Vasilisa A. Rudneva & Pascal D. Johann & Gnana Prakash Balasubramanian & Maia Segura-Wang & Sebast, 2018. "The landscape of genomic alterations across childhood cancers," Nature, Nature, vol. 555(7696), pages 321-327, March.
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    1. Amélie Roehrig & Theo Z. Hirsch & Aurore Pire & Guillaume Morcrette & Barkha Gupta & Charles Marcaillou & Sandrine Imbeaud & Christophe Chardot & Emmanuel Gonzales & Emmanuel Jacquemin & Masahiro Seki, 2024. "Single-cell multiomics reveals the interplay of clonal evolution and cellular plasticity in hepatoblastoma," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
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