1. Molecular and functional landscape of malignant serous effusions for precision oncology.
- Author
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Wegmann, Rebekka, Bankel, Lorenz, Festl, Yasmin, Lau, Kate, Lee, Sohyon, Arnold, Fabian, Cappelletti, Valentina, Fehr, Aaron, Picotti, Paola, Dedes, Konstantin J., Franzen, Daniel, Lenggenhager, Daniela, Bode, Peter K., Zoche, Martin, Moch, Holger, Britschgi, Christian, and Snijder, Berend
- Subjects
MULTIOMICS ,GENE expression ,EXUDATES & transudates ,CANCER patients ,CANCER cells - 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. Personalized treatment for cancer patients relies on the deep characterization of tumor cells from patient biopsies. In this study, functional multi-omics profiling of a pan-cancer cohort of malignant serous effusions (MSE) finds strong coherence between MSE and matched solid tumors, underlining the feasibility and utility of multi-modal MSE-based precision oncology. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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