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Tracing cancer progression through interpretable spatial multi-omics
Ada Junquera1, Anniina Färkkilä2
1Research Program in Systems Oncology Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Trends in Cancer
|November 19, 2025
Abstract:
Multi-omics integration is reshaping cancer research by combining histopathology, transcriptomics, and proteomics with spatial and temporal context. Schweizer et al. revealed compartment-specific biology, RNA-protein decoupling, and emergent molecular patterns underpinning malignant transformation in low-grade serous carcinoma, highlighting the potential of integrated multi-omics to uncover novel mechanisms and guide precision oncology.

