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Molecular and functional landscape of malignant serous effusions for precision oncology

Author

Listed:
  • Rebekka Wegmann

    (ETH Zurich)

  • Lorenz Bankel

    (ETH Zurich
    University Hospital Zurich
    Comprehensive Cancer Center Zurich (CCCZ))

  • Yasmin Festl

    (ETH Zurich)

  • Kate Lau

    (ETH Zurich)

  • Sohyon Lee

    (ETH Zurich)

  • Fabian Arnold

    (University Hospital Zurich)

  • Valentina Cappelletti

    (ETH Zurich)

  • Aaron Fehr

    (ETH Zurich)

  • Paola Picotti

    (ETH Zurich)

  • Konstantin J. Dedes

    (University Hospital Zurich)

  • Daniel Franzen

    (University Hospital Zurich)

  • Daniela Lenggenhager

    (University Hospital Zurich)

  • Peter K. Bode

    (University Hospital Zurich)

  • Martin Zoche

    (University Hospital Zurich)

  • Holger Moch

    (Comprehensive Cancer Center Zurich (CCCZ)
    University Hospital Zurich
    University of Zurich)

  • Christian Britschgi

    (University Hospital Zurich
    Comprehensive Cancer Center Zurich (CCCZ)
    Cantonal Hospital Winterthur)

  • Berend Snijder

    (ETH Zurich
    Comprehensive Cancer Center Zurich (CCCZ)
    Swiss Institute of Bioinformatics (SIB))

Abstract

Personalized treatment for patients with advanced solid tumors critically depends on the deep characterization of tumor cells from patient biopsies. Here, we comprehensively characterize a pan-cancer cohort of 150 malignant serous effusion (MSE) samples at the cellular, molecular, and functional level. We find that MSE-derived cancer cells retain the genomic and transcriptomic profiles of their corresponding primary tumors, validating their use as a patient-relevant model system for solid tumor biology. Integrative analyses reveal that baseline gene expression patterns relate to global ex vivo drug sensitivity, while high-throughput drug-induced transcriptional changes in MSE samples are indicative of drug mode of action and acquired treatment resistance. A case study exemplifies the added value of multi-modal MSE profiling for patients who lack genetically stratified treatment options. In summary, our study provides a functional multi-omics view on a pan-cancer solid tumor cohort and underlines the feasibility and utility of MSE-based precision oncology.

Suggested Citation

  • Rebekka Wegmann & Lorenz Bankel & Yasmin Festl & Kate Lau & Sohyon Lee & Fabian Arnold & Valentina Cappelletti & Aaron Fehr & Paola Picotti & Konstantin J. Dedes & Daniel Franzen & Daniela Lenggenhage, 2024. "Molecular and functional landscape of malignant serous effusions for precision oncology," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52694-8
    DOI: 10.1038/s41467-024-52694-8
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    References listed on IDEAS

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