cancer-genomics

CASCADE is an agentic framework that predicts downstream transcriptional effects of gene perturbations using regulatory networks, with patient-data validation across TCGA cancer types. The paper demonstrates directional concordance for MYC and other regulators, though it does not exceed existing curated knowledge.