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Biomarker research once promised clear answers from single molecules, but cancer biology proved far more complex. This talk will reflect on lessons from non-coding RNA studies and highlight how shifting from reductionist approaches toward transcriptomic and spatial views of the tumor microenvironment can open new paths for personalized medicine.
